The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.

Serverless Modal + FastAPI + React + ColPali + Qdrant + GPT4o Vision RAG (V-RAG) Demo

⚡Ship RAG Solutions Quickly and effortlessly

Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

Official n8n node for interfacing with Qdrant

The Ultimate Open-Source RAG-as-a-Service Platform ☕

A reasoning assistant for your STEM education

AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:

Financial Literacy Gamification is a Minecraft-themed web app offering expert sessions, blogs, stock analysis games, and multi-player parties. It features a rewards system, real-time dashboard, and a chatbot for document support. Users engage in interactive learning, quizzes, and battles to boost financial skills.

FiftyOne Plugin for searching images by audio clip using ImageBind and Qdrant

An app for people with short-term-memory 🧠

CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.

This project has been created to demonstrate how we can build modern Search Engines using a straightforward structure of Text Embeddings (Huggingface Transformers) and a Vector Database.

MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

An intelligent AI platform built with modern web technologies, providing comprehensive AI model management, knowledge base operations, and conversational AI capabilities.

Doppalf is a RAG powered AI chat bot application

This repository contains the backend code for the AIcademy project. The backend is responsible for handling AI preprocessing, video and audio processing, authentication, and more.

🐍 AI powered query on databases to automate the process of query, visualization etc. Organizations can analyze their data and take decisions much faster. Leverages the use AI, LLM. The project is under development

A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.

Evaluating emerging Agentic AI frameworks