{"repo":"pgalko/BambooAI","free":true,"listed":false,"github":"https://github.com/pgalko/BambooAI","clone":"git clone https://github.com/pgalko/BambooAI.git","description":"A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.","language":"Python","stars":785,"topics":["llm","openai-api","pandas","python","ai","data-analysis","data-science","ai-agents","vector-database","pinecone"],"license":"MIT","category":"ai-agents","readme_excerpt":"BambooAI https://bambooai.org BambooAI is an open-source library that enables natural language-based data analysis using Large Language Models (LLMs). It works with both local datasets and can fetch data from external sources and APIs. Table of Contents - Overview - Features - Demo Videos - Installation - Quick Start - How It Works - Configuration - Parameters - Agent and Model Configuration - Auxiliary Datasets - Dataframe Ontology (Semantic Memory) - Vector DB (Episodic Memory) - Usage Examples - Web Application Setup - Using Docker (Recommended) - Using pip package - Using complete repository - Model Support - Environment Variables - Logging - Performance Comparison - Contributing Overview BambooAI is an experimental tool that makes data analysis more accessible by allowing users to interact with their data through natural language conversations. It's designed to: - Process natural language queries about datasets - Generate and execute Python code for analysis and visualization - Help users derive insights without extensive coding knowledge - Augment capabilities of data analysts at all levels - Streamline data analysis workflows Features - Natural language interface for data analysis - Web UI and Jupyter notebook support - Support for local and external datasets - Integration with internet searches and external APIs - User feedback during stream - Optional planning agent for complex tasks - Integration of custom ontologies - Code generation for data analysis and visualiza","default_branch":null,"files":null,"tree":[],"storefront":"/r/pgalko","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/pgalko/BambooAI/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}