Remembr

What it does

AI agents forget everything when a session ends. Remembr fixes this. Remembr is an open-source memory server that gives AI agents persistent, searchable memory across sessions. Redis-backed short-term cache + PostgreSQL/pgvector for long-term episodic storage. SDKs for Python and TypeScript. Native adapters for LangChain, LangGraph, CrewAI, AutoGen, LlamaIndex, Pydantic AI, OpenAI Agents, and Haystack. Self-host in 5 minutes.

Persistent memory infrastructure for AI agents. Contribute to emartai/remembr development by creating an account on GitHub.

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  This is a small library for giving an agent persistent memory without running any infrastructure. The whole store is one SQLite file, and the default install has no dependencies. I built it because whenever I wanted an agent to remember a handful of facts across sessions, the options were a hosted API, a vector database, or a framework, and that felt like too much for what is usually a few thousand short strings. The part I find most useful is that recall is deterministic, so you can write unit tests that assert what your agent remembers and run them in CI. I haven't seen that elsewhere and…

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