90758facae
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
57 lines
1.6 KiB
Python
57 lines
1.6 KiB
Python
"""
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DAARION Memory Service Configuration
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"""
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from pydantic_settings import BaseSettings
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from functools import lru_cache
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class Settings(BaseSettings):
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"""Application settings"""
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# Service
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service_name: str = "memory-service"
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debug: bool = False
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# PostgreSQL
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postgres_host: str = "daarion-pooler.daarion"
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postgres_port: int = 5432
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postgres_user: str = "daarion"
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postgres_password: str = "DaarionDB2026!"
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postgres_db: str = "daarion_main"
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@property
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def postgres_url(self) -> str:
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return f"postgresql+asyncpg://{self.postgres_user}:{self.postgres_password}@{self.postgres_host}:{self.postgres_port}/{self.postgres_db}"
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# Qdrant
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qdrant_host: str = "qdrant.qdrant"
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qdrant_port: int = 6333
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qdrant_collection_memories: str = "memories"
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qdrant_collection_messages: str = "messages"
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# Cohere (embeddings)
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cohere_api_key: str = "nOdOXnuepLku2ipJWpe6acWgAsJCsDhMO0RnaEJB"
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cohere_model: str = "embed-multilingual-v3.0" # 1024 dimensions
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embedding_dimensions: int = 1024
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# Memory settings
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short_term_window_messages: int = 20
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short_term_window_minutes: int = 60
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summary_trigger_tokens: int = 4000
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summary_target_tokens: int = 500
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retrieval_top_k: int = 10
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# Confidence thresholds
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memory_min_confidence: float = 0.5
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memory_confirm_boost: float = 0.1
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memory_reject_penalty: float = 0.3
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class Config:
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env_prefix = "MEMORY_"
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env_file = ".env"
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@lru_cache()
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def get_settings() -> Settings:
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return Settings()
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