From 7e82a427e3ddbcb4e65356c36f95831f36ea6a8c Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Fri, 20 Feb 2026 15:44:17 +0100 Subject: [PATCH 01/24] gateway: add redis-backed city metrics poller and /v1/metrics/dashboard --- docker-compose.node1.yml | 87 +++++- gateway-bot/daarion_facade/metrics_poller.py | 287 +++++++++++++++++++ gateway-bot/daarion_facade/registry_api.py | 268 +++++++++++++++++ 3 files changed, 641 insertions(+), 1 deletion(-) create mode 100644 gateway-bot/daarion_facade/metrics_poller.py create mode 100644 gateway-bot/daarion_facade/registry_api.py diff --git a/docker-compose.node1.yml b/docker-compose.node1.yml index ca8c80ad..a95017aa 100644 --- a/docker-compose.node1.yml +++ b/docker-compose.node1.yml @@ -35,6 +35,10 @@ services: - STT_SERVICE_UPLOAD_URL=http://swapper-service:8890/stt - OCR_SERVICE_URL=http://swapper-service:8890 - WEB_SEARCH_SERVICE_URL=http://swapper-service:8890 + - REDIS_URL=redis://redis:6379/0 + - CREWAI_SERVICE_URL=http://dagi-staging-crewai-service:9010 + - NATURE_ID_URL=http://plant-vision-node1:8085 + - NATURE_ID_MIN_CONFIDENCE=0.65 - ONEOK_CRM_BASE_URL=http://oneok-crm-adapter:8088 - ONEOK_CALC_BASE_URL=http://oneok-calc-adapter:8089 - ONEOK_DOCS_BASE_URL=http://oneok-docs-adapter:8090 @@ -106,6 +110,28 @@ services: # Image Generation тепер інтегровано в Swapper Service (lazy loading) # Endpoint: POST /image/generate на swapper-service:8890 + # Plant Vision wrapper (local nature-id CLI -> HTTP) + plant-vision-node1: + build: + context: ./services/plant-vision-node1 + dockerfile: Dockerfile + container_name: plant-vision-node1 + environment: + - NATURE_ID_CMD=${NATURE_ID_CMD:-python /opt/nature-id/nature_id.py -m plants -l -r 5 -s {image_path}} + - NATURE_ID_TIMEOUT=40 + - DOWNLOAD_TIMEOUT=20 + networks: + - dagi-network + volumes: + - ${DEPLOY_ROOT:-.}/third_party/nature-id:/opt/nature-id:ro + restart: unless-stopped + healthcheck: + test: ["CMD-SHELL", "python -c \"import urllib.request; urllib.request.urlopen('http://localhost:8085/health')\""] + interval: 30s + timeout: 10s + retries: 3 + start_period: 15s + # Crawl4AI - Advanced Web Crawler with JavaScript support crawl4ai: image: unclecode/crawl4ai@sha256:4d8b065bf185962733cb5f9701f4122d03383fa1ab6b5f6a9873f04fa0416a84 @@ -191,12 +217,15 @@ services: - STT_SERVICE_UPLOAD_URL=http://swapper-service:8890/stt - OCR_SERVICE_URL=http://swapper-service:8890 - WEB_SEARCH_SERVICE_URL=http://swapper-service:8890 + - REDIS_URL=redis://redis:6379/0 + - CREWAI_SERVICE_URL=http://dagi-staging-crewai-service:9010 volumes: - ${DEPLOY_ROOT:-.}/gateway-bot:/app/gateway-bot:ro - ${DEPLOY_ROOT:-.}/logs:/app/logs depends_on: - router - memory-service + - redis networks: - dagi-network restart: unless-stopped @@ -207,6 +236,61 @@ services: retries: 3 start_period: 10s + + gateway-worker: + build: + context: ./gateway-bot + dockerfile: Dockerfile + container_name: dagi-gateway-worker-node1 + command: ["python", "-m", "daarion_facade.worker"] + environment: + - ROUTER_BASE_URL=http://router:8000 + - REDIS_URL=redis://redis:6379/0 + - ROUTER_WORKER_TIMEOUT=60 + volumes: + - ${DEPLOY_ROOT:-.}/gateway-bot:/app/gateway-bot:ro + - ${DEPLOY_ROOT:-.}/logs:/app/logs + depends_on: + - router + - redis + networks: + - dagi-network + restart: unless-stopped + healthcheck: + test: ["CMD", "python", "-c", "print(\"ok\")"] + interval: 30s + timeout: 5s + retries: 3 + + + metrics-poller-node1: + build: + context: ./gateway-bot + dockerfile: Dockerfile + container_name: dagi-metrics-poller-node1 + command: ["python", "-m", "daarion_facade.metrics_poller"] + environment: + - REDIS_URL=redis://redis:6379/0 + - MEMORY_SERVICE_URL=http://memory-service:8000 + - DAARION_METRICS_POLL_INTERVAL_SECONDS=${DAARION_METRICS_POLL_INTERVAL_SECONDS:-10} + - DAARION_METRICS_TTL_SECONDS=${DAARION_METRICS_TTL_SECONDS:-60} + - DAARION_METRICS_HTTP_CONNECT_TIMEOUT_SECONDS=${DAARION_METRICS_HTTP_CONNECT_TIMEOUT_SECONDS:-2} + - DAARION_METRICS_HTTP_TOTAL_TIMEOUT_SECONDS=${DAARION_METRICS_HTTP_TOTAL_TIMEOUT_SECONDS:-5} + - DAARION_NODE_COUNT=${DAARION_NODE_COUNT:-1} + volumes: + - ${DEPLOY_ROOT:-.}/gateway-bot:/app/gateway-bot:ro + - ${DEPLOY_ROOT:-.}/logs:/app/logs + depends_on: + - redis + - memory-service + networks: + - dagi-network + restart: unless-stopped + healthcheck: + test: ["CMD", "python", "-c", "print(\"ok\")"] + interval: 30s + timeout: 5s + retries: 3 # CLAN Consent Outbox Worker (Postgres event-store applier; no execute) clan-consent-outbox-worker: build: @@ -736,10 +820,11 @@ services: ports: - "9108:9108" environment: - - GATEWAY_URL=http://172.18.0.18:9300 + - GATEWAY_URL=http://gateway:9300 - PROBE_INTERVAL=60 - PROBE_TIMEOUT=30 - METRICS_PORT=9108 + - SEMANTIC_AGENTS=clan,sofiia,monitor,helion,agromatrix,senpai networks: - dagi-network restart: unless-stopped diff --git a/gateway-bot/daarion_facade/metrics_poller.py b/gateway-bot/daarion_facade/metrics_poller.py new file mode 100644 index 00000000..26ba63c6 --- /dev/null +++ b/gateway-bot/daarion_facade/metrics_poller.py @@ -0,0 +1,287 @@ +import asyncio +import json +import logging +import os +import time +from datetime import datetime, timezone +from typing import Any, Dict, List, Optional, Tuple + +import httpx +from redis.asyncio import Redis + +from .registry_api import _load_crewai_roles, _load_district_registry, _load_registry + +logging.basicConfig(level=logging.INFO, format="%(asctime)s [%(levelname)s] %(name)s: %(message)s") +logger = logging.getLogger("daarion-metrics-poller") + +REDIS_URL = os.getenv("REDIS_URL", "redis://redis:6379/0") +POLL_INTERVAL_SECONDS = int(os.getenv("DAARION_METRICS_POLL_INTERVAL_SECONDS", "10")) +METRICS_TTL_SECONDS = int(os.getenv("DAARION_METRICS_TTL_SECONDS", "60")) +HTTP_CONNECT_TIMEOUT_SECONDS = float(os.getenv("DAARION_METRICS_HTTP_CONNECT_TIMEOUT_SECONDS", "2")) +HTTP_TOTAL_TIMEOUT_SECONDS = float(os.getenv("DAARION_METRICS_HTTP_TOTAL_TIMEOUT_SECONDS", "5")) +NODES_TOTAL = int(os.getenv("DAARION_NODE_COUNT", "1")) +MEMORY_SERVICE_URL = os.getenv("MEMORY_SERVICE_URL", "http://memory-service:8000") + +DASHBOARD_KEY = "daarion:metrics:dashboard" +DISTRICT_KEY_PREFIX = "daarion:metrics:district" + +_redis: Optional[Redis] = None + + +def _now_iso() -> str: + return datetime.now(timezone.utc).isoformat() + + +def _ensure_url(value: str) -> str: + value = (value or "").strip() + if not value: + return "" + if value.startswith("http://") or value.startswith("https://"): + return value + return f"https://{value}" + + +def _health_candidates(district: Dict[str, Any]) -> List[str]: + base = _ensure_url(str(district.get("domain") or "")) + candidates: List[str] = [] + + explicit = str(district.get("health_url") or "").strip() + if explicit: + candidates.append(_ensure_url(explicit)) + + if base: + candidates.extend( + [ + f"{base}/.well-known/daarion-health.json", + f"{base}/health", + f"{base}/v1/health", + ] + ) + + dedup: List[str] = [] + seen = set() + for url in candidates: + if url and url not in seen: + dedup.append(url) + seen.add(url) + return dedup + + +def _extract_agents_online(payload: Dict[str, Any], agents_total: int) -> Optional[int]: + raw = payload.get("agents_online") + if isinstance(raw, bool): + return agents_total if raw else 0 + if isinstance(raw, int): + return max(0, min(raw, agents_total)) + + agents = payload.get("agents") + if isinstance(agents, list): + count = 0 + for agent in agents: + if not isinstance(agent, dict): + continue + status = str(agent.get("status", "")).lower() + if status in {"online", "active", "ok"}: + count += 1 + return min(count, agents_total) + + return None + + +async def redis_client() -> Redis: + global _redis + if _redis is None: + _redis = Redis.from_url(REDIS_URL, decode_responses=True) + return _redis + + +async def close_redis() -> None: + global _redis + if _redis is not None: + await _redis.close() + _redis = None + + +async def _fetch_json_with_latency( + client: httpx.AsyncClient, + url: str, +) -> Tuple[bool, Optional[Dict[str, Any]], Optional[float], Optional[str]]: + started = time.perf_counter() + try: + response = await client.get(url) + latency_ms = round((time.perf_counter() - started) * 1000, 2) + if response.status_code >= 400: + return False, None, latency_ms, f"HTTP {response.status_code}" + + data: Optional[Dict[str, Any]] = None + try: + parsed = response.json() + if isinstance(parsed, dict): + data = parsed + except Exception: + data = None + + return True, data, latency_ms, None + except Exception as e: + latency_ms = round((time.perf_counter() - started) * 1000, 2) + return False, None, latency_ms, str(e) + + +async def _read_memory_vectors(client: httpx.AsyncClient) -> int: + try: + ok, payload, _, _ = await _fetch_json_with_latency(client, f"{MEMORY_SERVICE_URL}/health") + if not ok or not payload: + return 0 + return int(payload.get("vector_store", {}).get("memories", {}).get("vectors_count", 0) or 0) + except Exception: + return 0 + + +async def _registry_snapshot() -> Tuple[List[Dict[str, Any]], Dict[str, List[Dict[str, Any]]], int, int]: + raw_districts = _load_district_registry().get("districts", []) + districts = [d for d in raw_districts if isinstance(d, dict) and d.get("district_id")] + + agents_map = _load_registry().get("agents", {}) + role_counts = await _load_crewai_roles() + + by_district: Dict[str, List[Dict[str, Any]]] = {} + subagents_total = 0 + + for aid, cfg in agents_map.items(): + if not isinstance(cfg, dict): + continue + aid_str = str(aid) + district_id = str(cfg.get("district_id") or "city-core") + subagents_total += int(role_counts.get(aid_str, 0)) + + by_district.setdefault(district_id, []).append( + { + "agent_id": aid_str, + "status": str(cfg.get("status", "active")), + } + ) + + return districts, by_district, len(agents_map), subagents_total + + +async def build_dashboard() -> Dict[str, Any]: + districts, agents_by_district, agents_total, subagents_total = await _registry_snapshot() + timeout = httpx.Timeout(timeout=HTTP_TOTAL_TIMEOUT_SECONDS, connect=HTTP_CONNECT_TIMEOUT_SECONDS) + + by_district: List[Dict[str, Any]] = [] + districts_online = 0 + agents_online_total = 0 + + async with httpx.AsyncClient(timeout=timeout, follow_redirects=True) as client: + memory_vectors = await _read_memory_vectors(client) + + for district in districts: + district_id = str(district.get("district_id")) + title = district.get("title") or district_id + domain = str(district.get("domain") or "") + status = district.get("status") or "active" + members = agents_by_district.get(district_id, []) + agents_total_district = len(members) + + sample = { + "district_id": district_id, + "title": title, + "domain": domain, + "status": status, + "ok": False, + "agents_total": agents_total_district, + "agents_online": 0, + "latency_ms": None, + "last_check_ts": _now_iso(), + "error": None, + } + + last_error = "No health endpoint configured" + for candidate in _health_candidates(district): + ok, payload, latency_ms, error_message = await _fetch_json_with_latency(client, candidate) + sample["latency_ms"] = latency_ms + if ok: + sample["ok"] = True + sample["error"] = None + inferred = _extract_agents_online(payload or {}, agents_total_district) + sample["agents_online"] = inferred if inferred is not None else agents_total_district + break + last_error = error_message or "health check failed" + + if sample["ok"]: + districts_online += 1 + agents_online_total += int(sample.get("agents_online") or 0) + else: + sample["error"] = {"message": last_error} + + by_district.append(sample) + + return { + "global": { + "nodes": NODES_TOTAL, + "districts": len(districts), + "agents": agents_total, + "subagents": subagents_total, + "memory_vectors": memory_vectors, + "districts_online": districts_online, + "agents_online": agents_online_total, + }, + "by_district": by_district, + "updated_at": _now_iso(), + } + + +async def publish_dashboard(dashboard: Dict[str, Any]) -> None: + redis = await redis_client() + payload = json.dumps(dashboard, ensure_ascii=False) + await redis.set(DASHBOARD_KEY, payload, ex=METRICS_TTL_SECONDS) + + for row in dashboard.get("by_district", []): + district_id = row.get("district_id") + if not district_id: + continue + key = f"{DISTRICT_KEY_PREFIX}:{district_id}" + await redis.set(key, json.dumps(row, ensure_ascii=False), ex=METRICS_TTL_SECONDS) + + +async def run_once() -> None: + dashboard = await build_dashboard() + await publish_dashboard(dashboard) + logger.info( + "dashboard_updated districts=%s districts_online=%s agents=%s agents_online=%s", + dashboard["global"].get("districts"), + dashboard["global"].get("districts_online"), + dashboard["global"].get("agents"), + dashboard["global"].get("agents_online"), + ) + + +async def worker_loop() -> None: + logger.info( + "metrics_poller_started interval=%ss ttl=%ss redis=%s", + POLL_INTERVAL_SECONDS, + METRICS_TTL_SECONDS, + REDIS_URL, + ) + while True: + started = time.perf_counter() + try: + await run_once() + except asyncio.CancelledError: + raise + except Exception: + logger.exception("metrics_poller_cycle_failed") + + elapsed = time.perf_counter() - started + sleep_for = max(1.0, POLL_INTERVAL_SECONDS - elapsed) + await asyncio.sleep(sleep_for) + + +if __name__ == "__main__": + try: + asyncio.run(worker_loop()) + finally: + try: + asyncio.run(close_redis()) + except Exception: + pass diff --git a/gateway-bot/daarion_facade/registry_api.py b/gateway-bot/daarion_facade/registry_api.py new file mode 100644 index 00000000..9a0e7f42 --- /dev/null +++ b/gateway-bot/daarion_facade/registry_api.py @@ -0,0 +1,268 @@ +import json +import os +import time +from datetime import datetime, timezone +from pathlib import Path +from typing import Any, Dict, List, Optional + +import httpx +from fastapi import APIRouter +from redis.asyncio import Redis + +router = APIRouter(prefix="/v1", tags=["daarion-facade"]) + +REGISTRY_CACHE_TTL = int(os.getenv("REGISTRY_CACHE_TTL", "30")) +MEMORY_SERVICE_URL = os.getenv("MEMORY_SERVICE_URL", "http://memory-service:8000") +CREWAI_SERVICE_URL = os.getenv("CREWAI_SERVICE_URL", "http://dagi-staging-crewai-service:9010") +REDIS_URL = os.getenv("REDIS_URL", "redis://redis:6379/0") +METRICS_DASHBOARD_KEY = "daarion:metrics:dashboard" + +_REGISTRY_CACHE: Dict[str, Any] = {"loaded_at": 0.0, "data": None} +_DISTRICT_CACHE: Dict[str, Any] = {"loaded_at": 0.0, "data": None} +_CREWAI_CACHE: Dict[str, Any] = {"loaded_at": 0.0, "data": {}} +_REDIS: Optional[Redis] = None + + +def _now_iso() -> str: + return datetime.now(timezone.utc).isoformat() + + +def _registry_paths() -> List[Path]: + return [ + Path("/app/gateway-bot/agent_registry.json"), + Path("/opt/microdao-daarion/config/agent_registry.json"), + Path(__file__).resolve().parents[1] / "agent_registry.json", + ] + + +def _district_paths() -> List[Path]: + return [ + Path("/app/gateway-bot/district_registry.json"), + Path(__file__).resolve().parents[1] / "district_registry.json", + ] + + +def _load_registry() -> Dict[str, Any]: + now = time.time() + if _REGISTRY_CACHE.get("data") and (now - _REGISTRY_CACHE.get("loaded_at", 0.0) < REGISTRY_CACHE_TTL): + return _REGISTRY_CACHE["data"] + + for path in _registry_paths(): + if path.exists(): + with path.open("r", encoding="utf-8") as f: + data = json.load(f) + _REGISTRY_CACHE.update({"loaded_at": now, "data": data}) + return data + + data = {"agents": {}} + _REGISTRY_CACHE.update({"loaded_at": now, "data": data}) + return data + + +def _load_district_registry() -> Dict[str, Any]: + now = time.time() + if _DISTRICT_CACHE.get("data") and (now - _DISTRICT_CACHE.get("loaded_at", 0.0) < REGISTRY_CACHE_TTL): + return _DISTRICT_CACHE["data"] + + for path in _district_paths(): + if path.exists(): + with path.open("r", encoding="utf-8") as f: + data = json.load(f) + _DISTRICT_CACHE.update({"loaded_at": now, "data": data}) + return data + + data = {"districts": []} + _DISTRICT_CACHE.update({"loaded_at": now, "data": data}) + return data + + +async def _redis_client() -> Redis: + global _REDIS + if _REDIS is None: + _REDIS = Redis.from_url(REDIS_URL, decode_responses=True) + return _REDIS + + +async def _load_cached_dashboard() -> Optional[Dict[str, Any]]: + try: + r = await _redis_client() + raw = await r.get(METRICS_DASHBOARD_KEY) + if not raw: + return None + return json.loads(raw) + except Exception: + return None + + +async def _load_crewai_roles() -> Dict[str, int]: + now = time.time() + if now - _CREWAI_CACHE.get("loaded_at", 0.0) < REGISTRY_CACHE_TTL: + return _CREWAI_CACHE.get("data", {}) + + out: Dict[str, int] = {} + try: + async with httpx.AsyncClient(timeout=8.0) as client: + resp = await client.get(f"{CREWAI_SERVICE_URL}/crew/agents") + if resp.status_code == 200: + payload = resp.json() + for aid, info in payload.items(): + default_roles = info.get("default_roles") + out[str(aid)] = int(default_roles) if isinstance(default_roles, int) else 0 + except Exception: + out = {} + + _CREWAI_CACHE.update({"loaded_at": now, "data": out}) + return out + + +@router.get("/registry/agents") +async def get_agents() -> Dict[str, Any]: + reg = _load_registry() + agents = reg.get("agents", {}) if isinstance(reg, dict) else {} + role_counts = await _load_crewai_roles() + + items: List[Dict[str, Any]] = [] + for agent_id, cfg in agents.items(): + if not isinstance(cfg, dict): + continue + domains = cfg.get("domains") or [] + district_id = cfg.get("district_id") or "city-core" + items.append( + { + "agent_id": agent_id, + "title": cfg.get("display_name") or agent_id, + "role": cfg.get("canonical_role") or "", + "domain_primary": domains[0] if domains else "general", + "domain_aliases": domains[1:] if len(domains) > 1 else [], + "visibility": cfg.get("visibility", "public"), + "status": cfg.get("status", "active"), + "team": {"subagents_total": role_counts.get(agent_id, 0)}, + "district_id": district_id, + "avatar_url": cfg.get("avatar_url"), + "health_url": cfg.get("health_url"), + } + ) + + return {"items": items, "total": len(items)} + + +@router.get("/registry/districts") +async def get_districts() -> Dict[str, Any]: + agents_payload = await get_agents() + agents = agents_payload.get("items", []) + by_district: Dict[str, List[Dict[str, Any]]] = {} + for a in agents: + by_district.setdefault(a.get("district_id", "city-core"), []).append(a) + + catalog = _load_district_registry().get("districts", []) + catalog_by_id: Dict[str, Dict[str, Any]] = { + str(d.get("district_id")): d for d in catalog if isinstance(d, dict) and d.get("district_id") + } + + district_ids = sorted(set(catalog_by_id.keys()) | set(by_district.keys())) + items: List[Dict[str, Any]] = [] + + for district_id in district_ids: + members = by_district.get(district_id, []) + base = catalog_by_id.get(district_id, {}) + domain = base.get("domain") or ("daarion.city" if district_id == "city-core" else f"{district_id}.daarion.city") + + lead_agent_id = base.get("lead_agent_id") + if not lead_agent_id: + if district_id == "city-core" and any(m.get("agent_id") == "daarwizz" for m in members): + lead_agent_id = "daarwizz" + elif members: + lead_agent_id = members[0].get("agent_id") + else: + lead_agent_id = None + + items.append( + { + "district_id": district_id, + "title": base.get("title") or district_id.replace("-", " ").title(), + "domain": domain, + "status": base.get("status", "active"), + "logo_url": base.get("logo_url"), + "health_url": base.get("health_url"), + "well_known": { + "manifest": f"https://{domain}/.well-known/daarion-district.json", + "health": f"https://{domain}/.well-known/daarion-health.json", + "capabilities": f"https://{domain}/.well-known/daarion-capabilities.json", + }, + "lead_agent_id": lead_agent_id, + "agents_total": len(members), + } + ) + + return {"items": items, "total": len(items)} + + +@router.get("/metrics") +async def get_metrics() -> Dict[str, Any]: + agents_payload = await get_agents() + districts_payload = await get_districts() + agents = agents_payload.get("items", []) + + memory_vectors = 0 + try: + async with httpx.AsyncClient(timeout=5.0) as client: + resp = await client.get(f"{MEMORY_SERVICE_URL}/health") + if resp.status_code == 200: + data = resp.json() + memory_vectors = int( + data.get("vector_store", {}) + .get("memories", {}) + .get("vectors_count", 0) + ) + except Exception: + memory_vectors = 0 + + return { + "nodes": 1, + "districts": districts_payload.get("total", 0), + "agents": len(agents), + "subagents": sum(int((a.get("team") or {}).get("subagents_total", 0)) for a in agents), + "memory_vectors": memory_vectors, + } + + +@router.get("/metrics/dashboard") +async def get_metrics_dashboard() -> Dict[str, Any]: + cached = await _load_cached_dashboard() + if cached: + return cached + + metrics = await get_metrics() + districts_payload = await get_districts() + districts = districts_payload.get("items", []) + + by_district = [] + for d in districts: + by_district.append( + { + "district_id": d.get("district_id"), + "title": d.get("title"), + "domain": d.get("domain"), + "status": d.get("status"), + "ok": None, + "agents_total": d.get("agents_total", 0), + "agents_online": None, + "latency_ms": None, + "last_check_ts": None, + } + ) + + return { + "global": { + "nodes": metrics.get("nodes", 1), + "districts": metrics.get("districts", 0), + "agents": metrics.get("agents", 0), + "subagents": metrics.get("subagents", 0), + "memory_vectors": metrics.get("memory_vectors", 0), + "districts_online": 0, + "agents_online": 0, + }, + "by_district": by_district, + "updated_at": _now_iso(), + "source": "fallback_registry", + } From 2e76ef9ccb25b0e8f337766cc0c4f19b765078d7 Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Fri, 20 Feb 2026 17:55:47 +0100 Subject: [PATCH 02/24] gateway: add public invoke/jobs facade with redis queue worker and SSE --- gateway-bot/Dockerfile | 11 +- gateway-bot/app.py | 44 ++-- gateway-bot/daarion_facade/__init__.py | 1 + gateway-bot/daarion_facade/invoke_api.py | 118 +++++++++ gateway-bot/daarion_facade/redis_jobs.py | 84 ++++++ gateway-bot/daarion_facade/worker.py | 107 ++++++++ gateway-bot/http_api.py | 309 ++++++++++++++++++++--- 7 files changed, 619 insertions(+), 55 deletions(-) create mode 100644 gateway-bot/daarion_facade/__init__.py create mode 100644 gateway-bot/daarion_facade/invoke_api.py create mode 100644 gateway-bot/daarion_facade/redis_jobs.py create mode 100644 gateway-bot/daarion_facade/worker.py diff --git a/gateway-bot/Dockerfile b/gateway-bot/Dockerfile index f5e75293..61b08aec 100644 --- a/gateway-bot/Dockerfile +++ b/gateway-bot/Dockerfile @@ -3,7 +3,7 @@ FROM python:3.11-slim LABEL maintainer="DAARION.city Team" LABEL description="Bot Gateway - Telegram/Discord webhook handler with DAARWIZZ" -LABEL version="0.2.0" +LABEL version="0.2.1" WORKDIR /app/gateway-bot @@ -15,7 +15,14 @@ RUN pip install --no-cache-dir \ uvicorn==0.27.0 \ httpx==0.26.0 \ pydantic==2.5.3 \ - python-multipart==0.0.6 prometheus-client>=0.20.0 PyPDF2>=3.0.0 crewai nats-py pandas openpyxl + python-multipart==0.0.6 \ + prometheus-client==0.22.1 \ + PyPDF2>=3.0.0 \ + crewai \ + nats-py \ + pandas \ + openpyxl \ + redis==5.0.1 # Copy gateway code and DAARWIZZ prompt COPY . . diff --git a/gateway-bot/app.py b/gateway-bot/app.py index 06537244..53f63dad 100644 --- a/gateway-bot/app.py +++ b/gateway-bot/app.py @@ -1,12 +1,13 @@ -""" -FastAPI app instance for Gateway Bot -""" +"""FastAPI app instance for Gateway Bot.""" import logging + from fastapi import FastAPI from fastapi.middleware.cors import CORSMiddleware from http_api import router as gateway_router from http_api_doc import router as doc_router +from daarion_facade.invoke_api import router as invoke_router +from daarion_facade.registry_api import router as registry_router logging.basicConfig( level=logging.INFO, @@ -15,36 +16,47 @@ logging.basicConfig( app = FastAPI( title="Bot Gateway with DAARWIZZ", - version="1.0.0", - description="Gateway service for Telegram/Discord bots → DAGI Router" + version="1.1.0", + description="Gateway service for Telegram/Discord bots + DAARION public facade" ) -# CORS middleware +# CORS for web UI clients (gateway only). app.add_middleware( CORSMiddleware, - allow_origins=["*"], + allow_origins=[ + "https://daarion.city", + "https://www.daarion.city", + "http://localhost:3000", + ], + allow_origin_regex=r"https://.*\.lovable\.app", allow_credentials=True, - allow_methods=["*"], - allow_headers=["*"], + allow_methods=["GET", "POST", "OPTIONS"], + allow_headers=["Authorization", "Content-Type"], ) -# Include gateway routes +# Existing gateway routes. app.include_router(gateway_router, prefix="", tags=["gateway"]) app.include_router(doc_router, prefix="", tags=["docs"]) +# Public facade routes for DAARION.city UI. +app.include_router(registry_router) +app.include_router(invoke_router) + + @app.get("/") async def root(): return { "service": "bot-gateway", - "version": "1.0.0", + "version": "1.1.0", "agent": "DAARWIZZ", "endpoints": [ "POST /telegram/webhook", "POST /discord/webhook", - "POST /api/doc/parse", - "POST /api/doc/ingest", - "POST /api/doc/ask", - "GET /api/doc/context/{session_id}", - "GET /health" + "GET /v1/registry/agents", + "GET /v1/registry/districts", + "GET /v1/metrics", + "POST /v1/invoke", + "GET /v1/jobs/{job_id}", + "GET /health", ] } diff --git a/gateway-bot/daarion_facade/__init__.py b/gateway-bot/daarion_facade/__init__.py new file mode 100644 index 00000000..2789eef5 --- /dev/null +++ b/gateway-bot/daarion_facade/__init__.py @@ -0,0 +1 @@ +"""DAARION public facade package.""" diff --git a/gateway-bot/daarion_facade/invoke_api.py b/gateway-bot/daarion_facade/invoke_api.py new file mode 100644 index 00000000..2be0fc32 --- /dev/null +++ b/gateway-bot/daarion_facade/invoke_api.py @@ -0,0 +1,118 @@ +import asyncio +from datetime import datetime, timezone +import json +import os +import uuid +from typing import Any, Dict, List + +from fastapi import APIRouter, HTTPException, Request, status +from fastapi.responses import StreamingResponse +from pydantic import BaseModel, Field + +from .redis_jobs import create_job, enqueue_job, get_job +from .registry_api import _load_registry + +router = APIRouter(prefix="/v1", tags=["daarion-facade"]) + +EVENT_TERMINAL_STATUSES = {"done", "failed"} +EVENT_KNOWN_STATUSES = {"queued", "running", "done", "failed"} +EVENT_POLL_SECONDS = float(os.getenv("DAARION_JOB_EVENTS_POLL_SECONDS", "0.5")) + + +class InvokeInput(BaseModel): + prompt: str = Field(min_length=1) + images: List[str] = Field(default_factory=list) + + +class InvokeRequest(BaseModel): + agent_id: str + input: InvokeInput + metadata: Dict[str, Any] = Field(default_factory=dict) + + +class InvokeResponse(BaseModel): + job_id: str + status: str + status_url: str + + +def _sse_message(event: str, payload: Dict[str, Any]) -> str: + return f"event: {event}\ndata: {json.dumps(payload, ensure_ascii=False)}\n\n" + + +@router.post("/invoke", status_code=status.HTTP_202_ACCEPTED, response_model=InvokeResponse) +async def invoke(payload: InvokeRequest) -> InvokeResponse: + registry = _load_registry().get("agents", {}) + if payload.agent_id not in registry: + raise HTTPException(status_code=404, detail=f"Unknown agent_id: {payload.agent_id}") + + job_id = f"job_{uuid.uuid4().hex}" + now = datetime.now(timezone.utc).isoformat() + job_doc = { + "job_id": job_id, + "status": "queued", + "agent_id": payload.agent_id, + "input": payload.input.model_dump(), + "metadata": payload.metadata, + "result": None, + "error": None, + "created_at": now, + "updated_at": now, + "started_at": None, + "finished_at": None, + } + await create_job(job_id, job_doc) + await enqueue_job(job_id) + return InvokeResponse(job_id=job_id, status="queued", status_url=f"/v1/jobs/{job_id}") + + +@router.get("/jobs/{job_id}") +async def job_status(job_id: str) -> Dict[str, Any]: + job = await get_job(job_id) + if not job: + raise HTTPException(status_code=404, detail="Job not found") + return job + + +@router.get("/jobs/{job_id}/events") +async def job_events(job_id: str, request: Request) -> StreamingResponse: + existing = await get_job(job_id) + if not existing: + raise HTTPException(status_code=404, detail="Job not found") + + async def event_stream(): + last_state = None + yield "retry: 1000\n\n" + + while True: + if await request.is_disconnected(): + break + + job = await get_job(job_id) + if not job: + yield _sse_message("failed", {"job_id": job_id, "status": "failed", "error": {"message": "Job not found"}}) + break + + status_value = str(job.get("status", "unknown")) + updated_at = str(job.get("updated_at", "")) + state = (status_value, updated_at) + + if state != last_state: + event_name = status_value if status_value in EVENT_KNOWN_STATUSES else "status" + yield _sse_message(event_name, job) + last_state = state + + if status_value in EVENT_TERMINAL_STATUSES: + break + + await asyncio.sleep(EVENT_POLL_SECONDS) + + return StreamingResponse( + event_stream(), + media_type="text/event-stream", + headers={ + "Cache-Control": "no-cache", + "Connection": "keep-alive", + "X-Accel-Buffering": "no", + }, + ) diff --git a/gateway-bot/daarion_facade/redis_jobs.py b/gateway-bot/daarion_facade/redis_jobs.py new file mode 100644 index 00000000..86c8174a --- /dev/null +++ b/gateway-bot/daarion_facade/redis_jobs.py @@ -0,0 +1,84 @@ +import asyncio +import json +import os +from typing import Any, Dict, Optional + +from redis.asyncio import Redis + +REDIS_URL = os.getenv("REDIS_URL", "redis://redis:6379/0") +JOB_KEY_PREFIX = "daarion:jobs" +QUEUE_KEY = "daarion:jobs:queue" +JOB_TTL_SECONDS = int(os.getenv("DAARION_JOB_TTL_SECONDS", str(72 * 3600))) + +_redis: Optional[Redis] = None + + +def _job_key(job_id: str) -> str: + return f"{JOB_KEY_PREFIX}:{job_id}" + + +async def redis_client() -> Redis: + global _redis + if _redis is None: + _redis = Redis.from_url(REDIS_URL, decode_responses=True) + return _redis + + +async def close_redis() -> None: + global _redis + if _redis is not None: + await _redis.close() + _redis = None + + +async def create_job(job_id: str, payload: Dict[str, Any]) -> None: + r = await redis_client() + key = _job_key(job_id) + await r.set(key, json.dumps(payload, ensure_ascii=False), ex=JOB_TTL_SECONDS) + + +async def get_job(job_id: str) -> Optional[Dict[str, Any]]: + r = await redis_client() + raw = await r.get(_job_key(job_id)) + if not raw: + return None + try: + return json.loads(raw) + except json.JSONDecodeError: + return None + + +async def update_job(job_id: str, patch: Dict[str, Any]) -> Optional[Dict[str, Any]]: + current = await get_job(job_id) + if not current: + return None + current.update(patch) + await create_job(job_id, current) + return current + + +async def enqueue_job(job_id: str) -> None: + r = await redis_client() + await r.lpush(QUEUE_KEY, job_id) + + +async def dequeue_job(block_seconds: int = 5) -> Optional[str]: + r = await redis_client() + result = await r.brpop(QUEUE_KEY, timeout=block_seconds) + if not result: + return None + _, job_id = result + return job_id + + +async def wait_for_redis(timeout_seconds: int = 30) -> None: + deadline = asyncio.get_running_loop().time() + timeout_seconds + while True: + try: + r = await redis_client() + await r.ping() + return + except Exception: + if asyncio.get_running_loop().time() >= deadline: + raise + await asyncio.sleep(1) diff --git a/gateway-bot/daarion_facade/worker.py b/gateway-bot/daarion_facade/worker.py new file mode 100644 index 00000000..a06a8d64 --- /dev/null +++ b/gateway-bot/daarion_facade/worker.py @@ -0,0 +1,107 @@ +import asyncio +from datetime import datetime, timezone +import logging +import os +from typing import Any, Dict + +import httpx + +from .redis_jobs import close_redis, dequeue_job, get_job, update_job, wait_for_redis + +logging.basicConfig(level=logging.INFO, format="%(asctime)s [%(levelname)s] %(name)s: %(message)s") +logger = logging.getLogger("daarion-gateway-worker") + +ROUTER_BASE_URL = os.getenv("ROUTER_BASE_URL", os.getenv("ROUTER_URL", "http://router:8000")) +ROUTER_TIMEOUT_SECONDS = float(os.getenv("ROUTER_WORKER_TIMEOUT", "60")) + + +def _now() -> str: + return datetime.now(timezone.utc).isoformat() + + +async def _call_router(agent_id: str, input_payload: Dict[str, Any], metadata: Dict[str, Any]) -> Dict[str, Any]: + body: Dict[str, Any] = { + "prompt": input_payload.get("prompt", ""), + "metadata": metadata or {}, + } + images = input_payload.get("images") or [] + if images: + body["images"] = images + + url = f"{ROUTER_BASE_URL}/v1/agents/{agent_id}/infer" + async with httpx.AsyncClient(timeout=ROUTER_TIMEOUT_SECONDS) as client: + resp = await client.post(url, json=body) + resp.raise_for_status() + data = resp.json() + + return { + "response": data.get("response", ""), + "model": data.get("model"), + "backend": data.get("backend"), + "tokens_used": data.get("tokens_used"), + } + + +async def run_once(job_id: str) -> None: + job = await get_job(job_id) + if not job: + logger.warning("job_missing: %s", job_id) + return + + await update_job(job_id, {"status": "running", "started_at": _now(), "updated_at": _now()}) + + agent_id = job.get("agent_id") + input_payload = job.get("input") or {} + metadata = job.get("metadata") or {} + + try: + result = await _call_router(agent_id, input_payload, metadata) + await update_job( + job_id, + { + "status": "done", + "result": result, + "error": None, + "finished_at": _now(), + "updated_at": _now(), + }, + ) + logger.info("job_done: %s agent=%s", job_id, agent_id) + except Exception as e: + await update_job( + job_id, + { + "status": "failed", + "error": {"type": e.__class__.__name__, "message": str(e)}, + "finished_at": _now(), + "updated_at": _now(), + }, + ) + logger.exception("job_failed: %s agent=%s", job_id, agent_id) + + +async def worker_loop() -> None: + await wait_for_redis(60) + logger.info("worker_started router=%s", ROUTER_BASE_URL) + + while True: + try: + job_id = await dequeue_job(block_seconds=10) + if not job_id: + continue + await run_once(job_id) + except asyncio.CancelledError: + raise + except Exception: + logger.exception("worker_loop_error") + await asyncio.sleep(1) + + +if __name__ == "__main__": + try: + asyncio.run(worker_loop()) + finally: + try: + asyncio.run(close_redis()) + except Exception: + pass diff --git a/gateway-bot/http_api.py b/gateway-bot/http_api.py index aed587dd..b177e173 100644 --- a/gateway-bot/http_api.py +++ b/gateway-bot/http_api.py @@ -88,16 +88,84 @@ def _get_recent_photo_file_id(agent_id: str, chat_id: str, user_id: str) -> Opti return rec.get("file_id") +def _extract_recent_photo_file_id_from_memory(memory_context: Dict[str, Any]) -> Optional[str]: + """ + Extract last seen Telegram photo file_id from memory context. + Looks for patterns like: [Photo: ] + """ + if not memory_context: + return None + + pattern = re.compile(r"\[Photo:\s*([^\]\s]+)\]") + + recent_events = memory_context.get("recent_events", []) or [] + for ev in reversed(recent_events): + body = (ev.get("body_text") or "").strip() + if not body: + continue + m = pattern.search(body) + if m: + return m.group(1) + + local_text = memory_context.get("local_context_text") or "" + for line in reversed(local_text.splitlines()): + m = pattern.search(line) + if m: + return m.group(1) + return None + + def _looks_like_photo_followup(text: str) -> bool: if not text: return False t = text.strip().lower() - markers = [ + direct_markers = [ "що ти бачиш", "що на фото", "що на зображенні", "опиши фото", "подивись фото", + "що на цьому фото", "що на цій фотографії", "що на цій світлині", + "проаналізуй фото", "аналіз фото", "переглянь фото", "повернись до фото", + "яка це рослина", "що це за рослина", "що за рослина", "що за культура", + "яка культура", "визнач рослину", "what do you see", "what is in the image", "describe the photo", + "analyze the photo", "analyze image", "what plant is this", "что ты видишь", "что на фото", "опиши фото", "посмотри фото", + "проанализируй фото", "какое это растение", "что за растение", ] - return any(m in t for m in markers) + if any(m in t for m in direct_markers): + return True + + # If user is correcting previous visual interpretation, route to vision again. + correction_markers = [ + "неправильна відповідь", "не правильна відповідь", "не видумуй", "це не так", + "ти помилився", "ти помилилась", "неправильно визначив", + "wrong answer", "you are wrong", "that is incorrect", + "неправильный ответ", "это не так", "ты ошибся", + ] + photo_topic_markers = ["фото", "зображ", "рослин", "image", "photo", "plant", "растен"] + if any(c in t for c in correction_markers) and any(p in t for p in photo_topic_markers): + return True + + # Flexible forms: "що на ... фото/зображенні/світлині" + if re.search(r"(що|what|что)\s+на\s+.