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#

qdrant-vector-database

Here are 279 public repositories matching this topic...

OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.

  • UpdatedJul 8, 2025
  • JavaScript

How to create Question-Answering system combining Langchain and OpenAI

  • UpdatedJun 8, 2023
  • TypeScript

Qdrant is a vector similarity engine & vector database. It deploys as an API service providing search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and much more!

  • UpdatedNov 30, 2024
  • PHP

NornicDB is a high-performance graph + vector database built for AI agents and knowledge systems. It speaks Neo4j's (Bolt + Cypher) and qdrant's (gRPC) languages so you can use Nornic with zero code changes, while adding intelligent features including a graphql endpoint, air-gapped embeddings, GPU accelerated search, and other intelligent features.

  • UpdatedFeb 20, 2026
  • Go

Build super simple end-to-end data & ETL pipelines for your vector databases and Generative AI applications

  • UpdatedOct 5, 2024
  • Python

This is Microsoft Fabric Copilot Workshop

  • UpdatedDec 18, 2023
  • Jupyter Notebook

A Web app stack written in FastAPI, Qdrant, and React for creating AI projects

  • UpdatedNov 16, 2023
  • JavaScript

Performing a RAG (Retrieval Augmented Generation) assessment using voice-to-voice query resolution. Provide the file containing the queries, ask the questions, and receive the results via voice.

  • UpdatedMar 20, 2024
  • Python

Building a Chain of Thought RAG Model with DSPy, Qdrant and Ollama

  • UpdatedMar 22, 2024
  • Jupyter Notebook

Production-ready local deployment of Cheshire Cat AI that delivers enterprise-grade features

  • UpdatedJul 8, 2025
  • Shell

Is a high-performance Augmented Recovery-Generation (RAG) solution based on Redis, Qdrant or PostgreSQL. It offers a high-level interface using FastAPI REST APIs

  • UpdatedJan 6, 2026
  • Python

Qdrant operator creates and manages Qdrant clusters running in Kubernetes

  • UpdatedApr 10, 2024
  • C#

An innovative application designed to help pharmacists and pharmacy students quickly research FDA-approved drugs by retrieving relevant information from drug labels and adverse event datasets, and providing AI-generated summaries to streamline the learning process

  • UpdatedMar 24, 2025
  • Jupyter Notebook

A semantic search engine that transforms your documents into an intelligent, searchable knowledge base using vector embeddings and AI

  • UpdatedDec 11, 2025
  • Python

The rag pipeline for optimizing dynamic data editing.

  • UpdatedOct 30, 2025
  • TypeScript

Bootstrap a Qdrant vector database cluster on Fly.io

  • UpdatedJun 10, 2024
  • Shell

Text to Image & Reverse Image Search Engine built upon Vector Similarity Search utilizing CLIP VL-Transformer for Semantic Embeddings & Qdrant as the Vector-Store

  • UpdatedFeb 7, 2026
  • Jupyter Notebook

A RAG implementation on Llama Index using Qdrant vector stores as storage. Take some pdfs, store them in the db, use LLM to inference.

  • UpdatedApr 4, 2025
  • Python

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