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.

All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.

How to create Question-Answering system combining Langchain and OpenAI

Qdrant Vector Database on Azure Cloud

This is Microsoft Fabric Copilot Workshop

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!

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

Bootstrap a Qdrant vector database cluster on Fly.io

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

Helper package to spin-up a Qdrant instance without Docker

A collection of scripts and utilities for working with Qdrant, OpenAI, and embeddings.

Feature extraction + chatbot

Qdrant operator creates and manages Qdrant clusters running in Kubernetes

This repository is a demonstration of deploying Qdrant, a high-performance vector database, in a distributed manner.

Revise your subjects with studybot

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

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

A semantic and full text search engine UI written in Astro and SolidJS

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.

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