A collection of projects showcasing RAG, agents, workflows, and other AI use cases

Scrapy, a fast high-level web crawling & scraping framework for Python.

🚀 Open source MCP Client: A Multi-provider AI Chatbot Solution

Interesting LLM projects that I created for my YouTube channel using Ollama's open-source models.

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

📄 🧠 PageIndex: Document Index System for Reasoning-based RAG

Real-time data transformation framework for AI. Ultra performant, with incremental processing.

Self-hosted fastembed embedding server with CPU and GPU based images.

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Web Chat Widget - built with ChatGPT (GPT-4)

Utilities intended for use with Llama models.

AI agent expert in PostgreSQL

Granite Snack Cookbook -- easily consumable recipes (python notebooks) that showcase the capabilities of the Granite models

A simple screen parsing tool towards pure vision based GUI agent

🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

Run LLMs locally with as little friction as possible.

Fully customizable AI chatbot component for your website

Meet Ava, the WhatsApp Agent

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

GenAI Cookbook

State-of-the-Art Text Embeddings

Use OpenAI's realtime API for a chatting with your documents

Open-source vector similarity search for Postgres

Get your documents ready for gen AI

💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows