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.

ChatExt is a powerful Chrome extension designed to enhance interactions with ChatGPT by enabling users to upload up to 10 files at once. You can easily drag and drop files or click to upload documents, enabling ChatGPT to provide more contextually relevant responses. This functionality can significantly improve productivity for users who need AI assistance with complex queries that require document references.

Xylia is an advanced AI meeting assistant designed to enhance your productivity during meetings. It provides live transcriptions and summaries, intelligent Q&A based on the meeting content, and integrates seamlessly with internal documents for relevant information. Xylia understands visual aids, ensuring you grasp complex diagrams and flowcharts. Post-meeting, it offers detailed notes, minutes, and action items, ensuring no detail is missed. Secure and reliable, Xylia uses robust security measures to protect your data and maintain privacy.