Github pandasai. 5 / 4, Anthropic, VertexAI) and RAG.

• Github pandasai. - sinaptik-ai/pandas-ai Oct 7, 2024 · To resolve the installation issue of pandasai with Python 3. PandasAI is an amazing Python library that allows you to talk to your data. Jul 23, 2025 · We now have PandasAI, a pandas library extension that can aid in more efficient data analysis and manipulation. I can assist you in solving bugs, answering questions, and becoming a contributor. 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. 12, after installi Working on #PandasAI. This platform is designed to be user-friendly and accessible, empowering both beginners and experienced data analysts to work with data more efficiently. The This is a demo app for a RAG system that answers questions about Pandas documentation powered by LangGraph and LangChain. The implementation is not perfect an might cause issues when having multiple concurrent users. 1. PandasAI 3. Notifications You must be signed in to change notification settings Fork 2 Storage for experiments on Google Colab. 0, as this update seems to interfere with the functionality of our GitHub is where people build software. This documentation reflects the latest features and functionality, which may evolve before the final release. Mar 18, 2024 · GitHub is where people build software. Oct 28, 2024 · Hi Team, following is the code I have written to connect pandasai with gemini import os from dotenv import load_dotenv import pandas as pd from pandasai import Agent from pandasai import SmartDatal Explore the GitHub Discussions forum for sinaptik-ai pandas-ai. 14 in python3. llm. TirendazAcademy has 60 repositories available. - sinaptik-ai/pandas-ai Nov 28, 2024 · The requests library, which PandasAI uses for API requests, does not natively support asynchronous operations [1]. It is designed to be used in conjunction with pandas, and is not a replacement for it. exceptions. I would like to know how to effectiv using llama 3 with PandasAI and ollama locally. json file. 8. It helps you to explore, clean, and analyze your data using generative AI. Upload CSV or Excel files for data Quantization LLM with LLM to analysis CSV data. Not able to Chat #1575 Dec 19, 2024 · The override_config in pandasai/config. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. - farukalamai/Stream RROR:pandasai. Follow their code on GitHub. Beyond querying, PandasAI offers functionalities to Dev tools for AI builders. PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. We would like to show you a description here but the site won’t allow us. - sinaptik-ai/pandas-ai PandasAI 🐼 PandasAI is a Python library that adds Generative AI capabilities to pandas, the popular data analysis and manipulation tool. May 5, 2023 · Yesterday, HuggingFace and bigcode jointly released Starcoder, a 3B parameter language model that has been fine-tuned using open source code. This project is a simple web application for data analysis using Streamlit and PandasAI, integrating the Meta Llama 3 language model via Ollama. This beginner-friendly guide equips you with the tools and knowledge to transform raw data into actionable intelligence. 0b2" I chose version based on the Getting Started page, 🐛 Describe the bug Would love to try out pandasai, but cannot get it to work Instructions training Instructions training is used to teach PandasAI how you expect it to respond to certain queries. - sinaptik-ai/pandas-ai Tutorials for PandasAI . Dec 2, 2023 · 🚀 The feature Dear devs, great project. Jan 16, 2025 · System Info OS version: Ubuntu 22. We are pleased to announce that we have successfully implemented Starcoder in PandasAI! Running it is as easy as this: We would like to show you a description here but the site won’t allow us. You can use it to ask questions to your data, generate graphs and charts, cleanse datasets, and enhance data quality through feature generation. While this A Streamlit App for Pandasai . - itsmarmot/ PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. Discuss code, ask questions & collaborate with the developer community. Let me briefly explain this tool. I use pandasai in combination with llama3 to perform natural language searches. Upload a dataset, ask questions, and get insightful answers, visualizations, and analytics at your fingertips. Contribute to 27huda/PandasAI-Demo development by creating an account on GitHub. The library can be used alongside our panDaSai has 6 repositories available. What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. PandasAi with free LLMs for data analysis. 