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Pandaai github. User can configure their choice of Platform for backend.
Pandaai github. PandasAI is a Python library that adds Generative AI capabilities to pandas, the popular data analysis and manipulation tool. PandaAI 是智能数据分析平台,基于自然语言处理技术,将复杂的数据分析变得简单高效。用户通过对话式界面,直接用自然语言提问,PandaAI 能快速生成可视化仪表板、提供数据分析洞察,支持多数据源集成。 什么是Pandas ai? PandasAI是一个基于Python的库,PandasAI将将该库依赖到自己项目中,只需几行代码,轻松实现数据读取,并能通过对话方式向数据进行提问,对于那些可能不熟悉SQL或Python 编程 的人来说就很方便了。 Pandasai使用户能够通过自然语言查询执行复杂的分析任务和数据操作。比如查询数据 May 31, 2025 · Explore how Pandas-ai leverages Azure OpenAI for enhanced data analysis and machine learning capabilities. . ai, it will evolve and grow, learning from your conversations, web browsing behaviour, social media activity, music preferences, and even your We would like to show you a description here but the site won’t allow us. PandasAI PandasAI is a Python library that makes it easy to ask questions to your data (CSV, XLSX, PostgreSQL, MySQL, BigQuery, Databrick, Snowflake, etc. pandasai made available openai, HuggingFace and Azure APIs for Generative AI capabilities. It is designed to be used in conjunction with pandas, and is not a replacement for it. No-code ETL and data pipelines with AI and NLP. May 14, 2024 · GitHub - ollama/ollama: Get up and running with Llama 3, Mistral, Gemma, and other large language… Get up and running with Llama 3, Mistral, Gemma, and other large language models. Contribute to gawasa29/pandaai development by creating an account on GitHub. Designed to enrich your community's interaction, PandaAI can engage in real-time conversations, answer questions, and provide helpful responses based on the context of the chat. Contribute to mdwoicke/Agent-Ollama-PandasAI development by creating an account on GitHub. Pandas AI helps performing tasks involving pandas library without explicitly 2. With a remarkable win rate of 72% in competitive evaluations, Red Panda AI is designed to provide users with an exceptional image generation Chat with your database or your datalake (SQL, CSV, parquet). PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. This repo is the home for all comma. Through its powerful data preparation layer and intuitive natural language interface, you can May 7, 2024 · PandasAI Pandas AI is a Python library that makes it easy to ask questions to your data (CSV, XLSX, PostgreSQL, MySQL, Big Query, Databrick, Snowflake, etc. For more control, though, you can define explicit column schemas: 🐼 panda. By leveraging AI, Pandas AI Red Panda AI is a state-of-the-art text-to-image model that excels in generating high-quality images from textual prompts. Contribute to MrpandaAI/PandaAI development by creating an account on GitHub. Contribute to mljar/enrichment development by creating an account on GitHub. Some of the hardware is fully open source and published here, and the rest is an archive of past hardware sold on the comma shop. Full control over your experience while we handle the complexity. Start building smart apps with file system, web browsing, and event streaming support. Pandas-AI is a Python library that uses a generative AI model to interpret natural language queries and translate them into Python code to interact with pandas data frames and return the final results to the user. It helps you 介绍 PandaFactor 是 PandaAI 量化因子库,旨在为金融量化分析提供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,并支持可视化展示。项目支持两种因子编写方式:Python方式和公式方式,满足不同用户需求。项目内置近五年基础数据,并支持多数据源的自动更新。 该项目将 AIGC 和数据分析相结合,让用户可以通过自然语言向自己的数据进行提问,并获得相应的回答。首先,需要将数据以 pandas 的方式进行导入,然后配置好 OpenAI TOKEN 就可以开始通过对话和绘制图表等方式与数据进行交互,而无需编写代码。 May 4, 2023 · Imagine being able to talk to your data like it’s your best friend. Contribute to commaai/panda development by creating an account on GitHub. 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。 