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Projects in Awesome Lists tagged with qdrant-vector-database

A curated list of projects in awesome lists tagged with qdrant-vector-database .

https://github.com/pashpashpash/vault-ai

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.

ai artificial-intelligence chatgpt generative go golang knowledge-base long-term-memory machine-learning openai openai-api pdf-support pinecone qdrant-vector-database question-answering react reactjs vector-search

Last synced: 14 May 2025

https://github.com/hkulekci/qdrant-php

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!

php php-client qdrant qdrant-vector-database

Last synced: 30 Dec 2025

https://github.com/orneryd/nornicdb

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.

bolt cypher cypher-query-language database embedded-systems enterprise-solutions golang graph-rag graphql hnsw local-llm mcp-server memoryos neo4j openai-api qdrant-vector-database tlp vector-database vector-search

Last synced: 13 Jan 2026

https://github.com/contextdata/vectoretl

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

cohere data datapipeline etl etl-framework etl-pipeline openai pinecone python qdrant qdrant-vector-database unstructured vector-database weaviate

Last synced: 09 Apr 2025

https://github.com/ContextData/VectorETL

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

cohere data datapipeline etl etl-framework etl-pipeline openai pinecone python qdrant qdrant-vector-database unstructured vector-database weaviate

Last synced: 22 Sep 2025

https://github.com/kinfey/MSFabricCopilotWorkshop

This is Microsoft Fabric Copilot Workshop

azureopenai dotnet qdrant-vector-database semantickernel

Last synced: 03 Apr 2025

https://github.com/kylemclaren/qdrant-on-fly

Bootstrap a Qdrant vector database cluster on Fly.io

dockerfile flyio qdrant qdrant-vector-database vector-database

Last synced: 25 Apr 2025

https://github.com/snehil-shah/multimodal-image-search-engine

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

computer-vision multimodal-transformer nlp openai-clip qdrant qdrant-vector-database vector-embeddings

Last synced: 31 Oct 2025

https://github.com/anush008/qdrant-npm

Helper package to spin-up a Qdrant instance without Docker

qdrant qdrant-vector-database vector-database

Last synced: 31 Aug 2025

https://github.com/knuckles-team/vector-mcp

Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

a2a a2a-server ag-ui chromadb couchbase mcp-server mongodb mongodb-atlas pgvector python qdrant qdrant-vector-database rag retrieval-augmented-generation

Last synced: 25 Feb 2026

https://github.com/codebanesr/fahm

Feature extraction + chatbot

chatbot gpt-3 pinecone qdrant-vector-database

Last synced: 15 May 2025

https://github.com/mauroandretta/wikirag

WikiRag is a Retrieval-Augmented Generation (RAG) system designed for question answering, it reduces hallucination thanks to the RAG architecture. It leverages Wikipedia content as a knowledge base.

ai genai-chatbot langchain llama3 ml qdrant-vector-database rag

Last synced: 23 Oct 2025

https://github.com/sergio11/voice_passport_architecture

VoicePassport 🎤is an innovative authentication system leveraging voice recognition technology, blockchain ⛓️ security, and vector databases 📊 for robust and seamless user verification.

apache-airflow apache-airflow-etl-pipeline blockchain blockchain-technology docker-compose hproxy mongodb qdrant qdrant-client qdrant-vector-database solidity solidity-contracts web3 web3py

Last synced: 13 Aug 2025

https://github.com/tarekabouzeid/data-lab-playground

A simple Docker based playground that brings together popular open source data and AI tools to help others get started with data lakehouse architecture and GenAI development on their local machines.

genai jupyter-notebook lakehouse-platform minio ollama qdrant-vector-database rag spark trino

Last synced: 28 Sep 2025

https://github.com/bhattbhavesh91/qdrant-tutorials

QDrant Vector Database with Python Tutorials

python qdrant qdrant-client qdrant-vector-database

Last synced: 09 Mar 2025

https://github.com/opillion-gmbh-co-kg/easy-stack-deepseek

Need a seamless AI model hosting setup with Ollama, efficient vector search with Qdrant, and an intuitive WebUI? This is your stack!

deepseekr114b deepseekr132b deepseekr18b docker docker-compose docker-image gemma llama32vision llava7b makefile ollama open open-webui qdrant qdrant-vector-database qdrant-webui ui web