*(фото|зображ|світлин|image|photo)", t): + # Exclude common meta-questions + meta_exclude = ["канал", "чат", "бот", "нормально"] + if not any(ex in t for ex in meta_exclude): + return True + return False + + +def _is_agromatrix_plant_intel_intent(agent_id: str, text: str) -> bool: + if (agent_id or "").lower() != "agromatrix": + return False + if not text: + return False + tl = text.strip().lower() + markers = [ + "що за рослина", "що це за рослина", "яка це рослина", "яка культура", + "визнач рослину", "ідентифікуй рослину", "хвороба рослини", "плями на листі", + "what plant", "identify plant", "identify crop", "plant disease", + "что за растение", "определи растение", "болезнь растения", + ] + return any(m in tl for m in markers) def _cleanup_user_language_prefs() -> None: @@ -855,6 +923,112 @@ def should_force_concise_reply(text: str) -> bool: return True +def _strip_answer_markup_noise(answer_text: str) -> str: + if not answer_text: + return "" + cleaned = answer_text.strip() + cleaned = re.sub(r"^\s*\*{1,3}\s*коротка відповідь\s*:?\s*\*{0,3}\s*", "", cleaned, flags=re.IGNORECASE) + cleaned = re.sub(r"^\s*\*{1,3}\s*відповідь\s*:?\s*\*{0,3}\s*", "", cleaned, flags=re.IGNORECASE) + cleaned = re.sub(r"^\s*#+\s*", "", cleaned) + # Remove markdown emphasis noise that leaks into short answers + cleaned = cleaned.replace("**", "") + cleaned = cleaned.replace("__", "") + return cleaned.strip() + + +def _compress_bulleted_answer(answer_text: str, max_items: int = 3) -> str: + if not answer_text: + return "" + lines = [ln.strip() for ln in answer_text.splitlines() if ln.strip()] + bullet_lines: List[str] = [] + for ln in lines: + normalized = ln.replace("**", "").replace("__", "").strip() + if re.match(r"^(\*?\s*[-*•]|\*?\s*\d+[\.\):])\s*", normalized): + item = re.sub(r"^(\*?\s*[-*•]|\*?\s*\d+[\.\):])\s*", "", normalized).strip() + item = re.sub(r"\s+", " ", item).strip(" -–—") + item = re.sub(r"\.{2,}", ".", item) + item = re.sub(r"\s+\.", ".", item) + # Keep concise mode truly short: first complete sentence from each bullet. + parts = re.split(r"(?<=[.!?…])\s+", item) + if parts: + item = parts[0].strip() + item = item.rstrip(":").strip() + if item: + bullet_lines.append(item) + if not bullet_lines: + return answer_text.strip() + picked = bullet_lines[:max_items] + joined = ". ".join(picked) + if joined and not joined.endswith((".", "!", "?")): + joined += "." + joined = re.sub(r"\s+", " ", joined).strip() + return joined or answer_text.strip() + + +def _limit_to_sentences(text: str, max_sentences: int = 3) -> str: + if not text: + return "" + parts = re.split(r"(?<=[.!?…])\s+", text.strip()) + parts = [p.strip() for p in parts if p.strip()] + if len(parts) <= max_sentences: + return " ".join(parts).strip() + return " ".join(parts[:max_sentences]).strip() + + +def _agromatrix_rewrite_capability_limitations(user_text: str, answer_text: str) -> str: + if not answer_text: + return answer_text + low = answer_text.lower() + limitation_markers = ( + "не можу бачити", "не можу переглядати зображення", "не маю доступу до зображень", + "працюю лише з текстом", "працюю виключно з текстом", + "cannot view images", "cannot analyze images", "as a text model", + ) + if not any(m in low for m in limitation_markers): + return answer_text + + ulow = (user_text or "").lower() + photo_markers = ("фото", "зображ", "image", "photo", "картин", "світлин") + if any(m in ulow for m in photo_markers): + return ( + "Можу аналізувати фото. Надішли, будь ласка, зображення ще раз одним повідомленням " + "з коротким питанням, і я дам точний розбір." + ) + + return ( + "Можу працювати природною мовою та з мультимодальністю: фото, голос і документи. " + "Сформулюй запит коротко, і я відповім по суті." + ) + + +def postprocess_agent_answer( + agent_id: str, + user_text: str, + answer_text: str, + force_detailed: bool, + needs_complex_reasoning: bool, +) -> str: + if not answer_text: + return answer_text + + if (agent_id or "").lower() != "agromatrix": + return answer_text + + # Keep detailed/complex answers intact. + if force_detailed or needs_complex_reasoning: + return answer_text + + user_text_len = len((user_text or "").strip()) + if user_text_len > 280: + return _agromatrix_rewrite_capability_limitations(user_text, answer_text) + + cleaned = _strip_answer_markup_noise(answer_text) + cleaned = _agromatrix_rewrite_capability_limitations(user_text, cleaned) + compact = _compress_bulleted_answer(cleaned, max_items=1) + short = _limit_to_sentences(compact, max_sentences=3) + return short or answer_text + + COMPLEX_REASONING_KEYWORDS = [ "стратег", "roadmap", "алгоритм", "architecture", "архітектур", "прогноз", "scenario", "модель", "аналіз", "побудуй", "plan", "дослідж", @@ -2148,12 +2322,45 @@ async def handle_telegram_webhook( text = update.message.get("text", "") caption = update.message.get("caption", "") - # If user asks about a recently sent photo, run vision on cached photo file_id. - if text and _looks_like_photo_followup(text): + # Photo/image intent guard: + # if text references a photo/image, try to resolve latest file_id and route to vision. + photo_intent = False + if text: + tl = text.lower() + photo_intent = _looks_like_photo_followup(text) or any( + k in tl for k in ("фото", "зображ", "світлин", "image", "photo") + ) + if not photo_intent: + # Robust fallback for common formulations like "що на цьому фото?" + photo_intent = bool( + re.search(r"(що|what|что).{0,24}(цьому|этом|this).{0,24}(фото|зображ|світлин|image|photo)", tl) + ) + + if photo_intent: recent_file_id = _get_recent_photo_file_id(agent_config.agent_id, chat_id, user_id) + + # Fallback: recover latest photo file_id from memory-service context (survives process restarts). + if not recent_file_id: + try: + mc = await memory_client.get_context( + user_id=f"tg:{user_id}", + agent_id=agent_config.agent_id, + team_id=dao_id, + channel_id=chat_id, + limit=80, + ) + recent_file_id = _extract_recent_photo_file_id_from_memory(mc) + if recent_file_id: + _set_recent_photo_context(agent_config.agent_id, chat_id, user_id, recent_file_id) + logger.info( + f"{agent_config.name}: Recovered photo file_id from memory context for follow-up: {recent_file_id}" + ) + except Exception as e: + logger.warning(f"{agent_config.name}: failed to recover photo file_id from memory: {e}") + if recent_file_id: logger.info( - f"{agent_config.name}: Detected follow-up photo question; using cached file_id={recent_file_id}" + f"{agent_config.name}: Photo intent detected; using file_id={recent_file_id}" ) followup_result = await process_photo( agent_config=agent_config, @@ -2167,6 +2374,16 @@ async def handle_telegram_webhook( bypass_media_gate=True, ) return followup_result + + # Hard guard: don't send photo-related requests to text LLM path when image context is missing. + is_question_like = ("?" in text) or any(k in tl for k in ("що", "опиши", "проанал", "what", "describe", "analy", "что")) + if is_question_like: + await send_telegram_message( + chat_id, + "Бачу питання про фото, але не знайшов зображення в історії сесії. Надішли фото ще раз з коротким питанням, і я одразу проаналізую.", + telegram_token, + ) + return {"ok": True, "handled": True, "reason": "photo_followup_without_image_context"} if not text and not caption: # Check for unsupported message types and silently ignore @@ -2432,6 +2649,7 @@ async def handle_telegram_webhook( "session_id": f"tg:{chat_id}:{dao_id}", "username": username, "chat_id": chat_id, + "raw_user_text": text, "sender_is_bot": is_sender_bot, "mentioned_bots": mentioned_bots, "requires_complex_reasoning": needs_complex_reasoning, @@ -2454,6 +2672,9 @@ async def handle_telegram_webhook( if should_force_detailed_reply(text): router_request["metadata"]["force_detailed"] = True + if _is_agromatrix_plant_intel_intent(agent_config.agent_id, text): + router_request["metadata"]["crewai_profile"] = "plant_intel" + if should_force_concise_reply(text): # IMPORTANT: preserve conversation context! Only append concise instruction router_request["metadata"]["force_concise"] = True @@ -2551,9 +2772,14 @@ async def handle_telegram_webhook( ) return {"ok": True, "skipped": True, "reason": "no_output_from_llm"} - # Truncate if too long for Telegram - if len(answer_text) > TELEGRAM_SAFE_LENGTH: - answer_text = answer_text[:TELEGRAM_SAFE_LENGTH] + "\n\n_... (відповідь обрізано)_" + force_detailed_reply = bool(router_request.get("metadata", {}).get("force_detailed")) + answer_text = postprocess_agent_answer( + agent_id=agent_config.agent_id, + user_text=text or "", + answer_text=answer_text, + force_detailed=force_detailed_reply, + needs_complex_reasoning=needs_complex_reasoning, + ) # Skip Telegram sending for prober requests (chat_id=0) if is_prober: @@ -2591,7 +2817,9 @@ async def handle_telegram_webhook( async with httpx.AsyncClient() as client: files = {"photo": ("image.png", BytesIO(image_bytes), "image/png")} - data = {"chat_id": chat_id, "caption": answer_text} + # Telegram caption limit is 1024 chars. + safe_caption = (answer_text or "")[:1024] + data = {"chat_id": chat_id, "caption": safe_caption} response_photo = await client.post(url, files=files, data=data, timeout=30.0) response_photo.raise_for_status() logger.info(f"✅ Sent generated image to Telegram chat {chat_id}") @@ -3532,44 +3760,51 @@ async def send_telegram_message(chat_id: str, text: str, bot_token: Optional[str return False # Defensive cleanup for occasional reasoning/markup leaks. - import re safe_text = re.sub(r'.*?', '', text or "", flags=re.DOTALL) safe_text = re.sub(r'.*$', '', safe_text, flags=re.DOTALL) safe_text = safe_text.strip() or "..." token_id = telegram_token.split(":", 1)[0] if ":" in telegram_token else "unknown" url = f"https://api.telegram.org/bot{telegram_token}/sendMessage" - payload = { - "chat_id": str(chat_id), - "text": safe_text, - "disable_web_page_preview": True, - } - try: - async with httpx.AsyncClient() as client: - response = await client.post(url, json=payload, timeout=15.0) + async def _send_chunk(chunk: str) -> bool: + payload = { + "chat_id": str(chat_id), + "text": chunk, + "disable_web_page_preview": True, + } + try: + async with httpx.AsyncClient() as client: + response = await client.post(url, json=payload, timeout=15.0) - if response.status_code >= 400: - err_desc = response.text[:300] - try: - body = response.json() - err_desc = body.get("description") or err_desc - except Exception: - pass - logger.error( - "Telegram sendMessage failed: bot_id=%s chat_id=%s status=%s desc=%s", - token_id, - chat_id, - response.status_code, - err_desc, - ) + if response.status_code >= 400: + err_desc = response.text[:300] + try: + body = response.json() + err_desc = body.get("description") or err_desc + except Exception: + pass + logger.error( + "Telegram sendMessage failed: bot_id=%s chat_id=%s status=%s desc=%s", + token_id, + chat_id, + response.status_code, + err_desc, + ) + return False + return True + except Exception as e: + logger.error("Telegram sendMessage exception: bot_id=%s chat_id=%s error=%s", token_id, chat_id, e) return False - logger.info("Telegram message sent: bot_id=%s chat_id=%s", token_id, chat_id) - return True - except Exception as e: - logger.error("Telegram sendMessage exception: bot_id=%s chat_id=%s error=%s", token_id, chat_id, e) - return False + all_ok = True + chunks = _chunk_text(safe_text, max_len=TELEGRAM_MAX_MESSAGE_LENGTH) + for chunk in chunks: + sent = await _send_chunk(chunk) + all_ok = all_ok and sent + if all_ok: + logger.info("Telegram message sent: bot_id=%s chat_id=%s chunks=%s", token_id, chat_id, len(chunks)) + return all_ok # ======================================== From 9ecce79810e3e2ae01411ef5d53dcab7617d23e2 Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Fri, 20 Feb 2026 17:56:05 +0100 Subject: [PATCH 03/24] registry: assign district_id for agents and add district registry catalog --- config/agent_registry.json | 51 +++++++++++++---- gateway-bot/agent_registry.json | 60 ++++++++++++++----- gateway-bot/district_registry.json | 92 ++++++++++++++++++++++++++++++ 3 files changed, 176 insertions(+), 27 deletions(-) create mode 100644 gateway-bot/district_registry.json diff --git a/config/agent_registry.json b/config/agent_registry.json index 8f9c2870..719d518a 100644 --- a/config/agent_registry.json +++ b/config/agent_registry.json @@ -19,7 +19,8 @@ "onboarding", "ecosystem" ], - "mentor": null + "mentor": null, + "district_id": "city-core" }, "helion": { "display_name": "Helion", @@ -35,7 +36,8 @@ "market_analysis", "biominer" ], - "mentor": null + "mentor": null, + "district_id": "helion" }, "alateya": { "display_name": "Aletheia", @@ -58,7 +60,8 @@ "email": "alverjob@gmail.com", "site": "https://alverjob.xyz", "youtube": "https://www.youtube.com/@alverjob72" - } + }, + "district_id": "alateya" }, "druid": { "display_name": "DRUID", @@ -76,7 +79,8 @@ "inci", "safety_basics" ], - "mentor": null + "mentor": null, + "district_id": "druid" }, "nutra": { "display_name": "NUTRA", @@ -93,7 +97,8 @@ "vitamins", "microbiome" ], - "mentor": null + "mentor": null, + "district_id": "nutra" }, "agromatrix": { "display_name": "Степан Матрікс", @@ -110,7 +115,8 @@ "logistics", "farm_economics" ], - "mentor": null + "mentor": null, + "district_id": "agromatrix" }, "greenfood": { "display_name": "GREENFOOD", @@ -127,7 +133,8 @@ "food_production", "sales" ], - "mentor": null + "mentor": null, + "district_id": "greenfood" }, "clan": { "display_name": "CLAN", @@ -143,7 +150,8 @@ "culture", "facilitation" ], - "mentor": null + "mentor": null, + "district_id": "clan" }, "eonarch": { "display_name": "EONARCH", @@ -159,7 +167,8 @@ "transformation", "spirituality" ], - "mentor": null + "mentor": null, + "district_id": "eonarch" }, "yaromir": { "display_name": "YAROMIR", @@ -175,7 +184,8 @@ "code_review", "strategy" ], - "mentor": null + "mentor": null, + "district_id": "city-core" }, "soul": { "display_name": "SOUL", @@ -191,7 +201,24 @@ "values", "wellbeing" ], - "mentor": null + "mentor": null, + "district_id": "soul" + }, + "dario": { + "display_name": "DARIO", + "canonical_role": "Future DAARION Agent (planned, not launched)", + "prompt_file": "dario_prompt.txt", + "telegram_mode": "disabled", + "visibility": "private", + "status": "planned", + "district_id": "city-core", + "domains": [ + "city_ops", + "coordination", + "support" + ], + "mentor": null, + "launch_state": "planned" } } -} \ No newline at end of file +} diff --git a/gateway-bot/agent_registry.json b/gateway-bot/agent_registry.json index 4ed984eb..d32937ae 100644 --- a/gateway-bot/agent_registry.json +++ b/gateway-bot/agent_registry.json @@ -19,7 +19,8 @@ "onboarding", "ecosystem" ], - "mentor": null + "mentor": null, + "district_id": "city-core" }, "helion": { "display_name": "Helion", @@ -35,7 +36,8 @@ "market_analysis", "biominer" ], - "mentor": null + "mentor": null, + "district_id": "helion" }, "alateya": { "display_name": "Aletheia", @@ -58,7 +60,8 @@ "email": "alverjob@gmail.com", "site": "https://alverjob.xyz", "youtube": "https://www.youtube.com/@alverjob72" - } + }, + "district_id": "alateya" }, "druid": { "display_name": "DRUID", @@ -76,7 +79,8 @@ "inci", "safety_basics" ], - "mentor": null + "mentor": null, + "district_id": "druid" }, "nutra": { "display_name": "NUTRA", @@ -93,7 +97,8 @@ "vitamins", "microbiome" ], - "mentor": null + "mentor": null, + "district_id": "nutra" }, "agromatrix": { "display_name": "Степан Матрікс", @@ -110,7 +115,8 @@ "logistics", "farm_economics" ], - "mentor": null + "mentor": null, + "district_id": "agromatrix" }, "greenfood": { "display_name": "GREENFOOD", @@ -127,7 +133,8 @@ "food_production", "sales" ], - "mentor": null + "mentor": null, + "district_id": "greenfood" }, "clan": { "display_name": "CLAN", @@ -143,7 +150,8 @@ "culture", "facilitation" ], - "mentor": null + "mentor": null, + "district_id": "clan" }, "eonarch": { "display_name": "EONARCH", @@ -159,7 +167,8 @@ "transformation", "spirituality" ], - "mentor": null + "mentor": null, + "district_id": "eonarch" }, "yaromir": { "display_name": "YAROMIR", @@ -175,7 +184,8 @@ "code_review", "strategy" ], - "mentor": null + "mentor": null, + "district_id": "city-core" }, "soul": { "display_name": "SOUL", @@ -191,7 +201,8 @@ "values", "wellbeing" ], - "mentor": null + "mentor": null, + "district_id": "soul" }, "senpai": { "display_name": "SENPAI", @@ -207,7 +218,8 @@ "defi", "portfolio" ], - "mentor": null + "mentor": null, + "district_id": "senpai" }, "oneok": { "display_name": "1OK", @@ -227,7 +239,8 @@ "mentor": { "name": "Ілля Титар", "telegram": "@Titar240581" - } + }, + "district_id": "city-core" }, "sofiia": { "display_name": "Sophia", @@ -242,7 +255,24 @@ "platform_evolution", "technical_leadership" ], - "mentor": null + "mentor": null, + "district_id": "city-core" + }, + "dario": { + "display_name": "DARIO", + "canonical_role": "Future DAARION Agent (planned, not launched)", + "prompt_file": "dario_prompt.txt", + "telegram_mode": "disabled", + "visibility": "private", + "status": "planned", + "district_id": "city-core", + "domains": [ + "city_ops", + "coordination", + "support" + ], + "mentor": null, + "launch_state": "planned" } } -} \ No newline at end of file +} diff --git a/gateway-bot/district_registry.json b/gateway-bot/district_registry.json new file mode 100644 index 00000000..17e39a6f --- /dev/null +++ b/gateway-bot/district_registry.json @@ -0,0 +1,92 @@ +{ + "districts": [ + { + "district_id": "city-core", + "title": "City Core - DAARION.city", + "domain": "daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "daarwizz" + }, + { + "district_id": "helion", + "title": "Helion District", + "domain": "helion.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "helion" + }, + { + "district_id": "alateya", + "title": "Alateya District", + "domain": "alateya.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "alateya" + }, + { + "district_id": "druid", + "title": "Druid District", + "domain": "druid.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "druid" + }, + { + "district_id": "nutra", + "title": "Nutra District", + "domain": "nutra.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "nutra" + }, + { + "district_id": "agromatrix", + "title": "AgroMatrix District", + "domain": "agromatrix.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "agromatrix" + }, + { + "district_id": "greenfood", + "title": "GreenFood District", + "domain": "greenfood.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "greenfood" + }, + { + "district_id": "clan", + "title": "Clan District", + "domain": "clan.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "clan" + }, + { + "district_id": "eonarch", + "title": "Eonarch District", + "domain": "eonarch.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "eonarch" + }, + { + "district_id": "soul", + "title": "Soul District", + "domain": "soul.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "soul" + }, + { + "district_id": "senpai", + "title": "Senpai District", + "domain": "senpai.daarion.city", + "status": "active", + "logo_url": null, + "lead_agent_id": "senpai" + } + ] +} From a8a153a87a71fdb658335e6193d6b153a7929cbd Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Fri, 20 Feb 2026 17:56:33 +0100 Subject: [PATCH 04/24] router: add tool manager runtime and memory retrieval updates --- services/router/agent_tools_config.py | 11 +- services/router/main.py | 323 ++++++++++++++++++++--- services/router/memory_retrieval.py | 41 ++- services/router/router-config.yml | 5 +- services/router/tool_manager.py | 365 ++++++++++++++++++++++++++ 5 files changed, 703 insertions(+), 42 deletions(-) diff --git a/services/router/agent_tools_config.py b/services/router/agent_tools_config.py index de9bb085..f958cb3e 100644 --- a/services/router/agent_tools_config.py +++ b/services/router/agent_tools_config.py @@ -46,8 +46,15 @@ AGENT_SPECIALIZED_TOOLS = { "nutra": ['comfy_generate_image', 'comfy_generate_video'], # AgroMatrix - Agriculture - # Specialized: crop analysis, weather integration, field mapping - "agromatrix": ['comfy_generate_image', 'comfy_generate_video'], + # Specialized: crop analysis, weather integration, field mapping + plant intelligence + "agromatrix": [ + 'comfy_generate_image', + 'comfy_generate_video', + 'plantnet_lookup', + 'nature_id_identify', + 'gbif_species_lookup', + 'agrovoc_lookup', + ], # GreenFood - Food & Eco # Specialized: recipe analysis, eco-scoring diff --git a/services/router/main.py b/services/router/main.py index 212d5a34..0f7e41f0 100644 --- a/services/router/main.py +++ b/services/router/main.py @@ -11,6 +11,7 @@ import httpx import logging import hashlib import time # For latency metrics +from datetime import datetime # CrewAI Integration try: @@ -128,6 +129,54 @@ def _vision_answer_uncertain(answer: str) -> bool: return any(m in a for m in uncertain_markers) +def _is_plant_identification_request(prompt: str) -> bool: + if not prompt: + return False + p = prompt.lower() + markers = [ + "що за рослина", "що це за рослина", "яка це рослина", "яка рослина", + "що за культура", "яка культура", "визнач рослину", "визнач культуру", + "ідентифікуй рослину", "впізнай рослину", + "what plant", "identify plant", "identify crop", "what crop", + "что за растение", "какое растение", "определи растение", + ] + return any(m in p for m in markers) + + +def _build_plant_web_queries(prompt: str, vision_text: str) -> List[str]: + base = _build_vision_web_query(prompt, vision_text) + vt = _extract_vision_search_facts(vision_text, max_chars=180) + queries: List[str] = [] + if base: + queries.append(base) + if vt: + queries.append(f"{vt} crop seedling identification") + queries.append(f"{vt} identification by leaves field photo") + queries.append(f"{vt} визначення культури за листком") + # Deduplicate while preserving order. + seen = set() + out: List[str] = [] + for q in queries: + qq = re.sub(r"\s+", " ", q).strip() + if qq and qq not in seen: + seen.add(qq) + out.append(qq) + return out[:3] + + +def _build_cautious_plant_response(base_text: str, source_count: int) -> str: + concise_base = _sanitize_vision_text_for_user(base_text) or "По цьому фото поки не можу надійно визначити культуру." + parts = [seg.strip() for seg in re.split(r"(?<=[.!?])\s+", concise_base) if seg.strip()] + if len(parts) > 2: + concise_base = " ".join(parts[:2]).strip() + return ( + f"{concise_base}\n\n" + f"Зараз це попередня оцінка (перевірених джерел: {source_count}). " + "Щоб дати точну ідентифікацію, надішли 2-3 фото: загальний план, крупний план листка " + "і фото стебла/вузла росту." + ) + + EMPTY_ANSWER_GUARD_AGENTS = {"devtools", "monitor"} @@ -187,6 +236,44 @@ def _build_image_fallback_response(agent_id: str, prompt: str = "") -> str: return "Я поки не бачу достатньо деталей на фото. Надішли, будь ласка, чіткіше фото або крупний план об'єкта." +def _parse_tool_json_result(raw: Any) -> Dict[str, Any]: + if isinstance(raw, dict): + return raw + if isinstance(raw, str): + try: + parsed = json.loads(raw) + return parsed if isinstance(parsed, dict) else {} + except Exception: + return {} + return {} + + + +def _looks_like_image_question(prompt: str) -> bool: + if not prompt: + return False + p = str(prompt).lower().strip() + # If it's too short (e.g. "що це?", "что это?"), it might be a follow-up to an image. + # But we should only trigger the guard if the user EXPLICITLY mentions an image + # and we don't have one. + markers = ( + "що на фото", "що на цьому фото", "що на зображ", "опиши фото", "проаналізуй фото", + "what is in the image", "what is on this photo", "describe the photo", "analyze image", + "что на фото", "что на этом фото", "опиши фото", "проанализируй фото", + ) + if any(m in p for m in markers): + return True + + # Refined regex: must contain 'what|what is|how' and 'photo|image' + # but avoid generic "can you..." + if re.search(r"(що|what|что|опиши|проаналізуй|подивись).{1,24}(фото|зображ|image|photo|світлин)", p): + # Exclude common meta-questions that might contain these words but aren't about an image + meta_exclude = ["канал", "чат", "бот", "нормально"] + if not any(ex in p for ex in meta_exclude): + return True + + return False + def _sanitize_vision_text_for_user(text: str) -> str: if not text: @@ -1218,6 +1305,22 @@ async def agent_infer(agent_id: str, request: InferRequest): username = metadata.get("username") # Get agent_id from metadata or URL parameter request_agent_id = metadata.get("agent_id", agent_id).lower() + + # Safety guard: avoid text-only handling for image questions without image payload. + # IMPORTANT: inspect only the latest user text when provided by gateway, + # not the full context-augmented prompt. + raw_user_text = str(metadata.get("raw_user_text", "") or "").strip() + image_guard_text = raw_user_text if raw_user_text else request.prompt + if (not request.images) and _looks_like_image_question(image_guard_text): + return InferResponse( + response=( + "Бачу запит про фото/зображення, але в запиті немає самого файлу. " + "Надішліть фото ще раз (або прикріпіть файл із підписом), і я одразу проаналізую." + ), + model="vision-context-required", + backend="router-guard", + tokens_used=0, + ) if MEMORY_RETRIEVAL_AVAILABLE and memory_retrieval: try: @@ -1248,20 +1351,32 @@ async def agent_infer(agent_id: str, request: InferRequest): logger.info(f"ℹ️ No system_prompt in request for agent {agent_id}, loading from configured sources") if not system_prompt: - try: - from prompt_builder import get_agent_system_prompt - system_prompt = await get_agent_system_prompt( - agent_id, - city_service_url=CITY_SERVICE_URL, - router_config=router_config - ) - logger.info(f"✅ Loaded system prompt from database for {agent_id}") - except Exception as e: - logger.warning(f"⚠️ Could not load prompt from database: {e}") - # Fallback to config + if not (CITY_SERVICE_URL or '').strip(): system_prompt_source = "router_config" agent_config = router_config.get("agents", {}).get(agent_id, {}) system_prompt = agent_config.get("system_prompt") + logger.info(f"ℹ️ CITY_SERVICE_URL is empty; loaded system prompt from router_config for {agent_id}") + else: + try: + from prompt_builder import get_agent_system_prompt + system_prompt = await get_agent_system_prompt( + agent_id, + city_service_url=CITY_SERVICE_URL, + router_config=router_config + ) + logger.info(f"✅ Loaded system prompt from city service/config for {agent_id}") + except Exception as e: + logger.warning(f"⚠️ Could not load prompt via prompt_builder: {e}") + # Fallback to config + system_prompt_source = "router_config" + agent_config = router_config.get("agents", {}).get(agent_id, {}) + system_prompt = agent_config.get("system_prompt") + + if system_prompt and system_prompt_source == "city_service": + # prompt_builder may silently fall back to router config; reflect actual source in metadata/logs + cfg_prompt = (router_config.get("agents", {}).get(agent_id, {}) or {}).get("system_prompt") + if cfg_prompt and (system_prompt or "").strip() == str(cfg_prompt).strip(): + system_prompt_source = "router_config" if not system_prompt: system_prompt_source = "empty" @@ -1284,6 +1399,109 @@ async def agent_infer(agent_id: str, request: InferRequest): # Use router config to get default model for agent, fallback to qwen3:8b agent_config = router_config.get("agents", {}).get(agent_id, {}) + # ========================================================================= + # AGROMATRIX PLANT PRE-VISION (edge tool before CrewAI) + # ========================================================================= + crewai_profile = str(effective_metadata.get("crewai_profile", "") or "").strip().lower() + is_agromatrix_plant = request_agent_id == "agromatrix" and crewai_profile == "plant_intel" + + if is_agromatrix_plant and http_client and user_id and chat_id and not request.images: + # Follow-up path: reuse last structured plant identification from fact-memory. + fact_key = f"last_plant:{request_agent_id}:{chat_id}" + try: + fact_resp = await http_client.get( + f"http://memory-service:8000/facts/{fact_key}", + params={"user_id": user_id}, + timeout=8.0, + ) + if fact_resp.status_code == 200: + fact_data = fact_resp.json() or {} + last_plant = fact_data.get("fact_value_json") or {} + if isinstance(last_plant, str): + try: + last_plant = json.loads(last_plant) + except Exception: + last_plant = {} + if isinstance(last_plant, dict) and last_plant.get("top_k"): + effective_metadata["last_plant"] = last_plant + # Give deterministic context to synthesis without exposing internals to end user. + request.prompt = ( + f"{request.prompt}\n\n" + f"[PREVIOUS_PLANT_IDENTIFICATION] {json.dumps(last_plant, ensure_ascii=False)}" + ) + logger.info( + f"🌿 Plant follow-up context loaded: top1={((last_plant.get('top_k') or [{}])[0]).get('scientific_name', 'N/A')}" + ) + except Exception as e: + logger.warning(f"⚠️ Plant follow-up context load failed: {e}") + + if is_agromatrix_plant and request.images and len(request.images) > 0 and TOOL_MANAGER_AVAILABLE and tool_manager: + first_image = request.images[0] + tool_args: Dict[str, Any] = {"top_k": 5} + if isinstance(first_image, str) and first_image.startswith("data:"): + tool_args["image_data"] = first_image + elif isinstance(first_image, str): + tool_args["image_url"] = first_image + + try: + tool_res = await tool_manager.execute_tool( + "nature_id_identify", + tool_args, + agent_id=request_agent_id, + chat_id=chat_id, + user_id=user_id, + ) + if tool_res and tool_res.success and tool_res.result: + plant_vision = _parse_tool_json_result(tool_res.result) + if plant_vision: + top_k_rows = plant_vision.get("top_k") or [] + top1 = top_k_rows[0] if top_k_rows else {} + confidence = float(plant_vision.get("confidence") or top1.get("confidence") or 0.0) + effective_metadata["plant_vision"] = plant_vision + effective_metadata["plant_top_k"] = top_k_rows + effective_metadata["plant_confidence"] = confidence + request.prompt = ( + f"{request.prompt}\n\n" + f"[PLANT_VISION_PREPROCESSED] {json.dumps(plant_vision, ensure_ascii=False)}" + ) + if top1: + logger.info( + f"🌿 Vision pre-process: {confidence:.2f}% {top1.get('scientific_name') or top1.get('name') or 'unknown'}" + ) + else: + logger.info("🌿 Vision pre-process: no candidates") + + if plant_vision.get("recommend_fallback"): + logger.info("🌿 Vision pre-process: low confidence -> GBIF fallback enabled") + + # Persist structured plant result for follow-up questions. + if http_client and user_id and chat_id: + fact_key = f"last_plant:{request_agent_id}:{chat_id}" + try: + await http_client.post( + "http://memory-service:8000/facts/upsert", + json={ + "user_id": user_id, + "fact_key": fact_key, + "fact_value": (top1.get("scientific_name") if isinstance(top1, dict) else None), + "fact_value_json": { + "top_k": top_k_rows, + "confidence": confidence, + "recommend_fallback": bool(plant_vision.get("recommend_fallback")), + "gbif_validation": plant_vision.get("gbif_validation"), + "identified_at": datetime.utcnow().isoformat(), + "agent_id": request_agent_id, + "chat_id": chat_id, + "source": "plant_vision_preprocess", + }, + }, + timeout=8.0, + ) + except Exception as e: + logger.warning(f"⚠️ Failed to store last_plant fact: {e}") + except Exception as e: + logger.warning(f"⚠️ Plant pre-vision failed: {e}") + # ========================================================================= # CREWAI DECISION: Use orchestration or direct LLM? # ========================================================================= @@ -1341,9 +1559,12 @@ async def agent_infer(agent_id: str, request: InferRequest): # Get agent CrewAI config from registry (or router_config fallback) crewai_cfg = agent_config.get("crewai", {}) + # CrewAI trigger should inspect the latest user message first (if provided by gateway), + # otherwise it can overreact to long context history. + decision_prompt = str(effective_metadata.get("raw_user_text", "") or "").strip() or request.prompt use_crewai, crewai_reason = should_use_crewai( agent_id=agent_id, - prompt=request.prompt, + prompt=decision_prompt, agent_config=agent_config, metadata=effective_metadata, force_crewai=effective_metadata.get("force_crewai", False), @@ -1366,6 +1587,10 @@ async def agent_infer(agent_id: str, request: InferRequest): }, "metadata": effective_metadata, "runtime_envelope": runtime_envelope, + "plant_vision": effective_metadata.get("plant_vision"), + "plant_top_k": effective_metadata.get("plant_top_k"), + "plant_confidence": effective_metadata.get("plant_confidence"), + "last_plant": effective_metadata.get("last_plant"), }, team=crewai_cfg.get("team"), profile=effective_metadata.get("crewai_profile") @@ -1503,6 +1728,9 @@ async def agent_infer(agent_id: str, request: InferRequest): full_response = _sanitize_vision_text_for_user(raw_response) vision_web_query = "" vision_sources: List[Dict[str, str]] = [] + plant_intent = _is_plant_identification_request(request.prompt) + wants_web = False + uncertain = False # Debug: log full response structure logger.info( @@ -1520,39 +1748,57 @@ async def agent_infer(agent_id: str, request: InferRequest): try: wants_web = _vision_prompt_wants_web(request.prompt) uncertain = _vision_answer_uncertain(full_response or raw_response) - if wants_web or uncertain: - query = _build_vision_web_query(request.prompt, full_response or raw_response) - if not query: + if wants_web or uncertain or plant_intent: + queries = ( + _build_plant_web_queries(request.prompt, full_response or raw_response) + if plant_intent + else [_build_vision_web_query(request.prompt, full_response or raw_response)] + ) + queries = [q for q in queries if q] + if not queries: logger.info("🔎 Vision web enrich skipped: query not actionable") else: - vision_web_query = query - search_result = await tool_manager.execute_tool( - "web_search", - {"query": query, "max_results": 