Results for “query-index”

5 skills

Index folders of PDFs and other documents into LanceDB for vector search, then query them with semantic search, page filters, verbatim quotes, and cross-document aggregation.

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Qdrant Search Strategies

Guides selection of Qdrant search strategies including hybrid search, reranking, relevance feedback, MMR, and discovery APIs to improve retrieval quality.

Qdrant Search Quality

Diagnoses and improves Qdrant search relevance by isolating embedding model, configuration, or query strategy issues.

Indexes local files and searches them with BM25, vector, and hybrid queries, plus MCP mode.

orchestra-research

Connects LLMs with user data for RAG applications, document Q&A, and knowledge retrieval using 300+ data connectors and vector indices.

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