RAG & Knowledge Bases

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

XRAG: eXamining the Core - Benchmarking Foundational Component Modules in Advanced Retrieval-Augmented Generation

A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as N

Consent-first interoperability gateway that lets Indian government departments securely reuse each other's verified data - plus a citizen app for complaints, RTI and AI legal help in 10 languages. Smart India Hackathon 2026 (SIH26129).

Bounded project-memory skills for Codex CLI and Claude Code.

A collection of projects showcasing RAG, agents, workflows, and other AI use cases

OpenTelemetry Instrumentation for AI Observability

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

TraceMemo (Memory Traces) is a local-first, traceable AI workspace for WeChat knowledge and analysis. Formerly WechatExplorer; supports chat-history search, a knowledge base, WeChat group-chat summaries, and an Agent assistant.

A full-stack engineering standard for API-first, Arabic-first products: FastAPI, LangChain agents and hybrid RAG, React/Next.js, Flutter, one OpenAPI contract.

AI System Design - Learn how to design AI systems built on LLMs, RAG, and AI Agents step by step.

A dsh plugin that periodically scans reddapi.dev for new Reddit leads matching your one-sentence ICP, dedupes what you've already seen, and writes a dated markdown report. Also forwards 6 read-only Reddit search/lookup MCP tools.

Cross-agent memory SDK. Agents publish lessons, query shared knowledge, with built-in redaction. Python + TypeScript.

Turn complex materials into traceable learning webpages with quizzes and note-taking.

Enterprise AI compliance platform for retrieval-augmented regulatory verification, human-in-the-loop review workflows, evidence management and audit-ready reporting built with FastAPI, PostgreSQL,and Qdrant.

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free