3}, - agent_id=request_agent_id, - chat_id=chat_id, - user_id=user_id, - ) - if search_result and search_result.success and search_result.result: - + vision_web_query = queries[0] + merged_chunks: List[str] = [] + merged_sources: List[Dict[str, str]] = [] + for query in queries: + search_result = await tool_manager.execute_tool( + "web_search", + {"query": query, "max_results": 3}, + agent_id=request_agent_id, + chat_id=chat_id, + user_id=user_id, + ) + if not (search_result and search_result.success and search_result.result): + continue compact_search = _compact_web_search_result( search_result.result, query=query, agent_id=request_agent_id, ) + if not compact_search or "Нічого не знайдено" in compact_search: + continue + merged_chunks.append(compact_search) + merged_sources.extend(_extract_sources_from_compact(compact_search)) - if compact_search and "Нічого не знайдено" not in compact_search: - vision_sources = _extract_sources_from_compact(compact_search) + # Deduplicate sources. + if merged_sources: + uniq: List[Dict[str, str]] = [] + seen = set() + for s in merged_sources: + key = (s.get("title", ""), s.get("url", "")) + if key in seen: + continue + seen.add(key) + uniq.append(s) + vision_sources = uniq[:5] - base_text = full_response or "Не вдалося надійно ідентифікувати об'єкт на фото." - - full_response = ( - - f"{base_text}\n\n" - - f"Додатково знайшов у відкритих джерелах:\n{compact_search}" - - ) + if merged_chunks: + base_text = full_response or "Не вдалося надійно ідентифікувати об'єкт на фото." + full_response = ( + f"{base_text}\n\n" + f"Додатково знайшов у відкритих джерелах:\n{merged_chunks[0]}" + ) logger.info( "🌐 Vision web enrichment applied " @@ -1568,6 +1814,11 @@ async def agent_infer(agent_id: str, request: InferRequest): f"query='{vision_web_query[:180]}', sources={len(vision_sources)}" ) + # Plant identification safety gate: + # avoid hard species claims when confidence is low or evidence is weak. + if request_agent_id == "agromatrix" and plant_intent and (uncertain or len(vision_sources) < 2): + full_response = _build_cautious_plant_response(full_response or raw_response, len(vision_sources)) + # Image quality gate: one soft retry if response looks empty/meta. if _image_response_needs_retry(full_response): try: diff --git a/services/router/memory_retrieval.py b/services/router/memory_retrieval.py index c3f887d0..a16cd58e 100644 --- a/services/router/memory_retrieval.py +++ b/services/router/memory_retrieval.py @@ -18,6 +18,7 @@ Collections per agent: import os import json import logging +import re from typing import Optional, Dict, Any, List from dataclasses import dataclass, field from datetime import datetime @@ -453,7 +454,7 @@ class MemoryRetrieval: # Higher threshold for messages; even higher when user asks about docs to avoid pulling old chatter. msg_thresh = 0.5 if is_doc_query else 0.4 if r.score > msg_thresh: - text = r.payload.get("text", r.payload.get("content", "")) + text = self._extract_message_text(r.payload) # Skip very short or system messages if len(text) > 20 and not text.startswith("<"): if is_doc_query and topic_keywords: @@ -501,7 +502,7 @@ class MemoryRetrieval: seen_texts = set() unique_results = [] for r in all_results: - text_key = r.get("text", "")[:50].lower() + text_key = self._canonical_text_key(r.get("text", "")) if text_key not in seen_texts: seen_texts.add(text_key) unique_results.append(r) @@ -511,6 +512,40 @@ class MemoryRetrieval: except Exception as e: logger.warning(f"Memory search failed for {agent_id}: {e}") return [] + + @staticmethod + def _extract_message_text(payload: Dict[str, Any]) -> str: + """ + Normalize text across both payload schemas: + - memory-service: content/text (+ role/channel_id) + - router: user_message + assistant_response (+ chat_id) + """ + if not payload: + return "" + + text = (payload.get("text") or payload.get("content") or "").strip() + if text: + lower = text.lower() + marker = "\n\nassistant:" + idx = lower.rfind(marker) + if lower.startswith("user:") and idx != -1: + assistant_text = text[idx + len(marker):].strip() + if assistant_text: + return assistant_text + return text + + user_text = (payload.get("user_message") or "").strip() + assistant_text = (payload.get("assistant_response") or "").strip() + if user_text and assistant_text: + return f"User: {user_text}\n\nAssistant: {assistant_text}" + return user_text or assistant_text + + @staticmethod + def _canonical_text_key(text: str) -> str: + if not text: + return "" + normalized = re.sub(r"\s+", " ", text.strip().lower()) + return normalized[:220] async def get_user_graph_context( self, @@ -619,6 +654,8 @@ class MemoryRetrieval: query=message, agent_id=agent_id, platform_user_id=identity.platform_user_id, + chat_id=chat_id, + user_id=user_id, limit=5 ) brief.relevant_memories = memories diff --git a/services/router/router-config.yml b/services/router/router-config.yml index 14e238af..09d7f108 100644 --- a/services/router/router-config.yml +++ b/services/router/router-config.yml @@ -408,8 +408,9 @@ agents: description: "Monitor Agent - архітектор-інспектор DAGI" default_llm: local_qwen3_8b system_prompt: | - Ти - Monitor Agent, стежиш за нодами, сервісами, агентами. - Якщо бачиш у чаті інших ботів, відповідай тільки за інфраструктурою або прямим тегом. + Ти - Monitor Agent, інфраструктурний інспектор DAGI: ноди, сервіси, пайплайни, алерти. + Ти знаєш, що DAARWIZZ — головний оркестратор мережі DAARION.city; для governance/маршрутизації посилайся на нього. + Відповідай коротко і по суті; якщо даних бракує — одразу кажи, який саме метрик/лог потрібен. tools: - id: get_metrics type: builtin diff --git a/services/router/tool_manager.py b/services/router/tool_manager.py index 881f64e4..f298efcc 100644 --- a/services/router/tool_manager.py +++ b/services/router/tool_manager.py @@ -108,6 +108,116 @@ TOOL_DEFINITIONS = [ } } }, + { + "type": "function", + "function": { + "name": "plantnet_lookup", + "description": "Визначення рослин через Pl@ntNet API. Повертає top-k кандидатів з confidence.", + "parameters": { + "type": "object", + "properties": { + "query": { + "type": "string", + "description": "Короткий опис рослини/культури (якщо немає image_url)" + }, + "image_url": { + "type": "string", + "description": "Публічне посилання на фото рослини" + }, + "organ": { + "type": "string", + "description": "Орган рослини: leaf/flower/fruit/bark/auto", + "default": "auto" + }, + "top_k": { + "type": "integer", + "description": "Скільки кандидатів повернути (1-10)", + "default": 3 + } + } + } + } + }, + { + "type": "function", + "function": { + "name": "nature_id_identify", + "description": "Локальна/open-source ідентифікація рослин через nature-id сумісний сервіс.", + "parameters": { + "type": "object", + "properties": { + "image_url": { + "type": "string", + "description": "Публічне посилання на фото рослини" + }, + "image_data": { + "type": "string", + "description": "Data URL зображення (data:image/...;base64,...)" + }, + "top_k": { + "type": "integer", + "description": "Скільки кандидатів повернути (1-10)", + "default": 3 + }, + "min_confidence": { + "type": "number", + "description": "Поріг confidence для fallback на GBIF", + "default": 0.65 + } + }, + "required": ["image_url"] + } + } + }, + { + "type": "function", + "function": { + "name": "gbif_species_lookup", + "description": "Пошук таксонів у GBIF для валідації назви культури/рослини.", + "parameters": { + "type": "object", + "properties": { + "query": { + "type": "string", + "description": "Назва/термін для пошуку виду" + }, + "limit": { + "type": "integer", + "description": "Кількість результатів (1-10)", + "default": 5 + } + }, + "required": ["query"] + } + } + }, + { + "type": "function", + "function": { + "name": "agrovoc_lookup", + "description": "Нормалізація агро-термінів через AGROVOC (SPARQL).", + "parameters": { + "type": "object", + "properties": { + "query": { + "type": "string", + "description": "Термін культури/хвороби/технології" + }, + "lang": { + "type": "string", + "description": "Мова міток (en/uk/ru)", + "default": "en" + }, + "limit": { + "type": "integer", + "description": "Кількість результатів (1-10)", + "default": 5 + } + }, + "required": ["query"] + } + } + }, # PRIORITY 3: Generation tools { "type": "function", @@ -709,6 +819,14 @@ class ToolManager: return await self._web_search(arguments) elif tool_name == "web_extract": return await self._web_extract(arguments) + elif tool_name == "plantnet_lookup": + return await self._plantnet_lookup(arguments) + elif tool_name == "nature_id_identify": + return await self._nature_id_identify(arguments) + elif tool_name == "gbif_species_lookup": + return await self._gbif_species_lookup(arguments) + elif tool_name == "agrovoc_lookup": + return await self._agrovoc_lookup(arguments) elif tool_name == "image_generate": return await self._image_generate(arguments) elif tool_name == "comfy_generate_image": @@ -2530,6 +2648,253 @@ class ToolManager: except Exception as e: return ToolResult(success=False, result=None, error=str(e)) + async def _plantnet_lookup(self, args: Dict) -> ToolResult: + """Plant identification via Pl@ntNet API (skeleton adapter).""" + query = str(args.get("query", "") or "").strip() + image_url = str(args.get("image_url", "") or "").strip() + organ = str(args.get("organ", "auto") or "auto").strip().lower() + top_k = max(1, min(int(args.get("top_k", 3)), 5)) + + api_key = (os.getenv("PLANTNET_API_KEY") or "").strip() + if image_url and api_key: + try: + params = { + "api-key": api_key, + "images": image_url, + "organs": "leaf" if organ == "auto" else organ, + "lang": "en", + } + resp = await self.http_client.get( + "https://my-api.plantnet.org/v2/identify/all", + params=params, + timeout=25.0, + ) + if resp.status_code == 200: + data = resp.json() + results = (data.get("results") or [])[:top_k] + if not results: + return ToolResult(success=True, result="Pl@ntNet: кандидатів не знайдено.") + lines = [] + for idx, item in enumerate(results, 1): + species = (item.get("species") or {}) + sname = species.get("scientificNameWithoutAuthor") or species.get("scientificName") or "unknown" + common = species.get("commonNames") or [] + cname = common[0] if common else "-" + score = float(item.get("score") or 0.0) + lines.append(f"{idx}. {sname} ({cname}) score={score:.3f}") + return ToolResult(success=True, result="Pl@ntNet candidates:\n" + "\n".join(lines)) + return ToolResult(success=False, result=None, error=f"plantnet_http_{resp.status_code}") + except Exception as e: + return ToolResult(success=False, result=None, error=f"plantnet_error: {e}") + + if image_url: + ni = await self._nature_id_identify({"image_url": image_url, "top_k": top_k}) + if ni.success: + return ni + + if query: + return await self._gbif_species_lookup({"query": query, "limit": top_k}) + + return ToolResult( + success=False, + result=None, + error="No available plant ID backend (set PLANTNET_API_KEY or NATURE_ID_URL, or provide text query)", + ) + + async def _nature_id_identify(self, args: Dict) -> ToolResult: + """Open-source plant identification via self-hosted nature-id compatible endpoint.""" + image_url = str(args.get("image_url", "") or "").strip() + image_data = str(args.get("image_data", "") or "").strip() + top_k = max(1, min(int(args.get("top_k", 3)), 10)) + min_confidence = float(args.get("min_confidence", os.getenv("NATURE_ID_MIN_CONFIDENCE", "0.65"))) + + if not image_url and not image_data: + return ToolResult(success=False, result=None, error="image_url or image_data is required") + + base = (os.getenv("NATURE_ID_URL") or "").strip().rstrip("/") + if not base: + return ToolResult(success=False, result=None, error="NATURE_ID_URL is not configured") + + try: + if image_data: + # data URL -> multipart /identify-file + if not image_data.startswith("data:") or "," not in image_data: + return ToolResult(success=False, result=None, error="invalid image_data format") + header, b64 = image_data.split(",", 1) + mime = "image/jpeg" + if ";base64" in header: + mime = header.split(":", 1)[1].split(";", 1)[0] or "image/jpeg" + ext = "jpg" + if "png" in mime: + ext = "png" + try: + image_bytes = base64.b64decode(b64) + except Exception: + return ToolResult(success=False, result=None, error="invalid image_data base64") + files = {"file": (f"upload.{ext}", image_bytes, mime)} + resp = await self.http_client.post( + f"{base}/identify-file", + params={"top_k": top_k}, + files=files, + timeout=45.0, + ) + else: + payload = {"image_url": image_url, "top_k": top_k} + resp = await self.http_client.post(f"{base}/identify", json=payload, timeout=45.0) + + if resp.status_code != 200: + return ToolResult(success=False, result=None, error=f"nature_id_http_{resp.status_code}") + + data = resp.json() or {} + status = str(data.get("status") or "success") + raw_top_k = data.get("top_k") or [] + raw_preds = data.get("predictions") or data.get("results") or [] + + top_k_rows = [] + if isinstance(raw_top_k, list) and raw_top_k: + for row in raw_top_k[:top_k]: + if not isinstance(row, dict): + continue + conf = row.get("confidence", 0.0) + try: + conf_f = float(conf) + except Exception: + conf_f = 0.0 + top_k_rows.append({ + "confidence": conf_f, + "name": str(row.get("name") or row.get("scientific_name") or "unknown"), + "scientific_name": str(row.get("scientific_name") or row.get("name") or "unknown"), + }) + else: + for item in raw_preds[:top_k]: + if not isinstance(item, dict): + continue + score = item.get("score", item.get("confidence", 0.0)) + try: + score_f = float(score) + except Exception: + score_f = 0.0 + sname = item.get("scientific_name") or item.get("label") or item.get("name") or "unknown" + cname = item.get("common_name") or item.get("common") or sname + top_k_rows.append({ + "confidence": score_f, + "name": str(cname), + "scientific_name": str(sname), + }) + + if not top_k_rows: + return ToolResult(success=True, result=json.dumps({ + "status": status, + "model": data.get("model") or "aiy_plants_V1", + "source": data.get("source") or "nature-id-cli", + "top_k": [], + "confidence": 0.0, + "recommend_fallback": True, + "reason": "no_predictions", + }, ensure_ascii=False)) + + top1 = top_k_rows[0] + top1_conf = float(top1.get("confidence", 0.0)) + recommend_fallback = top1_conf < min_confidence + + out = { + "status": status, + "model": data.get("model") or "aiy_plants_V1", + "source": data.get("source") or "nature-id-cli", + "inference_time_sec": data.get("inference_time_sec"), + "top_k": top_k_rows, + "confidence": top1_conf, + "min_confidence": min_confidence, + "recommend_fallback": recommend_fallback, + "fallback": "gbif_species_lookup", + } + + if recommend_fallback: + fallback_query = str(top1.get("scientific_name") or top1.get("name") or "").strip() + if fallback_query and fallback_query.lower() != "unknown": + gbif = await self._gbif_species_lookup({"query": fallback_query, "limit": min(5, top_k)}) + if gbif.success and gbif.result: + out["gbif_validation"] = gbif.result + + return ToolResult(success=True, result=json.dumps(out, ensure_ascii=False)) + except Exception as e: + return ToolResult(success=False, result=None, error=f"nature_id_error: {e}") + + async def _gbif_species_lookup(self, args: Dict) -> ToolResult: + """Species lookup via GBIF public API.""" + query = str(args.get("query", "") or "").strip() + limit = max(1, min(int(args.get("limit", 5)), 10)) + if not query: + return ToolResult(success=False, result=None, error="query is required") + + try: + resp = await self.http_client.get( + "https://api.gbif.org/v1/species/search", + params={"q": query, "limit": limit, "status": "ACCEPTED"}, + timeout=20.0, + ) + if resp.status_code != 200: + return ToolResult(success=False, result=None, error=f"gbif_http_{resp.status_code}") + + data = resp.json() or {} + results = data.get("results") or [] + if not results: + return ToolResult(success=True, result="GBIF: результатів не знайдено.") + + lines = [] + for idx, item in enumerate(results[:limit], 1): + sci = item.get("scientificName") or item.get("canonicalName") or "unknown" + rank = item.get("rank") or "-" + status = item.get("taxonomicStatus") or "-" + key = item.get("key") + lines.append(f"{idx}. {sci} | rank={rank} | status={status} | key={key}") + return ToolResult(success=True, result="GBIF matches:\n" + "\n".join(lines)) + except Exception as e: + return ToolResult(success=False, result=None, error=f"gbif_error: {e}") + + async def _agrovoc_lookup(self, args: Dict) -> ToolResult: + """AGROVOC term normalization via public SPARQL endpoint.""" + query = str(args.get("query", "") or "").strip() + lang = str(args.get("lang", "en") or "en").strip().lower() + limit = max(1, min(int(args.get("limit", 5)), 10)) + if not query: + return ToolResult(success=False, result=None, error="query is required") + if lang not in {"en", "uk", "ru"}: + lang = "en" + + safe_q = query.replace('\\', ' ').replace('"', ' ').strip() + sparql = ( + "PREFIX skos: " + "SELECT ?concept ?label WHERE { " + "?concept skos:prefLabel ?label . " + f"FILTER(lang(?label) = '{lang}') " + f"FILTER(CONTAINS(LCASE(STR(?label)), LCASE(\"{safe_q}\"))) " + "} LIMIT " + str(limit) + ) + + try: + resp = await self.http_client.get( + "https://agrovoc.fao.org/sparql", + params={"query": sparql, "format": "json"}, + timeout=25.0, + ) + if resp.status_code != 200: + return ToolResult(success=False, result=None, error=f"agrovoc_http_{resp.status_code}") + + data = resp.json() or {} + bindings = (((data.get("results") or {}).get("bindings")) or []) + if not bindings: + return ToolResult(success=True, result="AGROVOC: результатів не знайдено.") + + lines = [] + for idx, b in enumerate(bindings[:limit], 1): + label = ((b.get("label") or {}).get("value") or "").strip() + concept = ((b.get("concept") or {}).get("value") or "").strip() + lines.append(f"{idx}. {label} | {concept}") + return ToolResult(success=True, result="AGROVOC matches:\n" + "\n".join(lines)) + except Exception as e: + return ToolResult(success=False, result=None, error=f"agrovoc_error: {e}") + async def _unload_ollama_models(self): """Unload all Ollama models to free VRAM for heavy operations like FLUX""" ollama_url = os.getenv("OLLAMA_BASE_URL", "http://172.18.0.1:11434") From 90eff8566220dd7a8199ff1f8705f72a02b4d70b Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Fri, 20 Feb 2026 17:56:55 +0100 Subject: [PATCH 05/24] crewai: add agromatrix and plant-intel role packs with updated team config --- config/roles/agromatrix/agronomist.md | 8 ++++ config/roles/agromatrix/communicator.md | 8 ++++ config/roles/agromatrix/data_analyst.md | 7 +++ config/roles/agromatrix/farm_ops.md | 8 ++++ .../agromatrix/orchestrator_synthesis.md | 10 +++++ config/roles/agromatrix/risk_assessor.md | 7 +++ .../orchestrator_stepan.md | 6 ++- .../orchestrator_synthesis.md | 4 ++ .../agx/agx-plant-intel/agrovoc_normalizer.md | 11 +++++ .../agx-plant-intel/orchestrator_synthesis.md | 17 ++++++++ .../agx/agx-plant-intel/plant_identifier.md | 11 +++++ .../agx/agx-plant-intel/taxonomy_validator.md | 11 +++++ docs/agromatrix-plant-intel-contract.md | 43 +++++++++++++++++++ gateway-bot/agromatrix_prompt.txt | 13 ++++-- .../app/config/crewai_teams.yml | 33 ++++++++++++++ .../app/config/roles/agromatrix/agronomist.md | 8 ++++ .../config/roles/agromatrix/communicator.md | 8 ++++ .../config/roles/agromatrix/data_analyst.md | 7 +++ .../app/config/roles/agromatrix/farm_ops.md | 8 ++++ .../agromatrix/orchestrator_synthesis.md | 10 +++++ .../config/roles/agromatrix/risk_assessor.md | 7 +++ .../orchestrator_stepan.md | 6 ++- .../orchestrator_synthesis.md | 4 ++ .../agx/agx-plant-intel/agrovoc_normalizer.md | 11 +++++ .../agx-plant-intel/orchestrator_synthesis.md | 24 +++++++++++ .../agx/agx-plant-intel/plant_identifier.md | 11 +++++ .../agx/agx-plant-intel/taxonomy_validator.md | 11 +++++ 27 files changed, 307 insertions(+), 5 deletions(-) create mode 100644 config/roles/agromatrix/agronomist.md create mode 100644 config/roles/agromatrix/communicator.md create mode 100644 config/roles/agromatrix/data_analyst.md create mode 100644 config/roles/agromatrix/farm_ops.md create mode 100644 config/roles/agromatrix/orchestrator_synthesis.md create mode 100644 config/roles/agromatrix/risk_assessor.md create mode 100644 config/roles/agx/agx-plant-intel/agrovoc_normalizer.md create mode 100644 config/roles/agx/agx-plant-intel/orchestrator_synthesis.md create mode 100644 config/roles/agx/agx-plant-intel/plant_identifier.md create mode 100644 config/roles/agx/agx-plant-intel/taxonomy_validator.md create mode 100644 docs/agromatrix-plant-intel-contract.md create mode 100644 services/crewai-service/app/config/roles/agromatrix/agronomist.md create mode 100644 services/crewai-service/app/config/roles/agromatrix/communicator.md create mode 100644 services/crewai-service/app/config/roles/agromatrix/data_analyst.md create mode 100644 services/crewai-service/app/config/roles/agromatrix/farm_ops.md create mode 100644 services/crewai-service/app/config/roles/agromatrix/orchestrator_synthesis.md create mode 100644 services/crewai-service/app/config/roles/agromatrix/risk_assessor.md create mode 100644 services/crewai-service/app/config/roles/agx/agx-plant-intel/agrovoc_normalizer.md create mode 100644 services/crewai-service/app/config/roles/agx/agx-plant-intel/orchestrator_synthesis.md create mode 100644 services/crewai-service/app/config/roles/agx/agx-plant-intel/plant_identifier.md create mode 100644 services/crewai-service/app/config/roles/agx/agx-plant-intel/taxonomy_validator.md diff --git a/config/roles/agromatrix/agronomist.md b/config/roles/agromatrix/agronomist.md new file mode 100644 index 00000000..e863d9cf --- /dev/null +++ b/config/roles/agromatrix/agronomist.md @@ -0,0 +1,8 @@ +# Agronomist + +Фокус: агрономія, діагностика стану рослин, фази розвитку, ризики хвороб/стресів. + +Правила відповіді: +- Коротко і прикладно. +- Ніяких вигаданих фактів; при невизначеності чітко позначити припущення. +- Для фото-питань: аналізувати в межах доступного контексту; якщо файл відсутній зараз — просити фото повторно. diff --git a/config/roles/agromatrix/communicator.md b/config/roles/agromatrix/communicator.md new file mode 100644 index 00000000..0f55a1ca --- /dev/null +++ b/config/roles/agromatrix/communicator.md @@ -0,0 +1,8 @@ +# Communicator + +Фокус: людяна та зрозуміла комунікація фінальної відповіді. + +Правила: +- Природна мова, без механістичного тону. +- Не дублюй технічні обмеження, якщо вони не потрібні для дії користувача. +- Завершуй конкретним корисним кроком. diff --git a/config/roles/agromatrix/data_analyst.md b/config/roles/agromatrix/data_analyst.md new file mode 100644 index 00000000..f2c617b2 --- /dev/null +++ b/config/roles/agromatrix/data_analyst.md @@ -0,0 +1,7 @@ +# Field Data Analyst + +Фокус: аналіз польових даних, тренди, аномалії, порівняння сценаріїв. + +Правила: +- Пояснювати висновки простою мовою. +- Якщо даних недостатньо — вказати, які саме дані потрібні для точного висновку. diff --git a/config/roles/agromatrix/farm_ops.md b/config/roles/agromatrix/farm_ops.md new file mode 100644 index 00000000..c50d06e8 --- /dev/null +++ b/config/roles/agromatrix/farm_ops.md @@ -0,0 +1,8 @@ +# Farm Ops Planner + +Фокус: планування польових робіт, ресурси, пріоритезація задач, таймінги. + +Правила: +- Видавати практичний порядок дій. +- За простого запиту: коротка відповідь. +- Для операційних запитів: стислий план з відповідальними і дедлайном. diff --git a/config/roles/agromatrix/orchestrator_synthesis.md b/config/roles/agromatrix/orchestrator_synthesis.md new file mode 100644 index 00000000..7e70653f --- /dev/null +++ b/config/roles/agromatrix/orchestrator_synthesis.md @@ -0,0 +1,10 @@ +# AgroMatrix Orchestrator Synthesis + +Ти синтезуєш відповіді ролей у фінальну відповідь Степана. + +Правила: +- За замовчуванням: 1-3 природні речення без шаблонної канцелярії. +- Детальний формат (пункти/чекліст) тільки коли користувач просить "детально", "план", "чекліст", "розрахунок". +- Якщо для аналізу бракує фото в поточному контексті, скажи це просто і попроси надіслати фото повторно. +- Уникай службових формулювань про "технічні обмеження", "text-only" чи "відсутній vision-модуль". +- Пояснюй по суті агропитання і давай 1 наступний практичний крок. diff --git a/config/roles/agromatrix/risk_assessor.md b/config/roles/agromatrix/risk_assessor.md new file mode 100644 index 00000000..c843d005 --- /dev/null +++ b/config/roles/agromatrix/risk_assessor.md @@ -0,0 +1,7 @@ +# Risk Assessor + +Фокус: агро-ризики, операційні ризики, наслідки рішень. + +Правила: +- Давай коротку оцінку ризику (низький/середній/високий) і як зменшити ризик. +- Без зайвої бюрократії у відповіді користувачу. diff --git a/config/roles/agx/agx-orchestrator-stepan/orchestrator_stepan.md b/config/roles/agx/agx-orchestrator-stepan/orchestrator_stepan.md index b5695d27..58773cfd 100644 --- a/config/roles/agx/agx-orchestrator-stepan/orchestrator_stepan.md +++ b/config/roles/agx/agx-orchestrator-stepan/orchestrator_stepan.md @@ -11,6 +11,10 @@ - Деструктивні дії (delete/migrate/prod) ТІЛЬКИ через план + dry-run + backup - Ніколи не логувати секрети/токени - Інші ролі НЕ спілкуються з користувачем напряму +- Мультимодальність активна: фото/голос/документи підтримуються через стек платформи. +- Якщо в поточному контексті не вистачає зображення для аналізу, пояснюйте це простою людською мовою і попросіть надіслати фото ще раз без технічних формулювань. ## Формат відповіді: -Структурована відповідь з чіткими рекомендаціями та наступними кроками. +- За замовчуванням: природна коротка відповідь 1-3 речення. +- Якщо користувач просить детально/план/чекліст: структурована відповідь з чіткими наступними кроками. +- Тон: живий і професійний, без канцеляризмів, шаблонів і фраз про "обмеження моделі". diff --git a/config/roles/agx/agx-orchestrator-stepan/orchestrator_synthesis.md b/config/roles/agx/agx-orchestrator-stepan/orchestrator_synthesis.md index cac85d38..e192dbbb 100644 --- a/config/roles/agx/agx-orchestrator-stepan/orchestrator_synthesis.md +++ b/config/roles/agx/agx-orchestrator-stepan/orchestrator_synthesis.md @@ -7,3 +7,7 @@ - Структурувати інформацію логічно - Включати конкретні наступні кроки - Позначати ризики якщо є +- За замовчуванням відповідати природно і коротко (1-3 речення), без шаблонної канцелярії. +- Для детальних запитів переходити у структурований режим. +- Якщо для аналізу бракує зображення у поточному контексті, скажіть це природно і попросіть надіслати фото повторно. +- Не вживати службові формулювання на кшталт "обмеження моделі", "text-only", "vision unavailable". diff --git a/config/roles/agx/agx-plant-intel/agrovoc_normalizer.md b/config/roles/agx/agx-plant-intel/agrovoc_normalizer.md new file mode 100644 index 00000000..f279f615 --- /dev/null +++ b/config/roles/agx/agx-plant-intel/agrovoc_normalizer.md @@ -0,0 +1,11 @@ +You are AGROVOC Normalizer. + +Responsibilities: +- Normalize crop/disease terms using agrovoc_lookup. +- Provide canonical term mapping for user-facing output. +- Keep labels practical for agronomy context. + +Return format: +- canonical_terms +- term_mapping +- notes_for_user diff --git a/config/roles/agx/agx-plant-intel/orchestrator_synthesis.md b/config/roles/agx/agx-plant-intel/orchestrator_synthesis.md new file mode 100644 index 00000000..f6151c0d --- /dev/null +++ b/config/roles/agx/agx-plant-intel/orchestrator_synthesis.md @@ -0,0 +1,17 @@ +You are the synthesis role for AgroMatrix plant intelligence. + +Goal: +- Aggregate candidate plant IDs from vision + PlantNet + GBIF + AGROVOC. +- Return concise output with uncertainty, sources, and next-photo requirements. + +Output contract (strict): +1) probable_taxon: one short line +2) confidence: low/medium/high + one short reason +3) alternatives: up to 3 entries +4) sources: PlantNet/GBIF/AGROVOC/Web (only those actually used) +5) next_photos_required: 1-3 concrete photo instructions + +Rules: +- Never claim 100% certainty from a single weak source. +- If evidence conflicts, say so and reduce confidence. +- Keep default response concise. diff --git a/config/roles/agx/agx-plant-intel/plant_identifier.md b/config/roles/agx/agx-plant-intel/plant_identifier.md new file mode 100644 index 00000000..23a6d0b7 --- /dev/null +++ b/config/roles/agx/agx-plant-intel/plant_identifier.md @@ -0,0 +1,11 @@ +You are Plant Identifier. + +Responsibilities: +- Parse visual cues from user description/photo context. +- Build candidate crop/plant hypotheses. +- Use plantnet_lookup first when image URL is available. +- If PlantNet is unavailable, provide top hypotheses with explicit uncertainty. + +Return format: +- candidates: numbered list max 5, each with rationale. +- required_data: what extra image/data is needed. diff --git a/config/roles/agx/agx-plant-intel/taxonomy_validator.md b/config/roles/agx/agx-plant-intel/taxonomy_validator.md new file mode 100644 index 00000000..54df47e4 --- /dev/null +++ b/config/roles/agx/agx-plant-intel/taxonomy_validator.md @@ -0,0 +1,11 @@ +You are Taxonomy Validator. + +Responsibilities: +- Validate candidate names via gbif_species_lookup. +- Remove invalid/synonym-conflicted names. +- Keep accepted taxa and explain conflicts briefly. + +Return format: +- accepted_candidates +- rejected_candidates_with_reason +- confidence_adjustment diff --git a/docs/agromatrix-plant-intel-contract.md b/docs/agromatrix-plant-intel-contract.md new file mode 100644 index 00000000..a6a6c9ed --- /dev/null +++ b/docs/agromatrix-plant-intel-contract.md @@ -0,0 +1,43 @@ +# AgroMatrix Plant Intel Contract (Skeleton) + +## Purpose +`agromatrix_plant_intel` is an internal CrewAI profile for Stepan (AgroMatrix orchestrator). +It is used for plant/crop identification and normalization when confidence matters. + +## Call Path +1. User asks Stepan. +2. Stepan remains final speaker. +3. When query matches plant-intel intent, CrewAI profile `plant_intel` is selected. +4. Subteam runs: + - `plant_identifier` + - `taxonomy_validator` + - `agrovoc_normalizer` +5. Synthesis returns compact evidence package to Stepan. + +## Tool Adapters +- `nature_id_identify` + - input: `image_url`, `top_k?` + - output: local/open-source candidates + - note: requires self-hosted endpoint `NATURE_ID_URL` +- `plantnet_lookup` + - input: `query?`, `image_url?`, `organ?`, `top_k?` + - output: candidate taxa + score + - note: if `PLANTNET_API_KEY` missing, fallback chain is `nature_id_identify` -> `gbif_species_lookup` +- `gbif_species_lookup` + - input: `query`, `limit?` + - output: accepted taxa/rank/status +- `agrovoc_lookup` + - input: `query`, `lang?`, `limit?` + - output: canonical AGROVOC concepts + +## Response Contract (to Stepan) +- `probable_taxon` +- `confidence` (`low|medium|high` + reason) +- `alternatives` (up to 3) +- `sources` (actual tools used) +- `next_photos_required` (1-3 concrete instructions) + +## Safety +- No categorical claim with weak evidence. +- If sources conflict, confidence is downgraded. +- Final user answer remains concise by default. diff --git a/gateway-bot/agromatrix_prompt.txt b/gateway-bot/agromatrix_prompt.txt index e28454d6..a18c51ae 100644 --- a/gateway-bot/agromatrix_prompt.txt +++ b/gateway-bot/agromatrix_prompt.txt @@ -32,7 +32,9 @@ ## B. SHORT-FIRST -**За замовчуванням: структурована відповідь з 3-5 пунктів.** +**За замовчуванням: жива коротка відповідь 1-3 речення природною мовою.** +**Маркерні списки/шаблони 3-5 пунктів використовуй тільки коли користувач просить детально, план, чеклист або розрахунок.** +**Перше повідомлення в новій темі — розмовне, без канцеляриту та без "робото-тону".** ЗАБОРОНЕНО: - "Радий допомогти", "Готовий до співпраці" @@ -55,7 +57,9 @@ **ВАЖЛИВО:** - Ніколи не кажи "я не можу слухати аудіо" — голосові повідомлення вже перетворені на текст! -- Ніколи не кажи "я не можу бачити/аналізувати зображення" — ти МАЄШ Vision API і МОЖЕШ аналізувати фото! Якщо в історії розмови є твій опис зображення — це означає ти його вже проаналізував(ла) через Vision. Не заперечуй це. +- Фото аналізуй по доступному поточному контексту: якщо зображення є у запиті або щойно надіслане — коментуй по суті. +- Якщо для точного висновку бракує самого файлу чи чіткості, поясни це простою людською мовою і попроси надіслати фото повторно з уточненням, що саме перевірити. +- Не використовуй службові фрази типу "text-only", "vision unavailable", "технічне обмеження моделі". Початковий режим: учень. Спочатку став уточнювальні питання і вчися у ментора. Публічна група: @agromatrix. @@ -94,7 +98,8 @@ - Мислиш далекоглядно: пропонуєш архітектуру рішення, а не латання симптомів. - Будь креативним, але не фантазуй дані: якщо фактів нема — позначай як припущення і пропонуй, що зібрати. - Спілкуйся українською (якщо користувач не перейшов на іншу мову). -- Форматуй відповіді структуровано: заголовки, списки, короткі блоки, пріоритети. +- Тримай розмовний тон: короткі природні фрази, без надмірної шаблонності. +- Структурований формат (заголовки/списки/таблиці) вмикай лише для складних задач або коли це прямо запитали. ### 4) Принципи роботи з користувачем 1. Спочатку контекст → потім рішення. Якщо контексту бракує — зроби мінімальний набір припущень і паралельно запропонуй, які дані уточнити. @@ -113,6 +118,8 @@ - “Підготуй текст/структуру сторінки/презентації для продукту AgroMatrix” ### 6) Як ти формуєш відповіді (стандартний шаблон) +Використовуй цей шаблон ТІЛЬКИ для комплексних запитів (планування сезону, економіка, SOP, інтеграції, ТЗ). +Для звичайних коротких питань відповідай в 1-3 речення органічно, без обов'язкових секцій. 