Github pandasai. Combina inteligencia artificial conversacional con enseñanza práctica de Python, pandas y Machine Learning, utilizando una arquitectura completamente modular para máximo rendimiento y escalabilidad. What is PandasAI? Pandas AI is an extension to the pandas library using OpenAI's generative AI models. - GitHub - alagesh07/LLM-DataVisualization pandasai-sandbox-exploit. Notes Updated to pandasai==1. What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. toml file from version 1. It makes pandas Dev tools for AI builders. Users can provide their PandasAI API Key, upload a dataset in CSV or Excel format, and interact with the data using natural language queries. Tutorials for PandasAI . Working with Google Sheets Example of using PandasAI with a Google Sheet. Contribute to 27huda/PandasAI-Demo development by creating an account on GitHub. While this A Streamlit App for Pandasai . I use pandasai in combination with llama3 to perform natural language searches. PandasAI is a Python library that extends the functionality of Pandas by incorporating generative AI capabilities. 🛠️ Features Seamless Integration with We would like to show you a description here but the site won’t allow us. 1. This repo includes tutorials on how to use Pandas AI. PandasAi with free LLMs for data analysis. gventuri has 19 repositories available. 0. It helps non-technical users to interact with their data in a more natural way, and it helps technical users to save time and effort when working with data. Pandas AI is a Python library that adds generative artificial intelligence capabilities to Pandas, the popular data analysis and manipulation tool - HristiyanIvanovski/PandasAI Tutorials for PandasAI . Using prompt engineering and PandasAI, I can guide the model in generating code for training and result visualization. 5 / 4, Anthropic, VertexAI) and RAG. - pandas-ai/docker-compose. xIt helps you to explore, clean, and analyze your data using generative AI. It helps non-technical users to interact with their data in a more natural way, and it helps technical users to save time, and effort when working with data. 3 to at least 2. This app is built using gradio as the front end and pandasai as a higher-level Python wrapper to make dataframes conversational. Contribute to mdwoicke/Agent-Ollama-PandasAI development by creating an account on GitHub. yml name: pandasai channels: conda-forge dependencies: conda pip python=3. TirendazAcademy has 60 repositories available. The fastest way to build and ship General AI Agents. Contribute to hhy-joseph/Pandasai_Llama2 development by creating an account on GitHub. It allows you to generate insights from your dataframe using just a text prompt. However, I'm facing some challenges in integrating a local LLM instead of relying on the default Bamboo LLM. An intuitive Streamlit interface for PandasAI, enabling AI-powered data analysis and visualization. Welcome to my PandasAI repo. You can provide generic instructions about how you expect the model to approach certain types of queries, and PandasAI will use these instructions to generate responses to similar queries. It is designed to be used in conjunction with pandas, and is not a replacement for it. GitHub is where people build software. PandasAI Chat is a web application built with Streamlit that allows users to have interactive conversations with their data using Language Models (LLMs). In order to use Google Sheets as a data source, you need to install the pandasai[google-sheet] extra dependency. - sinaptik-ai/pandas-ai PandasAI Data Analysis App This application is a simple Streamlit app that allows users to analyze data using PandasAI. ipynb development by creating an account on GitHub. Features Input your PANDASAI_API_KEY securely. Oct 21, 2024 · Feature Request Support/Integration for PandasAI PandasAI is an open-source Python platform that simplifies data analysis by allowing users to ask questions in natural language. Let me briefly explain this tool. The fastest way to build and ship general AI agents. PandasAI is an amazing Python library that allows you to talk to your data. - sinaptik-ai/pandas-ai Swati-Shiriyannavar / PandasAI_Studio Public Notifications You must be signed in to change notification settings Fork 0 Star 0 Chat with your database or your datalake (SQL, CSV, parquet). The library can be used alongside our panDaSai has 6 repositories available. Upload CSV or Excel files for data Quantization LLM with LLM to analysis CSV data. Follow their code on GitHub. ) in natural language. - sinaptik-ai/pandas-ai Chat with your database or your datalake (SQL, CSV, parquet). PandasAI是一款数据分析领域的AI应用，它可以使用ChatGPT也可以使用HuggingFace Hub上的LLM—StarCoder进行代码生成，原理和使用方法在文中都有描述，大家自行饮用。 