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@danielfsbarreto danielfsbarreto commented Oct 28, 2025

Updates documentation across all languages (EN, PT-BR, KO) to reflect recent enhancements to the QdrantVectorSearchTool.

Additionally, add the ability to inject a Filter for advanced search capabilities.

Changes

  • New API structure: Updated all examples to use QdrantConfig wrapper for initialization
  • Advanced filtering with new filter parameter:
    • Documented the new filter parameter in QdrantConfig for passing Qdrant Filter instances
    • Added comprehensive filtering section showing dynamic filtering (filter_by/filter_value) and preset filters
    • Explained how preset and dynamic filters are automatically combined
  • Correct embedding model: Changed references from text-embedding-3-small to text-embedding-3-large (with corresponding vector size update from 1536 to 3072)
  • Enhanced parameters: Restructured parameter documentation to reflect the new QdrantConfig structure and added documentation for optional parameters

Files Updated

  • docs/en/tools/database-data/qdrantvectorsearchtool.mdx
  • docs/pt-BR/tools/database-data/qdrantvectorsearchtool.mdx
  • docs/ko/tools/database-data/qdrantvectorsearchtool.mdx

Related

Follows recent changes to lib/crewai-tools/src/crewai_tools/tools/qdrant_vector_search_tool/qdrant_search_tool.py that introduced the filter parameter replacing filter_conditions

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@danielfsbarreto danielfsbarreto changed the title Update QdrantVectorSearchTool Documentation Update QdrantVectorSearchTool filter and documentation Oct 28, 2025
@lucasgomide lucasgomide merged commit 70b0839 into crewAIInc:main Oct 28, 2025
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