PandaAGI provides a simple, intuitive API for building general AI agents in just a few lines of code - sinaptik-ai/panda-agi GitHub is where people build software. ipynb development by creating an account on GitHub. Oct 7, 2024 · @AnasShahid @SebG-js we are working on version 3. gui-pandas-ai provides an easy web gui interface to access ChatGPT directly along with provision for several key data analysis utilities. Through its powerful data preparation layer and intuitive natural language interface, you can A toy implementation of YOLOv8 panda detection. PandasAi with free LLMs for data analysis. More examples are included in the repository along with samples of data. Fully customizable and endlessly adaptable, it empowers you to conquer any scenario with ease! We have integrated some very good professional quantitative trading strategies for users to choose from( grid). Contribute to ezzye/pandaai development by creating an account on GitHub. Panda AI Trade 个人量化 「开源一站式交易助手」 共同打造量化超级个体生态 数据一年增量 8,000,000,000+条 使用用户 10,000+ 库内数据总数 42,760,082,425条 稳定运行 315天 Panda AI致力于打造全球领先的量化交易AI智能体平台,致力于低门槛量化研究; PandaAI is a Discord bot that integrates the power of OpenAI's GPT models to bring intelligent conversational capabilities directly to your Discord server. It has powerful and easy-to-use data structures that let… Sep 17, 2024 · 自然言語で分析できるPandasAIライブラリの使い方 今回は、自然言語でデータ分析できるPandasAIライブラリの使い方を整理してみましたので、ご紹介します。 PandaAIとは? PandasAIは、自然言語でデータに質問することを容易にするPythonプラットフォームです。これは、技術者以外のユーザーがより Jun 11, 2025 · Learn to build general AI agents using PandaAGI SDK. com and signed with GitHub’s verified signature. | Restackio Apr 15, 2025 · Explore how to integrate Run AI with Pandas-ai for enhanced data analysis and machine learning workflows. Thus, Pandas AI brings several benefits to the table: Simplified Data Analysis: With Pandas AI, data May 6, 2025 · PandaAI empowers you to focus on the bigger picture – extracting insights from your data and building amazing applications. Through its powerful data preparation layer and intuitive natural language interface, you can PandaGPT is a general-purpose instruction-following model that can both see and hear. 12, after installi Redpanda is the most complete, Apache Kafka®-compatible streaming data platform, designed from the ground up to be lighter, faster, and simpler to operate. Nov 20, 2023 · PandasAI是一个给pandas加持了大模型能力的Python库,可以提升你的数据分析和处理能力。 本教程包含两部分: 第一部分对PandasAI的功能进行介绍第二部分对源码进行解析, 了解PandasAI是如何具体实现这些炫酷的功能… Contribute to MrpandaAI/PandaAI development by creating an account on GitHub. chat_models import ChatGroq llm = ChatGroq( model_name="mixtral-8x7b-32768", api_key = os. Contribute to Saffr0n1/PandaAI development by creating an account on GitHub. This blog post dives into building an application that empowers local data exploration with the power of PandasAI and Llama 3. Contribute to kevinmama/PandaAI development by creating an account on GitHub. Tutorials for PandasAI . Kudos to them. It is ideal for business analysts, data science learners, and teams seeking rapid, data-driven insights. Free from ZooKeeper™ and JVMs, it prioritizes an end-to-end developer experience with a huge ecosystem of connectors, configurable tiered storage, and more. While the world debates whether AGI has arrived, we're taking a different approach—one that's pragmatic, immediate, and revolutionary. 5 / 4, Anthropic, VertexAI) and RAG. Chat with your database or your datalake (SQL, CSV, parquet). code powering the comma. Our pilot experiments show that PandaGPT can perform complex tasks such as detailed image description generation, writing stories inspired by videos, and answering questions about audios. 0! An App to interact with Pandas Dataframes using Generative AI (LLMs). For production applications, consider using environment variables, a . Feb 29, 2024 · PandasAI blog: Dev tools for AI builders. We would like to show you a description here but the site won’t allow us. Official GitHub Repository — https://github What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. The output of the generated code is returned. env file with python-dotenv, or a secure configuration manager like AWS Secrets Manager or HashiCorp Vault. Contribute to DataScientistTX/pandas-ai-streamlit development by creating an account on GitHub. This app is built using streamlit as front end and using pandasai a higher level python wrapper to make dataframes conversational. Simple APIs, zero DevOps, infinite scale. The PandaAI Platform is a versatile powerhouse, supporting text, images, videos, and all sorts of files, while seamlessly adapting to any role—be it a college