pgx
PGX — Lightweight Postgres for AI agents. Written in Rust. Thousands of isolated databases in one runtime. 🐘
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High-quality search for AI-native applications.
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DataRust · PythonGitHub @topk-ioSelf-installOwner unconfirmed
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The maker's introduction consists of the line above. Read the repository README for more details. Repository README ↗
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Read the full README ↗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.
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.
Start with the documentation for quickstart guides, API reference, and product documentation.
Using Claude Code, Cursor, Codex, or another coding agent? Install the TopK skill so the agent writes correct TopK code. It covers schema design, chunking, hybrid queries, multi-tenancy, and the common mistakes.
npx skills add topk-io/topk --skill topk