Qdrant Blog
Features and News
Integrating Qdrant and LangChain for Advanced Vector Similarity Search
Discover how Qdrant and LangChain can be integrated to enhance AI applications with advanced vector similarity search technology.
IrisAgent and Qdrant: Redefining Customer Support with AI
Learn how IrisAgent leverages Qdrant for RAG to automate support, and improve resolution times, transforming customer service
Dailymotion's Journey to Crafting the Ultimate Content-Driven Video Recommendation Engine with Qdrant Vector Database
Dailymotion's Journey to Crafting the Ultimate Content-Driven Video Recommendation Engine with Qdrant Vector Database
Qdrant Summer of Code 24
Introducing Qdrant Summer of Code 2024 program. GSoC alternative.
Dust and Qdrant: Using AI to Unlock Company Knowledge and Drive Employee Productivity
Using AI to Unlock Company Knowledge and Drive Employee Productivity
The Bitter Lesson of Retrieval in Generative Language Model Workflows - Mikko Lehtimäki | Vector Space Talks
Mikko Lehtimäki delves into the intricate world of retrieval-augmented generation, discussing how Yokot AI manages vast diverse data inputs and how focusing on re-ranking can massively improve LLM workflows and output quality.
Indexify Unveiled - Diptanu Gon Choudhury | Vector Space Talks
Diptanu Gon Choudhury shares insights on re-imaging Spark and data infrastructure while discussing his work on Indexify to enhance AI-driven workflows and knowledge bases.
Qdrant x Dust: How Vector Search helps make work work better - Stan Polu | Vector Space Talks
Stanislas Polu shares insights on integrating SaaS platforms into workflows, reflects on his experiences at Stripe and OpenAI, and discusses his company Dust's focus on enhancing enterprise productivity through tailored AI assistants and their recent switch to Qdrant for database management.
Introducing Qdrant Cloud on Microsoft Azure
Learn the benefits of Qdrant Cloud on Azure.
Integrating Qdrant and LangChain for Advanced Vector Similarity Search
Discover how Qdrant and LangChain can be integrated to enhance AI applications with advanced vector similarity search technology.
IrisAgent and Qdrant: Redefining Customer Support with AI
Learn how IrisAgent leverages Qdrant for RAG to automate support, and improve resolution times, transforming customer service
Dailymotion's Journey to Crafting the Ultimate Content-Driven Video Recommendation Engine with Qdrant Vector Database
Dailymotion's Journey to Crafting the Ultimate Content-Driven Video Recommendation Engine with Qdrant Vector Database
Qdrant Summer of Code 24
Introducing Qdrant Summer of Code 2024 program. GSoC alternative.
Dust and Qdrant: Using AI to Unlock Company Knowledge and Drive Employee Productivity
Using AI to Unlock Company Knowledge and Drive Employee Productivity
The Bitter Lesson of Retrieval in Generative Language Model Workflows - Mikko Lehtimäki | Vector Space Talks
Mikko Lehtimäki delves into the intricate world of retrieval-augmented generation, discussing how Yokot AI manages vast diverse data inputs and how focusing on re-ranking can massively improve LLM workflows and output quality.
Indexify Unveiled - Diptanu Gon Choudhury | Vector Space Talks
Diptanu Gon Choudhury shares insights on re-imaging Spark and data infrastructure while discussing his work on Indexify to enhance AI-driven workflows and knowledge bases.
Qdrant x Dust: How Vector Search helps make work work better - Stan Polu | Vector Space Talks
Stanislas Polu shares insights on integrating SaaS platforms into workflows, reflects on his experiences at Stripe and OpenAI, and discusses his company Dust's focus on enhancing enterprise productivity through tailored AI assistants and their recent switch to Qdrant for database management.
Introducing Qdrant Cloud on Microsoft Azure
Learn the benefits of Qdrant Cloud on Azure.
Qdrant Updated Benchmarks 2024
We've compared how Qdrant performs against the other vector search engines to give you a thorough performance analysis
Navigating challenges and innovations in search technologies
Podcast on search and LLM with Datatalk.club
Open Source Vector Search Engine and Vector Database - Andrey Vasnetsov
Andrey Vasnetsov, CTO and Co-founder of Qdrant, presents an in-depth look into the intricacies of their open-source vector search engine and database, detailing its optimized architecture, data structure challenges, and innovative filtering techniques for efficient vector similarity searches.
Vector Search Complexities: Insights from Projects in Image Search and RAG - Noé Achache | Vector Space Talks
Noé Achache shares insights on vector search complexities, discussing projects on image matching, document retrieval, and handling sensitive medical data with practical solutions and industry challenges.
Superpower your Semantic Search using Vector Database - Nicolas Mauti | Vector Space Talks
Nicolas Mauti discusses the improvements to Malt's semantic search capabilities to enhance freelancer and project matching, highlighting the transition to retriever-ranker architecture, implementation of a multilingual encoder model, and the deployment of Qdrant to significantly reduce latency.
Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks
Hamza Farooq presents the future of large language models, complex search, and copilot, discussing real-world applications and the challenges of implementing these technologies in production.
Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks
Rishabh Bhardwaj, a Data Engineer at HRS Group, discusses building a high-performance hotel matching solution with Qdrant, addressing data inconsistency, duplication, and real-time processing challenges.
FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks
Nirant Kasliwal discusses the efficiency and optimization techniques of FastEmbed, a Python library designed for speedy, lightweight embedding generation in machine learning applications.
When music just doesn't match our vibe, can AI help? - Filip Makraduli | Vector Space Talks
Filip Makraduli discusses using human language and AI to capture music vibes, encoding text with sentence transformers, generating recommendations through vector spaces, integrating Streamlit and Spotify API, and future improvements for AI-powered music recommendations.
Binary Quantization - Andrey Vasnetsov | Vector Space Talks
Andrey Vasnetsov, CTO of Qdrant, discusses the concept of binary quantization and its benefits in vector indexing, including the challenges and potential future developments of this technique.
Loading Unstructured.io Data into Qdrant from the Terminal
Learn how to simplify the process of loading unstructured data into Qdrant using the Qdrant Unstructured destination.
Chat with a codebase using Qdrant and N8N
Building a RAG-based chatbot using Qdrant and N8N to chat with a codebase on GitHub
"Vector search and applications" by Andrey Vasnetsov, CTO at Qdrant
Andrey Vasnetsov, Co-founder and CTO at Qdrant has shared about vector search and applications with Learn NLP Academy.
Full-text filter and index are already available!
Qdrant v0.10 introduced full-text filters and indexes to enable more search capabilities for those working with textual data.
Storing multiple vectors per object in Qdrant
Discover how Qdrant continues to push the boundaries of data indexing, providing insights into the practical applications and benefits of this novel vector storage strategy.
Batch vector search with Qdrant
Discover the latest feature designed to streamline and optimize large-scale searches.
Qdrant supports ARM architecture!
Qdrant's support for ARM architecture marks a pivotal step in enhancing accessibility and performance. This development optimizes data indexing and retrieval.
Qdrant has joined NVIDIA Inception Program
Along with the various opportunities it gives, we are the most excited about GPU support since it is an essential feature in Qdrant's roadmap. Stay tuned for our new updates.
Qdrant and Jina integration: storage backend support for DocArray
We are happy to announce that Jina.AI integrates Qdrant engine as a storage backend to their DocArray solution.