pandas-ai

Conversational AI tool

Makes data analysis conversational using LLMs and natural language

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.

GitHub

14k stars
113 watching
1k forks
Language: Python
last commit: almost 2 years ago
Linked from 3 awesome lists

aicsvdatadata-analysisdata-sciencedatabasedatalakegpt-3gpt-4llmpandassql

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
pandas-dev/pandasA powerful data analysis toolkit for Python that provides flexible and expressive data structures for efficient data manipulation and analysis.44,052
jupyterlab/jupyter-aiEnables users to explore and utilize generative AI models within Jupyter notebooks.3,274
panda-re/pandaAn open-source platform for analyzing and debugging complex software systems2,507
adamerose/pandasguiA GUI tool for visualizing and analyzing Pandas DataFrames3,204
pipecat-ai/pipecatA modular framework for building conversational AI applications with real-time voice and multimodal interactions.3,825
flagai-open/flagaiAn open-source toolkit for training and deploying large-scale AI models on various downstream tasks with multi-modality3,840
microsoft/semantic-kernelAn SDK that integrates LLMs with conventional programming languages to create AI-powered applications.22,277
jvns/pandas-cookbookA comprehensive guide to getting started with Python's pandas library using real-world data examples6,697
openai-php/clientA PHP API client for interacting with the OpenAI API5,022
fastai/fastaiProvides high-level components for practical deep learning tasks and low-level components for building new approaches26,390
orhanerday/open-aiA PHP SDK for accessing the OpenAI API and interacting with its GPT-3 and DALL-E services.2,277
leptonai/leptonaiAn AI service building framework using Python to simplify the development of machine learning models and services.2,669
jina-ai/serveA framework for building and deploying AI services that can be scaled from local development to production21,180
quivrhq/quivrAn AI-powered personal assistant framework that integrates various natural language models and databases to provide fast and efficient answers.36,913
databricks/koalasA Python package that allows users to work with pandas DataFrames on top of Apache Spark3,343