Python Library 2

PandasAI: Python library integrating AI into pandas for conversational data analysis and insights. PandasAI is a Python library that integrates generative artificial intelligence capabilities into pandas, making dataframes conversational. It allows users to upload various file types like PDFs, images, audio, and websites, define data points for AI-powered extraction, and see results in exportable spreadsheets with linked, highlighted sources. Users can also ask questions, plot charts, and draft reports on top of the data. It helps turn messy files into actionable data, providing real-time data insights and enhancing analytics with actionable insights, detailed reports, and visual data representation. It is an open-source library aimed at democratizing data analysis for better data-informed decision-making.

Web crawler for LLM/RAG, reduces retrieval time. HyperCrawl is a zero-latency web crawler specifically designed for retrieval-based LLM development and RAG applications. It aims to significantly reduce retrieval time in RAG systems by up to 95%. It's built for ML engineers to boost retrieval processes by eliminating the crawl time of domains, using advanced methods to create a novel, ML-first web crawler.