memoryoss/memwire

Implements graph-based semantic memory with categorized facts (preferences, events, entities, instructions) that strengthen or decay based on feedback loops, enabling persistent context recall across conversations. Provides both Python SDK and FastAPI REST interface, integrating with any LLM provider (OpenAI, Anthropic, Ollama) and vector stores (Qdrant, Pinecone, ChromaDB), while supporting multi-tenant isolation and knowledge base ingestion alongside conversation memory.

Available on PyPI.