Last synced: 06 Jul 2025

https://github.com/rosspatil/ai-chatbot

Dockerized AI Chatbot is an open-source project that provides a chatbot powered by artificial intelligence, specifically built using OpenAI's GPT-3 (Language Model) for natural language processing and understanding

ai chatbots llm openai openai-api qdrant qdrant-vector-database

Last synced: 27 Sep 2025

https://github.com/hadv/wisdomforge

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.

mcp mcp-server modelcontextprotocol qdrant qdrant-vector-database rag

Last synced: 07 Aug 2025

https://github.com/anandhupa1/genai-main-project

A dynamic chatbot serving tailored food recommendations and similar recipes.

css flask html langchain nextjs13 node openai python qdrant-vector-database socket-io

Last synced: 22 Nov 2025

https://github.com/marcosaugustoldo/get-api-llm-free

Learn how to obtain API keys for popular Large Language Models (LLMs) such as OpenAI, Groq, and Gemini, and how to use them in the AnythingLLM embedder. This tutorial also covers how to obtain the Qdrant endpoint and API for use as a Vectorbase. Follow these step-by-step instructions to unlock the power of LLMs in your applications.

anythingllm api gemini-api groq-api openai-api qdrant-vector-database

Last synced: 15 Feb 2026

https://github.com/extrawest/ai-video-chat-app

The AI Video Insights Assistant is a backend service that uses advanced AI orchestration to analyze YouTube video content and accurately answer user questions. Built on LangChain4j or Spring AI, it leverages embeddings and similarity search for precise responses and includes fallback options for comprehensive coverage.

ai java21 maven qdrant-vector-database spring-boot-3 tavily togetherai

Last synced: 25 Jan 2026

https://github.com/micheldumontier/gba-rag

This is a demonstration project to provide LLM-based question answering over the website and documents of German Federal Joint Committee (G-BA).

health llama3 llamaindex llm qdrant-vector-database

Last synced: 08 Apr 2025

https://github.com/mdimado/paperchat

PaperChat is an AI-powered chat application designed to handle PDF documents through a user-friendly interface. Users can upload PDF files, ask questions related to the content within those documents, and receive responses generated using advanced natural language processing (NLP) techniques.

cohere fastapi groq langchain qdrant qdrant-vector-database react reactjs

Last synced: 06 Oct 2025

https://github.com/astrabert/qdrant-ai-chat

Build amazing AI and RAG-powered applications, plain and simple🪂

ai api awesome-ai awesome-app chatbot cloud gradio-python-llm llm open-source qdrant-vector-database

Last synced: 05 Mar 2025

https://github.com/sharmashobhit/simgen-ssg

A blog recommendation engine built for text driven static sites

qdrant-vector-database recommendation-system static-site-generator vector-database

Last synced: 25 Jan 2026

https://github.com/rggh/qdr_filter

Qdrant Vector Database + FastAPI

fastapi llm qdrant qdrant-vector-database sentence-transformer

Last synced: 28 Mar 2025

https://github.com/extrawest/llamaindex-analysis-agent

Analysis Agent on Llamaindex Typescript with a simple caching mechanism

agents ai demo gpt huggingface-embeddings javascript llama-parse llamaindex openai qdrant-vector-database typescript

Last synced: 13 Nov 2025

https://github.com/noorjotk/local-rag-engine

Local RAG app with zero-config Docker setup. FastAPI + Streamlit + Qdrant + Ollama. Just run `docker-compose up --build`! 🚀

docker fastapi llm local-ai local-llm local-ollama ollama pdf-processing privacy-focused python qdrant qdrant-vector-database rag semantic-search streamlit vector-database

Last synced: 09 Sep 2025

https://github.com/maulana1k/stockholm-resume-analyzer

Backend service that evaluates candidate CVs and project reports against job requirements using vector similarity search and Large Language Model (LLM) chaining.

bun hono llm qdrant qdrant-vector-database rag rest-api vector-database

Last synced: 13 Oct 2025

https://github.com/joshmusira/rag_application

A state-of-the-art Retrieval-Augmented Generation (RAG) application using OpenAI, Qdrant vector store, embeddings, FastAPI, React for the UI, NewsAPI, Word Cloud, and Langchain. This project enables dynamic reading and QA on news articles, focusing on various people of interest, with real-time, personalized news insights.

embeddings-word2vec fastapi langchain-python openai qdrant-vector-database reactjs wordcloud