We would like to show you a description here but the site won’t allow us. It helps you to explore, clean, and analyze your data using generative AI. - sinaptik-ai/pandas-ai A project of LLM- Data Visualization using PandasAi and Groq to analyse the data from the dataset and preparing charts or answering for the given Query. This beginner-friendly guide equips you with the tools and knowledge to transform raw data into actionable intelligence. Would be awesome if we could add support for LM Studio and the local server API given the rise in popularity. Jul 31, 2025 · Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). - itsmarmot/ GitHub is where people build software. It bridges the gap Apr 9, 2025 · line 7, in pai. Contribute to Rimsha10/Data-Analysis-Agent---PandasAI development by creating an account on GitHub. PandasAI is a Python library that makes it easy to ask questions to your data (CSV, XLSX, PostgreSQL, MySQL, BigQuery, Databrick, Snowflake, etc. Beyond querying, PandasAI offers functionalities to May 26, 2022 · PandasAI is a Python library that adds Generative AI capabilities to pandas, the popular data analysis and manipulation tool. Charts are stored as temp_chart. Whether you’re working with complex datasets or just starting your data journey, PandasAI provides the tools to define, process, and analyze your data efficiently. Aug 18, 2023 · I was using pandasai v. png and now they are loaded from there. Contribute to thepycoach/pandasai-tutorial development by creating an account on GitHub. Local API: `# Example: reuse your existing Open Oct 7, 2024 · To resolve the installation issue of pandasai with Python 3. It showcases the power of combining pandas for data manipulation with AI-assisted visualization techniques. Contribute to TirendazAcademy/PandasAI-Tutorials development by creating an account on GitHub. Contribute to amjadraza/pandasai-app development by creating an account on GitHub. 12 ipykernel seaborn packages in A chat that integratest pandasai data analysis ! Contribute to bnznamco/pandasai-chat development by creating an account on GitHub. 12, you need to update the pandas requirement in the pyproject. PandasAI is a Python library that adds Generative AI capabilities to pandas, the popular data analysis and manipulation tool. Contribute to YZXBiz/chatbot-pandasai development by creating an account on GitHub. Contribute to tangledgroup/pandasai-sandbox-exploit development by creating an account on GitHub. I have updated pandasai as well as my script, but still receive the error. Contribute to ridwanspace/openai-pandasai development by creating an account on GitHub. - sinaptik-ai/pandas-ai PandasAI 🐼 PandasAI is a Python library that adds Generative AI capabilities to pandas, the popular data analysis and manipulation tool. AI Research Engineer | Founder, PhD. Jul 23, 2025 · We now have PandasAI, a pandas library extension that can aid in more efficient data analysis and manipulation. PandasAI makes data analysis conversational using LLMs (GPT 3. Upload a dataset, ask questions, and get insightful answers, visualizations, and analytics at your fingertips. With the power of the PandasAI library, you can effortlessly explore and gain insights from your datasets by engaging in a natural language An App to interact with Pandas Dataframes using Generative AI (LLMs). A Data Analysis Agent using PandasAI. Feb 11, 2025 · PandasAI uses an interactive prompt function that is vulnerable to prompt injection and run arbitrary Python code that can lead to Remote Code Execution (RCE) instead of the intended explanation of the natural language processing by the LLM. - sinaptik-ai/pandas-ai Mar 18, 2024 · GitHub is where people build software. Jun 11, 2025 · Contribute to Nguyenkiettuan1/pandasAi development by creating an account on GitHub. Working on #PandasAI. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. pandasAI enables data analysis with Python by utilizing text-based, human-like conve Contribute to Sven-Bo/PandasAI-FirstLook development by creating an account on GitHub. Contribute to Zfeng0207/PandasAI development by creating an account on GitHub. - worldline/streamlit-pandasai gui-pandas-ai is a simple, ease-to-use Python UI Wrapper built to use PandasAI as naively and intuitively as possible. 6 Canada 7 Australia 1 United Kingdom 3 Germany 0 United States Name: country, dtype Welcome to my PandasAI repo. - sinaptik-ai/pandas-ai Chat with your dataset! This project demonstrates a web-based application to query a dataset through natural language. They claim that it is the best language model for generating code. PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. Chat with your database or your datalake (SQL, CSV, parquet). using llama 3 with PandasAI and ollama locally. 12 Visual C++ (latest) 🐛 Describe the bug If I try to install pandasai using pip (24. 0) Windows 11 Home Python 3. show_code = True showed really the line of code generated and verbose show more things ( I don't quite remember anymore). Jul 31, 2024 · I've been exploring the capabilities of Open Web UI and, after reviewing the official documentation, I couldn't find explicit support for creating retrieval-augmented generation (RAG) for datasets or databases using tools like PandasAI. gui-pandas-ai provides an easy web gui interface to access ChatGPT directly along with provision for several key data analysis utilities. - sinaptik-ai/pandas-ai A template app to build & deploy PandasAI app to make your csv files conversational - amjadraza/pandasai-chainlit-docker-deployment-template Tutorials for PandasAI . Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). We are pleased to announce that we have successfully implemented Starcoder in PandasAI! Running it is as easy as this: Dec 10, 2024 · System Info conda export and conda list (see below for pip packages list (pandasai) C:\Users\PowerUser>type pandasai_env_export. Chat with your database or your datalake (SQL, CSV, parquet). 2. Contribute to ysbrianlee/pandasai development by creating an account on GitHub. Oct 25, 2023 · PandasAI blog: Dev tools for AI builders. set ("your key") AttributeError: module ' pandasai' has no attribute 'api_key' Contribute to thepycoach/pandasai-tutorial development by creating an account on GitHub. 5. Contribute to aatansen/Data-Analysis-with-PandasAi-free-HuggingFace-LLMs development by creating an account on GitHub. Contribute to martinkhristi/PandasAI-Tutorials-PandasAI-with-Groq. Mar 4, 2025 · Hello - my streamlit app (which leveraged pandasai under the hood was working just three weeks ago) is now throwing an error "invalid api key". Empower yourself to delve into data, generate insights, and answer questions with ease through this self-service analytics application powered by PandasAI and OpenAI. - sinaptik-ai/pandas-ai This short project demonstrates a predictive model trained using PandasAI to forecast housing prices. Sep 25, 2024 · I'm currently working with PandasAI and I'm interested in utilizing agents for my projects. Simple APIs, zero DevOps, infinite scale. use pandasAI as an agent to query SQL database with langgraph - ReasunR/PandasAI-Langgraph-Agent Django Admin PandasAI Django Admin PandasAI is a sample project that consists of a Django application integrating PandasAI into the Django admin interface, to provide data analysis capabilities through natural language queries. . Beyond querying, PandasAI offers functionalities to visualize data through graphs, cleanse datasets by addressing missing values, and enhance data quality through feature generation, making it a comprehensive tool for data scientists and analysts. - farukalamai/Stream Dec 2, 2023 · 🚀 The feature Dear devs, great project. Through its powerful data preparation layer and intuitive natural language interface, you can May 5, 2023 · Yesterday, HuggingFace and bigcode jointly released Starcoder, a 3B parameter language model that has been fine-tuned using open source code. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. Empowering Data Scientists and Analysts: Simplifying Data Analysis with OpenAI's Pandas AI, the Generative Python Library - meeno15/PandasAI Tutorials for PandasAI . - pandas-ai/pyproject. - sinaptik-ai/pandas-ai PandasAI is a Python library that makes it easy to ask questions to your data in natural language. yml at main · sinaptik-ai/pandas-ai. Contribute to ankan-mazumdar/PandasAI development by creating an account on GitHub. 📊 Revolutionizing Data Visualization with an AI Agent This project is a powerful Streamlit application that combines standard Large Language Models (LLMs) and PandasAI to enable intuitive and intelligent data analysis and visualization. - Sinaptik-AI/pandas-ai Chat with your database or your datalake (SQL, CSV, parquet). PandasAI is designed to be used in conjunction with pandas. The Pandasai app (hereinafter referred to as "the App") is provided for informational purposes only create data visualizations using PandasAI within a Google Colab environment. api_key. 8. toml at main · sinaptik-ai/pandas-ai Jun 10, 2024 · System Info pip (24. 4 for many weeks and there used to be an argument show_code = True in the run method in pandasAI class and there was also verbose = True argument. PandasAI makes data analysis conversational using LLMs and RAG. Introducing ChatCSV Streamlit, a powerful app enhanced by LLM (Language and Learning Model) technology, enabling you to engage in interactive conversations with your CSV files. This repository showcases the application of artificial intelligence directly to the traditional Pandas library. 0) on my Windows 11 Home laptop with Python 3. PandasAI 是一个 Python 库，它为流行的数据分析和操作工具 pandas 添加了生成式 AI 功能。 它被设计为与 pandas 结合使用，而不是它的替代品。 GitHub is where people build software. I would like to know how to effectiv Mar 18, 2024 · GitHub is where people build software. PandasAI Academy es una plataforma educativa de nueva generación que revoluciona el aprendizaje de análisis de datos. The implementation is not perfect an might cause issues when having multiple concurrent users. 12, after installi ReasunR / PandasAI-Langgraph-Agent Public Notifications You must be signed in to change notification settings Fork 0 Star 0 Instructions training Instructions training is used to teach PandasAI how you expect it to respond to certain queries. PandasAI has 3 repositories available. gvls rwjfx hpmzcr kanfjy mzzf yowlia jzhn xrpkah gcrehme ymr