SmartRAG is a modular Python library designed for retrieval-augmented generation (RAG) workflows with large language models. It combines document ingestion, vector indexing, and state-of-the-art LLM APIs to deliver accurate, context-rich responses. Users can import PDFs, text files, or web pages, index them using popular vector stores like FAISS or Chroma, and define custom prompt templates. SmartRAG orchestrates the retrieval, prompt assembly, and LLM inference, returning coherent answers grounded in source documents. By abstracting the complexity of RAG pipelines, it accelerates development of knowledge base Q&A systems, chatbots, and research assistants. Developers can extend connectors, swap LLM providers, and fine-tune retrieval strategies to fit specific knowledge domains.

Doc to Claude is a powerful Chrome extension designed to streamline the process of integrating PDFs with Claude.ai's AI analysis capabilities. With this extension, users can upload PDFs directly to the Claude.ai platform with just one click, eliminating the need for manual downloads and uploads. The extension also allows users to set customizable prompts for Claude to analyze their documents. It is perfect for researchers, students, professionals, or anyone looking to save time and simplify their PDF workflows. The user-friendly interface and helpful notifications ensure a smooth experience.

SiteCompanion is a tool that enables businesses to create custom ChatGPT chatbots by using their website content or documents. By doing so, it enhances user engagement, automates customer support, and increases overall accessibility. It works by analyzing your website's sitemap or individual web pages and PDF files to train the chatbots. These bots can then be easily integrated into your website with just one line of code, offering visitors precise information and a seamless user experience.