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Repositories in this selection 16 · UTC 2026-11-04
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1—Vvolcengine / OpenVikingA context database that brings together agent memory, knowledge retrieval, and skills.PythonAGPL-3.0 · Share derivative sourceInsufficient rank history41,3813,362——2026-11-02
2—Sstanford-oval / stormAn LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.PythonMIT · PermissiveInsufficient rank history31,7812,999——2025-09-30
3—NNirDiamant / RAG_TechniquesThis repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.Jupyter NotebookNOASSERTION · Restricted / unknownInsufficient rank history30,1973,698——2026-11-02
4—Ddeepset-ai / haystackAuthor description: Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.PythonApache-2.0 · PermissiveInsufficient rank history26,9133,384——2026-11-02
5—Zzilliztech / claude-contextCode search MCP for Claude Code. Make entire codebase the context for any coding agent.TypeScriptMIT · PermissiveInsufficient rank history12,663939——2026-07-14
6—Aactiveloopai / deeplakeDeeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.C++Apache-2.0 · PermissiveInsufficient rank history9,265725——2026-05-21
7—Zzilliztech / deep-searcherOpen Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.PythonApache-2.0 · PermissiveInsufficient rank history8,365815——2026-09-22
8—Pplastic-labs / honchoMemory library for building stateful agentsPythonAGPL-3.0 · Share derivative sourceInsufficient rank history7,904965——2026-11-03
9—Xxerrors / YuxiPrivately deployable multi-tenant knowledge agent platform: unified RAG, knowledge graph, multi-agent, MCP/Skills, sandbox and permission management. Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.PythonMIT · PermissiveInsufficient rank history7,5771,238——2026-11-02
10—MModelEngine-Group / nexentNexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.PythonMIT · PermissiveInsufficient rank history6,128768——2026-11-03
11—Nnageoffer / ragentEnterprise-level Agentic RAG agent - full-link coverage of document parsing, multi-channel retrieval, intent recognition, question rewriting, session memory, MCP tool invocation and in-depth thinking. Facing real business scenarios, complete engineering implementation from 0 to 1.JavaApache-2.0 · PermissiveInsufficient rank history4,417903——2026-10-25
12—GGiovanniPasq / agentic-rag-for-dummiesA modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.Jupyter NotebookMIT · PermissiveInsufficient rank history4,312571——2026-10-17
13—Bbragai / bRAG-langchainEverything you need to know to build your own RAG applicationJupyter NotebookNOASSERTION · Restricted / unknownInsufficient rank history4,194505——2026-10-18
14—Ppipeshub-ai / pipeshub-aiThe open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.PythonApache-2.0 · PermissiveInsufficient rank history3,904634——2026-11-03
15—BBessouat40 / RAGLightRAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.PythonMIT · PermissiveInsufficient rank history673102——2026-10-16
16—Llightonai / next-plaidNextPlaid, ColGREP: Multi-vector search, from database to coding agents.RustApache-2.0 · PermissiveInsufficient rank history60867——2026-10-10
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