Last synced: 19 Jul 2025

https://github.com/mdimado/medraga

MedRaga is a medical assistance application aimed at providing accurate and personalized medical information to healthcare professionals. It uses RAG technology to retrieve the latest medical research from trusted sources, augment it with patient data, and deliver personalized diagnoses and treatment plans.

arxiv beautifulsoup cohere fastapi firebase firebase-auth gemini-api langchain langchain-python playwright qdrant qdrant-vector-database rag reactjs selenium

Last synced: 07 Jan 2026

https://github.com/53845714nf/dinofind

🦕 Dinofind is a minimal search for finding visually similar images.

dinov2 flask minio qdrant-vector-database tailwindcss

Last synced: 10 Aug 2025

https://github.com/triepod-ai/mcp-server-qdrant-enhanced

Enhanced Qdrant MCP Server is a production-ready fork of the original that transforms the basic MCP server into an enterprise-grade solution with GPU acceleration, multi-vector support, and automated deployment infrastructure.

cuda-support docker mcp-server mcp-tools qdrant-vector-database storage vectorization

Last synced: 03 Jul 2025

https://github.com/maisam-fathi/chat-bot

AI Chatbot with Java, Spring Boot & LangChain4J. A lightweight, local-first chatbot built with Java 17, Spring Boot, and Gradle, integrating Ollama for LLM inference, LangChain4J for orchestration, and hybrid storage using MySQL (for relational data) and Qdrant (for vector embeddings).

ai chatbot gradle java langchain4j mysql ollama qdrant-vector-database spring-boot

Last synced: 30 Dec 2025

https://github.com/dhruv2185/netropolis

Netropolis supports a place where people with shared values can connect digitally to form and operate in a third-place-like community that is neither at home nor at work.

django-rest-framework llm postgresql python qdrant-vector-database reactjs sentence-transformers tailwind-css vite

Last synced: 14 Jun 2025

https://github.com/aqora-io/vectorctl

A simple tool to manage any vector database

qdrant qdrant-vector-database vector-database vectordb

Last synced: 17 Jan 2026

https://github.com/imane0x/perfectfit

PerfectFit is an AI-powered shopping assistant that uses multimodal search to quickly find ideal product matches based on text or image inputs, streamlining the online shopping experience.

clip cosine-similarity flask gemini-api llava multimodal-large-language-models qdrant-vector-database small-language-models

Last synced: 14 Mar 2025

https://github.com/anandhupa1/genaiminiproject1

A chat bot trained on a document.

flask langchain openai python qdrant-vector-database

Last synced: 30 Jun 2025

https://github.com/pranav-0309/meal-planner-fyp

This is the Demo APP for the Final Year Project of Pranav Krishnakumar. It is a Meal Planner using Agentic RAG powered by Qwen2.5 Coder 32B, Qdrant Vector Database, Mem0 Chat Memory and Smolagents library for the AI Agent

agentic-rag ai-agents demo demo-app embeddings huggingface meal-planner mem0ai proof-of-concept python qdrant qdrant-rag qdrant-vector-database qwen qwen2-5 rag sentence-transformers smolagents

Last synced: 16 May 2025

https://github.com/maniam/rag-search

RAG-Search is a web-based chat interface that combines LLMs with document-aware retrieval for context-rich, AI-powered conversations.

embeddings langchain-python ollama python3 qdrant-vector-database rag

Last synced: 01 Jul 2025

https://github.com/ousseeeef/chat-o-llama

Chat-O-Llama is a user-friendly web interface for managing conversations with Ollama, featuring persistent chat history. Easily set up and start your chat sessions with just a few commands. 🐙💻

ai-chat chat conversation-history cpu-only docker fasttext-embeddings gradio langchain-python lightweight llama3 llama3-meta-ai local-ai mlflow mlflow-tracking offline-ai python qdrant-client qdrant-vector-database

Last synced: 04 Jul 2025

https://github.com/riolaf05/langchain-document-chatbot

A chatbot, built with Streamlit, that download scientific papers and answer to question related to them. Powered by Groq and LLama3

docker groq langchain langchain-python llama3 python qdrant qdrant-vector-database streamlit

Last synced: 31 Dec 2025

https://github.com/jibril14/streamlit-similarity-search

Langchain, OpenAI and Streamlit app Data Already embedded, This app demonstrate, persistence database querying(Similarity search). Returns Top 2 -k when a user make a search.

chromadb langchain llm openai qdrant-vector-database similarity-search vectordb

Last synced: 16 Mar 2025