PandaAI transforms your natural language questions into actionable insights — fast, smartly, and effortlessly. Connect databases effortlessly and turn them AI-ready: ask questions and get detailed reports with agentic AI and text-to-SQL layers. Use conversational AI to explore your data through intuitive, human-like queries.

PandaAI is a Python platform that makes it easy to ask questions to your data in natural language. 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. You can …

Start building your data preparation layer with PandaAI and chat with your data. PandaAI 3.0 is currently in beta. This documentation reflects the latest features and functionality, which may evolve before the final release. PandaAI requires Python 3.8+ <3.12. We recommend using Poetry for dependency management:

2023年6月8日 · Using generative AI models from OpenAI, Pandas AI is a pandas library addition. With simply a text prompt, you can produce insights from your dataframe. It utilises the OpenAI-developed text-to-query generative AI.

2023年4月24日 · 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. PandasAI is a Python platform that makes it easy …

pandas AI is a Python library that enhances Pandas with generative AI capabilities. It is intended to complement, not replace, the popular data analysis and manipulation tool. Using pandasai, users are able to summarise pandas dataframes data by interacting like Human.

To train PandaAI with instructions, you can use the train method on the Agent, as it follows: The training uses by default the BambooVectorStore to store the training data, and it’s accessible with the API key.

PandaAI is a Python library that makes it easy to ask questions to your data in natural language. Beyond querying, PandaAI 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.

2023年6月12日 · Pandas AI is a Python library that uses generative AI models to supercharge pandas capabilities. It was created to complement the pandas library, a widely-used tool for data analysis and manipulation.

2024年2月29日 · PandasAI v2.0 upgrades conversational data analysis through new custom training options for honing agent logic, rich dataset and column descriptions, expanded AI integrations, multi-turn contextual conversations, and simplified architecture.

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。

Panda AI develops a B2B artificial intelligence platform designed to simplify work and combine various tasks. The platform uses natural language processing to help teams stay on the same page, enabling businesses to combine various apps and simplify workflow.

2023年6月16日 · PandasAI extends the capabilities of Pandas by providing advanced data manipulation, analysis, and AI-driven operations. In this article, we covered key features, and use cases, and provided examples and code snippets to illustrate the functionality of PandasAI.

With a single line of code, you can turn your dataframes into auto-updating AI dashboards - no UI development needed. Each dashboard comes with a pre-generated set of insights and a conversational agent that helps you and your team explore the data through natural language.

2023年7月24日 · PandasAI is a powerful Python library that combines the flexibility of pandas with the intelligence of OpenAI. While it's not a substitute for pandas, it supplements pandas with advanced data interrogation capabilities that simplify data analysis. What is Pandas AI?

pandasai is developed on top of pandas api. The objective is to make dataframe conversation using Large Language Models (LLMs). To use pandasai, first install it using pip through PyPi package distribution framework. It is actively developed so be vigilant for versions updates.

2025年1月20日 · PandasAI is a Python library that extends pandas, the well-known data analysis and manipulation tool, with Generative AI features. It’s intended to complement pandas rather than replace them.

pandas-ai Public Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

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PandaAI 3.0 introduces a new feature: the semantic layer, which allows you to turn raw data into semantic-enhanced and clean dataframes, making it easier to work with and analyze your data. What’s the Semantic Layer?