Benchmark#4

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spyrchat wants to merge 52 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