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PandasAI is a Python library that integrates Generative AI into pandas, making data analysis conversational. It allows users to interact with dataframes easily using natural language. PandasAI is designed to be used in conjunction with pandas and is not a replacement for it.
Install the library via pip, instantiate a language model (LLM) such as OpenAI, create a SmartDataframe using your pandas DataFrame and the LLM, and then use the chat function to ask questions in natural language.
PandasAI is a Python library that integrates Generative AI into pandas to make data analysis conversational.
You can install the library using pip: `pip install pandasai`
No, PandasAI is designed to be used alongside pandas, not as a replacement.
You can pass multiple dataframes to the SmartDatalake constructor.
You can instantiate PandasAI with `enforce_privacy = True` to prevent the dataframe head from being sent to the LLM.
Free plan available.
Use these comparison pages to understand the trade-offs between the models most relevant to PandasAI.
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