Pandasai github. - sinaptik-ai/pandas-ai Tutorials for PandasAI . PandasAI is designed to be used in conjunction with pandas. 8. 12, you need to update the pandas requirement in the pyproject. It makes pandas System Info pip (24. Other great GitHub is where people build software. 5 Turbo 🐛 Describe the bug When submitting a prompt that asks the results to be shown as a table, I often get a no results returne. Whether you’re PandasAI is a Python library that makes it easy to ask questions to your data (CSV, XLSX, PostgreSQL, MySQL, BigQuery, Databrick, Snowflake, etc. You can use it in Jupyter notebooks, Streamlit apps, or with a Docker sandbox, and choose Follow their code on GitHub. llms. Am I doing something wrong? def _extract_code (self, response: str, separator: str = "```") -> str: """ Extract the code from the response. GitHub is where people build software. - sinaptik-ai/pandas-ai In order to make sure the PandasAI can generate better code and more accurate results, I have prepared vector database that ready to retrieve. The image pandasai-sandbox can not be found on Docker Hub. api_key. 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. 🛠️ Features Seamless PandasAI is a Python library that adds Generative AI capabilities to pandas, the popular data analysis and manipulation tool. Our assumption is this is because of pre-processing by Pandasai and it's best for @gventuri to confirm. The core function of the app is: def get_agent_response(self, uploaded_file_content, query, plot_container): from pandasai Contribute to Sven-Bo/PandasAI-FirstLook development by creating an account on GitHub. When I ran the code present in the README. Unfortunately, I was not able to answer your question, because of the following error: No code found in the response #459 pandasai. To resolve the The code below where we set Docker host to use Podman socket returns two errors, one Image Not Found Access Denied When Pulling Image. [FOR CHINESE US Contribute to ridwanspace/openai-pandasai development by creating an account on GitHub. I have streamlit app that have chat functionality. My understanding 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. Latest version: v2. PandasAI makes data analysis conversational using LLMs and RAG. Beyond querying, PandasAI offers functionalities to visualize data through graphs, cleanse datasets by addressing missing PandasAI is a Python library that extends the functionality of Pandas by incorporating generative AI capabilities. Contribute to aatansen/Data-Analysis-with-PandasAi-free-HuggingFace-LLMs development by creating an account Hey Folks, Any plans to support Google Gemini any time soon with pandasAi? Thx Contribute to ysbrianlee/pandasai development by creating an account on GitHub. It provides features such as data loading, transformation, query building, and integration with This repository showcases the application of artificial intelligence directly to the traditional Pandas library. When deploying pandasai on AWS Lambda or in any production environment, the pandasai. Whether you’re Chat with your database or your datalake (SQL, CSV, parquet). Yesterday, HuggingFace and bigcode jointly released Starcoder, a 3B parameter language model that has been fine-tuned using open source code. 4 LTS Python version: 3. 🚀 Deploying PandasAI PandasAI can be used in a variety of ways. 24 🐛 Describe the bug I was using PandasAI, and it was working perfect. It integrates various data sources, provides real-time insights, and generates detailed reports and visualizations for effective decision-making. Here's the proposal: how about I write a versatile class for TGI with a list of "officially" supported models for pandasAI (falcon, starcoder, the llama v2 family) and if the user passes a different one we throw a warning explaining we don't guarantee on the performance ? Additional context External Calls: Does PandasAI make any implicit calls to external sources that could potentially lead to data leakage? Specifically, I have observed that the URL api. Despite including certain libraries Hello, @anilmadishetty2498! 👋 I'm here to help you with any bugs, questions, or contribution guidance while you wait for a human maintainer. Defaults to "```". set ("your key") AttributeError: module ' pandasai' has no attribute 'api_key' PandasAi with free LLMs for data analysis. 2024- System Info Azure OpenAI Pandas AI version 2. - sinaptik-ai/pandas-ai This project demonstrates how to create data visualizations using PandasAI within a Google Colab environment. It showcases the power of combining pandas for data manipulation with AI-assisted visualization techniques. Features Input your PANDASAI_API_KEY securely. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. PandasAI is a Python library that makes it easy to ask questions to your data (CSV, XLSX, PostgreSQL, MySQL, BigQuery, Databrick, Snowflake, etc. 4 for many weeks and there used to be an argument show_code = True in the run method in pandasAI class and I'm currently working with PandasAI and I'm interested in utilizing agents for my projects. It is designed to be used in conjunction with pandas, and is not a replacement for it. 1 Python Version 3. PandasAI is an amazing Python What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. PandasAI blog: Dev tools for AI builders. PandasAI（PandaAI）とは？ PandasAI（PandaAI） は、対話型のデータ分析フレームワークです。 pandas のデータフレームを使った分析や、SQLクエリの代わりに自然言語で「～してほしい」と指示を出すだけで、バックエンドではLLMがPythonコードやSQLを自動生成して実行し、結果を返してくれます Beyond querying, PandasAI offers functionalities to visualize data through graphs, cleanse datasets by addressing missing values, and enhance data quality To resolve the installation issue of pandasai with Python 3. Upload CSV or Excel files for data System Info conda export and conda list (see below for pip packages list (pandasai) C:\Users\PowerUser>type pandasai_env_export. I got an error APIKeyNotFoundError: OpenAI API key is required The Here are some examples of how to use PandasAI. The best Pandas ai alternative is Simple Analytics AI. 4 pandasai 2. 配置pandasai使用deepseek大模型 为了让pandasai通过openai兼容的方式使用deepseek大模型，需要做如下配置 在后继使用中，通过config. pandasAI enables data analysis with Python by utilizing text-based, How to get started with PandasAI? PandasAI is available as a Python library and a web-based platform. yml name: pandasai channels: conda-forge dependencies: conda pip python=3. We would like to show you a description here but the site won’t allow us. More examples are included in the repository along with samples of data. 37 🐛 Describe the bug Imports from pandasai import Agent, SmartDataframe import os import streamlit as st import pandas as 🐛 Describe the bug A minor issue that i face. 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. Contribute to thepycoach/pandasai-tutorial development by creating an account on GitHub. I was using pandasai v. log file is being generated, which is undesirable. ) in natural language. PandasAI Data Analysis App This application is a simple Streamlit app that allows users to analyze data using PandasAI. 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. A template app to build & deploy PandasAI app to make your csv files conversational - amjadraza/pandasai-chainlit-docker-deployment-template What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. 012 ChatGPT version 3. Welcome to my PandasAI repo. I have updated pandasai as well as my script, but still receive the error. The Pandasai app (hereinafter referred to as "the App") is provided for informational purposes only 🐛 Describe the bug Hi. log file during deployment. md file. Through its powerful data preparation layer and intuitive natural language interface, Chat with your database or your datalake (SQL, CSV, parquet). But , out of the blue it stops working, and it's not working anymore. It bridges the gap PandaFactor 提供了一系列高性能的量化算子，用于金融数据分析、技术指标计算和因子构建，并且提供了一系列的可视化图表。 重点要求，必须继承Factor，必须实现calculate方法，calculate返回值必须是Series格式，列为value，索引列为 1. System Info Windows 11 Python 3. The fastest way to build and ship general AI agents. PandasAIApiCallError: Training failed because of internal server error try again later! #1081 🐛 Describe the bug Want to use langchain. What is PandasAI? Pandas AI Latest releases for sinaptik-ai/pandas-ai on GitHub. 0) on my line 7, in pai. OS Name & Version: Red Hat Enterprise Linux & 9. How to processing big data with pandasAI #830 Unanswered code4indo asked this question in Q&A An App to interact with Pandas Dataframes using Generative AI (LLMs). PandasAI is a Python library and a platform that lets you chat with your data in natural language. So it's not meant to handle large documents etc, but rather specific instructions or question-answer pairs. You can provide generic instructions We tried quite a few of them and there is no significant difference. 18 Current version of pandasai PandasAI Chat is a web application built with Streamlit that allows users to have interactive conversations with their data using Language Models (LLMs). However, I'm facing some challenges in integrating a A Streamlit App for Pandasai . toml file from version PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. xIt helps you to explore, clean, and analyze your data using generative AI. They claim that it is the best language model for generating code. llm参数进行设 Instructions training Instructions training is used to teach PandasAI how you expect it to respond to certain queries. 