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Repositories in this selection 15 · UTC 2026-11-03
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1—Cchatchat-space / Langchain-ChatchatLangchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchainPythonApache-2.0 · PermissiveInsufficient rank history38,7146,255——2025-11-10
2—TTencentCloud / TencentDB-Agent-MemoryTencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.TypeScriptNOASSERTION · Restricted / unknownInsufficient rank history30,3542,946——2026-10-28
3—RRyanCodrai / turbovecA vector index built on TurboQuant, written in Rust with Python bindingsRustMIT · PermissiveInsufficient rank history17,4561,484——2026-10-07
4—Mmodelscope / ms-swiftUse PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).PythonApache-2.0 · PermissiveInsufficient rank history16,0251,782——2026-11-03
5—PPaddlePaddle / PaddleNLPEasy-to-use and powerful LLM and SLM library with awesome model zoo.PythonApache-2.0 · PermissiveInsufficient rank history12,9873,019——2026-05-23
6—Ddatawhalechina / all-in-rag🔍Large model application development practice 1: RAG technology full stack guide, online reading address: https://datawhalechina.github.io/all-in-rag/PythonUnknown · Restricted / unknownInsufficient rank history12,8136,482——2026-09-30
7—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
8—EEmbedding / Chinese-Word-Vectors100+ Chinese Word Vectors Hundreds of pre-trained Chinese word vectorsPythonApache-2.0 · PermissiveInsufficient rank history12,2482,321——2023-10-30
9—OOpenBMB / UltraRAGA Low-Code MCP Framework for Building Complex and Innovative RAG PipelinesPythonApache-2.0 · PermissiveInsufficient rank history5,738458——2026-11-02
10—Aapple / embedding-atlasEmbedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.TypeScriptMIT · PermissiveInsufficient rank history5,011339——2026-11-02
11—Iinfiniflow / infinityThe AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.C++Apache-2.0 · PermissiveInsufficient rank history4,755458——2026-11-02
12—Ggroupultra / telegram-search🔍 Export and fuzzy search your Telegram chat history |TypeScriptAGPL-3.0 · Share derivative sourceInsufficient rank history4,136277——2026-10-17
13—Bbenedekrozemberczki / awesome-community-detectionA curated list of community detection research papers with implementations.PythonCC0-1.0 · PermissiveInsufficient rank history2,454355——2025-12-20
14—SSkywalkerDarren / chatWebChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.PythonMIT · PermissiveInsufficient rank history917137——2026-05-25
15—Lllm-tools / embedJsA NodeJS RAG framework to easily work with LLMs and embeddingsTypeScriptApache-2.0 · PermissiveInsufficient rank history60177——2026-06-26
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