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. json file or the override_config, the code defaults to using BambooLLM. Notes Updated to pandasai==1. Empower yourself to delve into data, generate insights, and answer questions with ease through this self-service analytics application powered by PandasAI and OpenAI. Is any substitute way to let me retrieve my data then give them to PandasAI Dec 8, 2024 · Hey @YBlood134! I'm here to help you with PandasAI. Contribute to jonbaer/googlecolab development by creating an account on GitHub. 12 Visual C++ (latest) 🐛 Describe the bug If I try to install pandasai using pip (24. Pandas AI is a Python library that adds generative artificial intelligence capabilities to Pandas, the popular data analysis and manipulation tool - HristiyanIvanovski/PandasAI Contribute to ysbrianlee/pandasai development by creating an account on GitHub. Envision having the ability to engage A Data Analysis Agent using PandasAI. yml at main · sinaptik-ai/pandas-ai GitHub is where people build software. py is used to provide a mechanism to override the default configuration loaded from the pandasai. 3 to at least 2. Developed in Python, this chatbot enables interaction with CSV files to provide intelligent resp Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). Contribute to thepycoach/pandasai-tutorial development by creating an account on GitHub. 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. 4 LTS 🐛 Describe the bug Hi everyone, I'm encountering an issue while using PandasAI to generate and execute some code. What is PandasAI? Pandas AI is an extension to the pandas library using OpenAI's generative AI models. Jan 21, 2024 · Code execution in pandasai Critical severity GitHub Reviewed Published on Jan 21, 2024 to the GitHub Advisory Database • Updated on Feb 6, 2024 Vulnerability details Dependabot alerts 0 What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. 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. xIt helps you to explore, clean, and analyze your data using generative AI. 2 🐛 Describe the bug I encountered an issue while using the custom_whitelisted_dependencies parameter in PandasAI. yml name: pandasai channels: conda-forge dependencies: conda pip python=3. 0 Ubuntu 22. - sinaptik-ai/pandas-ai We would like to show you a description here but the site won’t allow us. Apr 9, 2025 · line 7, in pai. ipynb 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. logger:Pipeline failed on step 3: Error code: 400 #1707 Dec 10, 2024 · System Info conda export and conda list (see below for pip packages list (pandasai) C:\Users\PowerUser>type pandasai_env_export. Jan 31, 2025 · PandasAI not working with LLM from HuggingFace via HuggingFaceTextGen method. This app is built using gradio as the front end and pandasai as a higher-level Python wrapper to make dataframes conversational. gui-pandas-ai provides an easy web gui interface to access ChatGPT directly along with provision for several key data analysis utilities. An intuitive Streamlit interface for PandasAI, enabling AI-powered data analysis and visualization. 10 python version: 3. It showcases the power of combining pandas for data manipulation with AI-assisted visualization techniques. #1407 Get started with PandasAI by installing it and using the SmartDataframe class. It bridges the gap Contribute to thepycoach/pandasai-tutorial development by creating an account on GitHub. PandasAI makes data analysis conversational using LLMs (GPT 3. Local API: `# Example: reuse your existing Open Oct 24, 2024 · Additional guidance on configuring the pandasai. It allows you to generate insights from your dataframe using just a text prompt. - sinaptik-ai/pandas-ai PandasAI is a Python library that makes it easy to ask questions to your data (CSV, XLSX, PostgreSQL, MySQL, BigQuery, Databrick, Snowflake, etc. The PandasAI Platform is a revolutionary tool that leverages the capabilities of the Pandas library and artificial intelligence techniques to streamline and automate data analysis and manipulation tasks. helpers. - sinaptik-ai/pandas-ai Chat with your dataset! This project demonstrates a web-based application to query a dataset through natural language. My understanding is that this api key should only be required for enterprise Jul 10, 2024 · System Info pandasai version: 2. gventuri has 19 repositories available. 