Sinaptik-AI / pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
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Unable to pass field_description for Smartdatalakes #1220

Open himani101193 opened 2 weeks ago

himani101193 commented 2 weeks ago

I have a requirement where I am running a streamlit app on my Bigquery tables and I have to query the data set the queries being created by the LLM are not working well because the table column names are not clear hence there is a need to pass descriptions for the tables being read, I know I can pass this table description in Smartdataframe but not working in case of smartdatalakes. I would be great if this is added to the existing features or if there is another way to make my context better for the queries bieng created would be really helpful.