Python library for MUVERA multi-vector retrieval via Fixed Dimensional Encodings. ColBERT / ColQwen2 / ColQwen3.5 compatible.
MVR-Data defines how multi-vector retrieval data is organized at runtime and packaged for interchange using Apache Arrow.
TopK is a search engine for accuracy-critical AI applications, delivering hybrid search, multi-vector (late-interaction) retrieval, dense and sparse vector search, BM25 keyword search, custom ranking, document parsing, and grounded question answering through a single API.
Exhaustive Scanning Method for Multi-Vector Retrieval Tasks. (This tool can be used to generate embeddingp-level groundtruth for MVR datasets)
AI agent that intercepts SaaS subscription cancellations and autonomously determines personalized retention offers using LangGraph multi-agent loops, ChromaDB multi-vector RAG, and DeepSeek LLM with policy guardrails.
Add a description, image, and links to the multi-vector-retrieval topic page so that developers can more easily learn about it.
To associate your repository with the multi-vector-retrieval topic, visit your repo's landing page and select "manage topics."