qdrant-vector-database
There are 109 repositories under qdrant-vector-database topic.
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.
devflowinc/trieve
All-in-one platform for search, recommendations, RAG, and analytics offered via API
mallahyari/drqa
How to create Question-Answering system combining Langchain and OpenAI
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!
Azure-Samples/qdrant-azure
Qdrant Vector Database on Azure Cloud
ContextData/VectorETL
Build super simple end-to-end data & ETL pipelines for your vector databases and Generative AI applications
kinfey/MSFabricCopilotWorkshop
This is Microsoft Fabric Copilot Workshop
mallahyari/ai-starter-kit
A Web app stack written in FastAPI, Qdrant, and React for creating AI projects
Adii2202/RAG-AI-Voice-assistant-
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.
sachink1729/DSPy-Chain-of-Thought-RAG
Building a Chain of Thought RAG Model with DSPy, Qdrant and Ollama
qdrant-operator/qdrant-operator
Qdrant operator creates and manages Qdrant clusters running in Kubernetes
kylemclaren/qdrant-on-fly
Bootstrap a Qdrant vector database cluster on Fly.io
rajkstats/PharmAssistAI
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
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
edilma/RAG-App-HackTogether
ChatGPT-like Application using RAG pattern that allows to ask question to my own documents - I Used Semantic Kernel to integrate a LLM (OpenAI) using C# to orchestrate AI pluggins (Azure Cognitive Services). For the document embeddings I used Qdrant for the vector database and Pdfpig to extract the content from the pdfs
romilandc/llama-index-RAG
A RAG implementation on Llama Index using Qdrant vector stores as storage. Take some pdfs, store them in the db, use LLM to inference.
Anush008/qdrant-npm
Helper package to spin-up a Qdrant instance without Docker
rostyslavshovak/RAG-Retrieval-Augmented-Generation
RAG Chatbot for Financial Analysis
santhalakshminarayana/doppalf
Doppalf is a RAG powered AI chat bot application
hriteshMaikap/rag-flask-api
A repository containing a modularized implementation of a Retrieval-Augmented Generation (RAG) model as Flask APIs.
Ashish-Abraham/DocWhisperer-Qdrant
A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant Vector Database.
codebanesr/fahm
Feature extraction + chatbot
Praveen76/Introduction-to-LLMs
Dive into the world of Large Language Models (LLMs) with this comprehensive repository. From understanding basics to exploring various LLMs, finetuning on downstream tasks, and deploying models using Vector DBs like Qurant, this guide equips you with essential skills for harnessing the power of LLMs in your projects.
vectornguyen76/search-engine-system
Search Engine on Shopee apply Image Search, Full-text Search and Auto-complete
devflowinc/vault-search
A semantic and full text search engine UI written in Astro and SolidJS
HemanthSai7/StudyBot
Revise your subjects with studybot
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.
yash9439/RayQdrantFastEmbed
Generating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray
jargonsdev/ai
The AI-Powered assistant for jargons.dev ecosystem
mfmezger/aleph-alpha-rag
RAG Backend for Aleph Alpha LLMs.
quamernasim/Role-Based-Access-Control-of-Qdrant-Vector-Database
Explore how to perform Role Based Access Control in Qdrant Vector Datase
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
sergio11/voice_passport_architecture
VoicePassport 🎤 is a proof-of-concept project exploring user authentication through voice recognition, blockchain-based security ⛓️, and vector databases 📊. It aims to experiment with innovative approaches to secure and efficient identity verification in an educational or research-oriented context.
sunnybedi990/RAG-with-LLM
"A Retrieval-Augmented Generation (RAG) system for document query and summarization using vector-based search and language models.
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!
tecno-consultores/llm-lab
LLM laboratory