🦙 Local and online AI hub

OpenCV+YOLO+LLAVA powered video surveillance system

✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)

Context-Engine: MCP retrieval stack for AI coding assistants. Hybrid code search (dense + lexical + reranker), ReFRAG micro-chunking, local LLM prompt enhancement, and dual SSE/RMCP endpoints. One command deploys Qdrant-powered indexing for Cursor, Windsurf, Roo, Cline, Codex, and any MCP client.

A simple youtube summarizer using a local AI ollama server

Multi-agent autonomous research system using LangGraph and LangChain. Generates citation-backed reports with credibility scoring and web search

TalkNexus: Ollama Chatbot Multi-Model & RAG Interface

Build-An-LLM-RAG-Chatbot-With-LangChain-Python

Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for building powerful local LLM applications, AI agents, and custom chatbots

An offline AI-powered video analysis tool with object detection (YOLO), image captioning (BLIP), speech transcription (Whisper), audio event detection (PANNs), and AI-generated summaries (LLMs via Ollama). It ensures privacy and offline use with a user-friendly GUI.

Translate books and big text files via Ollama LLMs using two-stage approach with initial translation, then AI self-reflection and refinement.

Swarm for Ollama. OpenAI Framework to build/orchestrate/deploy multi-agent systems. Working offline with Ollama

A demonstration of integrating FastAPI with Ollama, featuring streaming, formatted, and complete JSON responses from AI models. Learn how to set up and use FastAPI with Ollama for building AI-driven applications.

Python Wrapper around Ollama API Endpoints

Two servers distributed Local Retrieval-Augmented Generation (RAG) Agent. Adapted for the Russian Language.

⚡ The YouTube Video Analyzer Pro brings AI-powered analysis capabilities to your fingertips, offering deep insights for content creators and marketers.

🦙 API to explore the complete collection of Ollama models

The CrewAI Research Assistant is a powerful tool designed to help users explore any topic using AI Agents. Built with CrewAI, Exa, and Streamlit, this assistant supports multiple large language models (LLMs) and offers advanced answering capabilities through Exa. It visualizes the research process in real-time, generates structured research reports

Ollama Proxy Server with extensions

Shutterstock Image Analyzer is a Python tool that leverages AI to analyze images, generate Shutterstock-compatible metadata (description, keywords, categories), and save the output in CSV format for easy image contribution.