Benchmark#12

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spyrchat wants to merge 64 commits intomainfrom

Commits on Apr 26, 2025

Add SparseEmbedder class and update get_embedder function to support it; create hybrid-retriever.py file; update requirements.txt for new dependencies
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Refactor QdrantVectorDB to support dense and sparse vectors; update init_collection method and enhance as_langchain_vectorstore for hybrid retrieval; improve BaseRetriever documentation and remove …
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Enhance EmbeddingPipeline to support optional sparse embeddings; refactor run method to return dense and sparse vectors; update test script to integrate new pipeline functionality and add metadata …
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Commits on Apr 27, 2025

Enhance QdrantVectorDB to support dense and sparse embeddings; update logging for collection creation and document insertion; refactor insert_documents method for improved clarity. Update Embedding…
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Commits on Apr 28, 2025

Commits on May 20, 2025

Add PostgresController and connection test script for PostgreSQL integration
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Commits on May 21, 2025

Implement image and table asset insertion methods in PostgresController; add text processing pipeline for PDF documents
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Commits on May 29, 2025

Commits on May 30, 2025

Commits on Jun 5, 2025

Commits on Jul 8, 2025

Commits on Aug 20, 2025

Commits on Aug 30, 2025

Commits on Aug 31, 2025