Popular GitHub Repositories for Qdrant Vector Database

How to create Question-Answering system combining Langchain and OpenAI

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

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

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.

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

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

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

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

A repository containing a modularized implementation of a Retrieval-Augmented Generation (RAG) model as Flask APIs.

Doppalf is a RAG powered AI chat bot application

RAG Chatbot for Financial Analysis

A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant Vector Database.

Feature extraction + chatbot

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.

Generating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray

RAG Backend for Aleph Alpha LLMs.

RAG (Retrieval-Augmented Generation) and vector search to transform plain questions into SQL queries, enabling effortless, intelligent conversations with your SQL database.

LLM laboratory

AI Assistant (Agent ) with Llamaindex, Qdrant and OpenAI

A Neural Search Tool that helps you find relevant papers to read based on your interests