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Awesome GitHub RepositoriesConversational Libraries
Libraries that integrate large language models to enable chat-based interaction with structured datasets.
Distinct from Data Analysis Libraries: Adds the conversational/LLM interface layer to traditional data analysis libraries
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- gventuri/pandas-ai
gventuri/pandas-ai
23,587Auf GitHub ansehenPandas AI is a data analysis library and natural language interface that uses large language models to perform conversational querying on structured datasets. It functions as a retrieval-augmented generation framework designed to translate plain text questions into executable code for extracting insights from dataframes and structured files. The system includes a dedicated sandbox execution environment that runs AI-generated analysis code within an isolated container to prevent security risks and system compromise. It employs a natural language translation layer and contextual retrieval to ma
Provides a library that uses large language models for conversational data analysis and querying on structured datasets.
Python
