AI SaaS Startup·1yHow to build RAG in 2 minutes
Developers often spend hours searching through dense project documentation. CustomGPT.ai offers a solution by providing an AI-powered chatbot that instantly retrieves precise information, saving time and effort. With its easy no-code setup, high accuracy, and ability to integrate seamlessly with existing documentation, CustomGPT.ai is ideal for creating custom AI assistants tailored to any industry.
Machine Learning News·1yCreating a Medical Question-Answering Chatbot Using Open-Source BioMistral LLM, LangChain, Chroma’s Vector Storage, and RAG: A Step-by-Step Guide
This detailed tutorial explains how to build a powerful, PDF-based question-answering chatbot tailored for medical or health-related content. Using open-source BioMistral LLM, LangChain for data orchestration, Hugging Face embeddings, and Chroma’s vector storage, the guide covers everything from installing necessary libraries to setting up a Retrieval-Augmented Generation (RAG) system for accurate, context-rich responses.
Irrational Exuberance·1yOur own agents with their own tools.
In 2025, the author explores building AI agents with tools for personal and work purposes. Starting with a chat interface, they shifted from TypeScript to a Python stack, using FastAPI, PostgreSQL, and SQLAlchemy. They developed tools allowing models to fetch weather data and webpage content. These trivial tools demonstrate the potential for enhancing daily tasks when used with tool-aware agents. While these innovations can transform daily experiences, their broader application is still under consideration.