12 packages found
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
BACH v3.12.4-earth: local-first text-based OS for LLM agents with SQLite memory, 113+ handlers, 550+ tools, MCP servers,
An "LLM wiki" upgraded to a real database — typed entities, graph relations, HTTP API, and a built-in natural-language a
Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.
Metacog isn't memory for LLMs, it gives them a nervous system. Metacognition developed on your unique user experiences.
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
An economical and fuel(token) efficient AI tool, graph session memory for looong chat session
A simple MCP server that stores and retrieves memories from multiple LLMs.
A personal knowledge graph for Claude that survives across sessions, devices, and tools. Neo4j + semantic embeddings, OA
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
@Abhigyan-ShekharMCP server for external memory layer for AI agents + more . Download from pypi , and get started
Lightweight Long-Term Memory for LLM Agents.