POC visual search with smart glasses and Qdrant Edge.

🎥 Command line media player

Dashboard for contributor info

OCR model that handles complex tables, forms, handwriting with full layout.

deadpool implementation for fastembed

A smol distributed database implemented from scratch 🐣

Qdrant powered retriever module for DSPy

Official n8n node for interfacing with Qdrant

Metric learning and retrieval pipelines, models and zoo.

An official Qdrant Model Context Protocol (MCP) server implementation

Sampling profiler for Python programs

A tool for cleaning up your cloud accounts by nuking (deleting) all resources within it

Chatbot for a restaurant using AWS, OpenAI or GroqCloud

this project will bootstrap and scaffold the projects for specific semantic search and RAG applications along with regular boiler plate code.

Bringing semantic search to Django. Integrates seemlessly with Django ORM.

🦙 Ollama interfaces for Neovim

Stream records from Fluvio topics to a Qdrant collection.

Ray Vector Database Input/Output Utilities

describes the capability of qdrant kafka connector

Materials for the Ultimate Hybrid Search Workshop

This repo is the central repo for all the RAG Evaluation reference material and partner workshop

TS/JS implementation of Qdrant BM42

Search your favorite websites and chat with them, on your desktop🌐

Rust implementation of Qdrant BM42

Kafka Sink connector for Qdrant. Stream vector data into a Qdrant collection. Supports named/unnamed dense/sparse vectors.

Elixir client for Qdrant vector search engine

Elixir bindings to the XGBoost C API (https://xgboost.readthedocs.io/en/stable/c.html) using Native Implemented Functions (NIFs)

Have you been zoning out lately?