We believe that every SOTA result is only valid on its own dataset. RAGView provides a unified evaluation platform to benchmark different RAG methods on your specific data.

Langchain FastAPI server

Personal Energy Guardian - A CLI tool for detecting schedule conflicts that calendars miss.

Supermem ingests everything your team says and decides — across Slack, GitHub, Notion, Jira, Google, and raw documents — extracts every fact, decision, and direction into a living, contradiction-aware knowledge graph, and answers with the actual decision, cites the source, catches contradictions, and corrects the team with current knowledge base.

lightweight Python library that adds human-like memory physics to your AI applications. Built specifically to run alongside Cognee, it solves a major problem in AI memory systems: context bloat.

Hub repo for Claude Code related tools

10-agent GTM AI team on OpenClaw, sharing a Cognee+FalkorDB knowledge graph, deployed to an Islo long-running sandbox, with a Mission Control HTTP UI

Architecting an Enterprise Knowledge Engine: GraphRAG, Cognee, and LangGraph

Hub repo for Claude Code related tools (Japanese distributions)

Open Memory Protocol — open spec for AI-agent memory: recall, remember, link, observe, validate. CC BY 4.0.

Official Python SDK for RecallrAI – a revolutionary contextual memory system that enables AI assistants to form meaningful connections between conversations, just like human memory.

Provable right-to-be-forgotten for AI agent memory. DPDP/GDPR Article 17 erasure across graph (Cognee), vector (pgvector), and inference log (TensorZero), with a signed deletion receipt a regulator can verify offline.

Backend API for the AI Career Mentor platform built with Django and Django REST Framework, providing AI-powered career analysis and recommendations.

Benchmarks 20 agent-memory strategies through one lifecycle, one judge, one model. A 30-line vector store outranks every funded vendor SDK. Each result is stamped with commit, package versions, and seed so anyone can re-run it.

Engram - version control for AI memory. Version, test, review, and replay what an AI knows, the way GitHub does for code.

An innovative full-stack AI chat application featuring modern Next.js 14 frontend, Shadcn UI styling, dynamic Framer Motion animations, and custom persistent state. Backed by a high-performance Python FastAPI engine powered by Cognee, it builds an advanced Graph-RAG pipeline for multi-hop memory network retrieval and interactive visualization.

Spec-driven + eval-driven development harness for Claude Code, with Cognee KG+RAG memory. Grafts into your existing ~/.claude/ without overwriting.

Guardrails for the memory layer — a trust firewall for AI coding-agent memory, built on Cognee. Audits every remembered fact (staleness, contradiction, secrets, evidence) before it reaches your agent. MCP-native.

🧠 DevBrain — The persistent memory layer for software development, powered by Cognee and Open source models

reconstruct how a product evolved from its public GitHub history: a typed knowledge graph and decision chains, powered by Cognee Cloud