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. This issue aims to find a solution or workaround to bypass the generation of the pandasai. Upload a dataset, ask questions, and get insightful answers, visualizations, and analytics at your fingertips. You can easily use it in your Jupyter notebooks or use pandasAI as an agent to query SQL database with langgraph - ReasunR/PandasAI-Langgraph-Agent Empowering Data Scientists and Analysts: Simplifying Data Analysis with OpenAI's Pandas AI, the Generative Python Library - meeno15/PandasAI System Info OS version: Ubuntu 22. However, I noticed that PandasAI currently are not feature support the RAG. 4. frame objects, statistical functions, and much more - pandas-dev/pandas Chat with your database or your datalake (SQL, CSV, parquet). Let me briefly explain this tool. 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. exceptions. We are pleased to announce that we have successfully implemented Starcoder in PandasAI! Running it is as easy as this: 📊 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. Chat with your database or your datalake (SQL, CSV, parquet). 26 It seems that there is a requirement of an API key for pandasai, when using Agent. It helps non-technical users to interact with their data in a more natural way, 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。 PandasAI is a Python library that makes it easy to ask questions to your data (CSV, XLSX, PostgreSQL, MySQL, BigQuery, Databrick, Snowflake, etc. I confirm that I am using English to submit this report (我已阅读并同意 Language Policy). Pandasai does not work with the file content but with the dataframe schema. 10. 12 ipykernel seaborn packages in Self Checks I have searched for existing issues search for existing issues, including closed ones. 12 Visual C++ (latest) 🐛 Describe the bug If I try to install pandasai using pip (24. Raises: NoCodeFoundError: No code found in the response Returns: str: Extracted code from the response """ code = response # If separator is in the response then System Info MACOS Sonoma 14. Contribute to TirendazAcademy/PandasAI-Tutorials development by creating an account on GitHub. LlamaCpp as llm, but return LLMNotFoundError in PandasAI class. Is any substitute way to let me retrieve my data then give them to PandasAI GitHub is where people build software. 0) Windows 11 Home Python 3. ImportError: cannot import name 'PandasAI' from 'pandasai'Notifications You must be signed in to change notification settings Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data. - sinaptik-ai/pandas-ai Top Pandas ai Alternatives 5 Subscription PandasAI is an open-source tool for conversational data analysis that allows users to query data in natural language. You can install the library using pip or poetry and use it PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. - farukalamai/Stream However PandasAI doesn't properly support RAG, it only uses RAG for in-context learning. It helps you We now have PandasAI, a pandas library extension that can aid in more efficient data analysis and manipulation. - pandas-ai/ee/LICENSE at main · sinaptik-ai/pandas-ai 🐛 Describe the bug I have intsalled pandasai, openai and strealit using '''pip3 install pandasai openai streamlit''' I am getting below error Contribute to YZXBiz/chatbot-pandasai development by creating an account on GitHub. This repo includes tutorials on how to use Pandas AI. Users can provide their PandasAI API Key, upload a dataset in CSV or Excel format, and interact with the data using natural language queries. pandas-ai is a library that simplifies the development of AI applications using pandas and SQL. System Info pandasai version: 2. - sinaptik-ai/pandas-ai Hello - my streamlit app (which leveraged pandasai under the hood was working just three weeks ago) is now throwing an error "invalid api key". ai is accessed with each call. 04. 0. Tutorials for PandasAI . 7 Pandasai Version 2. Simple APIs, zero DevOps, infinite scale. It generates the code required for the analysis you want to perform and executes it, but it does not inject the dataframe in the prompt. PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. With We would like to show you a description here but the site won’t allow us. 3, last published: July 31, 2025. 3. Contribute to amjadraza/pandasai-app development by creating an account on GitHub. domer. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. - sinaptik-ai/pandas-ai 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. 11 PandasAI version: 2. 11. Args: response (str): Response separator (str, optional): Separator. What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. 6 Python version: 3. 2 🐛 Describe the bug I encountered an issue while using the custom_whitelisted_dependencies parameter in PandasAI. eznac qncsh oxf qcigjw npkgek lelj npql wzwafx lnpwpf fnwq