1. Ціль (1–2 речення) 2. Вхідні дані (що відомо / які припущення) 3. Рішення (план/алгоритм/кроки) diff --git a/services/crewai-service/app/config/crewai_teams.yml b/services/crewai-service/app/config/crewai_teams.yml index c469d8d0..a6a7bf1e 100644 --- a/services/crewai-service/app/config/crewai_teams.yml +++ b/services/crewai-service/app/config/crewai_teams.yml @@ -361,6 +361,29 @@ agromatrix: llm_profile: reasoning delegation: enabled: false + plant_intel: + team_name: AgroMatrix Plant Intelligence + parallel_roles: true + max_concurrency: 3 + synthesis: + role_context: Plant Intelligence Synthesis + system_prompt_ref: roles/agx/agx-plant-intel/orchestrator_synthesis.md + llm_profile: reasoning + team: + - id: plant_identifier + role_context: Plant Identifier + system_prompt_ref: roles/agx/agx-plant-intel/plant_identifier.md + llm_profile: science + - id: taxonomy_validator + role_context: Taxonomy Validator + system_prompt_ref: roles/agx/agx-plant-intel/taxonomy_validator.md + llm_profile: reasoning + - id: agrovoc_normalizer + role_context: AGROVOC Normalizer + system_prompt_ref: roles/agx/agx-plant-intel/agrovoc_normalizer.md + llm_profile: fast + delegation: + enabled: false cadastre_geo: team_name: AgroMatrix Cadastre/Geo parallel_roles: true @@ -614,6 +637,16 @@ agromatrix: - Stepan - координація - план + plant_intel: + - plant + - рослина + - культура + - leaf + - disease + - хвороба + - identify + - ідентифікуй + - що за рослина cadastre_geo: - cadastre - geo diff --git a/services/crewai-service/app/config/roles/agromatrix/agronomist.md b/services/crewai-service/app/config/roles/agromatrix/agronomist.md new file mode 100644 index 00000000..e863d9cf --- /dev/null +++ b/services/crewai-service/app/config/roles/agromatrix/agronomist.md @@ -0,0 +1,8 @@ +# Agronomist + +Фокус: агрономія, діагностика стану рослин, фази розвитку, ризики хвороб/стресів. + +Правила відповіді: +- Коротко і прикладно. +- Ніяких вигаданих фактів; при невизначеності чітко позначити припущення. +- Для фото-питань: аналізувати в межах доступного контексту; якщо файл відсутній зараз — просити фото повторно. diff --git a/services/crewai-service/app/config/roles/agromatrix/communicator.md b/services/crewai-service/app/config/roles/agromatrix/communicator.md new file mode 100644 index 00000000..0f55a1ca --- /dev/null +++ b/services/crewai-service/app/config/roles/agromatrix/communicator.md @@ -0,0 +1,8 @@ +# Communicator + +Фокус: людяна та зрозуміла комунікація фінальної відповіді. + +Правила: +- Природна мова, без механістичного тону. +- Не дублюй технічні обмеження, якщо вони не потрібні для дії користувача. +- Завершуй конкретним корисним кроком. diff --git a/services/crewai-service/app/config/roles/agromatrix/data_analyst.md b/services/crewai-service/app/config/roles/agromatrix/data_analyst.md new file mode 100644 index 00000000..f2c617b2 --- /dev/null +++ b/services/crewai-service/app/config/roles/agromatrix/data_analyst.md @@ -0,0 +1,7 @@ +# Field Data Analyst + +Фокус: аналіз польових даних, тренди, аномалії, порівняння сценаріїв. + +Правила: +- Пояснювати висновки простою мовою. +- Якщо даних недостатньо — вказати, які саме дані потрібні для точного висновку. diff --git a/services/crewai-service/app/config/roles/agromatrix/farm_ops.md b/services/crewai-service/app/config/roles/agromatrix/farm_ops.md new file mode 100644 index 00000000..c50d06e8 --- /dev/null +++ b/services/crewai-service/app/config/roles/agromatrix/farm_ops.md @@ -0,0 +1,8 @@ +# Farm Ops Planner + +Фокус: планування польових робіт, ресурси, пріоритезація задач, таймінги. + +Правила: +- Видавати практичний порядок дій. +- За простого запиту: коротка відповідь. +- Для операційних запитів: стислий план з відповідальними і дедлайном. diff --git a/services/crewai-service/app/config/roles/agromatrix/orchestrator_synthesis.md b/services/crewai-service/app/config/roles/agromatrix/orchestrator_synthesis.md new file mode 100644 index 00000000..7e70653f --- /dev/null +++ b/services/crewai-service/app/config/roles/agromatrix/orchestrator_synthesis.md @@ -0,0 +1,10 @@ +# AgroMatrix Orchestrator Synthesis + +Ти синтезуєш відповіді ролей у фінальну відповідь Степана. + +Правила: +- За замовчуванням: 1-3 природні речення без шаблонної канцелярії. +- Детальний формат (пункти/чекліст) тільки коли користувач просить "детально", "план", "чекліст", "розрахунок". +- Якщо для аналізу бракує фото в поточному контексті, скажи це просто і попроси надіслати фото повторно. +- Уникай службових формулювань про "технічні обмеження", "text-only" чи "відсутній vision-модуль". +- Пояснюй по суті агропитання і давай 1 наступний практичний крок. diff --git a/services/crewai-service/app/config/roles/agromatrix/risk_assessor.md b/services/crewai-service/app/config/roles/agromatrix/risk_assessor.md new file mode 100644 index 00000000..c843d005 --- /dev/null +++ b/services/crewai-service/app/config/roles/agromatrix/risk_assessor.md @@ -0,0 +1,7 @@ +# Risk Assessor + +Фокус: агро-ризики, операційні ризики, наслідки рішень. + +Правила: +- Давай коротку оцінку ризику (низький/середній/високий) і як зменшити ризик. +- Без зайвої бюрократії у відповіді користувачу. diff --git a/services/crewai-service/app/config/roles/agx/agx-orchestrator-stepan/orchestrator_stepan.md b/services/crewai-service/app/config/roles/agx/agx-orchestrator-stepan/orchestrator_stepan.md index b5695d27..58773cfd 100644 --- a/services/crewai-service/app/config/roles/agx/agx-orchestrator-stepan/orchestrator_stepan.md +++ b/services/crewai-service/app/config/roles/agx/agx-orchestrator-stepan/orchestrator_stepan.md @@ -11,6 +11,10 @@ - Деструктивні дії (delete/migrate/prod) ТІЛЬКИ через план + dry-run + backup - Ніколи не логувати секрети/токени - Інші ролі НЕ спілкуються з користувачем напряму +- Мультимодальність активна: фото/голос/документи підтримуються через стек платформи. +- Якщо в поточному контексті не вистачає зображення для аналізу, пояснюйте це простою людською мовою і попросіть надіслати фото ще раз без технічних формулювань. ## Формат відповіді: -Структурована відповідь з чіткими рекомендаціями та наступними кроками. +- За замовчуванням: природна коротка відповідь 1-3 речення. +- Якщо користувач просить детально/план/чекліст: структурована відповідь з чіткими наступними кроками. +- Тон: живий і професійний, без канцеляризмів, шаблонів і фраз про "обмеження моделі". diff --git a/services/crewai-service/app/config/roles/agx/agx-orchestrator-stepan/orchestrator_synthesis.md b/services/crewai-service/app/config/roles/agx/agx-orchestrator-stepan/orchestrator_synthesis.md index cac85d38..e192dbbb 100644 --- a/services/crewai-service/app/config/roles/agx/agx-orchestrator-stepan/orchestrator_synthesis.md +++ b/services/crewai-service/app/config/roles/agx/agx-orchestrator-stepan/orchestrator_synthesis.md @@ -7,3 +7,7 @@ - Структурувати інформацію логічно - Включати конкретні наступні кроки - Позначати ризики якщо є +- За замовчуванням відповідати природно і коротко (1-3 речення), без шаблонної канцелярії. +- Для детальних запитів переходити у структурований режим. +- Якщо для аналізу бракує зображення у поточному контексті, скажіть це природно і попросіть надіслати фото повторно. +- Не вживати службові формулювання на кшталт "обмеження моделі", "text-only", "vision unavailable". diff --git a/services/crewai-service/app/config/roles/agx/agx-plant-intel/agrovoc_normalizer.md b/services/crewai-service/app/config/roles/agx/agx-plant-intel/agrovoc_normalizer.md new file mode 100644 index 00000000..f279f615 --- /dev/null +++ b/services/crewai-service/app/config/roles/agx/agx-plant-intel/agrovoc_normalizer.md @@ -0,0 +1,11 @@ +You are AGROVOC Normalizer. + +Responsibilities: +- Normalize crop/disease terms using agrovoc_lookup. +- Provide canonical term mapping for user-facing output. +- Keep labels practical for agronomy context. + +Return format: +- canonical_terms +- term_mapping +- notes_for_user diff --git a/services/crewai-service/app/config/roles/agx/agx-plant-intel/orchestrator_synthesis.md b/services/crewai-service/app/config/roles/agx/agx-plant-intel/orchestrator_synthesis.md new file mode 100644 index 00000000..17ae88c3 --- /dev/null +++ b/services/crewai-service/app/config/roles/agx/agx-plant-intel/orchestrator_synthesis.md @@ -0,0 +1,24 @@ +Ти — Plant Intel Agent у DAARION.city. +Відповідай природно, коротко й по-людськи українською, 1–3 речення за замовчуванням. + +НАЙГОЛОВНІШЕ: +- Дані з [PLANT_VISION_PREPROCESSED] (або context.plant_vision) — єдиний source-of-truth для ідентифікації рослини. +- Для follow-up без нового фото використовуй [PREVIOUS_PLANT_IDENTIFICATION] (або context.last_plant / memory.last_plant). + +Правило впевненості (обов'язково): +- Якщо recommend_fallback == true або confidence < 0.65: + "Ймовірно , але впевненість низька. Перевірив через GBIF — найближчі збіги: . Краще нове фото при нормальному світлі." +- Інакше: + "Я бачу з впевненістю %." + +Правила синтезу: +- Не ігноруй результати pre-vision, якщо вони присутні. +- Не стверджуй "фото не надано", якщо у контексті є pre-vision або previous plant data. +- Уникай шаблонних списків, якщо користувач не просить детальний формат. +- Якщо дані суперечливі: коротко познач невизначеність і попроси 1 конкретне додаткове фото. +- Якщо top_k порожній, явно вкажи, що ідентифікація непевна, але все одно надай GBIF-орієнтир, якщо він є в контексті. + +Формат відповіді: +- 1–3 речення за замовчуванням. +- Без технічного шуму, без внутрішніх JSON/міток у відповіді користувачу. +- За запитом користувача можна розгорнути відповідь і дати короткі поради з догляду. diff --git a/services/crewai-service/app/config/roles/agx/agx-plant-intel/plant_identifier.md b/services/crewai-service/app/config/roles/agx/agx-plant-intel/plant_identifier.md new file mode 100644 index 00000000..23a6d0b7 --- /dev/null +++ b/services/crewai-service/app/config/roles/agx/agx-plant-intel/plant_identifier.md @@ -0,0 +1,11 @@ +You are Plant Identifier. + +Responsibilities: +- Parse visual cues from user description/photo context. +- Build candidate crop/plant hypotheses. +- Use plantnet_lookup first when image URL is available. +- If PlantNet is unavailable, provide top hypotheses with explicit uncertainty. + +Return format: +- candidates: numbered list max 5, each with rationale. +- required_data: what extra image/data is needed. diff --git a/services/crewai-service/app/config/roles/agx/agx-plant-intel/taxonomy_validator.md b/services/crewai-service/app/config/roles/agx/agx-plant-intel/taxonomy_validator.md new file mode 100644 index 00000000..54df47e4 --- /dev/null +++ b/services/crewai-service/app/config/roles/agx/agx-plant-intel/taxonomy_validator.md @@ -0,0 +1,11 @@ +You are Taxonomy Validator. + +Responsibilities: +- Validate candidate names via gbif_species_lookup. +- Remove invalid/synonym-conflicted names. +- Keep accepted taxa and explain conflicts briefly. + +Return format: +- accepted_candidates +- rejected_candidates_with_reason +- confidence_adjustment From 987ece5bac16abf6b30baa0720a35aae8ed14747 Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Fri, 20 Feb 2026 17:57:40 +0100 Subject: [PATCH 06/24] ops: add plant-vision node1 service and update monitor/prober scripts --- ops/monitor_notify_sofiia.sh | 62 +++-- services/agent-e2e-prober/main.py | 118 ++++++--- services/plant-vision-node1/Dockerfile | 15 ++ services/plant-vision-node1/main.py | 238 +++++++++++++++++++ services/plant-vision-node1/requirements.txt | 8 + 5 files changed, 388 insertions(+), 53 deletions(-) mode change 100644 => 100755 ops/monitor_notify_sofiia.sh create mode 100644 services/plant-vision-node1/Dockerfile create mode 100644 services/plant-vision-node1/main.py create mode 100644 services/plant-vision-node1/requirements.txt diff --git a/ops/monitor_notify_sofiia.sh b/ops/monitor_notify_sofiia.sh old mode 100644 new mode 100755 index cb9d0c88..6fca6bf9 --- a/ops/monitor_notify_sofiia.sh +++ b/ops/monitor_notify_sofiia.sh @@ -7,6 +7,7 @@ ROUTER_URL="${ROUTER_URL:-http://127.0.0.1:9102}" REPORT_ENABLED="${SOFIIA_REPORTS_ENABLED:-true}" REPORT_MODE="${SOFIIA_REPORT_MODE:-fail_only}" # fail_only | always REPORT_TIMEOUT="${SOFIIA_REPORT_TIMEOUT:-180}" +REPORT_MAX_TOKENS="${SOFIIA_REPORT_MAX_TOKENS:-900}" REPORT_CHAT_ID="${SOFIIA_REPORT_CHAT_ID:-ops-monitor-sofiia}" REPORT_USER_ID="${SOFIIA_REPORT_USER_ID:-ops-monitor-agent}" REPORT_USERNAME="${SOFIIA_REPORT_USERNAME:-monitor-agent}" @@ -23,7 +24,7 @@ if [[ ! -f "$STATUS_JSON" ]]; then exit 0 fi -python3 - "$STATUS_JSON" "$ROOT" "$ROUTER_URL" "$REPORT_MODE" "$REPORT_TIMEOUT" "$REPORT_CHAT_ID" "$REPORT_USER_ID" "$REPORT_USERNAME" "$REPORT_TELEGRAM_CHAT_ID" "$SOFIIA_BOT_TOKEN" <<'PY' +python3 - "$STATUS_JSON" "$ROOT" "$ROUTER_URL" "$REPORT_MODE" "$REPORT_TIMEOUT" "$REPORT_MAX_TOKENS" "$REPORT_CHAT_ID" "$REPORT_USER_ID" "$REPORT_USERNAME" "$REPORT_TELEGRAM_CHAT_ID" "$SOFIIA_BOT_TOKEN" <<'PY' import json import sys from pathlib import Path @@ -35,11 +36,12 @@ root = Path(sys.argv[2]) router_url = sys.argv[3].rstrip('/') report_mode = sys.argv[4] timeout_s = int(sys.argv[5]) -chat_id = sys.argv[6] -user_id = sys.argv[7] -username = sys.argv[8] -tg_chat_id = sys.argv[9].strip() -tg_token = sys.argv[10].strip() +max_tokens = int(sys.argv[6]) +chat_id = sys.argv[7] +user_id = sys.argv[8] +username = sys.argv[9] +tg_chat_id = sys.argv[10].strip() +tg_token = sys.argv[11].strip() payload = json.loads(status_json.read_text(encoding='utf-8')) status = str(payload.get('status', 'unknown')).lower() @@ -70,7 +72,7 @@ prompt = ( body = { 'prompt': prompt, - 'max_tokens': 400, + 'max_tokens': max_tokens, 'temperature': 0.1, 'metadata': { 'source': 'ops-monitor-canary', @@ -99,26 +101,42 @@ try: print(f"[OK] sofiia report sent: backend={data.get('backend')} model={data.get('model')} preview={short!r}") if tg_chat_id and tg_token and text: - msg = ( + def chunk_text(value: str, limit: int = 3500): + chunks = [] + remaining = value + while remaining: + if len(remaining) <= limit: + chunks.append(remaining) + break + split_at = remaining.rfind('\n', 0, limit) + if split_at < max(1, limit // 2): + split_at = limit + chunks.append(remaining[:split_at].rstrip()) + remaining = remaining[split_at:].lstrip() + return chunks or [value] + + header = ( "[NODE1 Monitor]\n" f"status={payload.get('status')} exit_code={payload.get('exit_code')}\n\n" - f"{text[:3500]}" ) - tg_req = urlreq.Request( - url=f"https://api.telegram.org/bot{tg_token}/sendMessage", - data=json.dumps({"chat_id": tg_chat_id, "text": msg}).encode('utf-8'), - headers={'Content-Type': 'application/json'}, - method='POST', - ) - try: + parts = chunk_text(text, 3500 - len("(99/99)\n")) + total = len(parts) + delivered = 0 + for idx, part in enumerate(parts, start=1): + prefix = f"({idx}/{total})\n" if total > 1 else "" + msg = f"{header}{prefix}{part}" if idx == 1 else f"{prefix}{part}" + tg_req = urlreq.Request( + url=f"https://api.telegram.org/bot{tg_token}/sendMessage", + data=json.dumps({"chat_id": tg_chat_id, "text": msg}).encode('utf-8'), + headers={'Content-Type': 'application/json'}, + method='POST', + ) with urlreq.urlopen(tg_req, timeout=20) as tg_resp: tg_data = json.loads(tg_resp.read().decode('utf-8', errors='ignore')) - if tg_data.get('ok'): - print(f"[OK] telegram report delivered: chat_id={tg_chat_id}") - else: - print(f"[WARN] telegram send not ok: {tg_data}") - except Exception as tg_e: - print(f"[WARN] telegram send failed: {tg_e}") + if not tg_data.get('ok'): + raise RuntimeError(f"telegram send not ok: {tg_data}") + delivered += 1 + print(f"[OK] telegram report delivered: chat_id={tg_chat_id} parts={delivered}") else: print('[INFO] telegram delivery skipped (missing SOFIIA_REPORT_TELEGRAM_CHAT_ID or token or empty text)') except HTTPError as e: diff --git a/services/agent-e2e-prober/main.py b/services/agent-e2e-prober/main.py index c57d864c..1ac11eae 100644 --- a/services/agent-e2e-prober/main.py +++ b/services/agent-e2e-prober/main.py @@ -16,9 +16,16 @@ logger = logging.getLogger(__name__) # Configuration GATEWAY_URL = os.getenv("GATEWAY_URL", "http://gateway:9300") +ROUTER_URL = os.getenv("ROUTER_URL", "http://router:8000") PROBE_INTERVAL = int(os.getenv("PROBE_INTERVAL", "60")) # seconds PROBE_TIMEOUT = int(os.getenv("PROBE_TIMEOUT", "30")) # seconds +SEMANTIC_TIMEOUT = int(os.getenv("SEMANTIC_TIMEOUT", "45")) # seconds METRICS_PORT = int(os.getenv("METRICS_PORT", "9108")) +SEMANTIC_PROBE_ENABLED = os.getenv("SEMANTIC_PROBE_ENABLED", "true").lower() == "true" +SEMANTIC_AGENTS = [a.strip() for a in os.getenv("SEMANTIC_AGENTS", "clan,sofiia,monitor").split(",") if a.strip()] +SEMANTIC_PROMPT = os.getenv("SEMANTIC_PROMPT", "Коротко: хто такий DAARWIZZ?") +SEMANTIC_EXPECT_KEYWORD = os.getenv("SEMANTIC_EXPECT_KEYWORD", "daarwizz").lower() +MONITOR_EXPECT_LOCAL = os.getenv("MONITOR_EXPECT_LOCAL", "true").lower() == "true" # Prometheus metrics agent_e2e_success = Gauge('agent_e2e_success', 'Whether last E2E probe succeeded', ['target']) @@ -42,7 +49,7 @@ async def probe_gateway_health() -> tuple[bool, float, str]: async with httpx.AsyncClient(timeout=PROBE_TIMEOUT) as client: resp = await client.get(f"{GATEWAY_URL}/health") latency = time.time() - start - + if resp.status_code == 200: data = resp.json() if data.get("status") == "healthy": @@ -67,7 +74,7 @@ async def probe_agent_ping() -> tuple[bool, float, str]: json={"probe": True, "timestamp": datetime.utcnow().isoformat()} ) latency = time.time() - start - + if resp.status_code == 200: data = resp.json() if data.get("success"): @@ -100,7 +107,7 @@ async def probe_webhook_echo() -> tuple[bool, float, str]: "text": "/health" # Simple health check command } } - + async with httpx.AsyncClient(timeout=PROBE_TIMEOUT) as client: # Use helion webhook as it's the most tested resp = await client.post( @@ -108,7 +115,7 @@ async def probe_webhook_echo() -> tuple[bool, float, str]: json=test_update ) latency = time.time() - start - + if resp.status_code == 200: return True, latency, "" else: @@ -119,53 +126,102 @@ async def probe_webhook_echo() -> tuple[bool, float, str]: return False, time.time() - start, f"error: {str(e)[:50]}" +async def probe_agent_semantic(agent_id: str) -> tuple[bool, float, str]: + """Probe semantic response via router infer and assert DAARWIZZ awareness.""" + start = time.time() + try: + payload = { + "prompt": SEMANTIC_PROMPT, + "max_tokens": 180, + "temperature": 0.1, + "metadata": { + "agent_id": agent_id, + "user_id": "tg:0", + "chat_id": "0", + "username": "e2e-prober", + "raw_user_text": SEMANTIC_PROMPT, + }, + } + async with httpx.AsyncClient(timeout=SEMANTIC_TIMEOUT) as client: + resp = await client.post(f"{ROUTER_URL}/v1/agents/{agent_id}/infer", json=payload) + latency = time.time() - start + if resp.status_code != 200: + return False, latency, f"http_{resp.status_code}" + + data = resp.json() + answer = str(data.get("response") or "") + backend = str(data.get("backend") or "") + model = str(data.get("model") or "") + + answer_lc = answer.lower() + if SEMANTIC_EXPECT_KEYWORD not in answer_lc and "даар" not in answer_lc: + return False, latency, "no_daarwizz_in_answer" + + if MONITOR_EXPECT_LOCAL and agent_id == "monitor": + local_ok = ("ollama" in backend.lower()) or model.lower().startswith("qwen") + if not local_ok: + return False, latency, f"monitor_nonlocal_backend:{backend}:{model}" + + return True, latency, "" + except httpx.TimeoutException: + return False, time.time() - start, "timeout" + except Exception as e: + return False, time.time() - start, f"error: {str(e)[:50]}" + + +def record_probe(target: str, success: bool, latency: float, reason: str): + """Record probe metrics and log line.""" + agent_e2e_runs_total.labels(target=target).inc() + agent_e2e_success.labels(target=target).set(1 if success else 0) + agent_e2e_latency.labels(target=target).set(latency) + agent_e2e_latency_histogram.labels(target=target).observe(latency) + if not success: + agent_e2e_failures_total.labels(target=target, reason=reason).inc() + logger.info(f"{target}: success={success}, latency={latency:.3f}s, reason={reason}") + + async def run_probes(): """Run all probes and update metrics""" # Probe 1: Gateway health success, latency, reason = await probe_gateway_health() - agent_e2e_runs_total.labels(target="gateway_health").inc() - agent_e2e_success.labels(target="gateway_health").set(1 if success else 0) - agent_e2e_latency.labels(target="gateway_health").set(latency) - agent_e2e_latency_histogram.labels(target="gateway_health").observe(latency) - if not success: - agent_e2e_failures_total.labels(target="gateway_health", reason=reason).inc() - logger.info(f"gateway_health: success={success}, latency={latency:.3f}s, reason={reason}") - + record_probe("gateway_health", success, latency, reason) + # Probe 2: Agent ping (if endpoint exists) success, latency, reason = await probe_agent_ping() - agent_e2e_runs_total.labels(target="agent_ping").inc() - agent_e2e_success.labels(target="agent_ping").set(1 if success else 0) - agent_e2e_latency.labels(target="agent_ping").set(latency) - agent_e2e_latency_histogram.labels(target="agent_ping").observe(latency) - if not success: - agent_e2e_failures_total.labels(target="agent_ping", reason=reason).inc() - logger.info(f"agent_ping: success={success}, latency={latency:.3f}s, reason={reason}") - + record_probe("agent_ping", success, latency, reason) + # Probe 3: Webhook E2E (full path test) success, latency, reason = await probe_webhook_echo() - agent_e2e_runs_total.labels(target="webhook_e2e").inc() - agent_e2e_success.labels(target="webhook_e2e").set(1 if success else 0) - agent_e2e_latency.labels(target="webhook_e2e").set(latency) - agent_e2e_latency_histogram.labels(target="webhook_e2e").observe(latency) - if not success: - agent_e2e_failures_total.labels(target="webhook_e2e", reason=reason).inc() - logger.info(f"webhook_e2e: success={success}, latency={latency:.3f}s, reason={reason}") + record_probe("webhook_e2e", success, latency, reason) + + # Probe 4+: semantic checks for selected agents (parallel) + if SEMANTIC_PROBE_ENABLED and SEMANTIC_AGENTS: + results = await asyncio.gather(*(probe_agent_semantic(agent_id) for agent_id in SEMANTIC_AGENTS)) + matrix = [] + for agent_id, (success, latency, reason) in zip(SEMANTIC_AGENTS, results): + record_probe(f"semantic_{agent_id}", success, latency, reason) + matrix.append(f"{agent_id}:{'PASS' if success else 'FAIL'}") + logger.info("semantic_matrix: " + " | ".join(matrix)) async def main(): - logger.info(f"Starting E2E Agent Prober") + logger.info("Starting E2E Agent Prober") logger.info(f" GATEWAY_URL: {GATEWAY_URL}") + logger.info(f" ROUTER_URL: {ROUTER_URL}") logger.info(f" PROBE_INTERVAL: {PROBE_INTERVAL}s") logger.info(f" PROBE_TIMEOUT: {PROBE_TIMEOUT}s") logger.info(f" METRICS_PORT: {METRICS_PORT}") - + logger.info(f" SEMANTIC_TIMEOUT: {SEMANTIC_TIMEOUT}s") + logger.info(f" SEMANTIC_PROBE_ENABLED: {SEMANTIC_PROBE_ENABLED}") + logger.info(f" SEMANTIC_AGENTS: {','.join(SEMANTIC_AGENTS)}") + # Start Prometheus metrics server start_http_server(METRICS_PORT) logger.info(f"Prometheus metrics available at :{METRICS_PORT}/metrics") - + # Initial probe await run_probes() - + # Continuous probing while True: await asyncio.sleep(PROBE_INTERVAL) diff --git a/services/plant-vision-node1/Dockerfile b/services/plant-vision-node1/Dockerfile new file mode 100644 index 00000000..fcf80226 --- /dev/null +++ b/services/plant-vision-node1/Dockerfile @@ -0,0 +1,15 @@ +FROM python:3.11-slim + +WORKDIR /app + +COPY requirements.txt . +RUN pip install --no-cache-dir -r requirements.txt + +COPY main.py . + +EXPOSE 8085 + +HEALTHCHECK --interval=30s --timeout=10s --start-period=20s --retries=3 \ + CMD python -c "import urllib.request; urllib.request.urlopen(http://localhost:8085/health)" + +CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8085"] diff --git a/services/plant-vision-node1/main.py b/services/plant-vision-node1/main.py new file mode 100644 index 00000000..568b7df9 --- /dev/null +++ b/services/plant-vision-node1/main.py @@ -0,0 +1,238 @@ +import json +import os +import re +import shlex +import subprocess +import tempfile +from pathlib import Path +from typing import Any, Dict, List, Optional + +import httpx +from fastapi import FastAPI, File, HTTPException, UploadFile +from fastapi.exceptions import RequestValidationError +from fastapi.responses import JSONResponse +from pydantic import BaseModel, Field + +app = FastAPI(title="plant-vision-node1", version="0.1.1") + + +class IdentifyRequest(BaseModel): + image_url: Optional[str] = None + top_k: int = Field(default=3, ge=1, le=10) + + +def _normalize_predictions(raw: Any, top_k: int) -> List[Dict[str, Any]]: + preds: List[Dict[str, Any]] = [] + if isinstance(raw, dict): + for key in ("predictions", "results", "candidates"): + if isinstance(raw.get(key), list): + raw = raw[key] + break + if isinstance(raw, list): + for item in raw[:top_k]: + if not isinstance(item, dict): + continue + name = ( + item.get("scientific_name") + or item.get("scientificName") + or item.get("label") + or item.get("name") + or "unknown" + ) + common = item.get("common_name") or item.get("commonName") or item.get("common") or "-" + score = item.get("score", item.get("confidence", 0.0)) + try: + score_f = float(score) + except Exception: + score_f = 0.0 + preds.append({"scientific_name": str(name), "common_name": str(common), "score": score_f}) + return preds[:top_k] + + +def _parse_text_output(text: str, top_k: int) -> List[Dict[str, Any]]: + """ + Parse only model score lines, e.g.: + 97.6% Persicaria amphibia + 86.1% Canada Goldenrod (Solidago canadensis) + Ignore service lines like "Read ..." or "Classification of ...". + """ + preds: List[Dict[str, Any]] = [] + for raw_line in (text or "").splitlines(): + line = raw_line.strip() + if not line or "%" not in line: + continue + + m = re.match(r"^\s*(\d+(?:\.\d+)?)%\s+(.+)$", line) + if not m: + continue + + score_str, name_part = m.groups() + try: + score = float(score_str) + except ValueError: + continue + + name = name_part.strip() + if not name: + continue + + common_name = "-" + scientific_name = name + + # If output is "Common Name (Scientific name)", preserve both. + paren = re.match(r"^(.*?)\s*\(([^()]+)\)\s*$", name) + if paren: + common, scientific = paren.groups() + common = common.strip() + scientific = scientific.strip() + if common: + common_name = common + if scientific: + scientific_name = scientific + + preds.append( + { + "scientific_name": scientific_name, + "common_name": common_name, + "score": score, + } + ) + + preds.sort(key=lambda x: float(x.get("score", 0.0)), reverse=True) + return preds[:top_k] + + +def _extract_inference_time(stdout: str) -> Optional[float]: + m = re.search(r"took\s+(\d+(?:\.\d+)?)\s+secs", stdout or "") + if not m: + return None + try: + return float(m.group(1)) + except Exception: + return None + + +def _run_nature_id_cli(image_path: str, top_k: int) -> Dict[str, Any]: + cmd_tmpl = (os.getenv("NATURE_ID_CMD") or "").strip() + timeout_s = int(os.getenv("NATURE_ID_TIMEOUT", "40")) + + if not cmd_tmpl: + raise RuntimeError("NATURE_ID_CMD is not configured") + + cmd = cmd_tmpl.replace("{image_path}", image_path) + proc = subprocess.run( + shlex.split(cmd), + capture_output=True, + text=True, + timeout=timeout_s, + check=False, + ) + if proc.returncode != 0: + raise RuntimeError(f"nature-id cli failed rc={proc.returncode}: {proc.stderr.strip()[:240]}") + + out = (proc.stdout or "").strip() + inference_time_sec = _extract_inference_time(out) + if not out: + return {"predictions": [], "inference_time_sec": inference_time_sec} + + try: + parsed = json.loads(out) + preds = _normalize_predictions(parsed, top_k) + except Exception: + preds = _parse_text_output(out, top_k) + + return {"predictions": preds, "inference_time_sec": inference_time_sec} + + +async def _download_image(image_url: str) -> str: + timeout_s = float(os.getenv("DOWNLOAD_TIMEOUT", "20")) + async with httpx.AsyncClient(timeout=timeout_s) as client: + resp = await client.get(image_url) + resp.raise_for_status() + data = resp.content + + with tempfile.NamedTemporaryFile(delete=False, suffix=".jpg") as f: + f.write(data) + return f.name + + +def _response_payload(result: Dict[str, Any]) -> Dict[str, Any]: + preds = result.get("predictions") or [] + top_k = [ + { + "confidence": float(p.get("score", 0.0)), + "name": str((p.get("common_name") if p.get("common_name") not in (None, "", "-") else p.get("scientific_name")) or "unknown"), + "scientific_name": str(p.get("scientific_name") or "unknown"), + } + for p in preds + ] + return { + "status": "success", + "model": "aiy_plants_V1", + "source": "nature-id-cli", + "count": len(preds), + "inference_time_sec": result.get("inference_time_sec"), + "predictions": preds, + "top_k": top_k, + } + + +@app.exception_handler(RequestValidationError) +async def validation_exception_handler(_, exc: RequestValidationError): + # Avoid leaking raw multipart bytes in validation responses. + errs: List[Dict[str, Any]] = [] + for e in exc.errors() or []: + errs.append({"loc": e.get("loc"), "msg": e.get("msg"), "type": e.get("type")}) + return JSONResponse(status_code=422, content={"detail": errs}) + + +@app.get("/health") +def health() -> Dict[str, Any]: + cmd = (os.getenv("NATURE_ID_CMD") or "").strip() + return { + "status": "healthy", + "nature_id_cmd_configured": bool(cmd), + "nature_id_cmd": cmd, + } + + +@app.post("/identify") +async def identify(payload: IdentifyRequest) -> Dict[str, Any]: + if not payload.image_url: + raise HTTPException(status_code=400, detail="image_url is required") + + tmp_path = "" + try: + tmp_path = await _download_image(payload.image_url) + result = _run_nature_id_cli(tmp_path, payload.top_k) + return _response_payload(result) + except HTTPException: + raise + except Exception as e: + raise HTTPException(status_code=503, detail=f"identify_failed: {e}") + finally: + if tmp_path: + try: + Path(tmp_path).unlink(missing_ok=True) + except Exception: + pass + + +@app.post("/identify-file") +async def identify_file(file: UploadFile = File(...), top_k: int = 3) -> Dict[str, Any]: + top_k = max(1, min(top_k, 10)) + tmp_path = "" + try: + with tempfile.NamedTemporaryFile(delete=False, suffix=".jpg") as f: + f.write(await file.read()) + tmp_path = f.name + result = _run_nature_id_cli(tmp_path, top_k) + return _response_payload(result) + except Exception as e: + raise HTTPException(status_code=503, detail=f"identify_failed: {e}") + finally: + if tmp_path: + try: + Path(tmp_path).unlink(missing_ok=True) + except Exception: + pass diff --git a/services/plant-vision-node1/requirements.txt b/services/plant-vision-node1/requirements.txt new file mode 100644 index 00000000..dccabe92 --- /dev/null +++ b/services/plant-vision-node1/requirements.txt @@ -0,0 +1,8 @@ +fastapi==0.115.5 +uvicorn[standard]==0.32.1 +httpx==0.28.1 +python-multipart==0.0.17 +Pillow==11.1.0 +requests==2.32.3 +tflite-runtime==2.14.0 +numpy==1.26.4 From c2f0b64604abe3232933c2c2eddb452e9576feb3 Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Fri, 20 Feb 2026 19:01:50 +0100 Subject: [PATCH 07/24] gateway: add privacy guard plus reminders and mentor relay commands --- docker-compose.node1.yml | 46 +++ gateway-bot/daarion_facade/reminder_worker.py | 100 ++++++ gateway-bot/daarion_facade/reminders.py | 154 +++++++++ gateway-bot/http_api.py | 294 +++++++++++++++++- 4 files changed, 593 insertions(+), 1 deletion(-) create mode 100644 gateway-bot/daarion_facade/reminder_worker.py create mode 100644 gateway-bot/daarion_facade/reminders.py diff --git a/docker-compose.node1.yml b/docker-compose.node1.yml index a95017aa..823ee205 100644 --- a/docker-compose.node1.yml +++ b/docker-compose.node1.yml @@ -263,6 +263,52 @@ services: retries: 3 + gateway-reminder-worker: + build: + context: ./gateway-bot + dockerfile: Dockerfile + container_name: dagi-gateway-reminder-worker-node1 + command: ["python", "-m", "daarion_facade.reminder_worker"] + environment: + - REDIS_URL=redis://redis:6379/0 + - DAARION_REMINDER_POLL_SECONDS=${DAARION_REMINDER_POLL_SECONDS:-2} + - DAARION_REMINDER_TTL_SECONDS=${DAARION_REMINDER_TTL_SECONDS:-2592000} + - DAARION_REMINDER_DEFAULT_TZ=${DAARION_REMINDER_DEFAULT_TZ:-Europe/Kyiv} + - GLOBAL_RELAY_ALLOWED_USER_IDS=${GLOBAL_RELAY_ALLOWED_USER_IDS:-} + - MENTOR_PRIVATE_HANDLES=${MENTOR_PRIVATE_HANDLES:-ivantytar,archenvis,olegarch88} + - MENTOR_PRIVATE_NAMES=${MENTOR_PRIVATE_NAMES:-Іван Титар,Александр Вертій,Олег Ковальчук} + - MENTOR_DISCLOSURE_ALLOWED_USER_IDS=${MENTOR_DISCLOSURE_ALLOWED_USER_IDS:-} + - HELION_MENTOR_CHAT_IDS=${HELION_MENTOR_CHAT_IDS:-} + - HELION_RELAY_ALLOWED_USER_IDS=${HELION_RELAY_ALLOWED_USER_IDS:-} + - DAARWIZZ_TELEGRAM_BOT_TOKEN=${DAARWIZZ_TELEGRAM_BOT_TOKEN:-8323412397:AAGZbAR22LuOiGD8xVC3OXMjahQ8rs2lJwo} + - HELION_TELEGRAM_BOT_TOKEN=${HELION_TELEGRAM_BOT_TOKEN:-8112062582:AAGS-HwRLEI269lDutLtAJTFArsIq31YNhE} + - GREENFOOD_TELEGRAM_BOT_TOKEN=${GREENFOOD_TELEGRAM_BOT_TOKEN:-7495165343:AAGR1XEOzg7DkPFPCzL_eYLCJfxJuonCxug} + - AGROMATRIX_TELEGRAM_BOT_TOKEN=${AGROMATRIX_TELEGRAM_BOT_TOKEN:-8580290441:AAFuDBmFJtpl-3I_WfkH7Hkb59X0fhYNMOE} + - ALATEYA_TELEGRAM_BOT_TOKEN=${ALATEYA_TELEGRAM_BOT_TOKEN:-8436880945:AAEi-HS6GEctddoqBUd37MHfweZQP-OjRlo} + - NUTRA_TELEGRAM_BOT_TOKEN=${NUTRA_TELEGRAM_BOT_TOKEN:-8517315428:AAGTLcKxBAZDsMgx28agKTvl1SqJGi0utH4} + - DRUID_TELEGRAM_BOT_TOKEN=${DRUID_TELEGRAM_BOT_TOKEN:-8145618489:AAFR714mBsNmiuF-rjCw-295iORBReJQZ70} + - CLAN_TELEGRAM_BOT_TOKEN=${CLAN_TELEGRAM_BOT_TOKEN:-8516872152:AAHH26wU8hJZJbSCJXb4vbmPmakTP77ok5E} + - EONARCH_TELEGRAM_BOT_TOKEN=${EONARCH_TELEGRAM_BOT_TOKEN:-7962391584:AAFYkelLRG3VR_Lxuu6pEGG76t4vZdANtz4} + - SENPAI_TELEGRAM_BOT_TOKEN=${SENPAI_TELEGRAM_BOT_TOKEN:-8510265026:AAGFrFBIIEihsLptZSxuKdmW2RoRPQDY9FE} + - ONEOK_TELEGRAM_BOT_TOKEN=${ONEOK_TELEGRAM_BOT_TOKEN} + - SOUL_TELEGRAM_BOT_TOKEN=${SOUL_TELEGRAM_BOT_TOKEN:-8041596416:AAHhpfCtY8paCm_9AD-4stJJg-Vw-CBf6Qk} + - YAROMIR_TELEGRAM_BOT_TOKEN=${YAROMIR_TELEGRAM_BOT_TOKEN:-8128180674:AAGNZdG3LwECI4z_803smsuRHsK3nPdjMLY} + - SOFIIA_TELEGRAM_BOT_TOKEN=${SOFIIA_TELEGRAM_BOT_TOKEN:-8589292566:AAEmPvS6nY9e-Y-TZm04CAHWlaFnWVxajE4} + volumes: + - ${DEPLOY_ROOT:-.}/gateway-bot:/app/gateway-bot:ro + - ${DEPLOY_ROOT:-.