advisor, customer support guru, technical expert, or even a trusty notetaker. A streamlit interface for pandas-ai. PandasAI makes data analysis conversational using LLMs (GPT 3. ai is an artificial intelligence personal assistant designed to learn from you and adapt to your unique needs. Define the structure of your dataset PandaAI Pills - #2 Your first data layer Watch on By default, the column will be inferred from the data. About This repository contains an AI-powered interactive dashboard designed for Superstore sales data with Streamlit, Plotly, and Pandas, the dashboard empowers users to gain insights from their data visually, without needing to write any code. - torshind/pandas-chat GitHub is where pandas-ai builds software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. This tool boosts pandas capabilities, allowing for complex analytics tasks, data manipulation, and more. Empowering Data Scientists and Analysts: Simplifying Data Analysis with OpenAI's Pandas AI, the Generative Python Library - meeno15/PandasAI Jun 19, 2025 · Contribute to PandaAI-Tech/panda_quantflow development by creating an account on GitHub. This guide will help you get started with PandaAGI in two ways: using the ready-made chat interface for immediate results or integrating the SDK in your Python code for custom applications. Jun 14, 2023 · PandasAI是增强Pandas的Python库,集成生成式AI功能,支持复杂数据查询和可视化,兼容OpenAI和HuggingFace模型,需API密钥,注重隐私保护,提供丰富示例与扩展可能。 Contribute to PandaAI-Tech/panda_factor development by creating an account on GitHub. 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. GitHub is where PandaAI builds software. Contribute to yuanzhongqiao/pandas-ai-cn development by creating an PandaAI-Tech has 2 repositories available. Unfortunately ibm-watsonx-ai is not the only blocker we are aware of. Feb 18, 2024 · 大侠幸会幸会[抱拳],在下全网同名 算法金 0基础跨行转AI并成功上岸,多个算法赛Top 正在挑战日更万日,让更多人享受智能乐趣 00 库介绍 在这个数据驱动的时代,无论是数据分析师、科研人员还是普通编程爱好者,都… Mar 11, 2025 · This Streamlit application is designed to act as a Pandas Data Analyst AI Copilot, allowing users to upload CSV or Excel files, ask questions about the data, and receive either data tables or interactive visualizations in response. PandasAI Chat is a web application built with Streamlit that allows users to have interactive conversations with their data using Language Models (LLMs). That’s what Pandas AI does! This Python library has generative… Complete installation guide for PandaAGI SDKSetting the API key this way only persists for the current Python process. May 8, 2024 · Data analysis doesn’t always require complex setups . GitHub is where people build software. 正如我们之前所强调的——任何任务都能拆解为清晰可控的工作流,因此我们将进一步把机器学习相关工作流应用到量化分析场景中。 在下面连接中可以看到关于PandaAI工作流的详细介绍和多因子模 Tutorials for PandasAI . A factorio mod adding AI players. Below is a breakdown of the key components and functionality of the Take advantage of the LangChain create_pandas_dataframe_agent API to use Vertex AI Generative AI in Google Cloud to answer English-language questions about Pandas dataframes. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. Mar 18, 2024 · 该项目从开源到迄今为止, GitHub Star 数达到了 5600+,而且还在实时更新之中,也有许多贡献者加入到该项目的开发与维护中,想必使用的人也不在少数。 PandaAI is local AI tools for my work. One such tool that uses the power of ChatGPT to ease data manipulation task in Python is PandasAI. Get started with PandasAI by installing it and using the SmartDataframe class. 0) Windows 11 Home Python 3. 3, last published: July 31, 2025 A toy implementation of YOLOv8 panda detection. 与您的数据聊天(CSV、pandas、polars 等)。PandasAI 让数据分析变得对话式. It helps you to explore, clean, and analyze your data using generative AI. 0) on my Windows 11 Home laptop with Python 3. Contribute to straussmaximilian/pandas-ai-streamlit development by creating an account on GitHub. Jun 4, 2025 · The dawn of a new era We stand at an inflection point in artificial intelligence. - ollama/ollama Contribute to PandaAI/Trend development by creating an account on GitHub. Through its powerful data preparation layer and intuitive natural language interface, you can Contribute to jonsen99/Quant_python_src_panda_quantflow development by creating an account on GitHub. Training is as easy as calling the train method on the Agent. With the power of the PandasAI