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Add support for VectorDB and Document Semantic Search #15

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tysonthomas9
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Feature

  • Adds support for Milvus VectorDB Client
  • Adds support to save data to VectorDB
  • Adds support to bookmark a web page into VectorDB
    • Converts the webpage to markdown
    • Create a vector embedding using embedding models (IBM Granite Embedding, OpenAI Embedding)
    • Saves the vector embedding, origin markdown page and web page attributes to VectorDB
  • Adds Document Semantic Search Tool
    • Ability to fetch the bookmarked web pages data from VectorDB based on similarity query
    • Ability for AI Agent to consume the documents ranked by similarity for future operations

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