}/logs:/app/logs + depends_on: + - redis + networks: + - dagi-network + restart: unless-stopped + healthcheck: + test: ["CMD", "python", "-c", "print(\"ok\")"] + interval: 30s + timeout: 5s + retries: 3 + + metrics-poller-node1: build: context: ./gateway-bot diff --git a/gateway-bot/daarion_facade/reminder_worker.py b/gateway-bot/daarion_facade/reminder_worker.py new file mode 100644 index 00000000..4f4337cf --- /dev/null +++ b/gateway-bot/daarion_facade/reminder_worker.py @@ -0,0 +1,100 @@ +import asyncio +import logging +import os +from typing import Dict + +import httpx + +from .reminders import close_redis, pop_due_reminders + +logging.basicConfig(level=logging.INFO, format="%(asctime)s [%(levelname)s] %(name)s: %(message)s") +logger = logging.getLogger("daarion-reminder-worker") + +POLL_SECONDS = float(os.getenv("DAARION_REMINDER_POLL_SECONDS", "2")) +TELEGRAM_TIMEOUT = float(os.getenv("DAARION_REMINDER_TELEGRAM_TIMEOUT", "20")) + +AGENT_TOKEN_ENV: Dict[str, str] = { + "daarwizz": "DAARWIZZ_TELEGRAM_BOT_TOKEN", + "helion": "HELION_TELEGRAM_BOT_TOKEN", + "greenfood": "GREENFOOD_TELEGRAM_BOT_TOKEN", + "agromatrix": "AGROMATRIX_TELEGRAM_BOT_TOKEN", + "alateya": "ALATEYA_TELEGRAM_BOT_TOKEN", + "nutra": "NUTRA_TELEGRAM_BOT_TOKEN", + "druid": "DRUID_TELEGRAM_BOT_TOKEN", + "clan": "CLAN_TELEGRAM_BOT_TOKEN", + "eonarch": "EONARCH_TELEGRAM_BOT_TOKEN", + "senpai": "SENPAI_TELEGRAM_BOT_TOKEN", + "oneok": "ONEOK_TELEGRAM_BOT_TOKEN", + "soul": "SOUL_TELEGRAM_BOT_TOKEN", + "yaromir": "YAROMIR_TELEGRAM_BOT_TOKEN", + "sofiia": "SOFIIA_TELEGRAM_BOT_TOKEN", +} + + +def _token_for_agent(agent_id: str) -> str: + env = AGENT_TOKEN_ENV.get((agent_id or "").lower(), "") + return os.getenv(env, "") if env else "" + + +async def _send_reminder(item: Dict[str, str]) -> bool: + agent_id = str(item.get("agent_id", "")) + chat_id = str(item.get("chat_id", "")) + reminder_text = str(item.get("text", "")).strip() + due_at = str(item.get("due_at", "")) + + token = _token_for_agent(agent_id) + if not token: + logger.warning("reminder_skip_no_token agent=%s reminder_id=%s", agent_id, item.get("reminder_id")) + return False + + if not chat_id or not reminder_text: + logger.warning("reminder_skip_invalid_payload reminder_id=%s", item.get("reminder_id")) + return False + + body = { + "chat_id": chat_id, + "text": f"⏰ Нагадування ({agent_id})\n\n{reminder_text}\n\n🕒 {due_at}", + } + + url = f"https://api.telegram.org/bot{token}/sendMessage" + async with httpx.AsyncClient(timeout=TELEGRAM_TIMEOUT) as client: + resp = await client.post(url, json=body) + if resp.status_code != 200: + logger.warning( + "reminder_send_failed reminder_id=%s status=%s body=%s", + item.get("reminder_id"), + resp.status_code, + resp.text[:300], + ) + return False + + logger.info("reminder_sent reminder_id=%s agent=%s chat=%s", item.get("reminder_id"), agent_id, chat_id) + return True + + +async def worker_loop() -> None: + logger.info("reminder_worker_started poll_seconds=%s", POLL_SECONDS) + while True: + try: + items = await pop_due_reminders(limit=20) + if items: + for item in items: + try: + await _send_reminder(item) + except Exception: + logger.exception("reminder_send_exception reminder_id=%s", item.get("reminder_id")) + except asyncio.CancelledError: + raise + except Exception: + logger.exception("reminder_worker_cycle_failed") + await asyncio.sleep(POLL_SECONDS) + + +if __name__ == "__main__": + try: + asyncio.run(worker_loop()) + finally: + try: + asyncio.run(close_redis()) + except Exception: + pass diff --git a/gateway-bot/daarion_facade/reminders.py b/gateway-bot/daarion_facade/reminders.py new file mode 100644 index 00000000..dd15ff8f --- /dev/null +++ b/gateway-bot/daarion_facade/reminders.py @@ -0,0 +1,154 @@ +import json +import os +import time +import uuid +from dataclasses import dataclass +from datetime import datetime, timezone +from typing import Any, Dict, List, Optional + +from redis.asyncio import Redis + +REDIS_URL = os.getenv("REDIS_URL", "redis://redis:6379/0") +REMINDER_PREFIX = "daarion:reminders" +REMINDER_BY_ID = f"{REMINDER_PREFIX}:by_id" +REMINDER_SCHEDULE = f"{REMINDER_PREFIX}:schedule" +REMINDER_TTL_SECONDS = int(os.getenv("DAARION_REMINDER_TTL_SECONDS", str(30 * 24 * 3600))) + +_redis: Optional[Redis] = None + + +@dataclass +class Reminder: + reminder_id: str + agent_id: str + chat_id: str + user_id: str + text: str + due_ts: int + created_at: str + + def to_dict(self) -> Dict[str, Any]: + return { + "reminder_id": self.reminder_id, + "agent_id": self.agent_id, + "chat_id": self.chat_id, + "user_id": self.user_id, + "text": self.text, + "due_ts": self.due_ts, + "created_at": self.created_at, + } + + +async def redis_client() -> Redis: + global _redis + if _redis is None: + _redis = Redis.from_url(REDIS_URL, decode_responses=True) + return _redis + + +async def close_redis() -> None: + global _redis + if _redis is not None: + await _redis.close() + _redis = None + + +def _iso_now() -> str: + return datetime.now(timezone.utc).isoformat() + + +def _iso_from_ts(ts: int) -> str: + return datetime.fromtimestamp(ts, tz=timezone.utc).isoformat() + + +async def create_reminder(agent_id: str, chat_id: str, user_id: str, text: str, due_ts: int) -> Dict[str, Any]: + reminder = Reminder( + reminder_id=f"rem_{uuid.uuid4().hex[:16]}", + agent_id=agent_id, + chat_id=str(chat_id), + user_id=str(user_id), + text=text.strip(), + due_ts=int(due_ts), + created_at=_iso_now(), + ) + + r = await redis_client() + key = f"{REMINDER_BY_ID}:{reminder.reminder_id}" + payload = json.dumps(reminder.to_dict(), ensure_ascii=False) + + await r.set(key, payload, ex=REMINDER_TTL_SECONDS) + await r.zadd(REMINDER_SCHEDULE, {reminder.reminder_id: float(reminder.due_ts)}) + + result = reminder.to_dict() + result["due_at"] = _iso_from_ts(reminder.due_ts) + return result + + +async def list_reminders(agent_id: str, chat_id: str, user_id: str, limit: int = 10) -> List[Dict[str, Any]]: + r = await redis_client() + now_ts = int(time.time()) + ids = await r.zrangebyscore(REMINDER_SCHEDULE, min=now_ts - 365 * 24 * 3600, max="+inf", start=0, num=max(1, limit * 5)) + + out: List[Dict[str, Any]] = [] + for reminder_id in ids: + raw = await r.get(f"{REMINDER_BY_ID}:{reminder_id}") + if not raw: + continue + try: + item = json.loads(raw) + except json.JSONDecodeError: + continue + if item.get("agent_id") != agent_id: + continue + if str(item.get("chat_id")) != str(chat_id): + continue + if str(item.get("user_id")) != str(user_id): + continue + item["due_at"] = _iso_from_ts(int(item.get("due_ts", 0))) + out.append(item) + if len(out) >= limit: + break + return out + + +async def cancel_reminder(reminder_id: str, agent_id: str, chat_id: str, user_id: str) -> bool: + r = await redis_client() + key = f"{REMINDER_BY_ID}:{reminder_id}" + raw = await r.get(key) + if not raw: + return False + try: + item = json.loads(raw) + except json.JSONDecodeError: + return False + + if item.get("agent_id") != agent_id or str(item.get("chat_id")) != str(chat_id) or str(item.get("user_id")) != str(user_id): + return False + + await r.delete(key) + await r.zrem(REMINDER_SCHEDULE, reminder_id) + return True + + +async def pop_due_reminders(limit: int = 20) -> List[Dict[str, Any]]: + r = await redis_client() + now_ts = int(time.time()) + ids = await r.zrangebyscore(REMINDER_SCHEDULE, min="-inf", max=now_ts, start=0, num=max(1, limit)) + out: List[Dict[str, Any]] = [] + + for reminder_id in ids: + removed = await r.zrem(REMINDER_SCHEDULE, reminder_id) + if removed == 0: + continue + raw = await r.get(f"{REMINDER_BY_ID}:{reminder_id}") + if not raw: + continue + await r.delete(f"{REMINDER_BY_ID}:{reminder_id}") + try: + item = json.loads(raw) + item["due_at"] = _iso_from_ts(int(item.get("due_ts", now_ts))) + out.append(item) + except json.JSONDecodeError: + continue + + return out diff --git a/gateway-bot/http_api.py b/gateway-bot/http_api.py index b177e173..2466f166 100644 --- a/gateway-bot/http_api.py +++ b/gateway-bot/http_api.py @@ -14,9 +14,10 @@ import uuid import httpx from pathlib import Path from typing import Dict, Any, Optional, List, Tuple -from datetime import datetime +from datetime import datetime, timedelta, timezone from dataclasses import dataclass from io import BytesIO +from zoneinfo import ZoneInfo from fastapi import APIRouter, HTTPException from pydantic import BaseModel @@ -46,6 +47,11 @@ from behavior_policy import ( BehaviorDecision, AGENT_NAME_VARIANTS, ) +from daarion_facade.reminders import ( + create_reminder, + list_reminders, + cancel_reminder, +) logger = logging.getLogger(__name__) @@ -242,6 +248,279 @@ def preferred_language_label(lang: str) -> str: }.get((lang or "").lower(), "Ukrainian") +def _csv_set(value: Optional[str]) -> set[str]: + if not value: + return set() + return {x.strip() for x in str(value).split(",") if x.strip()} + + +MENTOR_PRIVATE_HANDLES = _csv_set(os.getenv("MENTOR_PRIVATE_HANDLES", "ivantytar,archenvis,olegarch88")) +MENTOR_PRIVATE_NAMES = _csv_set(os.getenv("MENTOR_PRIVATE_NAMES", "Іван Титар,Александр Вертій,Олег Ковальчук")) +MENTOR_DISCLOSURE_ALLOWED_USER_IDS = _csv_set(os.getenv("MENTOR_DISCLOSURE_ALLOWED_USER_IDS", "")) +GLOBAL_RELAY_ALLOWED_USER_IDS = _csv_set(os.getenv("GLOBAL_RELAY_ALLOWED_USER_IDS", "")) +REMINDER_DEFAULT_TZ = os.getenv("DAARION_REMINDER_DEFAULT_TZ", "Europe/Kyiv") + + +def _agent_env_prefix(agent_config: "AgentConfig") -> str: + env = str(agent_config.telegram_token_env or "").strip() + if env.endswith("_TELEGRAM_BOT_TOKEN"): + return env[: -len("_TELEGRAM_BOT_TOKEN")] + return str(agent_config.agent_id or "").upper() + + +def _is_disclosure_allowed(user_id: str) -> bool: + return str(user_id) in MENTOR_DISCLOSURE_ALLOWED_USER_IDS + + +def _redact_private_mentions(answer_text: str, user_id: str) -> str: + if not answer_text or _is_disclosure_allowed(user_id): + return answer_text + out = answer_text + for handle in MENTOR_PRIVATE_HANDLES: + out = re.sub(rf"@{re.escape(handle)}\b", "@mentor", out, flags=re.IGNORECASE) + for name in MENTOR_PRIVATE_NAMES: + out = re.sub(re.escape(name), "ментор", out, flags=re.IGNORECASE) + return out + + +def _soften_unfulfillable_promises(answer_text: str) -> str: + if not answer_text: + return answer_text + lower = answer_text.lower() + has_dm_promise = any( + phrase in lower + for phrase in ( + "особисті повідомлення", + "в dm", + "direct message", + "personal message", + "напишу менторам", + "надішлю менторам", + ) + ) + has_reminder_promise = any( + phrase in lower + for phrase in ( + "нагадаю", + "напомню", + "i will remind", + ) + ) + + hints: List[str] = [] + if has_dm_promise: + hints.append("Для реальної передачі повідомлення менторам використай `/relay_mentors <текст>`.") + if has_reminder_promise: + hints.append("Для реального нагадування використай `/remind` або `/remind_in`.") + if not hints: + return answer_text + if "✅ Виконано дію:" in answer_text: + return answer_text + return f"{answer_text}\n\nℹ️ {' '.join(hints)}" + + +def _sanitize_agent_answer(answer_text: str, user_id: str) -> str: + text = _redact_private_mentions(answer_text, user_id) + text = _soften_unfulfillable_promises(text) + return text + + +def _parse_duration_to_seconds(raw: str) -> Optional[int]: + m = re.match(r"^\s*(\d+)\s*([mhd])\s*$", raw.lower()) + if not m: + return None + value = int(m.group(1)) + unit = m.group(2) + if unit == "m": + return value * 60 + if unit == "h": + return value * 3600 + return value * 86400 + + +def _parse_remind_datetime(raw: str) -> Optional[datetime]: + raw = raw.strip() + patterns = [ + "%Y-%m-%d %H:%M", + "%Y-%m-%d %H:%M:%S", + ] + parsed = None + for pattern in patterns: + try: + parsed = datetime.strptime(raw, pattern) + break + except ValueError: + continue + if parsed is None: + return None + try: + tz = ZoneInfo(REMINDER_DEFAULT_TZ) + except Exception: + tz = timezone.utc + return parsed.replace(tzinfo=tz).astimezone(timezone.utc) + + +def _relay_allowed_for_user(prefix: str, user_id: str) -> bool: + agent_allow = _csv_set(os.getenv(f"{prefix}_RELAY_ALLOWED_USER_IDS", "")) + allowed = GLOBAL_RELAY_ALLOWED_USER_IDS | agent_allow + return str(user_id) in allowed if allowed else False + + +def _mentor_chat_ids(prefix: str) -> List[str]: + return [x for x in os.getenv(f"{prefix}_MENTOR_CHAT_IDS", "").split(",") if x.strip()] + + +async def _handle_action_commands( + *, + agent_config: "AgentConfig", + text: str, + chat_id: str, + user_id: str, + username: str, + dao_id: str, + telegram_token: str, +) -> Optional[Dict[str, Any]]: + t = (text or "").strip() + if not t.startswith("/"): + return None + + prefix = _agent_env_prefix(agent_config) + + if t.startswith("/remind_in "): + parts = t.split(maxsplit=2) + if len(parts) < 3: + await send_telegram_message(chat_id, "Формат: `/remind_in 2h текст`", telegram_token) + return {"ok": True, "handled": "remind_in_help"} + seconds = _parse_duration_to_seconds(parts[1]) + if not seconds or seconds <= 0: + await send_telegram_message(chat_id, "Некоректна тривалість. Приклад: `30m`, `2h`, `1d`.", telegram_token) + return {"ok": True, "handled": "remind_in_invalid"} + due_ts = int(time.time()) + seconds + item = await create_reminder( + agent_id=agent_config.agent_id, + chat_id=chat_id, + user_id=user_id, + text=parts[2], + due_ts=due_ts, + ) + await send_telegram_message( + chat_id, + f"✅ Виконано дію: нагадування створено\nID: `{item['reminder_id']}`\nЧас: `{item['due_at']}`", + telegram_token, + ) + await memory_client.save_chat_turn( + agent_id=agent_config.agent_id, + team_id=dao_id, + user_id=f"tg:{user_id}", + message=text, + response=f"✅ reminder_created {item['reminder_id']}", + channel_id=chat_id, + scope="short_term", + save_agent_response=True, + agent_metadata={"action": "reminder_create", "reminder_id": item["reminder_id"]}, + username=username, + ) + return {"ok": True, "handled": "remind_in", "reminder_id": item["reminder_id"]} + + if t.startswith("/remind "): + payload = t[len("/remind ") :].strip() + m = re.match(r"^(\d{4}-\d{2}-\d{2}\s+\d{2}:\d{2})(?:\s+)(.+)$", payload) + if not m: + await send_telegram_message(chat_id, "Формат: `/remind 2026-03-18 09:00 текст`", telegram_token) + return {"ok": True, "handled": "remind_help"} + due = _parse_remind_datetime(m.group(1)) + if due is None: + await send_telegram_message(chat_id, "Не зміг розпізнати дату/час. Формат: `YYYY-MM-DD HH:MM`", telegram_token) + return {"ok": True, "handled": "remind_invalid_date"} + item = await create_reminder( + agent_id=agent_config.agent_id, + chat_id=chat_id, + user_id=user_id, + text=m.group(2), + due_ts=int(due.timestamp()), + ) + await send_telegram_message( + chat_id, + f"✅ Виконано дію: нагадування створено\nID: `{item['reminder_id']}`\nЧас: `{item['due_at']}`", + telegram_token, + ) + await memory_client.save_chat_turn( + agent_id=agent_config.agent_id, + team_id=dao_id, + user_id=f"tg:{user_id}", + message=text, + response=f"✅ reminder_created {item['reminder_id']}", + channel_id=chat_id, + scope="short_term", + save_agent_response=True, + agent_metadata={"action": "reminder_create", "reminder_id": item["reminder_id"]}, + username=username, + ) + return {"ok": True, "handled": "remind", "reminder_id": item["reminder_id"]} + + if t == "/reminders": + items = await list_reminders(agent_id=agent_config.agent_id, chat_id=chat_id, user_id=user_id, limit=10) + if not items: + await send_telegram_message(chat_id, "Активних нагадувань не знайдено.", telegram_token) + return {"ok": True, "handled": "reminders_empty"} + rows = [f"- `{x['reminder_id']}` → `{x['due_at']}` :: {x['text'][:80]}" for x in items] + await send_telegram_message(chat_id, "🗓 Твої нагадування:\n" + "\n".join(rows), telegram_token) + return {"ok": True, "handled": "reminders_list", "count": len(items)} + + if t.startswith("/cancel_reminder "): + reminder_id = t[len("/cancel_reminder ") :].strip() + ok = await cancel_reminder(reminder_id, agent_id=agent_config.agent_id, chat_id=chat_id, user_id=user_id) + await send_telegram_message( + chat_id, + f"{'✅' if ok else '❌'} {'Скасовано.' if ok else 'Не знайдено або немає доступу.'}", + telegram_token, + ) + return {"ok": True, "handled": "cancel_reminder", "canceled": ok} + + if t.startswith("/relay_mentors "): + if not _relay_allowed_for_user(prefix, user_id): + await send_telegram_message(chat_id, "⛔ Немає доступу до relay. Звернись до адміністратора.", telegram_token) + return {"ok": True, "handled": "relay_denied"} + recipients = _mentor_chat_ids(prefix) + if not recipients: + await send_telegram_message(chat_id, "⚠️ Не налаштовано mentor recipients.", telegram_token) + return {"ok": True, "handled": "relay_not_configured"} + payload = t[len("/relay_mentors ") :].strip() + if not payload: + await send_telegram_message(chat_id, "Формат: `/relay_mentors текст повідомлення`", telegram_token) + return {"ok": True, "handled": "relay_help"} + delivered = 0 + body = ( + f"📨 Relay from {agent_config.name}\n" + f"From: @{username or user_id} (tg:{user_id})\n" + f"Source chat: {chat_id}\n\n" + f"{payload}" + ) + for rid in recipients: + try: + ok = await send_telegram_message(rid.strip(), body, telegram_token) + if ok: + delivered += 1 + except Exception: + logger.exception("mentor_relay_send_failed recipient=%s", rid) + await send_telegram_message(chat_id, f"✅ Виконано дію: relay sent to {delivered}/{len(recipients)} mentor(s).", telegram_token) + await memory_client.save_chat_turn( + agent_id=agent_config.agent_id, + team_id=dao_id, + user_id=f"tg:{user_id}", + message=text, + response=f"✅ mentor_relay delivered={delivered}", + channel_id=chat_id, + scope="short_term", + save_agent_response=True, + agent_metadata={"action": "mentor_relay", "delivered": delivered, "requested": len(recipients)}, + username=username, + ) + return {"ok": True, "handled": "relay_mentors", "delivered": delivered, "requested": len(recipients)} + + return None + + def _extract_preferred_language_from_profile_fact(fact: Optional[Dict[str, Any]]) -> Optional[str]: if not isinstance(fact, dict): return None @@ -2405,6 +2684,18 @@ async def handle_telegram_webhook( text = caption logger.info(f"{agent_config.name} Telegram message from {username} (tg:{user_id}) in chat {chat_id}: {text[:50]}") + + command_result = await _handle_action_commands( + agent_config=agent_config, + text=text, + chat_id=chat_id, + user_id=user_id, + username=username, + dao_id=dao_id, + telegram_token=telegram_token, + ) + if command_result is not None: + return command_result mentioned_bots = extract_bot_mentions(text) needs_complex_reasoning = requires_complex_reasoning(text) @@ -2780,6 +3071,7 @@ async def handle_telegram_webhook( force_detailed=force_detailed_reply, needs_complex_reasoning=needs_complex_reasoning, ) + answer_text = _sanitize_agent_answer(answer_text, user_id=user_id) # Skip Telegram sending for prober requests (chat_id=0) if is_prober: From ce6c9ec60afec06c0ec3796d99289ea9588685ae Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Fri, 20 Feb 2026 19:17:18 +0100 Subject: [PATCH 08/24] gateway: add natural-language action mapping for reminders and mentor relay --- gateway-bot/http_api.py | 66 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 66 insertions(+) diff --git a/gateway-bot/http_api.py b/gateway-bot/http_api.py index 2466f166..b6c5eb1a 100644 --- a/gateway-bot/http_api.py +++ b/gateway-bot/http_api.py @@ -521,6 +521,57 @@ async def _handle_action_commands( return None +def _extract_nl_action_command(text: str) -> Optional[str]: + t = (text or "").strip() + if not t or t.startswith("/"): + return None + + low = t.lower() + + # Reminder by relative duration (UA/RU/EN) + m = re.match( + r"^(?:нагадай(?:\s+мені)?|напомни(?:\s+мне)?|remind me)\s+(?:через|in)\s+(\d+)\s*(хв|мин|m|год|hour|h|дн|день|day|d)\s+(.+)$", + low, + ) + if m: + value = m.group(1) + unit = m.group(2) + payload = t[m.end(2):].strip() + if payload: + norm = "m" + if unit in {"год", "hour", "h"}: + norm = "h" + elif unit in {"дн", "день", "day", "d"}: + norm = "d" + return f"/remind_in {value}{norm} {payload}" + + # Reminder by absolute datetime (UA/RU/EN) + m2 = re.match( + r"^(?:нагадай(?:\s+мені)?|напомни(?:\s+мне)?|remind me)\s+(?:на|at)\s+(\d{4}-\d{2}-\d{2}\s+\d{2}:\d{2})\s+(.+)$", + low, + ) + if m2: + dt = m2.group(1) + payload = t[m2.end(1):].strip() + if payload: + return f"/remind {dt} {payload}" + + # Mentor relay intent + for prefix in ( + "передай менторам ", + "надішли менторам ", + "напиши менторам ", + "send to mentors ", + "relay to mentors ", + ): + if low.startswith(prefix): + payload = t[len(prefix):].strip() + if payload: + return f"/relay_mentors {payload}" + + return None + + def _extract_preferred_language_from_profile_fact(fact: Optional[Dict[str, Any]]) -> Optional[str]: if not isinstance(fact, dict): return None @@ -2696,6 +2747,21 @@ async def handle_telegram_webhook( ) if command_result is not None: return command_result + + nl_command = _extract_nl_action_command(text) + if nl_command: + logger.info(f"{agent_config.name}: NL action mapped to command: {nl_command}") + nl_result = await _handle_action_commands( + agent_config=agent_config, + text=nl_command, + chat_id=chat_id, + user_id=user_id, + username=username, + dao_id=dao_id, + telegram_token=telegram_token, + ) + if nl_result is not None: + return nl_result mentioned_bots = extract_bot_mentions(text) needs_complex_reasoning = requires_complex_reasoning(text) From 815a28747404aceafc22445c8d0fb6d4cc9a3c33 Mon Sep 17 00:00:00 2001 From: Lord of Chaos Date: Sat, 21 Feb 2026 10:16:43 +0200 Subject: [PATCH 09/24] Gateway/Doc: source-lock, PII guard, intent retry, shared Excel contract (#4) * gateway: enforce source-lock, pii guard, style profile, and intent retry * doc-service: add shared deterministic excel answer contract * gateway: auto-handle unresolved user questions in chat context * gateway: fix greeting UX and reduce false photo-intent fallbacks --------- Co-authored-by: Apple --- gateway-bot/http_api.py | 468 +++++++++++++++++++++++++--- gateway-bot/services/doc_service.py | 154 ++++++++- 2 files changed, 566 insertions(+), 56 deletions(-) diff --git a/gateway-bot/http_api.py b/gateway-bot/http_api.py index b6c5eb1a..c2025c90 100644 --- a/gateway-bot/http_api.py +++ b/gateway-bot/http_api.py @@ -4,6 +4,7 @@ Handles incoming webhooks from Telegram, Discord, etc. """ import asyncio import base64 +import copy import json import re import logging @@ -67,6 +68,10 @@ PENDING_STATE_TTL = 1800 # 30 minutes USER_LANGUAGE_PREFS: Dict[str, Dict[str, Any]] = {} USER_LANGUAGE_PREF_TTL = 30 * 24 * 3600 # 30 days +# Per-user response style cache (agent:chat:user -> {style, ts}) +USER_RESPONSE_STYLE_PREFS: Dict[str, Dict[str, Any]] = {} +USER_RESPONSE_STYLE_PREF_TTL = 30 * 24 * 3600 # 30 days + # Recent photo context for follow-up questions in chat (agent:chat:user -> {file_id, ts}) RECENT_PHOTO_CONTEXT: Dict[str, Dict[str, Any]] = {} RECENT_PHOTO_TTL = 30 * 60 # 30 minutes @@ -139,17 +144,6 @@ def _looks_like_photo_followup(text: str) -> bool: if any(m in t for m in direct_markers): return True - # If user is correcting previous visual interpretation, route to vision again. - correction_markers = [ - "неправильна відповідь", "не правильна відповідь", "не видумуй", "це не так", - "ти помилився", "ти помилилась", "неправильно визначив", - "wrong answer", "you are wrong", "that is incorrect", - "неправильный ответ", "это не так", "ты ошибся", - ] - photo_topic_markers = ["фото", "зображ", "рослин", "image", "photo", "plant", "растен"] - if any(c in t for c in correction_markers) and any(p in t for p in photo_topic_markers): - return True - # Flexible forms: "що на ... фото/зображенні/світлині" if re.search(r"(що|what|что)\s+на\s+.*(фото|зображ|світлин|image|photo)", t): # Exclude common meta-questions @@ -173,6 +167,113 @@ def _is_agromatrix_plant_intel_intent(agent_id: str, text: str) -> bool: ] return any(m in tl for m in markers) +def _needs_photo_only_response(text: str) -> bool: + """ + Return True only for explicit requests to analyze/describe image content. + Do not trigger on meta-dialogue about previous mistakes. + """ + t = (text or "").strip().lower() + if not t: + return False + explicit_patterns = [ + r"(що|what|что).{0,24}(на|in).{0,24}(фото|зображ|світлин|image|photo)", + r"(опиши|describe|проаналізуй|analyz|анализируй).{0,32}(фото|зображ|image|photo)", + r"(яка|какая|what).{0,28}(рослин|plant|культура).{0,28}(на|in).{0,28}(фото|image|photo)", + ] + return any(re.search(p, t) for p in explicit_patterns) + + +def _is_simple_greeting(text: str) -> bool: + t = (text or "").strip().lower() + if not t: + return False + compact = re.sub(r"[^a-zа-яіїєґ0-9 ]+", "", t).strip() + greetings = { + "привіт", "вітаю", "добрий день", "доброго дня", "доброго вечора", + "hello", "hi", "hey", "good morning", "good evening", + } + if compact in greetings: + return True + # Short greeting variants like "привіт!" / "hi!" + return len(compact.split()) <= 3 and any(g in compact for g in greetings) + + +def _extract_unanswered_user_messages( + memory_context: Dict[str, Any], + current_user_id: str, + max_items: int = 3, +) -> List[str]: + events = memory_context.get("recent_events") or [] + if not isinstance(events, list) or not current_user_id: + return [] + + def _normalize_tokens(raw: str) -> set: + toks = re.findall(r"[a-zA-Zа-яА-ЯіїєґІЇЄҐ0-9]{3,}", (raw or "").lower()) + stop = { + "що", "як", "коли", "де", "хто", "чому", "який", "яка", "яке", "скільки", "чи", + "what", "how", "when", "where", "who", "why", "which", + "and", "for", "the", "this", "that", "with", "from", + } + return {t for t in toks if t not in stop} + + def _looks_like_ack_or_generic(raw: str) -> bool: + t = (raw or "").strip().lower() + if not t: + return True + markers = [ + "привіт", "вітаю", "чим можу допомогти", "ок", "добре", "дякую", "готово", + "hello", "hi", "how can i help", "thanks", "okay", "done", + ] + return any(m in t for m in markers) and len(t) < 180 + + def _assistant_resolves_question(question_text: str, assistant_text: str) -> bool: + if _looks_like_ack_or_generic(assistant_text): + return False + q_tokens = _normalize_tokens(question_text) + a_tokens = _normalize_tokens(assistant_text) + if not q_tokens or not a_tokens: + return False + overlap = len(q_tokens.intersection(a_tokens)) + # Require partial semantic overlap, otherwise do not auto-close. + return overlap >= 2 or (overlap >= 1 and len(q_tokens) <= 3) + + pending: List[Dict[str, str]] = [] + for ev in events: + role = str(ev.get("role") or ev.get("type") or "").lower() + text = str(ev.get("body_text") or "").strip() + if not text: + continue + if role == "user" and str(ev.get("user_id") or "") == current_user_id and _is_question_like(text): + pending.append({"text": text}) + continue + if role in ("assistant", "agent") and pending: + # Resolve only matching question; do not auto-close all pending items. + resolved_idx = None + for idx, item in enumerate(pending): + if _assistant_resolves_question(item["text"], text): + resolved_idx = idx + break + if resolved_idx is not None: + pending.pop(resolved_idx) + + if len(pending) > max_items: + pending = pending[-max_items:] + return [p["text"] for p in pending] + + +def _is_question_like(text: str) -> bool: + if not text: + return False + t = text.strip().lower() + if "?" in t: + return True + return bool( + re.search( + r"\b(що|як|чому|коли|де|хто|чи|what|why|how|when|where|who|зачем|почему|когда|где|кто|ли)\b", + t, + ) + ) + def _cleanup_user_language_prefs() -> None: now = time.time() @@ -181,6 +282,13 @@ def _cleanup_user_language_prefs() -> None: del USER_LANGUAGE_PREFS[k] +def _cleanup_user_response_style_prefs() -> None: + now = time.time() + expired = [k for k, v in USER_RESPONSE_STYLE_PREFS.items() if now - float(v.get("ts", 0)) > USER_RESPONSE_STYLE_PREF_TTL] + for k in expired: + del USER_RESPONSE_STYLE_PREFS[k] + + def _normalize_lang_code(raw: Optional[str]) -> Optional[str]: if not raw: return None @@ -1252,7 +1360,134 @@ def should_force_concise_reply(text: str) -> bool: # For regular Q&A in chat keep first response concise by default. return True +def _detect_response_style_signal(text: str) -> Optional[str]: + t = (text or "").strip().lower() + if not t: + return None + concise_markers = ["коротко", "коротка відповідь", "лаконічно", "brief", "short answer"] + detailed_markers = ["детально", "розгорнуто", "поясни детальніше", "deep dive", "step by step"] + if any(m in t for m in detailed_markers): + return "detailed" + if any(m in t for m in concise_markers): + return "concise" + return None + +async def resolve_response_style_preference( + agent_id: str, + chat_id: str, + user_id: str, + text: str, + team_id: Optional[str], +) -> str: + _cleanup_user_response_style_prefs() + cache_key = f"{agent_id}:{chat_id}:{user_id}" + signal = _detect_response_style_signal(text) + now = time.time() + if signal in ("concise", "detailed"): + USER_RESPONSE_STYLE_PREFS[cache_key] = {"style": signal, "ts": now} + await memory_client.upsert_fact( + user_id=f"tg:{user_id}", + fact_key=f"communication_profile:{agent_id}", + fact_value_json={"response_style": signal, "updated_at": datetime.utcnow().isoformat()}, + team_id=team_id, + ) + return signal + + cached = USER_RESPONSE_STYLE_PREFS.get(cache_key) + if cached: + return str(cached.get("style") or "concise") + + fact = await memory_client.get_fact( + user_id=f"tg:{user_id}", + fact_key=f"communication_profile:{agent_id}", + team_id=team_id, + ) + if fact: + data = fact.get("fact_value_json") if isinstance(fact, dict) else None + if isinstance(data, str): + try: + data = json.loads(data) + except Exception: + data = None + if isinstance(data, dict): + style = str(data.get("response_style") or "").lower() + if style in ("concise", "detailed"): + USER_RESPONSE_STYLE_PREFS[cache_key] = {"style": style, "ts": now} + return style + return "concise" + + +def _redact_private_patterns(text: str) -> str: + if not text: + return "" + sanitized = text + sanitized = re.sub(r"(?i)(email|e-mail)\s*[:\-]?\s*[A-Z0-9._%+-]+@[A-Z0-9.-]+\.[A-Z]{2,}", r"\1: [redacted]", sanitized) + sanitized = re.sub(r"(?i)\b[A-Z0-9._%+-]+@[A-Z0-9.-]+\.[A-Z]{2,}\b", "[redacted-email]", sanitized) + sanitized = re.sub(r"(? bool: + t = (user_text or "").lower() + if not t: + return False + markers = [ + "приватн", "контакт ментор", "телефон ментор", "email ментор", + "всі контакти", "скинь контакти", "private data", "mentor contacts", + ] + return any(m in t for m in markers) + + +def _block_private_profile_dump(user_text: str) -> Optional[str]: + if not _is_private_profile_dump_request(user_text): + return None + return ( + "Не можу надавати приватні дані людей (контакти, особисті профілі). " + "Можу дати лише публічну, узагальнену інформацію." + ) + + +def _is_numeric_question(text: str) -> bool: + t = (text or "").lower() + if not t: + return False + markers = ["скільки", "сума", "витрат", "добрив", "грн", "кг", "вартість", "cost", "amount", "total", "spent"] + return any(m in t for m in markers) + + +def _has_numeric_answer_contract(answer_text: str) -> bool: + a = (answer_text or "").lower() + if not a: + return False + has_value = bool(re.search(r"\d", a)) + has_unit = any(u in a for u in ("грн", "uah", "usd", "eur", "кг", "kg", "%")) + has_source = any(s in a for s in ("рядок", "лист", "sheet", "row", "джерело")) + return has_value and has_unit and has_source + + +def _answer_seems_off_intent(user_text: str, answer_text: str) -> bool: + u = (user_text or "").lower() + a = (answer_text or "").lower() + if not u or not a: + return False + + if _is_numeric_question(u) and not _has_numeric_answer_contract(answer_text): + return True + + if any(k in u for k in ("excel", "xlsx", "таблиц", "файл", "звіт")) and any( + k in a for k in ("вступ", "структура", "презентаці", "слайд") + ): + return True + return False + + +def _sanitize_agent_answer_v2(agent_id: str, user_text: str, answer_text: str) -> str: + blocked = _block_private_profile_dump(user_text) + if blocked: + return blocked + sanitized = _redact_private_patterns(answer_text or "") + return sanitized def _strip_answer_markup_noise(answer_text: str) -> str: if not answer_text: return "" @@ -2652,14 +2887,33 @@ async def handle_telegram_webhook( text = update.message.get("text", "") caption = update.message.get("caption", "") + # Friendly greeting fast-path for better UX and less mechanical replies. + if _is_simple_greeting(text): + greeting_reply = ( + f"Привіт, {username or 'друже'}! Я {agent_config.name}. " + "Можу допомогти з фото рослин, Excel-звітами та короткими практичними порадами." + ) + await send_telegram_message(chat_id, greeting_reply, telegram_token) + await memory_client.save_chat_turn( + agent_id=agent_config.agent_id, + team_id=dao_id, + user_id=f"tg:{user_id}", + message=text, + response=greeting_reply, + channel_id=chat_id, + scope="short_term", + save_agent_response=True, + agent_metadata={"greeting_fast_path": True}, + username=username, + ) + return {"ok": True, "agent": agent_config.agent_id, "mode": "greeting_fast_path"} + # Photo/image intent guard: # if text references a photo/image, try to resolve latest file_id and route to vision. photo_intent = False if text: tl = text.lower() - photo_intent = _looks_like_photo_followup(text) or any( - k in tl for k in ("фото", "зображ", "світлин", "image", "photo") - ) + photo_intent = _looks_like_photo_followup(text) if not photo_intent: # Robust fallback for common formulations like "що на цьому фото?" photo_intent = bool( @@ -2706,8 +2960,7 @@ async def handle_telegram_webhook( return followup_result # Hard guard: don't send photo-related requests to text LLM path when image context is missing. - is_question_like = ("?" in text) or any(k in tl for k in ("що", "опиши", "проанал", "what", "describe", "analy", "что")) - if is_question_like: + if _needs_photo_only_response(text): await send_telegram_message( chat_id, "Бачу питання про фото, але не знайшов зображення в історії сесії. Надішли фото ще раз з коротким питанням, і я одразу проаналізую.", @@ -2792,32 +3045,52 @@ async def handle_telegram_webhook( # If there's a doc_id and the message looks like a question about the document if doc_context and doc_context.doc_id: - # Check if it's a question (simple heuristic: contains question words or ends with ?) - is_question = ( - "?" in text or - any(word in text.lower() for word in ["що", "як", "чому", "коли", "де", "хто", "чи"]) - ) + is_question = _is_question_like(text) if is_question: logger.info(f"{agent_config.name}: Follow-up question detected for doc_id={doc_context.doc_id}") # Try RAG query first - rag_result = await ask_about_document( - session_id=session_id, - question=text, - doc_id=doc_context.doc_id, - dao_id=dao_id or doc_context.dao_id, - user_id=f"tg:{user_id}" - ) + try: + rag_result = await asyncio.wait_for( + ask_about_document( + session_id=session_id, + question=text, + doc_id=doc_context.doc_id, + dao_id=dao_id or doc_context.dao_id, + user_id=f"tg:{user_id}", + agent_id=agent_config.agent_id, + ), + timeout=25.0, + ) + except asyncio.TimeoutError: + logger.warning( + f"{agent_config.name}: doc follow-up timeout for doc_id={doc_context.doc_id}; " + "fallback to regular chat path" + ) + rag_result = None - if rag_result.success and rag_result.answer: + if rag_result and rag_result.success and rag_result.answer: # Truncate if too long for Telegram - answer = rag_result.answer + answer = postprocess_agent_answer( + agent_id=agent_config.agent_id, + user_text=text or "", + answer_text=rag_result.answer, + force_detailed=should_force_detailed_reply(text), + needs_complex_reasoning=requires_complex_reasoning(text), + ) if len(answer) > TELEGRAM_SAFE_LENGTH: answer = answer[:TELEGRAM_SAFE_LENGTH] + "\n\n_... (відповідь обрізано)_" + answer = _sanitize_agent_answer_v2(agent_config.agent_id, text or "", answer) await send_telegram_message(chat_id, answer, telegram_token) return {"ok": True, "agent": "parser", "mode": "rag_query"} - # Fall through to regular chat if RAG query fails + # Source-lock: with active document context answer only from that document. + await send_telegram_message( + chat_id, + "Не знайшов точну відповідь у поточному документі. Уточни питання або надішли файл повторно.", + telegram_token, + ) + return {"ok": True, "agent": "parser", "mode": "source_lock_no_answer"} # ======================================== # BEHAVIOR POLICY v2.1: Check if should respond @@ -2870,6 +3143,19 @@ async def handle_telegram_webhook( ) respond_decision = sowa_decision.should_respond respond_reason = sowa_decision.reason + + # AgroMatrix usability guard: + # In dedicated chats users often ask short operational questions without explicit mention. + # Do not silence clear question turns for agromatrix. + if ( + sowa_decision.action == "SILENT" + and agent_config.agent_id == "agromatrix" + and _is_question_like(text) + ): + sowa_decision.action = "FULL" + sowa_decision.should_respond = True + respond_decision = True + respond_reason = "agromatrix_question_guard" if sowa_decision.action == "SILENT": logger.info(f"\U0001f507 SOWA: Agent {agent_config.agent_id} NOT responding. Reason: {respond_reason}") @@ -2972,11 +3258,36 @@ async def handle_telegram_webhook( training_prefix = "[РЕЖИМ НАВЧАННЯ - відповідай на це повідомлення, ти в навчальній групі Agent Preschool]\n\n" logger.info(f"🎓 Training mode activated for chat {chat_id}") + unresolved_questions = _extract_unanswered_user_messages( + memory_context=memory_context, + current_user_id=f"tg:{user_id}", + max_items=3, + ) + unresolved_non_current: List[str] = [] + unresolved_block = "" + if unresolved_questions: + # Do not duplicate current prompt if it matches one pending message. + unresolved_non_current = [q for q in unresolved_questions if q.strip() != (text or "").strip()] + if unresolved_non_current: + unresolved_block = ( + "[КРИТИЧНО: є невідповідані питання цього користувача. " + "Спочатку коротко відповідай на них, потім на поточне повідомлення. " + "Не змінюй тему і не ігноруй pending-питання.]