library, you can effortlessly explore and gain insights from your datasets by engaging in a natural language Contribute to PandaAI-Tech/panda_factor development by creating an account on GitHub. PandaAi #297 Aakidul started this conversation in Show and tell Aakidul on Feb 10, 2024 Pandas AI is a Python library that adds generative artificial intelligence capabilities to Pandas, the popular data analysis and manipulation tool - HristiyanIvanovski/PandasAI No-code ETL and data pipelines with AI and NLP. It simplifies complex data manipulation processes, making it easier for both beginners and experienced data scientists to interact with data without writing detailed code. The fastest way to build and ship General AI Agents. Latest version: v2. The fastest way to build and ship general AI agents. Mar 11, 2025 · Latest releases for sinaptik-ai/pandas-ai on GitHub. 6 Canada 7 Australia 1 United Kingdom 3 Germany 0 United States Name: country, dtype Contribute to astupidbird/PandaAI development by creating an account on GitHub. 3. - PandaAI/PandaAiquant 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. Data enrichment with AI for pandas DataFrame. User can configure their choice of Platform for backend. Chat with your dataset! This project demonstrates a web-based application to query a dataset through natural language. Stay tuned, some exciting features are coming, and we are putting all our effort working on version 3. People This organization has no public members. It's also incredibly user-friendly, making data analysis accessible to a wider range of team members, even those without extensive programming experience. Through its powerful data preparation layer and intuitive natural language interface, you can May 16, 2023 · source Isn’t it stunning! The Pandas AI Project Pandas AI is very new, and the team are still looking at ways to improve the library. With this utility APP one can perform all end-to-end data analysis simply with text-based input Welcome to my PandasAI repo. Today, we introduce Agentic General Intelligence and announce PandaAGI, the first API designed to unlock the true potential of intelligent agents. ) in natural language. Jul 23, 2025 · Your All-in-One Learning Portal: GeeksforGeeks is a comprehensive educational platform that empowers learners across domains-spanning computer science and programming, school education, upskilling, commerce, software tools, competitive exams, and more. gui-pandas-ai is a simple, ease-to-use Python UI Wrapper built to use PandasAI as naively and intuitively as possible. Contribute to sinaptik-ai/panda-etl development by creating an account on GitHub. AI driven application for students. com/PandaAI-Tec… 🌟 项目介绍: PandaAI 是一个专注于 A股市场 的因子研究平台,支持行业主流的选股因子如 动量、反转、成长、价值、技术面、基本面 等,数据底层对接 TuShare Pro,使用非常丝滑。 🔧 适用场景: Jun 15, 2023 · 可以在它的Github地址上找到具体的操作方法,这里只做一个演示。 首先通过pip安装Pandas库和PandasAI库(基于Pandas库使用): What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. This commit was created on GitHub. PandasAI is an amazing Python library that allows you to talk to your data. You can train PandasAI to understand your data better and to improve its performance. 0, which will include pandas 2. Basic chess AI made for fun/to practice. The question isn't whether we Contribute to martinkhristi/PandasAI-Tutorials-PandasAI-with-Groq. 12 Visual C++ (latest) 🐛 Describe the bug If I try to install pandasai using pip (24. - sinaptik-ai/pandas-ai About The Generative Mini Language Model (GMLM), Created by Aakidul, is designed for efficient language generation on low-resource devices, ensuring optimal performance and accessibility. Jul 23, 2025 · In the age of AI, many of our tasks have been automated especially after the launch of ChatGPT. PandaAI has 2 repositories available. As you interact with 🐼 panda. Through its powerful data preparation layer and intuitive natural language interface, you can Contribute to PandaAI-Tech/panda_quantflow development by creating an account on GitHub. | Restackio Contribute to jameslarus/pandaai 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. Jun 10, 2024 · System Info pip (24. It is altogether a low-code solution. - sinaptik-ai/pandas-ai Pandas AI is an advanced AI-powered tool that integrates with the popular Pandas library, enhancing data analysis capabilities by allowing users to perform tasks using natural language queries. py: loads required libraries reads set of question from a yaml config file answers the question using hardcoded, standard Pandas approach uses Vertex AI Generative AI + LangChain to answer the same A toy implementation of YOLOv8 panda detection. Aug 18, 2023 · Pandas AI not working with Azure Open AI GPT-4 version #458 什么是 PandaAI? PandaAI是一个开源框架,将智能数据处理与自然语言分析相结合。