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интеграция с Tableau

  • langchain-tableau

    A LangChain extension enabling AI agents to query, analyze, and manipulate Tableau data sources using natural language prompts.
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    What is langchain-tableau?
    langchain-tableau is a Python library that bridges LangChain AI agents and Tableau's analytics ecosystem. It provides tools to authenticate with Tableau Server, execute Hyper API queries, and fetch data into Pandas DataFrames. The library offers a LangChain toolkit for agents to translate natural language prompts into SQL, run queries, and process results. Define templates to extract data, build dynamic visualizations, or automate refresh workflows. langchain-tableau streamlines BI and AI convergence, empowering intelligent, automated data analysis and reporting in agent pipelines.
    langchain-tableau Core Features
    • Natural language to SQL translation for Tableau
    • Hyper API integration and authentication
    • DataFrame result retrieval
    • Agent toolkit for LangChain
    • Report automation and refresh workflows
    langchain-tableau Pro & Cons

    The Cons

    Requires configuration with Tableau's API and authentication credentials, which may be complex for some users.
    Limited to environments that support Tableau and Langchain compatibility.
    No direct pricing information is available from the project page.
    Lacks direct mobile or extension app availability.

    The Pros

    Enables natural language querying of Tableau data through AI agents.
    Leverages Tableau's powerful VizQL Data Service for complex data operations.
    Ensures security by using Tableau's API layer and JWT-based authentication.
    Open source with active GitHub repository for contributions and issues.
    Facilitates integration within popular AI frameworks like Langchain and LangGraph.
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