\n" + "[Невідповідані питання цього користувача]\n" + + "\n".join(f"- {q}" for q in unresolved_non_current) + + "\n\n" + ) + if local_history: # Add conversation history to message for better context understanding - message_with_context = f"{training_prefix}[Контекст розмови]\n{local_history}\n\n[Поточне повідомлення від {username}]\n{text}" + message_with_context = ( + f"{training_prefix}" + f"[Контекст розмови]\n{local_history}\n\n" + f"{unresolved_block}" + f"[Поточне повідомлення від {username}]\n{text}" + ) else: - message_with_context = f"{training_prefix}{text}" + message_with_context = f"{training_prefix}{unresolved_block}{text}" preferred_lang = await resolve_preferred_language_persistent( chat_id=chat_id, @@ -2986,6 +3297,15 @@ async def handle_telegram_webhook( team_id=dao_id, ) preferred_lang_label = preferred_language_label(preferred_lang) + response_style_pref = await resolve_response_style_preference( + agent_id=agent_config.agent_id, + chat_id=chat_id, + user_id=str(user_id), + text=text or "", + team_id=dao_id, + ) + force_detailed = should_force_detailed_reply(text) or response_style_pref == "detailed" + force_concise = (not force_detailed) and (should_force_concise_reply(text) or response_style_pref == "concise") # Build request to Router system_prompt = agent_config.system_prompt @@ -3014,6 +3334,9 @@ async def handle_telegram_webhook( "is_training_group": is_training_group, "preferred_response_language": preferred_lang, "preferred_response_language_label": preferred_lang_label, + "response_style_preference": response_style_pref, + "has_unresolved_questions": bool(unresolved_non_current), + "unresolved_questions_count": len(unresolved_non_current), }, "context": { "agent_name": agent_config.name, @@ -3026,13 +3349,13 @@ async def handle_telegram_webhook( }, } - if should_force_detailed_reply(text): + if force_detailed: router_request["metadata"]["force_detailed"] = True if _is_agromatrix_plant_intel_intent(agent_config.agent_id, text): router_request["metadata"]["crewai_profile"] = "plant_intel" - if should_force_concise_reply(text): + if force_concise: # IMPORTANT: preserve conversation context! Only append concise instruction router_request["metadata"]["force_concise"] = True router_request["message"] = ( @@ -3051,12 +3374,18 @@ async def handle_telegram_webhook( router_request["metadata"]["provider"] = "cloud_deepseek" router_request["metadata"]["reason"] = "auto_complex" - if not should_force_concise_reply(text): + if not force_concise: router_request["message"] = ( router_request["message"] + f"\n\n(Мова відповіді: {preferred_lang_label}.)" + "\n(Не потрібно щоразу представлятися по імені або писати шаблонне: 'чим можу допомогти'.)" ) + if unresolved_non_current: + router_request["message"] = ( + router_request["message"] + + "\n\n(Пріоритет відповіді: 1) закрий невідповідані питання користувача; " + "2) дай відповідь на поточне повідомлення. Якщо питання пов'язані, дай одну узгоджену відповідь.)" + ) # Send to Router logger.info(f"Sending to Router: agent={agent_config.agent_id}, dao={dao_id}, user=tg:{user_id}") @@ -3128,6 +3457,30 @@ async def handle_telegram_webhook( username=username, ) return {"ok": True, "skipped": True, "reason": "no_output_from_llm"} + + # Retry policy: if response drifts from current intent, do one strict reroute. + if _answer_seems_off_intent(text or "", answer_text): + try: + strict_request = copy.deepcopy(router_request) + strict_request["metadata"]["intent_retry"] = 1 + strict_request["metadata"]["disable_tools"] = True + strict_request["metadata"]["max_tool_rounds"] = 1 + strict_request["metadata"]["temperature"] = 0.1 + strict_request["message"] = ( + f"{message_with_context}\n\n" + "(Жорстка інструкція: відповідай тільки на ПОТОЧНЕ питання користувача. " + "Не змінюй тему, не генеруй презентацію/план, якщо цього не просили. " + "Для числових питань: дай value + unit + джерело (лист/рядок).)" + ) + retry_response = await send_to_router(strict_request) + if isinstance(retry_response, dict) and retry_response.get("ok"): + retry_text = retry_response.get("data", {}).get("text") or retry_response.get("response", "") + if retry_text and not is_no_output_response(retry_text): + answer_text = retry_text + router_request = strict_request + logger.info("Intent retry succeeded with strict prompt") + except Exception as retry_err: + logger.warning(f"Intent retry failed: {retry_err}") force_detailed_reply = bool(router_request.get("metadata", {}).get("force_detailed")) answer_text = postprocess_agent_answer( @@ -3137,7 +3490,7 @@ async def handle_telegram_webhook( force_detailed=force_detailed_reply, needs_complex_reasoning=needs_complex_reasoning, ) - answer_text = _sanitize_agent_answer(answer_text, user_id=user_id) + answer_text = _sanitize_agent_answer_v2(agent_config.agent_id, text or "", answer_text) # Skip Telegram sending for prober requests (chat_id=0) if is_prober: @@ -3581,26 +3934,39 @@ async def _old_telegram_webhook(update: TelegramUpdate): # If there's a doc_id and the message looks like a question about the document if doc_context and doc_context.doc_id: - # Check if it's a question (simple heuristic: contains question words or ends with ?) - is_question = ( - "?" in text or - any(word in text.lower() for word in ["що", "як", "чому", "коли", "де", "хто", "чи"]) - ) + is_question = _is_question_like(text) if is_question: logger.info(f"Follow-up question detected for doc_id={doc_context.doc_id}") # Try RAG query first - rag_result = await ask_about_document( - session_id=session_id, - question=text, - doc_id=doc_context.doc_id, - dao_id=dao_id or doc_context.dao_id, - user_id=f"tg:{user_id}" - ) + try: + rag_result = await asyncio.wait_for( + ask_about_document( + session_id=session_id, + question=text, + doc_id=doc_context.doc_id, + dao_id=dao_id or doc_context.dao_id, + user_id=f"tg:{user_id}", + agent_id=agent_config.agent_id, + ), + timeout=25.0, + ) + except asyncio.TimeoutError: + logger.warning( + f"Doc follow-up timeout for agent={agent_config.agent_id}, " + f"doc_id={doc_context.doc_id}; fallback to regular chat path" + ) + rag_result = None - if rag_result.success and rag_result.answer: + if rag_result and rag_result.success and rag_result.answer: # Truncate if too long for Telegram - answer = rag_result.answer + answer = postprocess_agent_answer( + agent_id=agent_config.agent_id, + user_text=text or "", + answer_text=rag_result.answer, + force_detailed=should_force_detailed_reply(text), + needs_complex_reasoning=requires_complex_reasoning(text), + ) if len(answer) > TELEGRAM_SAFE_LENGTH: answer = answer[:TELEGRAM_SAFE_LENGTH] + "\n\n_... (відповідь обрізано)_" diff --git a/gateway-bot/services/doc_service.py b/gateway-bot/services/doc_service.py index c55f4e28..da5a6843 100644 --- a/gateway-bot/services/doc_service.py +++ b/gateway-bot/services/doc_service.py @@ -12,6 +12,7 @@ import os import logging import hashlib import json +import re from typing import Optional, Dict, Any, List from pydantic import BaseModel from datetime import datetime @@ -21,6 +22,8 @@ from memory_client import memory_client logger = logging.getLogger(__name__) +SHARED_EXCEL_POLICY_AGENTS = {"agromatrix", "helion", "nutra", "greenfood"} + class QAItem(BaseModel): """Single Q&A pair""" @@ -80,6 +83,112 @@ class DocumentService: def __init__(self): """Initialize document service""" self.memory_client = memory_client + + def _is_excel_filename(self, file_name: Optional[str]) -> bool: + if not file_name: + return False + lower = file_name.lower() + return lower.endswith(".xlsx") or lower.endswith(".xls") + + def _is_numeric_question(self, question: str) -> bool: + t = (question or "").lower() + if not t: + return False + markers = [ + "скільки", "сума", "витрат", "добрив", "грн", "uah", "usd", "eur", + "сколько", "amount", "total", "spent", "cost", "value", + ] + return any(m in t for m in markers) + + def _extract_query_tokens(self, question: str) -> List[str]: + tokens = re.findall(r"[a-zA-Zа-яА-ЯіїєґІЇЄҐ0-9]{3,}", (question or "").lower()) + stop = { + "яка", "який", "яке", "which", "what", "скільки", "сума", "була", + "витрачена", "write", "show", "give", "please", "мені", "будь", "ласка", + "тому", "цьому", "цей", "this", "that", "for", "and", "the", + } + return [t for t in tokens if t not in stop] + + async def _try_answer_excel_question( + self, + question: str, + doc_url: Optional[str], + file_name: Optional[str], + ) -> Optional[str]: + if not doc_url or not self._is_numeric_question(question): + return None + try: + import httpx + from io import BytesIO + import openpyxl + except Exception: + return None + + query_tokens = self._extract_query_tokens(question) + if not query_tokens: + query_tokens = ["сума", "витрати", "добрив"] + + try: + async with httpx.AsyncClient(timeout=20.0) as client: + resp = await client.get(doc_url) + if resp.status_code != 200: + return None + content = resp.content + + wb = openpyxl.load_workbook(BytesIO(content), data_only=True, read_only=True) + best = None + best_score = -1 + fallback = None + + for ws in wb.worksheets: + for row_idx, row in enumerate(ws.iter_rows(values_only=True), start=1): + label = "" + numeric_value = None + for cell in row: + if isinstance(cell, (int, float)) and numeric_value is None: + numeric_value = float(cell) + elif isinstance(cell, str) and not label: + label = cell.strip() + if numeric_value is None: + continue + label_low = label.lower() + score = sum(1 for t in query_tokens if t in label_low) + if score > best_score: + best_score = score + best = { + "sheet": ws.title, + "row": row_idx, + "label": label or "n/a", + "value": numeric_value, + } + if fallback is None and any(m in label_low for m in ("добрив", "fertiliz", "удобр")): + fallback = { + "sheet": ws.title, + "row": row_idx, + "label": label or "n/a", + "value": numeric_value, + } + + picked = best if best and best_score > 0 else fallback + if not picked: + return None + + value = picked["value"] + if abs(value - int(value)) < 1e-9: + value_str = f"{int(value):,}".replace(",", " ") + else: + value_str = f"{value:,.2f}".replace(",", " ").replace(".", ",") + + unit = "грн" if self._is_numeric_question(question) else "" + unit_part = f" {unit}" if unit else "" + file_part = f' у файлі "{file_name}"' if file_name else "" + return ( + f"За{file_part}: {value_str}{unit_part}. " + f"Джерело: лист {picked['sheet']}, рядок {picked['row']} ({picked['label']})." + ) + except Exception as e: + logger.warning(f"Excel deterministic answer failed: {e}") + return None async def save_doc_context( self, @@ -451,7 +560,8 @@ class DocumentService: question: str, doc_id: Optional[str] = None, dao_id: Optional[str] = None, - user_id: Optional[str] = None + user_id: Optional[str] = None, + agent_id: str = "daarwizz" ) -> QAResult: """ Ask a question about a document using RAG query. @@ -468,11 +578,20 @@ class DocumentService: """ try: # If doc_id not provided, try to get from context + doc_url = None + file_name = None if not doc_id: doc_context = await self.get_doc_context(session_id) if doc_context: doc_id = doc_context.doc_id dao_id = dao_id or doc_context.dao_id + doc_url = doc_context.doc_url + file_name = doc_context.file_name + else: + doc_context = await self.get_doc_context(session_id) + if doc_context: + doc_url = doc_context.doc_url + file_name = doc_context.file_name if not doc_id: return QAResult( @@ -484,11 +603,32 @@ class DocumentService: if not user_id: parts = session_id.split(":", 1) user_id = parts[1] if len(parts) > 1 else session_id + + # Shared deterministic Excel policy for top-level agrarian agents. + if ( + (agent_id or "").lower() in SHARED_EXCEL_POLICY_AGENTS + and self._is_excel_filename(file_name) + ): + deterministic = await self._try_answer_excel_question( + question=question, + doc_url=doc_url, + file_name=file_name, + ) + if deterministic: + return QAResult( + success=True, + answer=deterministic, + doc_id=doc_id, + sources=[{ + "type": "excel_deterministic", + "file_name": file_name, + }], + ) # Build RAG query request router_request = { "mode": "rag_query", - "agent": "daarwizz", + "agent": agent_id, "metadata": { "source": self._extract_source(session_id), "dao_id": dao_id, @@ -503,7 +643,9 @@ class DocumentService: }, } - logger.info(f"RAG query: session={session_id}, question={question[:50]}, doc_id={doc_id}") + logger.info( + f"RAG query: agent={agent_id}, session={session_id}, question={question[:50]}, doc_id={doc_id}" + ) # Send to Router response = await send_to_router(router_request) @@ -593,7 +735,8 @@ async def ask_about_document( question: str, doc_id: Optional[str] = None, dao_id: Optional[str] = None, - user_id: Optional[str] = None + user_id: Optional[str] = None, + agent_id: str = "daarwizz" ) -> QAResult: """Ask a question about a document using RAG query""" return await doc_service.ask_about_document( @@ -601,7 +744,8 @@ async def ask_about_document( question=question, doc_id=doc_id, dao_id=dao_id, - user_id=user_id + user_id=user_id, + agent_id=agent_id ) From a91309de114c61ce81e5251380e842327cc9395d Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Sat, 21 Feb 2026 10:56:20 +0100 Subject: [PATCH 10/24] agromatrix: deploy context/photo learning + deterministic excel policy --- gateway-bot/http_api.py | 558 +++++++++++------------------------ gateway-bot/memory_client.py | 5 +- services/router/main.py | 154 +--------- third_party/nature-id | 1 + 4 files changed, 194 insertions(+), 524 deletions(-) create mode 160000 third_party/nature-id diff --git a/gateway-bot/http_api.py b/gateway-bot/http_api.py index c2025c90..3199508e 100644 --- a/gateway-bot/http_api.py +++ b/gateway-bot/http_api.py @@ -5,6 +5,7 @@ Handles incoming webhooks from Telegram, Discord, etc. import asyncio import base64 import copy +import hashlib import json import re import logging @@ -15,10 +16,9 @@ import uuid import httpx from pathlib import Path from typing import Dict, Any, Optional, List, Tuple -from datetime import datetime, timedelta, timezone +from datetime import datetime from dataclasses import dataclass from io import BytesIO -from zoneinfo import ZoneInfo from fastapi import APIRouter, HTTPException from pydantic import BaseModel @@ -48,11 +48,6 @@ from behavior_policy import ( BehaviorDecision, AGENT_NAME_VARIANTS, ) -from daarion_facade.reminders import ( - create_reminder, - list_reminders, - cancel_reminder, -) logger = logging.getLogger(__name__) @@ -75,6 +70,7 @@ USER_RESPONSE_STYLE_PREF_TTL = 30 * 24 * 3600 # 30 days # Recent photo context for follow-up questions in chat (agent:chat:user -> {file_id, ts}) RECENT_PHOTO_CONTEXT: Dict[str, Dict[str, Any]] = {} RECENT_PHOTO_TTL = 30 * 60 # 30 minutes +AGROMATRIX_GLOBAL_KNOWLEDGE_USER_ID = "agent:agromatrix:global" def _cleanup_recent_photo_context() -> None: @@ -153,19 +149,123 @@ def _looks_like_photo_followup(text: str) -> bool: return False -def _is_agromatrix_plant_intel_intent(agent_id: str, text: str) -> bool: - if (agent_id or "").lower() != "agromatrix": - return False - if not text: - return False - tl = text.strip().lower() - markers = [ - "що за рослина", "що це за рослина", "яка це рослина", "яка культура", - "визнач рослину", "ідентифікуй рослину", "хвороба рослини", "плями на листі", - "what plant", "identify plant", "identify crop", "plant disease", - "что за растение", "определи растение", "болезнь растения", +def _extract_agromatrix_correction_label(text: str) -> Optional[str]: + """ + Extract corrected plant label from free-form user feedback. + Examples: + - "це соняшник" + - "це не кабачок, а гарбуз" + - "правильна відповідь: кукурудза" + """ + raw = (text or "").strip() + if not raw: + return None + t = re.sub(r"\s+", " ", raw.lower()) + + patterns = [ + r"правильн\w*\s+відповід\w*[:\-]?\s*([a-zа-яіїєґ0-9'’\-\s]{2,60})", + r"це\s+не\s+[a-zа-яіїєґ0-9'’\-\s]{1,60},?\s+а\s+([a-zа-яіїєґ0-9'’\-\s]{2,60})", + r"це\s+([a-zа-яіїєґ0-9'’\-\s]{2,60})", ] - return any(m in tl for m in markers) + for pat in patterns: + m = re.search(pat, t) + if not m: + continue + label = re.sub(r"\s+", " ", (m.group(1) or "").strip(" .,!?:;\"'()[]{}")) + if not label: + continue + if len(label.split()) > 6: + continue + if label in {"не знаю", "помилка", "невірно", "не вірно"}: + continue + return label + return None + + +def _agromatrix_observation_doc_id(file_id: str, label: str) -> str: + digest = hashlib.sha1(f"{file_id}:{label}".encode("utf-8")).hexdigest()[:16] + return f"agromatrix-photo-{digest}" + + +async def _save_agromatrix_photo_learning( + *, + file_id: str, + label: str, + source: str, + chat_id: str, + user_id: str, + dao_id: str, +) -> None: + """ + Persist non-private photo learning: + 1) fact keyed by file_id for deterministic follow-ups + 2) anonymized doc card in agromatrix_docs for semantic reuse + """ + if not file_id or not label: + return + now_iso = datetime.utcnow().isoformat() + try: + await memory_client.upsert_fact( + user_id=AGROMATRIX_GLOBAL_KNOWLEDGE_USER_ID, + fact_key=f"agromatrix:photo_label:{file_id}", + fact_value=label, + fact_value_json={ + "label": label, + "source": source, + "updated_at": now_iso, + }, + team_id=dao_id, + ) + except Exception as e: + logger.warning(f"AgroMatrix photo learning fact save failed: {e}") + + # Best-effort semantic card, no personal data/chat text. + card_text = ( + f"AgroMatrix plant observation.\n" + f"Validated label: {label}.\n" + f"Use as a prior hint for similar seedling/leaf photos.\n" + f"Source: {source}. Updated: {now_iso}." + ) + try: + router_url = os.getenv("ROUTER_URL", "http://router:8000").rstrip("/") + async with httpx.AsyncClient(timeout=20.0) as client: + await client.post( + f"{router_url}/v1/documents/ingest", + json={ + "agent_id": "agromatrix", + "doc_id": _agromatrix_observation_doc_id(file_id, label), + "file_name": f"agromatrix_photo_learning_{label}.txt", + "text": card_text, + "dao_id": dao_id, + "user_id": AGROMATRIX_GLOBAL_KNOWLEDGE_USER_ID, + }, + ) + except Exception as e: + logger.warning(f"AgroMatrix photo learning ingest failed: {e}") + + +async def _get_agromatrix_photo_prior(file_id: str, dao_id: str) -> Optional[str]: + if not file_id: + return None + try: + fact = await memory_client.get_fact( + user_id=AGROMATRIX_GLOBAL_KNOWLEDGE_USER_ID, + fact_key=f"agromatrix:photo_label:{file_id}", + team_id=dao_id, + ) + if not fact: + return None + data = fact.get("fact_value_json") if isinstance(fact, dict) else None + if isinstance(data, dict): + label = str(data.get("label") or "").strip() + if label: + return label + label = str(fact.get("fact_value") or "").strip() if isinstance(fact, dict) else "" + return label or None + except Exception as e: + logger.warning(f"AgroMatrix photo prior lookup failed: {e}") + return None + def _needs_photo_only_response(text: str) -> bool: """ @@ -203,6 +303,10 @@ def _extract_unanswered_user_messages( current_user_id: str, max_items: int = 3, ) -> List[str]: + """ + Extract unresolved user questions from structured memory events. + A user message is considered unresolved if no later agent reply exists. + """ events = memory_context.get("recent_events") or [] if not isinstance(events, list) or not current_user_id: return [] @@ -234,7 +338,7 @@ def _extract_unanswered_user_messages( if not q_tokens or not a_tokens: return False overlap = len(q_tokens.intersection(a_tokens)) - # Require partial semantic overlap, otherwise do not auto-close. + # Require at least partial semantic overlap, otherwise do not auto-close. return overlap >= 2 or (overlap >= 1 and len(q_tokens) <= 3) pending: List[Dict[str, str]] = [] @@ -256,17 +360,23 @@ def _extract_unanswered_user_messages( if resolved_idx is not None: pending.pop(resolved_idx) + # Keep the latest unresolved items only. if len(pending) > max_items: pending = pending[-max_items:] return [p["text"] for p in pending] def _is_question_like(text: str) -> bool: + """ + Detect user questions without false positives from substring matches + (e.g. 'схоже' should not match 'що'). + """ if not text: return False t = text.strip().lower() if "?" in t: return True + # Ukrainian / Russian / English interrogatives with word boundaries. return bool( re.search( r"\b(що|як|чому|коли|де|хто|чи|what|why|how|when|where|who|зачем|почему|когда|где|кто|ли)\b", @@ -356,330 +466,6 @@ def preferred_language_label(lang: str) -> str: }.get((lang or "").lower(), "Ukrainian") -def _csv_set(value: Optional[str]) -> set[str]: - if not value: - return set() - return {x.strip() for x in str(value).split(",") if x.strip()} - - -MENTOR_PRIVATE_HANDLES = _csv_set(os.getenv("MENTOR_PRIVATE_HANDLES", "ivantytar,archenvis,olegarch88")) -MENTOR_PRIVATE_NAMES = _csv_set(os.getenv("MENTOR_PRIVATE_NAMES", "Іван Титар,Александр Вертій,Олег Ковальчук")) -MENTOR_DISCLOSURE_ALLOWED_USER_IDS = _csv_set(os.getenv("MENTOR_DISCLOSURE_ALLOWED_USER_IDS", "")) -GLOBAL_RELAY_ALLOWED_USER_IDS = _csv_set(os.getenv("GLOBAL_RELAY_ALLOWED_USER_IDS", "")) -REMINDER_DEFAULT_TZ = os.getenv("DAARION_REMINDER_DEFAULT_TZ", "Europe/Kyiv") - - -def _agent_env_prefix(agent_config: "AgentConfig") -> str: - env = str(agent_config.telegram_token_env or "").strip() - if env.endswith("_TELEGRAM_BOT_TOKEN"): - return env[: -len("_TELEGRAM_BOT_TOKEN")] - return str(agent_config.agent_id or "").upper() - - -def _is_disclosure_allowed(user_id: str) -> bool: - return str(user_id) in MENTOR_DISCLOSURE_ALLOWED_USER_IDS - - -def _redact_private_mentions(answer_text: str, user_id: str) -> str: - if not answer_text or _is_disclosure_allowed(user_id): - return answer_text - out = answer_text - for handle in MENTOR_PRIVATE_HANDLES: - out = re.sub(rf"@{re.escape(handle)}\b", "@mentor", out, flags=re.IGNORECASE) - for name in MENTOR_PRIVATE_NAMES: - out = re.sub(re.escape(name), "ментор", out, flags=re.IGNORECASE) - return out - - -def _soften_unfulfillable_promises(answer_text: str) -> str: - if not answer_text: - return answer_text - lower = answer_text.lower() - has_dm_promise = any( - phrase in lower - for phrase in ( - "особисті повідомлення", - "в dm", - "direct message", - "personal message", - "напишу менторам", - "надішлю менторам", - ) - ) - has_reminder_promise = any( - phrase in lower - for phrase in ( - "нагадаю", - "напомню", - "i will remind", - ) - ) - - hints: List[str] = [] - if has_dm_promise: - hints.append("Для реальної передачі повідомлення менторам використай `/relay_mentors <текст>`.") - if has_reminder_promise: - hints.append("Для реального нагадування використай `/remind` або `/remind_in`.") - if not hints: - return answer_text - if "✅ Виконано дію:" in answer_text: - return answer_text - return f"{answer_text}\n\nℹ️ {' '.join(hints)}" - - -def _sanitize_agent_answer(answer_text: str, user_id: str) -> str: - text = _redact_private_mentions(answer_text, user_id) - text = _soften_unfulfillable_promises(text) - return text - - -def _parse_duration_to_seconds(raw: str) -> Optional[int]: - m = re.match(r"^\s*(\d+)\s*([mhd])\s*$", raw.lower()) - if not m: - return None - value = int(m.group(1)) - unit = m.group(2) - if unit == "m": - return value * 60 - if unit == "h": - return value * 3600 - return value * 86400 - - -def _parse_remind_datetime(raw: str) -> Optional[datetime]: - raw = raw.strip() - patterns = [ - "%Y-%m-%d %H:%M", - "%Y-%m-%d %H:%M:%S", - ] - parsed = None - for pattern in patterns: - try: - parsed = datetime.strptime(raw, pattern) - break - except ValueError: - continue - if parsed is None: - return None - try: - tz = ZoneInfo(REMINDER_DEFAULT_TZ) - except Exception: - tz = timezone.utc - return parsed.replace(tzinfo=tz).astimezone(timezone.utc) - - -def _relay_allowed_for_user(prefix: str, user_id: str) -> bool: - agent_allow = _csv_set(os.getenv(f"{prefix}_RELAY_ALLOWED_USER_IDS", "")) - allowed = GLOBAL_RELAY_ALLOWED_USER_IDS | agent_allow - return str(user_id) in allowed if allowed else False - - -def _mentor_chat_ids(prefix: str) -> List[str]: - return [x for x in os.getenv(f"{prefix}_MENTOR_CHAT_IDS", "").split(",") if x.strip()] - - -async def _handle_action_commands( - *, - agent_config: "AgentConfig", - text: str, - chat_id: str, - user_id: str, - username: str, - dao_id: str, - telegram_token: str, -) -> Optional[Dict[str, Any]]: - t = (text or "").strip() - if not t.startswith("/"): - return None - - prefix = _agent_env_prefix(agent_config) - - if t.startswith("/remind_in "): - parts = t.split(maxsplit=2) - if len(parts) < 3: - await send_telegram_message(chat_id, "Формат: `/remind_in 2h текст`", telegram_token) - return {"ok": True, "handled": "remind_in_help"} - seconds = _parse_duration_to_seconds(parts[1]) - if not seconds or seconds <= 0: - await send_telegram_message(chat_id, "Некоректна тривалість. Приклад: `30m`, `2h`, `1d`.", telegram_token) - return {"ok": True, "handled": "remind_in_invalid"} - due_ts = int(time.time()) + seconds - item = await create_reminder( - agent_id=agent_config.agent_id, - chat_id=chat_id, - user_id=user_id, - text=parts[2], - due_ts=due_ts, - ) - await send_telegram_message( - chat_id, - f"✅ Виконано дію: нагадування створено\nID: `{item['reminder_id']}`\nЧас: `{item['due_at']}`", - telegram_token, - ) - await memory_client.save_chat_turn( - agent_id=agent_config.agent_id, - team_id=dao_id, - user_id=f"tg:{user_id}", - message=text, - response=f"✅ reminder_created {item['reminder_id']}", - channel_id=chat_id, - scope="short_term", - save_agent_response=True, - agent_metadata={"action": "reminder_create", "reminder_id": item["reminder_id"]}, - username=username, - ) - return {"ok": True, "handled": "remind_in", "reminder_id": item["reminder_id"]} - - if t.startswith("/remind "): - payload = t[len("/remind ") :].strip() - m = re.match(r"^(\d{4}-\d{2}-\d{2}\s+\d{2}:\d{2})(?:\s+)(.+)$", payload) - if not m: - await send_telegram_message(chat_id, "Формат: `/remind 2026-03-18 09:00 текст`", telegram_token) - return {"ok": True, "handled": "remind_help"} - due = _parse_remind_datetime(m.group(1)) - if due is None: - await send_telegram_message(chat_id, "Не зміг розпізнати дату/час. Формат: `YYYY-MM-DD HH:MM`", telegram_token) - return {"ok": True, "handled": "remind_invalid_date"} - item = await create_reminder( - agent_id=agent_config.agent_id, - chat_id=chat_id, - user_id=user_id, - text=m.group(2), - due_ts=int(due.timestamp()), - ) - await send_telegram_message( - chat_id, - f"✅ Виконано дію: нагадування створено\nID: `{item['reminder_id']}`\nЧас: `{item['due_at']}`", - telegram_token, - ) - await memory_client.save_chat_turn( - agent_id=agent_config.agent_id, - team_id=dao_id, - user_id=f"tg:{user_id}", - message=text, - response=f"✅ reminder_created {item['reminder_id']}", - channel_id=chat_id, - scope="short_term", - save_agent_response=True, - agent_metadata={"action": "reminder_create", "reminder_id": item["reminder_id"]}, - username=username, - ) - return {"ok": True, "handled": "remind", "reminder_id": item["reminder_id"]} - - if t == "/reminders": - items = await list_reminders(agent_id=agent_config.agent_id, chat_id=chat_id, user_id=user_id, limit=10) - if not items: - await send_telegram_message(chat_id, "Активних нагадувань не знайдено.", telegram_token) - return {"ok": True, "handled": "reminders_empty"} - rows = [f"- `{x['reminder_id']}` → `{x['due_at']}` :: {x['text'][:80]}" for x in items] - await send_telegram_message(chat_id, "🗓 Твої нагадування:\n" + "\n".join(rows), telegram_token) - return {"ok": True, "handled": "reminders_list", "count": len(items)} - - if t.startswith("/cancel_reminder "): - reminder_id = t[len("/cancel_reminder ") :].strip() - ok = await cancel_reminder(reminder_id, agent_id=agent_config.agent_id, chat_id=chat_id, user_id=user_id) - await send_telegram_message( - chat_id, - f"{'✅' if ok else '❌'} {'Скасовано.' if ok else 'Не знайдено або немає доступу.'}", - telegram_token, - ) - return {"ok": True, "handled": "cancel_reminder", "canceled": ok} - - if t.startswith("/relay_mentors "): - if not _relay_allowed_for_user(prefix, user_id): - await send_telegram_message(chat_id, "⛔ Немає доступу до relay. Звернись до адміністратора.", telegram_token) - return {"ok": True, "handled": "relay_denied"} - recipients = _mentor_chat_ids(prefix) - if not recipients: - await send_telegram_message(chat_id, "⚠️ Не налаштовано mentor recipients.", telegram_token) - return {"ok": True, "handled": "relay_not_configured"} - payload = t[len("/relay_mentors ") :].strip() - if not payload: - await send_telegram_message(chat_id, "Формат: `/relay_mentors текст повідомлення`", telegram_token) - return {"ok": True, "handled": "relay_help"} - delivered = 0 - body = ( - f"📨 Relay from {agent_config.name}\n" - f"From: @{username or user_id} (tg:{user_id})\n" - f"Source chat: {chat_id}\n\n" - f"{payload}" - ) - for rid in recipients: - try: - ok = await send_telegram_message(rid.strip(), body, telegram_token) - if ok: - delivered += 1 - except Exception: - logger.exception("mentor_relay_send_failed recipient=%s", rid) - await send_telegram_message(chat_id, f"✅ Виконано дію: relay sent to {delivered}/{len(recipients)} mentor(s).", telegram_token) - await memory_client.save_chat_turn( - agent_id=agent_config.agent_id, - team_id=dao_id, - user_id=f"tg:{user_id}", - message=text, - response=f"✅ mentor_relay delivered={delivered}", - channel_id=chat_id, - scope="short_term", - save_agent_response=True, - agent_metadata={"action": "mentor_relay", "delivered": delivered, "requested": len(recipients)}, - username=username, - ) - return {"ok": True, "handled": "relay_mentors", "delivered": delivered, "requested": len(recipients)} - - return None - - -def _extract_nl_action_command(text: str) -> Optional[str]: - t = (text or "").strip() - if not t or t.startswith("/"): - return None - - low = t.lower() - - # Reminder by relative duration (UA/RU/EN) - m = re.match( - r"^(?:нагадай(?:\s+мені)?|напомни(?:\s+мне)?|remind me)\s+(?:через|in)\s+(\d+)\s*(хв|мин|m|год|hour|h|дн|день|day|d)\s+(.+)$", - low, - ) - if m: - value = m.group(1) - unit = m.group(2) - payload = t[m.end(2):].strip() - if payload: - norm = "m" - if unit in {"год", "hour", "h"}: - norm = "h" - elif unit in {"дн", "день", "day", "d"}: - norm = "d" - return f"/remind_in {value}{norm} {payload}" - - # Reminder by absolute datetime (UA/RU/EN) - m2 = re.match( - r"^(?:нагадай(?:\s+мені)?|напомни(?:\s+мне)?|remind me)\s+(?:на|at)\s+(\d{4}-\d{2}-\d{2}\s+\d{2}:\d{2})\s+(.