A document based RAG application
-
Updated
Mar 28, 2025 - Rust
#
qdrant-rag
Here are 22 public repositories matching this topic...
Scalable Qdrant vector database cluster with Docker Compose, monitoring, and comprehensive documentation for high-performance similarity search applications.
python docker chatbot python3 similarity-search rag vector-database qdrant multinode-cluster qdrant-client qdrant-rag qdrant-webui
-
Updated
Mar 30, 2025 - Python
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
python redis high-performance postgresql embeddings openai api-rest postgresql-extension rag fastapi qdrant llm qdrant-vector-database rag-chatbot qdrant-rag
-
Updated
Jan 6, 2026 - Python
RAG-Ingest: A tool for converting PDFs to markdown and indexing them for enhanced Retrieval Augmented Generation (RAG) capabilities.
information-retrieval aws-s3 document-ingestion hybrid-search qdrant llamaindex retrieval-augmented-generation ollama pdf-to-markdown contextual-retrieval qdrant-rag
-
Updated
Nov 22, 2024 - Python
Local-first TypeScript MCP server for Qdrant with client isolation, LM Studio integration, and scalable document workflows.
-
Updated
Jul 30, 2025 - JavaScript
A microservices-based RAG platform that supports multi-format document parsing, semantic search, and conversational AI, powered by Google AI and Qdrant.
-
Updated
Dec 15, 2025 - Python
MedSage is a multimodal healthcare assistant that combines LLMs, vector search, and real-time reasoning to deliver fast, reliable medical insights. It supports symptom analysis, medical document Q&A, universal file RAG, multilingual interactions, and emergency SOS with live location.
pyton3 fastapi typescript-react vector-database dspy qdrant qdrant-vector-database qdrant-client fastembed dspy-ai sementic-search qdrant-rag gemini-flash-2-5
-
Updated
Dec 9, 2025 - TypeScript
Implementation of the GraphRAG system based on QDrantDB + Neo4j DB on a clean Bun + TypeScript architecture
neo4j neo4j-database neo4j-driver neo4j-graph rag qdrant qdrant-vector-database rag-chatbot graphrag qdrant-rag
-
Updated
Aug 27, 2025 - TypeScript
SEAS - A Smart Enrollment Advisory System for CTU, built with async FastAPI, async SQLAlchemy, and async Qdrant.
-
Updated
Feb 28, 2026 - Python
This is a RAG (Retrieval-Augmented Generation) model that leverages Qdrant as a vector store and Google Gemini for intelligent document retrieval and context-aware response generation. It efficiently processes PDF documents to provide detailed answers to user queries based on the extracted context.
-
Updated
Oct 8, 2024 - Jupyter Notebook
Production-ready hybrid retrieval system combining vector similarity search with knowledge graph traversal for medical textbook content.
neo4j hybrid neo4j-graph medical-application qdrant-vector-database qdrant-rag context-engineering medical-ra
-
Updated
Jan 5, 2026 - Python
Demonstration on how to implement storage and search for JSON structured data
-
Updated
Feb 22, 2025 - Python
Archive and search Product Hunt data locally with Qdrant + MCP (GraphQL, embeddings, vector search).
graphql typescript embeddings producthunt rag vector-search qdrant qdrant-vector-database qdrant-rag
-
Updated
Oct 4, 2025 - TypeScript
Refactored RAG demo showcasing clean architecture, dependency injection, and separation of concerns for maintainable AI applications.
-
Updated
Jan 28, 2026 - Python
WinUI 3 application to take notes backed by Ollama and Qdrant.
-
Updated
May 24, 2025 - C#
simple data ingestion pipeline and batch processing for RAG on kubernetes
-
Updated
Nov 23, 2025 - Python
🚀 Qdrant Data Migration: Source → Target Server
search-engine migration image-search ai-search vector-search vector-database vector-search-engine qdrant qdrant-vector-database ai-search-engine qdrant-client qdrant-rag qdrant-rag-eval qdrant-webui qdrant-ops qdrant-collection-migration qdrant-db-migration qdrant-migration
-
Updated
Mar 1, 2026 - Shell
🚀 Qdrant Vector DB Cluster with Docker Compose – Lightning-fast AI similarity search at scale!
search-engine image-search ai-search vector-search vector-database vector-search-engine qdrant qdrant-vector-database ai-search-engine qdrant-client qdrant-rag qdrant-rag-eval qdrant-webui qdrant-ops
-
Updated
Feb 28, 2026
MeowMuse is an ai-powered assistant to help manage your cat's health
-
Updated
Jun 5, 2025 - TypeScript
Improve this page
Add a description, image, and links to the qdrant-rag topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the qdrant-rag topic, visit your repo's landing page and select "manage topics."