Langchain Agent Toolkits - Pandas DataFrame, JSON and SQL Database Agents

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  • Опубліковано 18 лис 2024

КОМЕНТАРІ • 15

  • @silkogelman
    @silkogelman Рік тому +1

    These LangChain agents and tools are very interesting, thank you! 😀🙏
    Defining a custom tool also looks cool, as interface to your own API backend in Django / FastAPI or so.

  • @MichaelSchwabTX
    @MichaelSchwabTX Рік тому

    Thanks for the informative video. I did find it amusing that the AI said females were MORE likely to survive even though they had a LOWER survival score of 2.159 vs the males as 2.389. I suppose we should take this as a cautionary discussion that you really cannot assume it will always give the right answer.

  • @Alex-rj6fo
    @Alex-rj6fo Рік тому +1

    Thank you very much for your work

  • @Stewty1
    @Stewty1 День тому

    Thanks for the video tutorial! However, I have a question re:female vs male survival rate. Your analysis shows female survival rate at 2.16 while male survival rate shows 2.38? 2.38 > 2.16 so just basing on the numbers , the male survival rate is higher?

  • @jhanicoetzee2196
    @jhanicoetzee2196 Рік тому

    Thanks for the great video!
    I am running into issues with big datasets and the JSON Agent, that it doesn't consider all the data, just basically that fits into the context window. From my understanding, it is supposed to overcome the context window issue. Any advice on this?

  • @IvanRothman-o5f
    @IvanRothman-o5f Рік тому

    Thank you for this video! I am having trouble using pandas agent: When I ask for more than one answer in the same question it throws errors at me.
    If I ask for the name or I ask for the age of the oldest passenger, no problem sending me the result.
    But if I ask for the name and age of the oldest passenger I get a JSONDecodeError, Thoughts?

  • @siddharthchoudhury7622
    @siddharthchoudhury7622 Рік тому

    Please make a video on how to have chat continuation in pandas agent

  • @fasedbikes3299
    @fasedbikes3299 Рік тому

    have you checked openSSM?seems interesting

  • @nitinnegi4277
    @nitinnegi4277 Рік тому

    i am using sqldatabase toolkit at an enterprise ,data is huge.When i am using this toolkit i am getting max tokens error and query is totally depend upon the toolkit.Can you tell me how to modify sqldatabase toolkit and is this possible to get 100% accuracy?

  • @sudhanshurathore8713
    @sudhanshurathore8713 Рік тому

    Hey I am usign Azureopenai LLM model but constantly parsing error. Can you help?

  • @theanigos
    @theanigos Рік тому

    I am getting this error
    pydantic.error_wrappers.ValidationError: 1 validation error for JsonToolkit
    spec
    value is not a valid dict (type=type_error.dict)

  • @CMAZZONI
    @CMAZZONI Рік тому

    Have you tried using a open source model for this? Most times OpenAi will not be usable, specially if your data contains sensitive or personal information.