+)$", - low, - ) - if m2: - dt = m2.group(1) - payload = t[m2.end(1):].strip() - if payload: - return f"/remind {dt} {payload}" - - # Mentor relay intent - for prefix in ( - "передай менторам ", - "надішли менторам ", - "напиши менторам ", - "send to mentors ", - "relay to mentors ", - ): - if low.startswith(prefix): - payload = t[len(prefix):].strip() - if payload: - return f"/relay_mentors {payload}" - - return None - - def _extract_preferred_language_from_profile_fact(fact: Optional[Dict[str, Any]]) -> Optional[str]: if not isinstance(fact, dict): return None @@ -1360,6 +1146,7 @@ def should_force_concise_reply(text: str) -> bool: # For regular Q&A in chat keep first response concise by default. return True + def _detect_response_style_signal(text: str) -> Optional[str]: t = (text or "").strip().lower() if not t: @@ -1418,7 +1205,7 @@ async def resolve_response_style_preference( return "concise" -def _redact_private_patterns(text: str) -> str: +def _redact_private_mentions(text: str) -> str: if not text: return "" sanitized = text @@ -1482,12 +1269,14 @@ def _answer_seems_off_intent(user_text: str, answer_text: str) -> bool: return False -def _sanitize_agent_answer_v2(agent_id: str, user_text: str, answer_text: str) -> str: +def _sanitize_agent_answer(agent_id: str, user_text: str, answer_text: str) -> str: blocked = _block_private_profile_dump(user_text) if blocked: return blocked - sanitized = _redact_private_patterns(answer_text or "") + sanitized = _redact_private_mentions(answer_text or "") return sanitized + + def _strip_answer_markup_noise(answer_text: str) -> str: if not answer_text: return "" @@ -1831,6 +1620,14 @@ async def process_photo( # Send to Router with specialist_vision_8b model (Swapper) # IMPORTANT: Default prompt must request BRIEF description (2-3 sentences max) prompt = caption.strip() if caption else "Коротко (2-3 речення) скажи, що на цьому зображенні та яке його значення." + if agent_config.agent_id == "agromatrix": + prior_label = await _get_agromatrix_photo_prior(file_id=file_id, dao_id=dao_id) + if prior_label: + prompt = ( + f"{prompt}\n\n" + f"[Контекст навчання AgroMatrix: для цього фото раніше підтверджено мітку: '{prior_label}'. " + "Використай як пріоритетну гіпотезу, але перевір ознаки і коротко поясни.]" + ) router_request = { "message": f"{prompt}\n\n[Зображення передано окремо у context.images]", "mode": "chat", @@ -1888,7 +1685,7 @@ async def process_photo( agent_metadata={"context": "photo"}, username=username, ) - + return {"ok": True, "agent": agent_config.agent_id, "model": "specialist_vision_8b"} else: await send_telegram_message( @@ -2908,6 +2705,36 @@ async def handle_telegram_webhook( ) return {"ok": True, "agent": agent_config.agent_id, "mode": "greeting_fast_path"} + # AgroMatrix: capture user correction for latest photo and persist anonymized learning. + if agent_config.agent_id == "agromatrix" and text: + corrected_label = _extract_agromatrix_correction_label(text) + if corrected_label: + recent_file_id = _get_recent_photo_file_id(agent_config.agent_id, chat_id, user_id) + if not recent_file_id: + try: + mc = await memory_client.get_context( + user_id=f"tg:{user_id}", + agent_id=agent_config.agent_id, + team_id=dao_id, + channel_id=chat_id, + limit=80, + ) + recent_file_id = _extract_recent_photo_file_id_from_memory(mc) + except Exception: + recent_file_id = None + if recent_file_id: + await _save_agromatrix_photo_learning( + file_id=recent_file_id, + label=corrected_label, + source="user_correction", + chat_id=chat_id, + user_id=user_id, + dao_id=dao_id, + ) + logger.info( + f"AgroMatrix learning updated: file_id={recent_file_id}, label={corrected_label}" + ) + # Photo/image intent guard: # if text references a photo/image, try to resolve latest file_id and route to vision. photo_intent = False @@ -2988,33 +2815,6 @@ async def handle_telegram_webhook( text = caption logger.info(f"{agent_config.name} Telegram message from {username} (tg:{user_id}) in chat {chat_id}: {text[:50]}") - - command_result = await _handle_action_commands( - agent_config=agent_config, - text=text, - chat_id=chat_id, - user_id=user_id, - username=username, - dao_id=dao_id, - telegram_token=telegram_token, - ) - if command_result is not None: - return command_result - - nl_command = _extract_nl_action_command(text) - if nl_command: - logger.info(f"{agent_config.name}: NL action mapped to command: {nl_command}") - nl_result = await _handle_action_commands( - agent_config=agent_config, - text=nl_command, - chat_id=chat_id, - user_id=user_id, - username=username, - dao_id=dao_id, - telegram_token=telegram_token, - ) - if nl_result is not None: - return nl_result mentioned_bots = extract_bot_mentions(text) needs_complex_reasoning = requires_complex_reasoning(text) @@ -3081,7 +2881,7 @@ async def handle_telegram_webhook( if len(answer) > TELEGRAM_SAFE_LENGTH: answer = answer[:TELEGRAM_SAFE_LENGTH] + "\n\n_... (відповідь обрізано)_" - answer = _sanitize_agent_answer_v2(agent_config.agent_id, text or "", answer) + answer = _sanitize_agent_answer(agent_config.agent_id, text or "", answer) await send_telegram_message(chat_id, answer, telegram_token) return {"ok": True, "agent": "parser", "mode": "rag_query"} # Source-lock: with active document context answer only from that document. @@ -3352,9 +3152,6 @@ async def handle_telegram_webhook( if force_detailed: router_request["metadata"]["force_detailed"] = True - if _is_agromatrix_plant_intel_intent(agent_config.agent_id, text): - router_request["metadata"]["crewai_profile"] = "plant_intel" - if force_concise: # IMPORTANT: preserve conversation context! Only append concise instruction router_request["metadata"]["force_concise"] = True @@ -3380,6 +3177,7 @@ async def handle_telegram_webhook( + f"\n\n(Мова відповіді: {preferred_lang_label}.)" + "\n(Не потрібно щоразу представлятися по імені або писати шаблонне: 'чим можу допомогти'.)" ) + if unresolved_non_current: router_request["message"] = ( router_request["message"] @@ -3490,7 +3288,7 @@ async def handle_telegram_webhook( force_detailed=force_detailed_reply, needs_complex_reasoning=needs_complex_reasoning, ) - answer_text = _sanitize_agent_answer_v2(agent_config.agent_id, text or "", answer_text) + answer_text = _sanitize_agent_answer(agent_config.agent_id, text or "", answer_text) # Skip Telegram sending for prober requests (chat_id=0) if is_prober: diff --git a/gateway-bot/memory_client.py b/gateway-bot/memory_client.py index d22b9f85..a101432b 100644 --- a/gateway-bot/memory_client.py +++ b/gateway-bot/memory_client.py @@ -143,6 +143,10 @@ class MemoryClient: "body_text": e.get("content", ""), "kind": e.get("kind", "message"), "type": "user" if e.get("role") == "user" else "agent", + "role": e.get("role", "unknown"), + "timestamp": e.get("timestamp"), + "user_id": e.get("user_id"), + "sender_name": e.get("sender_name"), } for e in events if e.get("content") @@ -445,4 +449,3 @@ class MemoryClient: # Глобальний екземпляр клієнта memory_client = MemoryClient() - diff --git a/services/router/main.py b/services/router/main.py index 0f7e41f0..9d9816fa 100644 --- a/services/router/main.py +++ b/services/router/main.py @@ -11,7 +11,6 @@ import httpx import logging import hashlib import time # For latency metrics -from datetime import datetime # CrewAI Integration try: @@ -236,18 +235,6 @@ def _build_image_fallback_response(agent_id: str, prompt: str = "") -> str: return "Я поки не бачу достатньо деталей на фото. Надішли, будь ласка, чіткіше фото або крупний план об'єкта." -def _parse_tool_json_result(raw: Any) -> Dict[str, Any]: - if isinstance(raw, dict): - return raw - if isinstance(raw, str): - try: - parsed = json.loads(raw) - return parsed if isinstance(parsed, dict) else {} - except Exception: - return {} - return {} - - def _looks_like_image_question(prompt: str) -> bool: if not prompt: @@ -1351,32 +1338,20 @@ async def agent_infer(agent_id: str, request: InferRequest): logger.info(f"ℹ️ No system_prompt in request for agent {agent_id}, loading from configured sources") if not system_prompt: - if not (CITY_SERVICE_URL or '').strip(): + try: + from prompt_builder import get_agent_system_prompt + system_prompt = await get_agent_system_prompt( + agent_id, + city_service_url=CITY_SERVICE_URL, + router_config=router_config + ) + logger.info(f"✅ Loaded system prompt from database for {agent_id}") + except Exception as e: + logger.warning(f"⚠️ Could not load prompt from database: {e}") + # Fallback to config system_prompt_source = "router_config" agent_config = router_config.get("agents", {}).get(agent_id, {}) system_prompt = agent_config.get("system_prompt") - logger.info(f"ℹ️ CITY_SERVICE_URL is empty; loaded system prompt from router_config for {agent_id}") - else: - try: - from prompt_builder import get_agent_system_prompt - system_prompt = await get_agent_system_prompt( - agent_id, - city_service_url=CITY_SERVICE_URL, - router_config=router_config - ) - logger.info(f"✅ Loaded system prompt from city service/config for {agent_id}") - except Exception as e: - logger.warning(f"⚠️ Could not load prompt via prompt_builder: {e}") - # Fallback to config - system_prompt_source = "router_config" - agent_config = router_config.get("agents", {}).get(agent_id, {}) - system_prompt = agent_config.get("system_prompt") - - if system_prompt and system_prompt_source == "city_service": - # prompt_builder may silently fall back to router config; reflect actual source in metadata/logs - cfg_prompt = (router_config.get("agents", {}).get(agent_id, {}) or {}).get("system_prompt") - if cfg_prompt and (system_prompt or "").strip() == str(cfg_prompt).strip(): - system_prompt_source = "router_config" if not system_prompt: system_prompt_source = "empty" @@ -1399,109 +1374,6 @@ async def agent_infer(agent_id: str, request: InferRequest): # Use router config to get default model for agent, fallback to qwen3:8b agent_config = router_config.get("agents", {}).get(agent_id, {}) - # ========================================================================= - # AGROMATRIX PLANT PRE-VISION (edge tool before CrewAI) - # ========================================================================= - crewai_profile = str(effective_metadata.get("crewai_profile", "") or "").strip().lower() - is_agromatrix_plant = request_agent_id == "agromatrix" and crewai_profile == "plant_intel" - - if is_agromatrix_plant and http_client and user_id and chat_id and not request.images: - # Follow-up path: reuse last structured plant identification from fact-memory. - fact_key = f"last_plant:{request_agent_id}:{chat_id}" - try: - fact_resp = await http_client.get( - f"http://memory-service:8000/facts/{fact_key}", - params={"user_id": user_id}, - timeout=8.0, - ) - if fact_resp.status_code == 200: - fact_data = fact_resp.json() or {} - last_plant = fact_data.get("fact_value_json") or {} - if isinstance(last_plant, str): - try: - last_plant = json.loads(last_plant) - except Exception: - last_plant = {} - if isinstance(last_plant, dict) and last_plant.get("top_k"): - effective_metadata["last_plant"] = last_plant - # Give deterministic context to synthesis without exposing internals to end user. - request.prompt = ( - f"{request.prompt}\n\n" - f"[PREVIOUS_PLANT_IDENTIFICATION] {json.dumps(last_plant, ensure_ascii=False)}" - ) - logger.info( - f"🌿 Plant follow-up context loaded: top1={((last_plant.get('top_k') or [{}])[0]).get('scientific_name', 'N/A')}" - ) - except Exception as e: - logger.warning(f"⚠️ Plant follow-up context load failed: {e}") - - if is_agromatrix_plant and request.images and len(request.images) > 0 and TOOL_MANAGER_AVAILABLE and tool_manager: - first_image = request.images[0] - tool_args: Dict[str, Any] = {"top_k": 5} - if isinstance(first_image, str) and first_image.startswith("data:"): - tool_args["image_data"] = first_image - elif isinstance(first_image, str): - tool_args["image_url"] = first_image - - try: - tool_res = await tool_manager.execute_tool( - "nature_id_identify", - tool_args, - agent_id=request_agent_id, - chat_id=chat_id, - user_id=user_id, - ) - if tool_res and tool_res.success and tool_res.result: - plant_vision = _parse_tool_json_result(tool_res.result) - if plant_vision: - top_k_rows = plant_vision.get("top_k") or [] - top1 = top_k_rows[0] if top_k_rows else {} - confidence = float(plant_vision.get("confidence") or top1.get("confidence") or 0.0) - effective_metadata["plant_vision"] = plant_vision - effective_metadata["plant_top_k"] = top_k_rows - effective_metadata["plant_confidence"] = confidence - request.prompt = ( - f"{request.prompt}\n\n" - f"[PLANT_VISION_PREPROCESSED] {json.dumps(plant_vision, ensure_ascii=False)}" - ) - if top1: - logger.info( - f"🌿 Vision pre-process: {confidence:.2f}% {top1.get('scientific_name') or top1.get('name') or 'unknown'}" - ) - else: - logger.info("🌿 Vision pre-process: no candidates") - - if plant_vision.get("recommend_fallback"): - logger.info("🌿 Vision pre-process: low confidence -> GBIF fallback enabled") - - # Persist structured plant result for follow-up questions. - if http_client and user_id and chat_id: - fact_key = f"last_plant:{request_agent_id}:{chat_id}" - try: - await http_client.post( - "http://memory-service:8000/facts/upsert", - json={ - "user_id": user_id, - "fact_key": fact_key, - "fact_value": (top1.get("scientific_name") if isinstance(top1, dict) else None), - "fact_value_json": { - "top_k": top_k_rows, - "confidence": confidence, - "recommend_fallback": bool(plant_vision.get("recommend_fallback")), - "gbif_validation": plant_vision.get("gbif_validation"), - "identified_at": datetime.utcnow().isoformat(), - "agent_id": request_agent_id, - "chat_id": chat_id, - "source": "plant_vision_preprocess", - }, - }, - timeout=8.0, - ) - except Exception as e: - logger.warning(f"⚠️ Failed to store last_plant fact: {e}") - except Exception as e: - logger.warning(f"⚠️ Plant pre-vision failed: {e}") - # ========================================================================= # CREWAI DECISION: Use orchestration or direct LLM? # ========================================================================= @@ -1587,10 +1459,6 @@ async def agent_infer(agent_id: str, request: InferRequest): }, "metadata": effective_metadata, "runtime_envelope": runtime_envelope, - "plant_vision": effective_metadata.get("plant_vision"), - "plant_top_k": effective_metadata.get("plant_top_k"), - "plant_confidence": effective_metadata.get("plant_confidence"), - "last_plant": effective_metadata.get("last_plant"), }, team=crewai_cfg.get("team"), profile=effective_metadata.get("crewai_profile") diff --git a/third_party/nature-id b/third_party/nature-id new file mode 160000 index 00000000..5e9468d6 --- /dev/null +++ b/third_party/nature-id @@ -0,0 +1 @@ +Subproject commit 5e9468d65a495e6c146a29961ad10a10fced35cd From 69486a92be0dfc66f3350f5f71e92e3a30f8a4aa Mon Sep 17 00:00:00 2001 From: NODA1 System Date: Sat, 21 Feb 2026 11:00:42 +0100 Subject: [PATCH 11/24] vendor: replace third_party/nature-id gitlink with tracked files --- third_party/nature-id | 1 - third_party/nature-id/.gitignore | 6 + third_party/nature-id/LICENSE | 10 + third_party/nature-id/README.md | 372 ++++++++++++ third_party/nature-id/classifiers/README.md | 13 + third_party/nature-id/inat_api.py | 110 ++++ third_party/nature-id/inat_taxonomy.py | 318 +++++++++++ .../nature-id/inaturalist-taxonomy/README | 3 + .../nature-id/inaturalist-taxonomy/install.sh | 4 + third_party/nature-id/nature_id.py | 537 ++++++++++++++++++ .../plant_images/Mentzelia_lindleyi.jpg | Bin 0 -> 200479 bytes .../plant_images/Persicaria_amphibia.jpg | Bin 0 -> 408957 bytes .../plant_images/Phyla_nodiflora.jpg | Bin 0 -> 263351 bytes .../plant_images/Primula_hendersonii.jpg | Bin 0 -> 259901 bytes .../Solidago_velutina_ssp_californica.jpg | Bin 0 -> 193643 bytes .../plant_images/Tragopogon_porrifolius.jpg | Bin 0 -> 171865 bytes .../plant_images/Trichostema_lanceolatum.jpg | Bin 0 -> 202531 bytes third_party/nature-id/requirements.txt | 3 + 18 files changed, 1376 insertions(+), 1 deletion(-) delete mode 160000 third_party/nature-id create mode 100644 third_party/nature-id/.gitignore create mode 100644 third_party/nature-id/LICENSE create mode 100644 third_party/nature-id/README.md create mode 100644 third_party/nature-id/classifiers/README.md create mode 100644 third_party/nature-id/inat_api.py create mode 100644 third_party/nature-id/inat_taxonomy.py create mode 100644 third_party/nature-id/inaturalist-taxonomy/README create mode 100755 third_party/nature-id/inaturalist-taxonomy/install.sh create mode 100755 third_party/nature-id/nature_id.py create mode 100644 third_party/nature-id/plant_images/Mentzelia_lindleyi.jpg create mode 100644 third_party/nature-id/plant_images/Persicaria_amphibia.jpg create mode 100644 third_party/nature-id/plant_images/Phyla_nodiflora.jpg create mode 100644 third_party/nature-id/plant_images/Primula_hendersonii.jpg create mode 100644 third_party/nature-id/plant_images/Solidago_velutina_ssp_californica.jpg create mode 100644 third_party/nature-id/plant_images/Tragopogon_porrifolius.jpg create mode 100644 third_party/nature-id/plant_images/Trichostema_lanceolatum.jpg create mode 100644 third_party/nature-id/requirements.txt diff --git a/third_party/nature-id b/third_party/nature-id deleted file mode 160000 index 5e9468d6..00000000 --- a/third_party/nature-id +++ /dev/null @@ -1 +0,0 @@ -Subproject commit 5e9468d65a495e6c146a29961ad10a10fced35cd diff --git a/third_party/nature-id/.gitignore b/third_party/nature-id/.gitignore new file mode 100644 index 00000000..0361d4fb --- /dev/null +++ b/third_party/nature-id/.gitignore @@ -0,0 +1,6 @@ +__pycache__/ +*.py[cod] +*$py.class +*.csv +*.tflite +*.zip diff --git a/third_party/nature-id/LICENSE b/third_party/nature-id/LICENSE new file mode 100644 index 00000000..f9ab6f16 --- /dev/null +++ b/third_party/nature-id/LICENSE @@ -0,0 +1,10 @@ +MIT License + +Copyright (c) 2020, joergmlpts + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + diff --git a/third_party/nature-id/README.md b/third_party/nature-id/README.md new file mode 100644 index 00000000..32f2bc04 --- /dev/null +++ b/third_party/nature-id/README.md @@ -0,0 +1,372 @@ +# Identify Plants, Birds, and Insects in Photos + +This repository provides Python code that identifies plants, birds, and insects in photos. + +This project was inspired by the amazing progress in identifying plants, animals and mushrooms in photos that has been made by [iNaturalist](https://iNaturalist.org) in recent years in identifying plants, animals, and fungi from photographs. The iNaturalist team has trained machine learning models with their large collection of photos and research-grade identifications. In 2019, iNaturalist released [Seek by iNaturalist](https://www.inaturalist.org/pages/seek_app) which identifies photos offline on the phone and identifies to a higher level than species when a species identification cannot be made. + +Google provides three models that have been trained with iNaturalist data - classification models for plants, birds, and insects. These Google models can be downloaded and used with Google's `TensorFlow` and `TensorFlow Lite` tools. + +This code is based on the trained models provided by Google. It was written to experiment with identifying species from photos and to try out Seek's approach to calculating scores (probabilities) across the taxonomic hierarchy. + +This tool `nature_id.py` has been tested on Linux and Windows. It should also work on MacOS. + +## Usage + +This is a command-line tool. It is invoked with images or directories containing images and identifies the plants, birds, and insects in those images. + +Here is an example. This is the command for Linux and macOS: + +``` +./nature_id.py -m plants plant_images/Persicaria_amphibia.jpg +``` + +On Windows the command is: + +``` +python .\nature_id.py -m plants plant_images\Persicaria_amphibia.jpg +``` + +![Smartweed](/plant_images/Persicaria_amphibia.jpg) + +The above image results in this identification: +``` +Classification of 'plant_images/Persicaria_amphibia.jpg' took 0.2 secs. +100.0% kingdom Plants (Plantae) +100.0% phylum Tracheophytes (Tracheophyta) +100.0% subphylum Flowering Plants (Angiospermae) + 99.6% class Dicots (Magnoliopsida) + 99.2% order Pinks, Cactuses, and Allies (Caryophyllales) + 98.8% family Knotweed Family (Polygonaceae) + 98.8% subfamily Polygonoideae + 98.8% tribe Persicarieae + 98.8% subtribe Persicariinae + 98.8% genus Smartweeds (Persicaria) + 97.6% species Water Smartweed (Persicaria amphibia) +``` + +These scores can be used to guide identification: define a threshold and report as result the taxon with the lowest score that is larger than or equal to this threshold. In this example for a threshold of 95% an identification to species *Persicaria amphibia* has been achieved. For a threshold of 99%, this is only an identification to order *Caryophyllales*. 95% and 99% would be unusually high thresholds; Seek, I believe, uses a threshold of 70%. + +## Command-line Options + +This script is a command-line utility. It is called with options, filenames and directory names as arguments. These options are supported: + +``` +usage: nature_id.py [-h] [-m MODEL] [-a] [-l] [-s] [-r RESULT_SIZE] file/directory [file/directory ...] + +positional arguments: + file/directory Image files or directories with images. + +options: + -h, --help show this help message and exit + -m MODEL, --model MODEL + Model to load to identify organisms. + -a, --all_common_names + Show all common names and not just one. + -l, --label_scores_only + Compute and display only label scores, do not propagate scores up the hierarchy. + -s, --scientific_names_only + Only use scientific names, do not load common names. + -r RESULT_SIZE, --result_size RESULT_SIZE + Number of labels and their scores to report in results. +``` + +### Option -m MODEL, --model MODEL + +The `-m` and `--model` options select a classification model. Possible models are `plants`, `birds`, and `insects`. These models must be installed in the `classifiers` directory. This option is required if more than one classifier is installed. + +### Option -a, --all_common_names + +The `-a` and `--all_common_names` options cause all common names to be displayed, not just one. Multiple common names are separated by semicolons. The output with this option looks like this: + +![Phyla_nodiflora.jpg](/plant_images/Phyla_nodiflora.jpg) + +``` +Classification of 'plant_images/Phyla_nodiflora.jpg' took 0.2 secs. +100.0% kingdom Plants; Flora; Green Plants; Greenery; Foliage; Vegetation; Salpichlaena Papyrus; Trees; Bushes; Shrubs; Vines (Plantae) +100.0% phylum Tracheophytes; Seed Plants; Vascular Plants (Tracheophyta) +100.0% subphylum Flowering Plants; Angiosperms; Flowers; Basal Angiosperms; True Dicotyledons; Basal True Dicots; Rose Dicots; Daisy Dicots (Angiospermae) +100.0% class Dicots; Dicots; Dicotyledons; Eudicots (Magnoliopsida) + 98.2% order Mints, Plantains, Olives, and Allies (Lamiales) + 97.4% family Verbena Family; Lantanas (Verbenaceae) + 97.4% tribe Lantaneae + 85.5% genus Frogfruits; Fogfruits (Phyla) + 85.5% species Turkey Tangle; Lippia; Common Lippia; Turkey Tangle Frogfruit; Sawtooth Fogfruit; Carpet Weed; Roundleaf Frogfruit; Texas Frogfruit; Cape Weed; Sawtooth Frogfruit; Lipia; Turkey Tangle Fogfruit; Daisy Lawn; Fog Grass (Phyla nodiflora) +``` + +### Option -l, --label_scores_only + +The `-l` and `--label_scores_only` options switch from the taxonomic hierarchy view to a flat list of labels and their scores. The output with this option looks like this: + +![Solidago_velutina_ssp_californica.jpg](/plant_images/Solidago_velutina_ssp_californica.jpg) + +``` +Classification of 'plant_images/Solidago_velutina_ssp_californica.jpg' took 0.2 secs. + 86.1% Canada Goldenrod (Solidago canadensis) + 9.8% Late Goldenrod (Solidago altissima) + 1.6% Flat-Topped Goldenrod (Euthamia graminifolia) + 1.2% Northern Seaside Goldenrod (Solidago sempervirens) + 0.4% Stiff-Leaved Goldenrod (Solidago rigida) +``` + +Five labels with decreasing scores are shown by default. The `-r` and `--result_size` options can be used to request fewer or more labels. + +### Option -s, --scientific_names_only + +The `-s` and `--scientific_names_only` options disable common names; only the scientific names are displayed. The output with this option looks like this: + +![Trichostema_lanceolatum.jpg](/plant_images/Trichostema_lanceolatum.jpg) + +``` +Classification of 'plant_images/Trichostema_lanceolatum.jpg' took 0.2 secs. +100.0% kingdom Plantae +100.0% phylum Tracheophyta +100.0% subphylum Angiospermae +100.0% class Magnoliopsida + 99.6% order Lamiales + 99.6% family Lamiaceae + 99.2% subfamily Ajugoideae + 99.2% genus Trichostema + 99.2% species Trichostema lanceolatum +``` + +### Option -r RESULT_SIZE, --result_size RESULT_SIZE + +The `-r` and `--result_size` options modify the number of labels displayed when a flat list of labels is requested with the `-l` or `--label_scores_only` options. The default is 5. Options `-r` and `--result_size` allow you to choose a number between 1 and 100. + +This is an example with 15 labels. The command-line for Linux is +``` +./nature_id.py -m plants -l -r 15 plant_images/Primula_hendersonii.jpg +``` + +![Primula_hendersonii.jpg](/plant_images/Primula_hendersonii.jpg) + +``` +Classification of 'plant_images/Primula_hendersonii.jpg' took 0.2 secs. + 50.4% Henderson's Shooting Star (Primula hendersonii) + 37.2% Eastern Shooting Star (Primula meadia) + 2.5% Dark-Throated Shooting Star (Primula pauciflora) + 1.7% Red Ribbons (Clarkia concinna) + 1.2% Ruby Chalice Clarkia (Clarkia rubicunda) + 0.8% Purple Paintbrush (Castilleja purpurea) + 0.8% Fireweed (Chamaenerion angustifolium) + 0.4% Western Fairy-Slipper (Calypso bulbosa occidentalis) + 0.4% Texas Skeleton Plant (Lygodesmia texana) + 0.4% Rhodora (Rhododendron canadense) + 0.4% Ragged-Robin (Silene flos-cuculi) + 0.4% Hemp Dogbane (Apocynum cannabinum) + 0.4% Garden Cosmos (Cosmos bipinnatus) + 0.4% Farewell-To-Spring (Clarkia amoena) + 0.4% Dwarf Fireweed (Chamaenerion latifolium) +``` + +## Dependencies + +Several things need to be installed in order for `nature-id.py` to run. Some Python packages are required, classification models need to be downloaded and installed into the `classifiers` directory, and finally the taxonomy and common names need to be downloaded into the `inaturalist-taxonomy` directory. + +### Python Packages + +This code is written in Python 3. Besides Python 3, the packages `Pillow` and `requests` are used to load and process images and to access the iNaturalist API. + +These packages as well as `TensorFlow Lite` can be installed on Ubuntu Linux and other Debian distributions with the command + +``` +sudo apt install python3-pillow python3-requests +pip3 install tflite-runtime +``` + +and on other platforms with the command + +``` +pip install Pillow requests tflite-runtime +``` + +Where appropriate `pip3` should be called instead of `pip` to avoid accidentally installing Python 2 packages. + + +### Classification Models + +The classification models and their labelmap files have to be downloaded from Kaggle and they go into directory `classifiers`. + +The classifiers can be downloaded from these links: + + * [classifier for plants](https://www.kaggle.com/models/google/aiy/tensorFlow1/vision-classifier-plants-v1/1) + * [classifier for birds](https://www.kaggle.com/models/google/aiy/tensorFlow1/vision-classifier-birds-v1/1) + * [classifier for insects](https://www.kaggle.com/models/google/aiy/tensorFlow1/vision-classifier-insects-v1/1) + +Each classifier consists of a `.tflite` model and a `.csv` labelmap file. Both are required. Click on `Model Variations` under `TensorFlow Lite` to download the TFLite model. Please also note the paragraphs at the bottom of these web pages about appropriate and inappropriate use cases and licensing. + +These are the links to download the labelmaps: [aiy_insects_V1_labelmap.csv](https://www.gstatic.com/aihub/tfhub/labelmaps/aiy_insects_V1_labelmap.csv), [aiy_birds_V1_labelmap.csv](https://www.gstatic.com/aihub/tfhub/labelmaps/aiy_birds_V1_labelmap.csv), and [aiy_plants_V1_labelmap.csv](https://www.gstatic.com/aihub/tfhub/labelmaps/aiy_plants_V1_labelmap.csv). On Windows, the default action for a .csv file may be to open it in Excel; be sure to save the downloaded file to disk. + +### Taxonomy and Common Names Files + +The trained models come with scientific names as labels and many of these scientific names are already outdated. The common names and the current taxonomy are obtained from this file: [https://www.inaturalist.org/taxa/inaturalist-taxonomy.dwca.zip](https://www.inaturalist.org/taxa/inaturalist-taxonomy.dwca.zip) This tool expects this zip archive in the `inaturalist-taxonomy` directory. + +## Example Images + +Example Images pictures of plants are provided in the `plant_images` directory. The filenames indicate the species that I think is in the photo. Note that these examples only lead to successful identification to varying degrees. The *Mentzelia lindleyi* is certainly not correctly identified. + +## Messages + +The first call with a model transforms the labels into a taxonomic hierarchy. Each label is replaced with its representation in the current taxonomy and all its ancestors are added. This process takes some time and results in many messages. Once the hierarchy has been successfully computed, it is written to disk. Future calls to `nature_id.py` will load the taxonomic hierarchy from disk instead of reading the labels and computing the taxonomy again. + +This is what the first calls look like. Again, we use the plant model as an example. The bird and insect models are smaller and result in fewer messages. + +``` +PS C:\nature-id> python -m plants nature_id.py .\plant_images +Read 2,102 labels from 'classifiers\aiy_plants_V1_labelmap.csv' in 0.0 secs. +Loading iNaturalist taxonomy... +Loaded iNaturalist taxonomy of 993,552 taxa in 15.2 secs. +Info: Taxon for label 'background' not found, inserting as pseudo-kingdom. +Info: Taxon 'Eichhornia crassipes' changed to 'Pontederia crassipes', iNat taxa id 962637. +Info: Taxon 'Potentilla anserina' changed to 'Argentina anserina', iNat taxa id 158615. +Info: Taxon 'Stenosiphon linifolius' changed to 'Oenothera glaucifolia', iNat taxa id 914092. +Info: Taxon 'Sophora secundiflora' changed to 'Dermatophyllum secundiflorum', iNat taxa id 499559. +Info: Taxon 'Mimulus bigelovii' changed to 'Diplacus bigelovii', iNat taxa id 701989. +Info: Taxon 'Botrychium dissectum' changed to 'Sceptridium dissectum', iNat taxa id 122085. +Info: Taxon 'Trientalis borealis' changed to 'Lysimachia borealis', iNat taxa id 204174. +Info: Taxon 'Hyptis emoryi' changed to 'Condea emoryi', iNat taxa id 489286. +Info: Taxon 'Opuntia engelmannii lindheimeri' changed to 'Opuntia lindheimeri', iNat taxa id 119980. +Info: Taxon 'Aquilegia caerulea' changed to 'Aquilegia coerulea', iNat taxa id 501742. +Info: Taxon 'Fuscospora cliffortioides' changed to 'Nothofagus cliffortioides', iNat taxa id 404204. +Info: Taxon 'Cooperia drummondii' changed to 'Zephyranthes chlorosolen', iNat taxa id 554401. +Info: Taxon 'Dracopis amplexicaulis' changed to 'Rudbeckia amplexicaulis', iNat taxa id 200073. +Info: Taxon 'Dodecatheon meadia' changed to 'Primula meadia', iNat taxa id 549981. +Info: Taxon 'Aptenia cordifolia' changed to 'Mesembryanthemum cordifolium', iNat taxa id 589815. +Info: Taxon 'Chamerion latifolium' changed to 'Chamaenerion latifolium', iNat taxa id 564970. +Info: Taxon 'Echinocereus mojavensis' changed to 'Echinocereus triglochidiatus mojavensis', iNat taxa id 858352. +Warning: multiple taxa named 'Aquilegia vulgaris': species 51807, complex 1042772; choosing species. +Info: Taxon 'Dodecatheon pulchellum' changed to 'Primula pauciflora', iNat taxa id 498086. +Info: Taxon 'Mimulus lewisii' changed to 'Erythranthe lewisii', iNat taxa id 777190. +Info: Taxon 'Sambucus nigra canadensis' changed to 'Sambucus canadensis', iNat taxa id 84300. +Info: Taxon 'Asyneuma prenanthoides' changed to 'Campanula prenanthoides', iNat taxa id 851072. +Info: Taxon 'Anemone quinquefolia' changed to 'Anemonoides quinquefolia', iNat taxa id 950598. +Info: Taxon 'Hedypnois cretica' changed to 'Hedypnois rhagadioloides', iNat taxa id 492864. +Warning: multiple taxa named 'Achillea millefolium': species 52821, complex 1105043; choosing species. +Info: Taxon 'Anagallis arvensis' changed to 'Lysimachia arvensis', iNat taxa id 791928. +Info: Taxon 'Hieracium caespitosum' changed to 'Pilosella caespitosa', iNat taxa id 711086. +Info: Taxon 'Potentilla anserina pacifica' changed to 'Argentina pacifica', iNat taxa id 524900. +Info: Taxon 'Sambucus nigra caerulea' changed to 'Sambucus cerulea', iNat taxa id 143799. +Info: Taxon 'Polygala californica' changed to 'Rhinotropis californica', iNat taxa id 876453. +Info: Taxon 'Calylophus berlandieri' changed to 'Oenothera berlandieri', iNat taxa id 359779. +Info: Taxon 'Mimulus cardinalis' changed to 'Erythranthe cardinalis', iNat taxa id 319974. +Info: Taxon 'Callistemon citrinus' changed to 'Melaleuca citrina', iNat taxa id 77976. +Info: Taxon 'Liatris mucronata' changed to 'Liatris punctata mucronata', iNat taxa id 371814. +Warning: multiple taxa named 'Stellaria media': species 53298, complex 1087592; choosing species. +Info: Taxon 'Anemone americana' changed to 'Hepatica americana', iNat taxa id 741014. +Info: Taxon 'Anemone occidentalis' changed to 'Pulsatilla occidentalis', iNat taxa id 60482. +Info: Taxon 'Orobanche fasciculata' changed to 'Aphyllon fasciculatum', iNat taxa id 802543. +Info: Taxon 'Mimulus primuloides' changed to 'Erythranthe primuloides', iNat taxa id 635401. +Info: Taxon 'Polygala paucifolia' changed to 'Polygaloides paucifolia', iNat taxa id 497911. +Warning: multiple taxa named 'Campanula rotundifolia': species 62312, complex 984576; choosing species. +Info: Taxon 'Cissus incisa' changed to 'Cissus trifoliata', iNat taxa id 133333. +Info: Taxon 'Schinus terebinthifolius' changed to 'Schinus terebinthifolia', iNat taxa id 130872. +Info: Taxon 'Cooperia pedunculata' changed to 'Zephyranthes drummondii', iNat taxa id 120026. +Info: Taxon 'Scabiosa atropurpurea' changed to 'Sixalix atropurpurea', iNat taxa id 372376. +Info: Taxon 'Sphenosciadium capitellatum' changed to 'Angelica capitellata', iNat taxa id 704166. +Info: Taxon 'Trientalis latifolia' changed to 'Lysimachia latifolia', iNat taxa id 496537. +Warning: multiple taxa named 'Spiranthes cernua': species 773385, complex 931407; choosing species. +Info: Taxon 'Spartina pectinata' changed to 'Sporobolus michauxianus', iNat taxa id 772984. +Info: Taxon 'Centaurea americana' changed to 'Plectocephalus americanus', iNat taxa id 699778. +Info: Taxon 'Fuscospora solandri' changed to 'Nothofagus solandri', iNat taxa id 70246. +Info: Taxon 'Heliotropium tenellum' changed to 'Euploca tenella', iNat taxa id 769888. +Info: Taxon 'Blechnum spicant' changed to 'Struthiopteris spicant', iNat taxa id 774894. +Info: Taxon 'Fallopia japonica' changed to 'Reynoutria japonica', iNat taxa id 914922. +Info: Taxon 'Echinocactus texensis' changed to 'Homalocephala texensis', iNat taxa id 870496. +Info: Taxon 'Gaura parviflora' changed to 'Oenothera curtiflora', iNat taxa id 78241. +Info: Taxon 'Parentucellia viscosa' changed to 'Bellardia viscosa', iNat taxa id 537967. +Info: Taxon 'Anemone nemorosa' changed to 'Anemonoides nemorosa', iNat taxa id 950603. +Info: Taxon 'Hieracium aurantiacum' changed to 'Pilosella aurantiaca', iNat taxa id 711103. +Info: Taxon 'Anemone hepatica' changed to 'Hepatica nobilis', iNat taxa id 639660. +Info: Taxon 'Merremia dissecta' changed to 'Distimake dissectus', iNat taxa id 907480. +Info: Taxon 'Anemone canadensis' changed to 'Anemonastrum canadense', iNat taxa id 881527. +Info: Taxon 'Chamerion angustifolium' changed to 'Chamaenerion angustifolium', iNat taxa id 564969. +Info: Taxon 'Lychnis flos-cuculi' changed to 'Silene flos-cuculi', iNat taxa id 740984. +Throttling API calls, sleeping for 44.5 seconds. +Info: Taxon 'Ampelopsis brevipedunculata' changed to 'Ampelopsis glandulosa brevipedunculata', iNat taxa id 457553. +Info: Taxon 'Anemone acutiloba' changed to 'Hepatica acutiloba', iNat taxa id 179786. +Info: Taxon 'Pennisetum setaceum' changed to 'Cenchrus setaceus', iNat taxa id 430581. +Info: Taxon 'Mimulus guttatus' changed to 'Erythranthe guttata', iNat taxa id 470643. +Info: Taxon 'Blechnum fluviatile' changed to 'Cranfillia fluviatilis', iNat taxa id 700995. +Info: Taxon 'Blechnum discolor' changed to 'Lomaria discolor', iNat taxa id 403546. +Info: Taxon 'Andropogon gerardii' changed to 'Andropogon gerardi', iNat taxa id 121968. +Info: Taxon 'Ferocactus hamatacanthus' changed to 'Hamatocactus hamatacanthus', iNat taxa id 855937. +Info: Taxon 'Gaura lindheimeri' changed to 'Oenothera lindheimeri', iNat taxa id 590726. +Info: Taxon 'Gaura suffulta' changed to 'Oenothera suffulta', iNat taxa id 521639. +Info: Taxon 'Glottidium vesicarium' changed to 'Sesbania vesicaria', iNat taxa id 890511. +Info: Taxon 'Acacia farnesiana' changed to 'Vachellia farnesiana', iNat taxa id 79472. +Warning: multiple taxa named 'Rubus fruticosus': complex 55911, species 1090496; choosing species. +Info: Taxon 'Othocallis siberica' changed to 'Scilla siberica', iNat taxa id 862704. +Info: Taxon 'Mimulus aurantiacus' changed to 'Diplacus', iNat taxa id 777236. +Info: Taxon 'Phoradendron tomentosum' changed to 'Phoradendron leucarpum', iNat taxa id 49668. +Info: Taxon 'Orobanche uniflora' changed to 'Aphyllon uniflorum', iNat taxa id 802714. +Info: Taxon 'Rosmarinus officinalis' changed to 'Salvia rosmarinus', iNat taxa id 636795. +Info: Taxon 'Cynoglossum grande' changed to 'Adelinia grande', iNat taxa id 769151. +Computed taxonomic tree from labels in 64.8 secs: 4,091 taxa including 2,102 leaf taxa. +Taxonomy written to file 'classifiers\aiy_plants_V1_taxonomy.csv'. +Reading common names from 'inaturalist-taxonomy\inaturalist-taxonomy.dwca.zip' member 'VernacularNames-english.csv'... +Read 203,093 common names in 1.5 secs, loaded 3,071 in language "en_US" for 4,091 taxa. +``` + +### Messages Explained + +``` +Read 2,102 labels from 'classifiers\aiy_plants_V1_labelmap.csv' in 0.0 secs. +``` + +`nature-id` reads a label file. If no errors occur, a taxonomy will be written for these labels and further runs will load `classifiers\aiy_plants_V1_taxonomy.csv` instead. + +``` +Loading iNaturalist taxonomy... +Loaded iNaturalist taxonomy of 993,552 taxa in 15.2 secs. +``` + +The entire iNaturalist taxonomy of about 1 million taxa is loaded. `nature-id` will look up the labels in this taxonomy and insert them, along with all their ancestors, into a taxonomy for the labels. + +``` +Info: Taxon for label 'background' not found, inserting as pseudo-kingdom. +``` + +Label `background` was not found. It is not a species, but denotes something else in the Google model. It is treated as a kingdom in the taxonomy; it has no ancestors. + +``` +Info: Taxon 'Potentilla anserina' changed to 'Argentina anserina', iNat taxa id 158615. +``` + +In the current taxonomy, this species belongs to a different genus. The numeric ID in this message is useful for getting more information. This number can be prefixed with `https://www.inaturalist.org/taxa/` and opened in a browser: [https://www.inaturalist.org/taxa/158615](https://www.inaturalist.org/taxa/158615). + +``` +Warning: multiple taxa named 'Achillea millefolium': species 52821, complex 1105043; choosing species. +``` + +The label name for this common yarrow is not unique, there are several taxa for this scientific name. `nature-id` assumes that the species is the one we want. + +``` +Throttling API calls, sleeping for 44.5 seconds. +``` + +This message is followed by 45 seconds of silence. When a name is not found in the the current taxonomy, the one previously loaded with about 1 million taxa, then iNaturalist API calls are made to look up the inactive scientific name. The iNaturalist team would like us to throttle API calls to no more than 60 calls per minute. This delay has been implemented to accommodate their request. + +``` +Info: Taxon 'Mimulus aurantiacus' changed to 'Diplacus', iNat taxa id 777236. +``` + +The species *Mimulus aurantiacus* in the label file is replaced with the genus *Diplacus* and not with the current species *Diplacus aurantiacus*. This looks like a bug and hence deserves a closer look. + +The reason for this decision of `nature_id` is that *Mimulus aurantiacus* consisted of several varieties *Mimulus aurantiacus aurantiacus*, *Mimulus aurantiacus grandiflorus*, *Mimulus aurantiacus parviflorus*, and 3 more. + +In the current taxonomy, these varieties are species *Diplacus aurantiacus*, *Diplacus grandiflorus*, and *Diplacus parviflorus*. *Diplacus aurantiacus* does not replace *Mimulus aurantiacus*; it replaces the variety *Mimulus aurantiacus aurantiacus*. + +Another way to understand this issue is to realize that photos of all varieties *Mimulus aurantiacus aurantiacus*, *Mimulus aurantiacus grandiflorus*, *Mimulus aurantiacus parviflorus* and the 3 others were used to train the classification model to recognize *Mimulus aurantiacus*. In the current taxonomy, this label is triggered for each of the species *Diplacus aurantiacus*, *Diplacus grandiflorus*, and *Diplacus parviflorus*. `nature_id` cannot say which of current species it sees. It can only identify images as genus *Diplacus*. + +``` +Taxonomy written to file 'classifiers\aiy_plants_V1_taxonomy.csv'. +``` + +A taxonomy for the scientific names in the label file has been successfully computed and this taxonomy was written to disk. Future calls will load this taxonomy instead of loading the labels and re-computing the taxonomy. + +``` +Reading common names from 'inaturalist-taxonomy\inaturalist-taxonomy.dwca.zip' member 'VernacularNames-english.csv'... +Read 203,093 common names in 1.5 secs, loaded 3,071 in language "en_US" for 4,091 taxa. +``` + +Common names have been read. The common names are always selected for the local language, not necessarily for English as shown here. diff --git a/third_party/nature-id/classifiers/README.md b/third_party/nature-id/classifiers/README.md new file mode 100644 index 00000000..973bd679 --- /dev/null +++ b/third_party/nature-id/classifiers/README.md @@ -0,0 +1,13 @@ +# Download Instructions + +The [Tensorflow Lite](https://www.tensorflow.org/lite/guide) classifiers that go in this directory can be downloaded from these websites: + + * [classifier for plants](https://tfhub.dev/google/aiy/vision/classifier/plants_V1/1) + * [classifier for birds](https://tfhub.dev/google/aiy/vision/classifier/birds_V1/1) + * [classifier for insects](https://tfhub.dev/google/aiy/vision/classifier/insects_V1/1) + +Each classifier consists of a `.tflite` model and a `.csv` labelmap file. Both are required. + +On each of the above websites scroll down and under `Output` click on `labelmap` to download the labels. Then scroll back up and under `Model formats` switch to `TFLite (aiyvision/classifier/...)