PyPlexitas: Open Source CLI Alternative to Perplexity AI
PyPlexitas is a Python script that is designed to create an open-source alternative to Perplexity AI, a tool that provides users with detailed answers to their queries by searching the web, extracting relevant content, and using advanced language models to generate responses. The script operates by first taking a user’s query and using search engines like Bing or Google to find relevant web pages. It then scrapes the content from these web pages, processes the text into manageable chunks, and generates vector embeddings for these chunks. Vector embeddings are mathematical representations of text that allow for efficient searching and comparison of content. These embeddings are stored in a database, enabling quick retrieval of relevant information based on the user’s query. ...