{"repo":"topk-io/topk","free":true,"listed":false,"github":"https://github.com/topk-io/topk","clone":"git clone https://github.com/topk-io/topk.git","description":"High-quality search for AI-native applications.","language":"Rust","stars":90,"topics":["search","agent","context","documents","unstructured","hybrid-search","keyword-search","retrieval","vector-database","vector-search"],"license":"MIT","category":"databases-storage","readme_excerpt":"TopK TopK is a unified retrieval engine for hybrid search, vector search, multi-vector retrieval, keyword search (BM25) custom ranking, and managed inference in one API. Built on object storage for 10x lower cost and massive scale. What TopK Does Retrieval Engine — Store and query dense vectors, sparse vectors, multi-vector embeddings, and metadata in a single collection. Filter by metadata, rank with custom expressions, and run managed inference — all in a single API. File Search — Ingest files, search across your private documents, and get source-backed answers. Connect your data to agents with the SDKs, CLI or MCP server. Docs Start with the documentation for quickstart guides, API reference, and product documentation. SDKs - Python SDK - Python SDK for TopK API - JavaScript SDK - Javascript SDK for TopK API with full Typescript support - Rust SDK - Rust SDK for TopK API - SQL - Connect any PostgreSQL client to TopK CLI - TopK CLI - CLI for TopK API MCP - TopK MCP - Connect TopK to MCP-compatible AI agents","default_branch":null,"files":null,"tree":[],"storefront":"/r/topk-io","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/topk-io/topk/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}