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Repositories in this selection 12 · UTC 2026-11-04
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1—VVectifyAI / PageIndex📑 PageIndex: Document Index for Vectorless, Reasoning-based RAGPythonMIT · PermissiveInsufficient rank history39,9573,438——2026-11-02
2—MMinishLab / sembleAuthor description: Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+readPythonMIT · PermissiveInsufficient rank history6,354286——2026-11-02
3—VVectifyAI / OpenKBOpenKB: Open LLM Knowledge BasePythonApache-2.0 · PermissiveInsufficient rank history4,841502——2026-07-22
4—Ttigerless-labs / agent-memoryLong-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer. Claude Code and Codex share one store. No API key.PythonMIT · PermissiveInsufficient rank history4,301203——2026-10-30
5—Aaiming-lab / SimpleMem[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & MultimodalPythonMIT · PermissiveInsufficient rank history3,865411——2026-07-24
6—Eembeddings-benchmark / mtebMTEB: State-of-the-art evaluation of embeddings across languages and modalitiesPythonApache-2.0 · PermissiveInsufficient rank history3,488757——2026-11-02
7—Ssuperlinked / sieOpen-source inference server and production cluster for all the models your agent needs.PythonApache-2.0 · PermissiveInsufficient rank history3,460330——2026-11-03
8—Bbeir-cellar / beirA Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.PythonApache-2.0 · PermissiveInsufficient rank history2,328256——2025-10-16
9—Pparthsarthi03 / raptorThe official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized RetrievalPythonMIT · PermissiveInsufficient rank history1,778236——2024-09-03
10—Eepsilla-cloud / vectordbA high performance Vector Database leveraging parallel graph computingC++Apache-2.0 · PermissiveInsufficient rank history87446——2026-10-04
11—NNeumTry / NeumAIAuthor description: Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.PythonApache-2.0 · PermissiveInsufficient rank history86850——2024-01-15
12—Rredis-developer / ArXivChatGuruUse ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.PythonMIT · PermissiveInsufficient rank history56073——2026-03-18
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