无论您是处理复杂数据集,还是刚刚踏上数据之旅,PandaAI都能为您提供高效定义、处理和分析数据的工具。借助其强大的数据准备层和直观的自然语言界面,您可以将原始数据转换为可操作的洞察,而无需编写复杂代码 A toy implementation of YOLOv8 panda detection. Contribute to martinkhristi/pandaai development by creating an account on GitHub. You must be a member to see who’s a part of this organization. langchain_pandas. More Interestingly, PandaGPT can take multimodal inputs simultaneously and compose their semantics naturally. Follow their code on GitHub. 0 and more lightweight dependencies so that we won't be blocked by third party libraries for the updates. This repo includes tutorials on how to use Pandas AI. Jun 12, 2023 · Explore the power of AI in data analysis with Pandas AI. - sinaptik-ai/pandas-ai A factorio mod adding AI players. For example PandasAI,一款革命性的数据分析与智能处理工具,正引领着数据科学领域的新潮流。它巧妙地将Pandas这一强大的数据处理库与先进的人工智能算法深度融合,为用户提供了一个前所未有的高效、智能的数据探索与分析平台… Jul 24, 2023 · What is Pandas AI? PandasAI is a Python library that brings generative AI capabilities, specifically, OpenAI's technology, into your pandas dataframes. It has quickly risen to the top of benchmark leaderboards, outperforming established competitors like Midjourney and DALL-E 3. Contribute to I2S9/PandaAi development by creating an account on GitHub. environ["GROQ_API_KEY"]) May 15, 2023 · Pandas is a widely used Python library that helps you analyze and manipulate data. Here are some examples of how to use PandasAI. GitHub: https://github. PandasAI has 3 repositories available. ai hardware. It leverages the power of ChatGPT to generate Python code and executes it. PandaAI is a Discord bot that integrates the power of OpenAI's GPT models to bring intelligent conversational capabilities directly to your Discord server. - worldline/streamlit-pandasai Jun 19, 2025 · Contribute to PandaAI-Tech/panda_quantflow development by creating an account on GitHub. Dev tools for AI builders. A toy implementation of YOLOv8 panda detection. You can find the full documentation for PandasAI here. Let me briefly explain this tool. 3 days ago · Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). ai panda. Contribute to TirendazAcademy/PandasAI-Tutorials development by creating an account on GitHub. PandasAI 🐼 PandasAI is a Python library that adds Generative AI capabilities to pandas, the popular data analysis and manipulation tool. What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. It's not a replacement for the pandas library; rather, it augments pandas with AI to simplify data analysis tasks and improve efficiency. import os from langchain_groq. Build powerful AI-powered applications with the PandaAGI SDK. Contribute to PandaAI-Tech/panda_factor development by creating an account on GitHub. PandasAI makes data analysis conversational using LLMs and RAG. This fosters collaboration and streamlines the entire data workflow. . May 26, 2025 · 1️⃣ PandaAI 量化因子库 GitHub地址: github. Jun 19, 2025 · Contribute to PandaAI-Tech/panda_quantflow development by creating an account on GitHub. com/Sinaptik-AI/pandas-ai Request Your Panda API Key: https://www May 19, 2023 · PandasAI是一款结合ChatGPT技术的数据分析工具,支持对话式操作Pandas库,让数据分析更智能。通过PandasAI,你可以轻松查询数据、生成图表,并享受强大的生成式人工智能功能。安装简单,使用便捷,是数据分析师的得力助手。 pandas-ai is a python library that uses ChatGPT prompts to analyze and process pandas data in a conversational way. Pandas AI 是一个 Python 库,它为流行的 Python 数据分析和操作工具 Pandas 库添加了生成人工智能功能,旨在与 Pandas 结合使用,而不是它的替代品 What is PandasAI? PandasAI is an open-source framework that brings together intelligent data processing and natural language analysis. Contribute to aatansen/Data-Analysis-with-PandasAi-free-HuggingFace-LLMs development by creating an account on GitHub. Pandas AI implementation with streamlit. vtnmnsdhgjxkbcvkjuymmffprbtdrfrghldwnwdixartmkdsto