#langchain

Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.

LLM agent evaluation framework with 7 Harness Gates (A–G) and 58 metrics. Supports LangChain, CrewAI, AutoGen, DSPy, PydanticAI. Native LLM-as-Judge, OTEL tracing, FastAPI dashboard.

Runtime control, security, and governance for AI agents — decide what an agent may do at the moment it acts, revoke that authority instantly, and keep tamper-evident evidence of every decision.

Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Agentic RAG from actively selected GitHub public projects. It Augments through LLMs and Generates context for any coding question, in order to streamline the development of sophisticated AI-driven applications.

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

TypeScript SDK for Silmaril Firewall

Graph memory for AI agents: facts in, entities and cause->effect relations extracted with small open models, multi-hop recall with a cited chain. Library, HTTP/MCP service, LangChain, hosted at memory.primaxiom.ai

A self-improving reflection / skill-creation agent on LangGraph — the LangStage reference agent

Part of the LangChain.NET project. Has separate abstractions, does not contain dependencies on the main project and can be used independently

Local-first encrypted memory for AI agents