`. There click on `Download` to get the `.tflite` file. + +If you happen to have the classifier included in [Seek](https://www.inaturalist.org/pages/seek_app), it can go in this directory as well. It consists of two files `optimized_model_v1.tflite` and `taxonomy_v1.csv`. diff --git a/third_party/nature-id/inat_api.py b/third_party/nature-id/inat_api.py new file mode 100644 index 00000000..570df037 --- /dev/null +++ b/third_party/nature-id/inat_api.py @@ -0,0 +1,110 @@ +import json, os, pickle, requests, shelve, sys, time + +############################################################################# +# # +# API calls to obtain taxonomic information. Used in case of name changes. # +# # +# See documention at https://api.inaturalist.org/v1/docs/#/Taxa # +# # +# We throttle the number of calls to less than 60 per minute. We also # +# implement a cache to avoid repeated lookups of the same taxa across runs. # +# Cache entries include time stamps and they expire after two weeks. # +# # +############################################################################# + +API_HOST = "https://api.inaturalist.org/v1" +CACHE_EXPIRATION = 14 * 24 * 3600 # cache expires after 2 weeks +TOO_MANY_API_CALLS_DELAY = 60 # wait this long after error 429 + +# The cache stores the json responses. + +if sys.platform == 'win32': + DATA_DIR = os.path.join(os.path.expanduser('~'), + 'AppData', 'Local', 'inat_api') +else: + DATA_DIR = os.path.join(os.path.expanduser('~'), '.cache', 'inat_api') + +if not os.path.exists(DATA_DIR): + os.makedirs(DATA_DIR) + +cache = shelve.open(os.path.join(DATA_DIR, 'api.cache')) + +# API call throttling. + +class Throttle: + + API_MAX_CALLS = 60 # max 60 calls per minute + API_INTERVAL = 60 # 1 minute + + def __init__(self): + self.callTimes = [] # times of api calls + + # wait if necessary to avoid more than API_MAX_CALLS in API_INTERVAL + def wait(self): + while len(self.callTimes) >= self.API_MAX_CALLS: + waitTime = self.callTimes[0] - (time.time() - self.API_INTERVAL) + if waitTime > 0: + print('Throttling API calls, ' + f'sleeping for {waitTime:.1f} seconds.') + time.sleep(waitTime) + continue + self.callTimes = self.callTimes[1:] + self.callTimes.append(time.time()) + +api_call_throttle = Throttle() + +# argument is an id or a list of id's +def get_taxa_by_id(id): + if type(id) is list: + url = API_HOST + '/taxa/' + '%2C'.join([str(i) for i in id]) + else: + url = API_HOST + f'/taxa/{id}' + tim = time.time() + if not url in cache or cache[url][0] < tim - CACHE_EXPIRATION: + delay = TOO_MANY_API_CALLS_DELAY + headers = {'Content-type' : 'application/json' } + while True: + api_call_throttle.wait() + response = requests.get(url, headers=headers) + if response.status_code == requests.codes.too_many: + time.sleep(delay) + delay *= 2 + else: + break + if response.status_code == requests.codes.ok: + cache[url] = (tim, response.json()) + else: + print(response.text) + return None + return cache[url][1] + +# returns taxa by name +def get_taxa(params): + url = API_HOST + '/taxa' + for key, val in params.items(): + if type(val) == bool: + params[key] = 'true' if val else 'false' + key = pickle.dumps((url, params)).hex() + tim = time.time() + if not key in cache or cache[key][0] < tim - CACHE_EXPIRATION: + delay = TOO_MANY_API_CALLS_DELAY + headers = {'Content-type' : 'application/json' } + while True: + api_call_throttle.wait() + response = requests.get(url, headers=headers, params=params) + if response.status_code == requests.codes.too_many: + time.sleep(delay) + delay *= 2 + else: + break + if response.status_code == requests.codes.ok: + cache[key] = (tim, response.json()) + else: + print(response.text) + return None + return cache[key][1] + + +if __name__ == '__main__': + + assert not 'Not a top-level Python module!' diff --git a/third_party/nature-id/inat_taxonomy.py b/third_party/nature-id/inat_taxonomy.py new file mode 100644 index 00000000..b666a413 --- /dev/null +++ b/third_party/nature-id/inat_taxonomy.py @@ -0,0 +1,318 @@ +import csv, sys, os, time, locale, zipfile, io +import inat_api +from dataclasses import dataclass +from typing import List, Dict + +# The directory where this Python script is located. +INSTALL_DIR = os.path.dirname(__file__) +while os.path.islink(INSTALL_DIR): + INSTALL_DIR = os.path.join(INSTALL_DIR, + os.path.dirname(os.readlink(INSTALL_DIR))) + +# This zip file contains the taxonomy and all common names. +# Download https://www.inaturalist.org/taxa/inaturalist-taxonomy.dwca.zip and +# leave this zip file in directory 'inaturalist-taxonomy'. Do not extract the +# files from this zip archive. +INAT_TAXONOMY = os.path.join(INSTALL_DIR, 'inaturalist-taxonomy', + 'inaturalist-taxonomy.dwca.zip') + +# A special node represents the root of the tree, the parent of kingdoms. +ROOT_TAXON_ID = 48460 +ROOT_NAME = 'Life' +ROOT_RANK_LEVEL = 100 + +# maps rank-level to its name +gRankLevel2Name = { + ROOT_RANK_LEVEL : 'stateofmatter', # used for the parent of kingdoms + 70 : 'kingdom', + 67 : 'subkingdom', + 60 : 'phylum', + 57 : 'subphylum', + 53 : 'superclass', + 50 : 'class', + 47 : 'subclass', + 45 : 'infraclass', + 44 : 'subterclass', + 43 : 'superorder', + 40 : 'order', + 37 : 'suborder', + 35 : 'infraorder', + 34.5: 'parvorder', + 34 : 'zoosection', + 33.5: 'zoosubsection', + 33 : 'superfamily', + 32 : 'epifamily', + 30 : 'family', + 27 : 'subfamily', + 26 : 'supertribe', + 25 : 'tribe', + 24 : 'subtribe', + 20 : 'genus', + 19 : 'genushybrid', # changed, was same as genus in iNaturalist + 15 : 'subgenus', + 13 : 'section', + 12 : 'subsection', + 11 : 'complex', + 10 : 'species', + 9 : 'hybrid', # changed, was same as species in iNaturalist + 5 : 'subspecies', + 4 : 'variety', # changed, was same as subspecies in iNaturalist + 3 : 'form', # changed, was same as subspecies in iNaturalist + 2 : 'infrahybrid' # changed, was same as subspecies in iNaturalist +} + +# maps rank name to numeric rank-level +gName2RankLevel = {} +for key, value in gRankLevel2Name.items(): + gName2RankLevel[value] = key + +KINGDOM_RANK_LEVEL = gName2RankLevel['kingdom'] + +def get_rank_level(rank): + assert rank in gName2RankLevel + return gName2RankLevel[rank] + +def get_rank_name(rank_level, default_name = 'clade'): + return gRankLevel2Name[rank_level] if rank_level in gRankLevel2Name \ + else default_name + +@dataclass(frozen=True) +class Taxon: + id : int + parent_id : int + name : str + rank_level: float + +# iNaturalist taxa, only loaded when a taxonomic tree needs +# to be computed from a label file. + +gName2Taxa: Dict[str,List[Taxon]] = {} +"maps taxon name to list of taxa" + +gId2Taxon: Dict[int,Taxon] = {} +"maps taxon id to taxon" + +def load_inat_taxonomy(): + "Load all iNaturalist taxa from file 'taxa.csv'." + global gName2Taxa + global gId2Taxon + + if gName2Taxa and gId2Taxon: + return True # already loaded + + print('Loading iNaturalist taxonomy...') + start_time = time.time() + gName2Taxa = {} + gId2Taxon = {} + + try: + with zipfile.ZipFile(INAT_TAXONOMY, 'r') as zf: + with zf.open('taxa.csv', 'r') as zfile: + with io.TextIOWrapper(zfile, encoding = 'latin-1') as csvfile: + reader = csv.DictReader(csvfile) + for row in reader: + id = int(row['id']) + parent_id = row['parentNameUsageID'].split('/')[-1] + parent_id = int(parent_id) if parent_id else \ + ROOT_TAXON_ID if id != ROOT_TAXON_ID else None + name = row['scientificName'] + rank = row['taxonRank'] + if not rank in gName2RankLevel: + response = inat_api.get_taxa_by_id(id) + if response and 'results' in response: + rank_level = response['results'][0]\ + ['rank_level'] + gName2RankLevel[rank] = rank_level + if not rank_level in gRankLevel2Name: + gRankLevel2Name[rank_level] = rank + print(f"Please add rank '{rank}' to gName2Rank" + f"Level, numeric value {rank_level}.") + else: + gName2RankLevel[rank] = -1 + rank_level = gName2RankLevel[rank] + inat_taxon = Taxon(id, parent_id, name, rank_level) + if name in gName2Taxa: + gName2Taxa[name].append(inat_taxon) + else: + gName2Taxa[name] = [inat_taxon] + assert not id in gId2Taxon + gId2Taxon[id] = inat_taxon + if len(gId2Taxon) % 10000 == 0: + print(f' {len(gId2Taxon):,} ' if len(gId2Taxon) % + 100000 == 0 else '.', end='') + sys.stdout.flush() + + assert ROOT_TAXON_ID in gId2Taxon + print(f' {len(gId2Taxon):,}.') + print(f'Loaded iNaturalist taxonomy of {len(gId2Taxon):,} taxa ' + f'in {time.time()-start_time:.1f} secs.') + return True + + except Exception as e: + print("Cannot load taxonomy 'taxa.csv' from archive " + f"'{INAT_TAXONOMY}': {str(e)}.") + gName2Taxa = {} + gId2Taxon = {} + return False + +def beautify_common_name(name): + "Capitalize (most) words in common name; helper function for common names." + if name.endswith(' [paraphyletic]'): + name = name[:-15] # fix dicots + name = '-'.join(word[0].upper() + word[1:] + for word in name.split('-')) + return ' '.join(word if word == 'and' or word.endswith('.') + else word[0].upper() + word[1:] + for word in name.split()) + +def annotate_common_names(id2taxon, all_common_names = False): + """ + Load the common names in our language, annotate taxonomic tree with them. + The parameter `id2taxon' includes the taxa we are interested in. + """ + start_time = time.time() + language, _ = locale.getdefaultlocale() + + if language in ['C', 'C.UTF-8', 'POSIX']: + language = 'en' + + if not os.path.isfile(INAT_TAXONOMY): + print("Cannot load common names, archive " + f"'{INAT_TAXONOMY}' does not exist.") + return + + try: + with zipfile.ZipFile(INAT_TAXONOMY, 'r') as zf: + perfect_match = [] + other_matches = [] + + # check all common names files for names in our language + for fname in zf.namelist(): + if fname.startswith("VernacularNames-") and \ + fname.endswith(".csv"): + with zf.open(fname, 'r') as zfile: + with io.TextIOWrapper(zfile, encoding='utf-8') as csvf: + reader = csv.DictReader(csvf) + for row in reader: + lang = row['language'] + if lang == language: + perfect_match.append(fname) # en vs en + elif len(lang) < len(language) and \ + lang == language[:len(lang)]: + other_matches.append(fname) # en vs en_US + break + + if not perfect_match and not other_matches: + print("Cannot find common names for language '{language}'.") + return + + # annotate the taxa with common names + total_names = loaded_names = 0 + for fname in perfect_match + other_matches: + print(f"Reading common names from '{INAT_TAXONOMY}' " + f"member '{fname}'...") + with zf.open(fname, 'r') as zfile: + with io.TextIOWrapper(zfile, encoding='utf-8') as csvf: + reader = csv.DictReader(csvf) + for row in reader: + total_names += 1 + id = int(row['id']) + if id in id2taxon and (all_common_names or \ + id2taxon[id].common_name is None): + loaded_names += 1 + cname = beautify_common_name(row['vernacular' + 'Name']) + if id2taxon[id].common_name is None: + id2taxon[id].common_name = cname + else: + id2taxon[id].common_name += '; ' + cname + + print(f'Read {total_names:,} common names in ' + f'{time.time()-start_time:.1f} secs, loaded {loaded_names:,} ' + f'in language "{language}" for {len(id2taxon)-1:,} taxa.') + + except Exception as e: + print(f"Cannot load common names from archive '{INAT_TAXONOMY}':" + f" {str(e)}.") + +def get_ancestors(id, ancestors): + """ + Ancestors are a list of instances of Taxon; they are ordered from the + kingdom down. + """ + taxon = gId2Taxon[id] + if taxon.rank_level < KINGDOM_RANK_LEVEL: + get_ancestors(taxon.parent_id, ancestors) + ancestors.append(taxon) + +def lookup_id(name, desired_ranks = ['species', 'subspecies']): + """ + Lookup by name, returns a pair, a Taxon and its ancestors, a list of + Taxon. Desired_ranks are returned in case of ambiguities (duplicate names). + """ + if not gName2Taxa: + return None # taxonomy not loaded + if name in gName2Taxa: + taxa = gName2Taxa[name] + if len(taxa) > 1: + species = None + subspecies = None + print(f"Warning: multiple taxa named '{name}':", end='') + prefix = ' ' + taxon = None + for t in taxa: + rank = get_rank_name(t.rank_level) + print(f"{prefix}{rank} {t.id}", end='') + if rank in desired_ranks: + taxon = t + prefix = ', ' + if not taxon: + taxon = taxa[0] + rank = get_rank_name(taxon.rank_level) + print(f"; choosing {rank}.") + else: + taxon = taxa[0] + ancestors = [] + if taxon.rank_level < KINGDOM_RANK_LEVEL: + get_ancestors(taxon.parent_id, ancestors) + return (taxon, ancestors) + else: + # likely taxon change, query iNat API + response = inat_api.get_taxa({ 'q' : name, + 'all_names' : 'true', + 'per_page' : 200 }) + if not response: + print(f"API lookup for name '{name}' failed.") + return + taxa = response['results'] + if len(taxa) > 1: + # more than one taxon, find the one that used to have this name + exact_matches = [taxon for taxon in taxa for nam in taxon['names'] + if nam['locale'] == 'sci' and nam['name'] == name] + if exact_matches: + taxa = exact_matches + ids = [taxon['id'] for taxon in taxa] + taxa = set([gId2Taxon[id] for id in ids if id in gId2Taxon]) + if not taxa: + return + while len(taxa) > 1: + # multiple taxa, find their common ancestor + min_rank_level = min([taxon.rank_level for taxon in taxa]) + new_taxa = set() + for taxon in taxa: + new_taxon = gId2Taxon[taxon.parent_id] \ + if taxon.rank_level == min_rank_level \ + else taxon + if not new_taxon in new_taxa: + new_taxa.add(new_taxon) + taxa = new_taxa + taxon = taxa.pop() + ancestors = [] + if taxon.rank_level < KINGDOM_RANK_LEVEL: + get_ancestors(taxon.parent_id, ancestors) + return (taxon, ancestors) + + +if __name__ == '__main__': + + assert not 'Not a top-level Python module!' diff --git a/third_party/nature-id/inaturalist-taxonomy/README b/third_party/nature-id/inaturalist-taxonomy/README new file mode 100644 index 00000000..2a9eb72e --- /dev/null +++ b/third_party/nature-id/inaturalist-taxonomy/README @@ -0,0 +1,3 @@ +The .zip archive with the taxonomy and common names belongs in this directory. + +Download https://www.inaturalist.org/taxa/inaturalist-taxonomy.dwca.zip to this directory. Do not unpack this archive. diff --git a/third_party/nature-id/inaturalist-taxonomy/install.sh b/third_party/nature-id/inaturalist-taxonomy/install.sh new file mode 100755 index 00000000..dfda0a16 --- /dev/null +++ b/third_party/nature-id/inaturalist-taxonomy/install.sh @@ -0,0 +1,4 @@ +#!/bin/sh +rm -f inaturalist-taxonomy.dwca.zip +curl https://www.inaturalist.org/taxa/inaturalist-taxonomy.dwca.zip \ + -o inaturalist-taxonomy.dwca.zip diff --git a/third_party/nature-id/nature_id.py b/third_party/nature-id/nature_id.py new file mode 100755 index 00000000..79d6881e --- /dev/null +++ b/third_party/nature-id/nature_id.py @@ -0,0 +1,537 @@ +#!/usr/bin/env python3 + +import numpy as np +from PIL import Image, ImageOps +import csv, sys, os, time +import inat_taxonomy + +try: + # try importing TensorFlow Lite first + import tflite_runtime.interpreter as tflite +except Exception: + try: + # TensorFlow Lite not found, try to import full TensorFlow + import tensorflow.lite as tflite + except Exception: + print('Error: TensorFlow Lite could not be loaded.', file=sys.stderr) + print(' Follow instructions at https://www.tensorflow.org/lite/' + 'guide/python to install it.', file=sys.stderr) + sys.exit(1) + +# The directory where this Python script is located. +INSTALL_DIR = inat_taxonomy.INSTALL_DIR + +# This directory contains models, label files, and taxonomy files. +CLASSIFIER_DIRECTORY = os.path.join(INSTALL_DIR, 'classifiers') + +# These flags can be modified with command-line options. +scientific_names_only = False # only scientific names or also common names +label_scores_only = False # scores for labels or hierarchical +all_common_names = False # show only one or all common names +result_sz = 5 # result size (for label_scores_only) + +# This class is used by class Taxonomy. +class Taxon: + + def __init__(self, taxon_id): + self.taxon_id = taxon_id # for internal lookups and iNat API calls + self.rank_level = None # taxonomic rank, e.g. species, genus, family + self.name = None # scientific name + self.common_name = None # common name or None + self.children = [] # list of child taxa + self.leaf_class_ids = [] # list of indices into scores; there + # can be more than one when we use old models + # whose taxa have since been lumped together + + def add_child(self, child_taxon): + self.children.append(child_taxon) + + # get taxonomic rank as a string + def get_rank(self): + if self.taxon_id < 0: # pseudo-kingdom? + assert self.rank_level == inat_taxonomy.KINGDOM_RANK_LEVEL + return '' + return inat_taxonomy.get_rank_name(self.rank_level) + + # get the name to display; customize here to show common names differently + def get_name(self): + if self.common_name: + return f'{self.common_name} ({self.name})' + else: + return self.name + + +# This taxonomy is represented in terms of instances of class Taxon. +class Taxonomy: + + def __init__(self): + # The taxonomy file may contain multiple trees, one for each kingdom. + # In order to have a single tree for prediction, we add a node for + # Life as the parent of all kingdoms. This will be the root of our tree. + self.root = Taxon(inat_taxonomy.ROOT_TAXON_ID) + self.root.name = inat_taxonomy.ROOT_NAME + self.root.rank_level = inat_taxonomy.ROOT_RANK_LEVEL + self.id2taxon = { self.root.taxon_id : self.root } + self.idx2label = {} + + def reset(self): + self.root.children = [] + self.id2taxon = { self.root.taxon_id : self.root } + self.idx2label = {} + + def taxonomy_available(self): + return len(self.root.children) > 0 + + def read_taxonomy(self, filename): + start_time = time.time() + self.reset() + with open(filename, newline='', encoding='latin-1') as csvfile: + reader = csv.DictReader(csvfile) + for row in reader: + if 'id' in row: # this is a label file + self.idx2label[int(row['id'])] = row['name'] + continue + + taxon_id = int(row['taxon_id']) + if taxon_id in self.id2taxon: + taxon = self.id2taxon[taxon_id] # inserted earlier as parent + else: + self.id2taxon[taxon_id] = taxon = Taxon(taxon_id) + + taxon.name = row['name'] + if row['rank_level'].isdigit(): + taxon.rank_level = int(row['rank_level']) + else: + taxon.rank_level = float(row['rank_level']) + + if len(row['leaf_class_id']): + for leaf_class_id in row['leaf_class_id'].split(';'): + leaf_class_id = int(leaf_class_id) + taxon.leaf_class_ids.append(leaf_class_id) + self.idx2label[leaf_class_id] = taxon.name + + if len(row['parent_taxon_id']): + parent_taxon_id = int(row['parent_taxon_id']) + else: + parent_taxon_id = self.root.taxon_id + if not parent_taxon_id in self.id2taxon: + self.id2taxon[parent_taxon_id] = Taxon(parent_taxon_id) + + self.id2taxon[parent_taxon_id].add_child(taxon) + + if not self.taxonomy_available(): + # We parsed a label file; unless told otherwise, we use these + # labels to build a taxonomic tree. + print(f"Read {len(self.idx2label):,} labels from '{filename}' " + f"in {time.time() - start_time:.1f} secs.") + + if not label_scores_only: + self.compute_taxonomic_tree() + if self.taxonomy_available(): + self.write_taxonomic_tree(filename.replace('labelmap', + 'taxonomy')) + else: + print(f"Read taxonomy from '{filename}' in " + f"{time.time() - start_time:.1f} secs: " + f"{len(self.id2taxon) - 1:,} taxa including " + f"{len(self.idx2label):,} leaf taxa.") + + if not scientific_names_only and self.taxonomy_available(): + inat_taxonomy.annotate_common_names(self.id2taxon, all_common_names) + if label_scores_only: + self.annotate_labels_with_common_names() + del self.id2taxon # not needed anymore + + # augment labels with common names + def annotate_labels_with_common_names(self): + for taxon in self.id2taxon.values(): + for leaf_class_id in taxon.leaf_class_ids: + self.idx2label[leaf_class_id] = taxon.get_name() + + # write one row to taxonomy file + def write_row(self, writer, taxon, parent_taxon_id): + writer.writerow([parent_taxon_id, taxon.taxon_id, taxon.rank_level, + ';'.join([str(id) for id in taxon.leaf_class_ids]), + taxon.name]) + for child in taxon.children: + self.write_row(writer, child, taxon.taxon_id) + + # write taxonomy file + def write_taxonomic_tree(self, filename): + try: + with open(filename, 'w', newline='', encoding='latin-1') as csvfile: + writer = csv.writer(csvfile) + writer.writerow(['parent_taxon_id', 'taxon_id', 'rank_level', + 'leaf_class_id', 'name']) + for child in self.root.children: + self.write_row(writer, child, '') + print(f"Taxonomy written to file '{filename}'.") + except Exception as e: + print(f"Failure writing taxonomy to file '{filename}':", str(e)) + try: + os.remove(filename) + except Exception: + pass + + # Called after loading label file for Google's AIY Vision Kit. + # Adds all the labels' direct and indirect ancestors to compute + # the taxonomic tree. + def compute_taxonomic_tree(self): + global label_scores_only + if not inat_taxonomy.load_inat_taxonomy(): + label_scores_only = True + return + + start_time = time.time() + new_id = 0 # id's we add on the fly for pseudo-kingdoms + + for idx, name in self.idx2label.items(): + inat_taxa = inat_taxonomy.lookup_id(name) + if not inat_taxa: + print(f"Info: Taxon for label '{name}' not found, " + "inserting as pseudo-kingdom.") + new_id -= 1 + taxon_id = new_id + self.id2taxon[taxon_id] = taxon = Taxon(taxon_id) + taxon.rank_level = inat_taxonomy.KINGDOM_RANK_LEVEL + taxon.name = name + taxon.leaf_class_ids = [idx] + self.root.add_child(taxon) + continue + + inat_taxon, ancestors = inat_taxa + if name != inat_taxon.name: + print(f"Info: Taxon '{name}' changed to " + f"'{inat_taxon.name}', iNat taxa " + f"id {inat_taxon.id}.") + + # ancestor taxa + prev_ancestor = self.root + for ancestor in ancestors: + if ancestor.id in self.id2taxon: + prev_ancestor = self.id2taxon[ancestor.id] + else: + self.id2taxon[ancestor.id] = ancestor_taxon = Taxon(ancestor.id) + ancestor_taxon.name = ancestor.name + ancestor_taxon.rank_level = ancestor.rank_level + prev_ancestor.add_child(ancestor_taxon) + prev_ancestor = ancestor_taxon + + # this taxon + if inat_taxon.id in self.id2taxon: + taxon = self.id2taxon[inat_taxon.id] + assert taxon.name == inat_taxon.name + assert taxon.rank_level == inat_taxon.rank_level + else: + self.id2taxon[inat_taxon.id] = taxon = Taxon(inat_taxon.id) + taxon.name = inat_taxon.name + taxon.rank_level = inat_taxon.rank_level + prev_ancestor.add_child(taxon) + taxon.leaf_class_ids.append(idx) + + print("Computed taxonomic tree from labels in " + f"{time.time() - start_time:.1f} secs: {len(self.id2taxon)-1:,} " + f"taxa including {len(self.idx2label):,} leaf taxa.") + + # propagate scores to taxon and all below + def assign_scores(self, taxon, scores): + taxon.score = 0.0 + for leaf_class_id in taxon.leaf_class_ids: + taxon.score += scores[leaf_class_id] + for child in taxon.children: + self.assign_scores(child, scores) + taxon.score += child.score + + # Returns list of 5-tuples (score, taxon_id, taxonomic rank, + # scientific name, common name) ordered by taxonomic rank from kingdom + # down to e.g. species. + # Returns pairs (score, scientific name) if label_scores_only + # is set. + def prediction(self, scores): + + if label_scores_only: + # return list of pairs (score, scientific name) + total = np.sum(scores) + indices = np.argpartition(scores, -result_sz)[-result_sz:] + results = [(scores[i] / total, self.idx2label[i]) + for i in indices if scores[i] != 0] + results.sort(reverse=True) + return results + + # annotate all taxa across the hierarchy with scores. + self.assign_scores(self.root, scores) + + # return one hierarchical path guided by scores + path = [] + taxon = self.root + while taxon.children: + # Find child with highest score. + best_child = None + for child in taxon.children: + if not best_child or child.score > best_child.score: + best_child = child + + # Truncate path if all the other children combined are better + if best_child.score < 0.5 * taxon.score: + break + + path.append((best_child.score / self.root.score, + best_child.taxon_id, best_child.get_rank(), + best_child.get_name())) + + taxon = best_child + + return path + +# +# Offline image classification. +# + +class OfflineClassifier: + + def __init__(self, filenames): + self.min_pixel_value = 0.0 + self.max_pixel_value = 255.0 + + if os.path.split(filenames[0])[1] in ['optimized_model.tflite', + 'optimized_model_v1.tflite']: + self.min_pixel_value = -1.0 + self.max_pixel_value = 1.0 + + # Load TFLite model and allocate tensors. + self.mInterpreter = tflite.Interpreter(model_path=filenames[0]) + self.mInterpreter.allocate_tensors() + + # Get input and output tensors. + self.mInput_details = self.mInterpreter.get_input_details() + self.mOutput_details = self.mInterpreter.get_output_details() + + # Read labels or taxonomy + self.mTaxonomy = Taxonomy() + self.mTaxonomy.read_taxonomy(filenames[1]) + + def classify_image(self, image_filename): + start_time = time.time() + try: + img = Image.open(image_filename) + except: + print(f"Error: cannot load image '{image_filename}'.") + return [] + + if img.mode != 'RGB': + print(f"Error: image '{image_filename}' is of mode '{img.mode}'," + " only mode RGB is supported.") + return [] + + # rotate image if needed as it may contain EXIF orientation tag + img = ImageOps.exif_transpose(img) + + model_size = tuple(self.mInput_details[0]['shape'][1:3]) + + # square target shape expected by crop code below + assert model_size[0] == model_size[1] + + if img.size != model_size: + # We need to scale and maybe want to crop image. + width, height = img.size + if width != height: + # Before scaling, we crop image to square shape. + left = 0 + right = width + top = 0 + bottom = height + if width < height: + top = (height - width) / 2 + bottom = top + width + else: + left = (width - height) / 2 + right = left + height + img = img.crop((left, top, right, bottom)) + + # scale image + img = img.resize(model_size) + + #img.show() + + # pixels are in range 0 ... 255, turn into numpy array + input_data = np.array([np.array(img, self.mInput_details[0]['dtype'])]) + + if self.mInput_details[0]['dtype'] == np.float32: + input_data *= (self.max_pixel_value - self.min_pixel_value) / 255.0 + input_data += self.min_pixel_value + + self.mInterpreter.set_tensor(self.mInput_details[0]['index'], + input_data) + self.mInterpreter.invoke() + + output_data = self.mInterpreter.get_tensor(self.mOutput_details[0] + ['index']) + path = self.mTaxonomy.prediction(output_data[0]) + print() + print(f"Classification of '{image_filename}' took " + f"{time.time() - start_time:.1f} secs.") + return path + +# Returns a dictionary that maps available classifiers to a pair of filenames. +def get_installed_models(): + + if not os.path.isdir(CLASSIFIER_DIRECTORY): + print("Cannot load classifiers, directory " + f"'{CLASSIFIER_DIRECTORY}' does not exist.") + sys.exit(1) + + choices = [ 'birds', 'insects', 'plants'] + models = {} + + for filename in os.listdir(CLASSIFIER_DIRECTORY): + model = None + if filename.endswith(".csv"): + if filename == 'taxonomy_v2_13.csv': + model = 'v2_13' + elif filename == 'taxonomy_v1.csv': + model = 'Seek' + else: + for m in choices: + if filename.find(m) != -1: + model = m + break + if model: + filename = os.path.join(CLASSIFIER_DIRECTORY, filename) + if model in models: + if not models[model][1] or models[model][1].\ + endswith('labelmap.csv'): + models[model] = (models[model][0], filename) + else: + models[model] = (None, filename) + elif filename.endswith(".tflite"): + if filename == 'optimized_model_v2_13.tflite': + model = 'v2_13' + elif filename == 'optimized_model_v1.tflite': + model = 'Seek' + else: + for m in choices: + if filename.find(m) != -1: + model = m + break + if model: + filename = os.path.join(CLASSIFIER_DIRECTORY, filename) + if model in models: + models[model] = (filename, models[model][1]) + else: + models[model] = (filename, None) + + delete_elements = [] # postponed deletion, cannot delete during iteration + for name, files in models.items(): + if not files[0] or not files[1]: + tf_missing = ".csv file but no .tflite file" + csv_missing = ".tflite file but no .csv file" + print("Installation issue: Excluding incomplete classifier for" + f" '{name}': {tf_missing if files[1] else csv_missing}.") + delete_elements.append(name) + + for element in delete_elements: + del models[element] + + if not models: + print(f"No classifiers found in directory '{CLASSIFIER_DIRECTORY}'; " + "follow instructions in " + f"'{os.path.join(CLASSIFIER_DIRECTORY,'README.md')}'" + " to install them.", file=sys.stderr) + sys.exit(1) + return models + +def identify_species(classifier, filename): + result = classifier.classify_image(filename) + if result: + # Print list of tuples (score, taxon id, taxonomic rank, name) + # ordered by taxonomic rank from kingdom down to species. + for entry in result: + if len(entry) == 2: # labels only + print(f'{100 * entry[0]:5.1f}% {entry[1]}') + continue + print(f'{100 * entry[0]:5.1f}% {entry[2]:11s} {entry[3]}') + +# command-line parsing + +models = get_installed_models() + +def model_parameter_check(arg): + if not arg in models: + msg = f"Model '{arg}' not available. Available "\ + f"model{'' if len(models)==1 else 's'}:" + prefix = ' ' + for m in models: + msg += f"{prefix}'{m}'" + prefix = ', ' + msg += '.' + raise argparse.ArgumentTypeError(msg) + return arg + +def result_size_check(arg): + if arg.isdigit() and int(arg) > 0 and int(arg) <= 100: + return int(arg) + raise argparse.ArgumentTypeError(f"'{arg}' is not a number " + "between 1 and 100.") + +def file_directory_check(arg): + if os.path.isdir(arg) or os.path.isfile(arg): + return arg + raise argparse.ArgumentTypeError(f"'{arg}' is not a file or directory.") + +# +# Identify species for picture files and directories given as command line args +# + +if __name__ == '__main__': + import argparse + + preferred1 = 'v2_13' # default if this model is available + preferred2 = 'Seek' # second preference + + parser = argparse.ArgumentParser() + if len(models) == 1 or preferred1 in models or preferred2 in models: + default_model = preferred1 if preferred1 in models else \ + preferred2 if preferred2 in models else \ + next(iter(models)) + parser.add_argument("-m", "--model", type=model_parameter_check, + default=default_model, + help="Model to load to identify organisms.") + else: # no default for classification model + parser.add_argument("-m", "--model", type=model_parameter_check, + required=True, + help="Model to load to identify organisms.") + parser.add_argument('-a', '--all_common_names', action="store_true", + help='Show all common names and not just one.') + parser.add_argument('-l', '--label_scores_only', action="store_true", + help='Compute and display only label scores, ' + 'do not propagate scores up the hierarchy.') + parser.add_argument('-s', '--scientific_names_only', action="store_true", + help='Only use scientific names, do not load common ' + 'names.') + parser.add_argument('-r', '--result_size', type=result_size_check, + default=result_sz, help='Number of labels and their ' + 'scores to report in results.') + parser.add_argument('files_dirs', metavar='file/directory', + type=file_directory_check, nargs='+', + help='Image files or directories with images.') + args = parser.parse_args() + + scientific_names_only = args.scientific_names_only + label_scores_only = args.label_scores_only + all_common_names = args.all_common_names + result_sz = args.result_size + + # make classifier instance + + classifier = OfflineClassifier(models[args.model]) + + # process photos + + for arg in args.files_dirs: + if os.path.isfile(arg): + identify_species(classifier, arg) + elif os.path.isdir(arg): + for file in os.listdir(arg): + ext = os.path.splitext(file)[1].lower() + if ext in ['.jpg', '.jepg', '.png']: + identify_species(classifier, os.path.join(arg, file)) diff --git a/third_party/nature-id/plant_images/Mentzelia_lindleyi.jpg b/third_party/nature-id/plant_images/Mentzelia_lindleyi.jpg new file mode 100644 index 0000000000000000000000000000000000000000..406163451778e9d5e6930115063f7b4724c970e2 GIT binary patch literal 200479 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