4 LTS Python version: 3. Contribute to Rimsha10/Data-Analysis-Agent---PandasAI development by creating an account on GitHub. With the power of the PandasAI library, you can effortlessly explore and gain insights from your datasets by engaging in a natural language Jul 5, 2024 · 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。 An App to interact with Pandas Dataframes using Generative AI (LLMs). Contribute to amjadraza/pandasai-app development by creating an account on GitHub. Aug 18, 2023 · I was using pandasai v. 0) Windows 11 Home Python 3. 🛠️ Features Seamless Integration with 3 days ago · Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). Despite including certain libraries AI-Excel 数据处理与分析 是一个开源项目，旨在帮助用户通过自然语言轻松处理和分析 Excel 数据。该项目基于 DeepSeek 提供的免费接口(国内非官方，比如阿里云，华为等)，结合 PandasAI 库，支持对 Excel 文件（CSV 和 XLSX 格式）的 Chat with your database or your datalake (SQL, CSV, parquet). json file in the LLM setup process. Features Input your PANDASAI_API_KEY securely. 04. Charts are stored as temp_chart. 12, you need to update the pandas requirement in the pyproject. To integrate asynchronous operations, you would need to modify the codebase to use an asynchronous HTTP client, such as httpx or aiohttp, and refactor the API call handling to support async/await syntax. However, I noticed that PandasAI currently are not feature support the RAG. 11 PandasAI version: 2. local_llm import LocalLLM, you need to ensure that you are importing the OpenAI class from the correct module within the pandasai package. - sinaptik-ai/pandas-ai Mar 29, 2024 · System Info pandasai version: 2. 0 is currently in beta. Jun 10, 2024 · System Info pip (24. Welcome to my PandasAI repo. set ("your key") AttributeError: module ' pandasai' has no attribute 'api_key' Pandasai Chatbot is a sophisticated conversational agent built with pandasAI and LLaMA 3 via Ollama. Users can provide their PandasAI API Key, upload a dataset in CSV or Excel format, and interact with the data using natural language queries. PandasAIApiCallError: Training failed because of internal server error try again later! #1081 Aug 28, 2024 · System Info pandas 2. toml at main · sinaptik-ai/pandas-ai Chat with your database or your datalake (SQL, CSV, parquet). 5. Latest version: v2. However, during the ex Mar 3, 2024 · Ollama API with pandasai always gets Incorrect Answers or Errors Occurring #989 Closed octadion opened on Mar 3, 2024 Contribute to BachNgoH/PandasAI_UI development by creating an account on GitHub. Contribute to martinkhristi/PandasAI-Tutorials-PandasAI-with-Groq. 📊 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. Contribute to aatansen/Data-Analysis-with-PandasAi-free-HuggingFace-LLMs development by creating an account on GitHub. 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. 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. The fastest way to build and ship General AI Agents. show_code = True showed really the line of code generated and verbose show more things ( I don't quite remember anymore). 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. PandasAI can be used in a variety of ways. 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". More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. - 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. Contribute to TirendazAcademy/PandasAI-Tutorials development by creating an account on GitHub. 5 / 4, Anthropic, VertexAI) and RAG. Empowering Data Scientists and Analysts: Simplifying Data Analysis with OpenAI's Pandas AI, the Generative Python Library - meeno15/PandasAI Tutorials for PandasAI . 26 It seems that there is a requirement of an API key for pandasai, when using Agent. Contribute to ridwanspace/openai-pandasai development by creating an account on GitHub. Mar 11, 2025 · Latest releases for sinaptik-ai/pandas-ai on GitHub. . use pandasAI as an agent to query SQL database with langgraph - ReasunR/PandasAI-Langgraph-Agent System Info OS version: any Python version: any pandasai: any 🐛 Describe the bug Our current setup is facing issues when attempting to upgrade to pandas versions beyond 2. 