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 platform for search, recommendations, RAG, and analytics offered via API

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.

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!

How to create Question-Answering system combining Langchain and OpenAI

Learn GenAI and Agentic AI from Zero to Production

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

Qdrant Vector Database on Azure Cloud

This is Microsoft Fabric Copilot Workshop

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

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

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

The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.

Production-ready local deployment of Cheshire Cat AI that delivers enterprise-grade features

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

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

Qdrant operator creates and manages Qdrant clusters running in Kubernetes

The rag pipeline for optimizing dynamic data editing.

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