Features: - Three-tier memory architecture (short/mid/long-term) - PostgreSQL schema for conversations, events, memories - Qdrant vector database for semantic search - Cohere embeddings (embed-multilingual-v3.0, 1024 dims) - FastAPI Memory Service with full CRUD - External Secrets integration with Vault - Kubernetes deployment manifests Components: - infrastructure/database/agent-memory-schema.sql - infrastructure/kubernetes/apps/qdrant/ - infrastructure/kubernetes/apps/memory-service/ - services/memory-service/ (FastAPI app) Also includes: - External Secrets Operator - Traefik Ingress Controller - Cert-Manager with Let's Encrypt - ArgoCD for GitOps
33 lines
489 B
Plaintext
33 lines
489 B
Plaintext
# DAARION Memory Service
|
|
# Agent memory management with PostgreSQL + Qdrant + Cohere
|
|
|
|
# Web framework
|
|
fastapi==0.109.0
|
|
uvicorn[standard]==0.27.0
|
|
pydantic==2.5.3
|
|
pydantic-settings==2.1.0
|
|
|
|
# Database
|
|
asyncpg==0.29.0
|
|
sqlalchemy[asyncio]==2.0.25
|
|
alembic==1.13.1
|
|
|
|
# Vector database
|
|
qdrant-client==1.7.3
|
|
|
|
# Embeddings
|
|
cohere==4.44
|
|
|
|
# Utilities
|
|
python-dotenv==1.0.0
|
|
httpx==0.26.0
|
|
tenacity==8.2.3
|
|
structlog==24.1.0
|
|
|
|
# Token counting
|
|
tiktoken==0.5.2
|
|
|
|
# Testing
|
|
pytest==7.4.4
|
|
pytest-asyncio==0.23.3
|