11. Let's tackle this issue together! I found two similar open issues that might help you resolve the problem with PandasAI not using the training data: Pandas Agent unable to use the trained data: This issue suggests ensuring that your PandasAI API key is Apr 1, 2024 · pandasai. - sinaptik-ai/pandas-ai Chat with your database or your datalake (SQL, CSV, parquet). Contribute to mdwoicke/Agent-Ollama-PandasAI development by creating an account on GitHub. System Info conda create --name pandasai python=3. This repo includes tutorials on how to use Pandas AI. 3 days ago · PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. Would be awesome if we could add support for LM Studio and the local server API given the rise in popularity. - sinaptik-ai/pandas-ai AI Research Engineer | Founder, PhD. png and now they are loaded from there. You can find the full documentation for PandasAI Data Analysis App This application is a simple Streamlit app that allows users to analyze data using PandasAI. Chat with your database or your datalake (SQL, CSV, parquet). 3, last published: July 31, 2025. Through its powerful data preparation layer and intuitive natural language interface, you can A chat that integratest pandasai data analysis ! Contribute to bnznamco/pandasai-chat development by creating an account on GitHub. 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. ) in natural language. Sep 25, 2024 · I'm currently working with PandasAI and I'm interested in utilizing agents for my projects. However, I'm facing some challenges in integrating a local LLM instead of relying on the default Bamboo LLM. 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. Through its powerful data preparation layer and intuitive natural language interface, you can Chat with your database or your datalake (SQL, CSV, parquet). If the "llm" variable is not specified in either the pandasai. - sinaptik-ai/pandas-ai Jun 11, 2025 · Contribute to Nguyenkiettuan1/pandasAi development by creating an account on GitHub. Contribute to hhy-joseph/Pandasai_Llama2 development by creating an account on GitHub. PandasAI Chat is a web application built with Streamlit that allows users to have interactive conversations with their data using Language Models (LLMs). To resolve the ImportError: cannot import name 'OpenAI' from 'openai' when running the code from pandasai. They claim that it is the best language model for generating code. 3. I have updated pandasai as well as my script, but still receive the error. PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. GitHub is where people build software. 0) on my Windows 11 Home laptop with Python 3. The PandasAI library provides a Python interface for interacting with your data in natural language. - Sinaptik-AI/pandas-ai Chat with your database or your datalake (SQL, CSV, parquet). 2. . 0. api_key. 4. 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. toml file from version 1. This repository showcases the application of artificial intelligence directly to the traditional Pandas library. 3 🐛 Describe the bug import os import pandas as pd from pandasai import Agent from dotenv import load_dotenv from pandasai import SmartData Jan 28, 2024 · In order to make sure the PandasAI can generate better code and more accurate results, I have prepared vector database that ready to retrieve. - GitHub - alagesh07/LLM-DataVisualization use pandasAI as an agent to query SQL database with langgraph - ReasunR/PandasAI-Langgraph-Agent Chat with your database or your datalake (SQL, CSV, parquet). - pandas-ai/pyproject. - pandas-ai/docker-compose. 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. Jan 21, 2024 · Code execution in pandasai Critical severity GitHub Reviewed Published on Jan 21, 2024 to the GitHub Advisory Database • Updated on Feb 6, 2024 Vulnerability details Dependabot alerts 0 Mar 18, 2024 · GitHub is where people build software. Simple APIs, zero DevOps, infinite scale. 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. PandasAI makes data analysis conversational using LLMs and RAG. pandasAI enables data analysis with Python by utilizing text-based, human-like conve PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. Tutorials for PandasAI . Users can upload CSV or XLSX files and interact with Dec 12, 2023 · @gventuri Is there a way to connect pandasai with LLM in our local machine completely offline? And is there is way to serve the local LLM in a server such that anyone can access it? Aug 31, 2024 · Hello, @anilmadishetty2498! 👋 I'm here to help you with any bugs, questions, or contribution guidance while you wait for a human maintainer. 12 ipykernel seaborn packages in PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. 11 conda activate pandasai pip install "pandasai>=3. kqqee biyhzsu qbiwob nzz rrey ugtua jpp ocpa dwmaa oqxc