Qdrant Blog

How to Build Intelligent Agentic RAG with CrewAI and Qdrant

Learn how to build an agentic RAG system to semi-automate email communication with CrewAI, Qdrant, and Obsidian.

Qdrant 1.13 - GPU Indexing, Strict Mode & New Storage Engine

Voiceflow & Qdrant: Powering No-Code AI Agent Creation with Scalable Vector Search

Learn how Voiceflow builds scalable, customizable, no-code AI agent solutions for enterprises.

Building a Facial Recognition System with Qdrant

Build an AI app that uses facial recognition embeddings & vector search to match users with their celebrity look-alikes.

Best Practices in RAG Evaluation: A Comprehensive Guide

Explore best practices for evaluating Retrieval-Augmented Generation (RAG) systems.

Empowering QA.tech’s Testing Agents with Real-Time Precision and Scale

QA.tech uses Qdrant to power AI agents, enabling scalable, real-time web testing with custom embeddings and batch efficiency.

Advanced Retrieval with ColPali & Qdrant Vector Database

ColPali leverages vision language models and multivector embeddings to streamline complex document retrieval.

How Sprinklr Leverages Qdrant to Enhance AI-Driven Customer Experience Solutions

Learn how Sprinklr uses vector search to power AI tools for customer engagement.

Qdrant 1.12 - Distance Matrix, Facet Counting & On-Disk Indexing

Uncover insights with the Distance Matrix API, dynamically filter via Facet API, and offload additional payload to disk.