Qdrant - Vector Database & Search Engine
Qdrant - Vector Database & Search Engine
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Building Facial Recognition Systems with Qdrant
Miguel Otero Pedrido used Qdrant to build a very precise face matching application. In this episode of Vector Space Talks, we discuss his learnings and what he would do when building a production-level application.
Listen in and learn how to build your own version of the Celebrity Twin App!
Links:
- Miguel's Celebrity Twin App: ua-cam.com/video/LltFAum3gVg/v-deo.html
- App Architecture and Code: github.com/neural-maze/vector-twin
- Miguel's LinkedIn: www.linkedin.com/in/migueloteropedrido/
- UA-cam Channel: www.youtube.com/ @TheNeuralMaze
- Substack Blog: theneuralmaze.substack.com
Переглядів: 523

Відео

Optimizing Document Retrieval with ColPali and Qdrant's Binary Quantization8:47Optimizing Document Retrieval with ColPali and Qdrant's Binary Quantization
Optimizing Document Retrieval with ColPali and Qdrant's Binary Quantization
Переглядів 3,2 тис.2 місяці тому
ColPali is a new document retrieval model and training strategy that leverages Vision Language Models (VLMs) to index document pages based on their visual elements. In this video, we'll demonstrate how ColPali works and how you can use Binary Quantization to achieve faster and more efficient results without compromising accuracy. ColPali paper: arxiv.org/abs/2407.01449 ColPali and Qdrant by Dan...
Visualizing Vector Embeddings: Qdrant’s WebUI Graph Tool1:30Visualizing Vector Embeddings: Qdrant’s WebUI Graph Tool
Visualizing Vector Embeddings: Qdrant’s WebUI Graph Tool
Переглядів 1,5 тис.2 місяці тому
Access the dashboard by creating a free account: cloud.qdrant.io Quickstart: qdrant.tech/documentation/quickstart-cloud/
RAG Movie Recommendations chatbot with Qdrant and n8n32:09RAG Movie Recommendations chatbot with Qdrant and n8n
RAG Movie Recommendations chatbot with Qdrant and n8n
Переглядів 3,8 тис.3 місяці тому
Ever wanted to watch a vampire movie but not something overly romantic like Twilight? Or a magical adventure, but you’re done rewatching Harry Potter for the millionth time? Well, then we won’t just give you a fish; we'll hand you the fishing rod!:) Learn how to build your own RAG movie recommendation chatbot - to get exactly what you like and avoid what you want to avoid - using the free-tier ...
What is RAG? Building Better LLM Systems with Qdrant4:35What is RAG? Building Better LLM Systems with Qdrant
What is RAG? Building Better LLM Systems with Qdrant
Переглядів 1,4 тис.5 місяців тому
Large Language Models (LLMs) often struggle to keep up with new information. So, how can we fix this? In this video, discover how Retrieval-Augmented Generation (RAG) integrates real-time data from vector databases like Qdrant to ensure accurate and relevant answers instantly. Join us as we explore fundamental RAG concepts, including indexing, chunking, embedding, retrieving, and generating dat...
How Vector Search Algorithms Work: An Intro to Qdrant3:29How Vector Search Algorithms Work: An Intro to Qdrant
How Vector Search Algorithms Work: An Intro to Qdrant
Переглядів 4,6 тис.6 місяців тому
How Vector Search Algorithms Work: An Intro to Qdrant
Recommendation system with Qdrant and sparse vectors (Collaborative Filtering)3:55Recommendation system with Qdrant and sparse vectors (Collaborative Filtering)
Recommendation system with Qdrant and sparse vectors (Collaborative Filtering)
Переглядів 1,3 тис.6 місяців тому
Recommendation system with Qdrant and sparse vectors (Collaborative Filtering)
Advanced RAG - Self Querying Retrieval7:34Advanced RAG - Self Querying Retrieval
Advanced RAG - Self Querying Retrieval
Переглядів 7 тис.7 місяців тому
Advanced RAG - Self Querying Retrieval
Optimize RAG Resource Use With Semantic Cache8:43Optimize RAG Resource Use With Semantic Cache
Optimize RAG Resource Use With Semantic Cache
Переглядів 6 тис.8 місяців тому
Optimize RAG Resource Use With Semantic Cache
Deploy a Production-Ready Vector Database in 5 Minutes With Qdrant Hybrid Cloud6:44Deploy a Production-Ready Vector Database in 5 Minutes With Qdrant Hybrid Cloud
Deploy a Production-Ready Vector Database in 5 Minutes With Qdrant Hybrid Cloud
Переглядів 1,9 тис.8 місяців тому
Deploy a Production-Ready Vector Database in 5 Minutes With Qdrant Hybrid Cloud
Introducing Qdrant Hybrid Cloud1:48Introducing Qdrant Hybrid Cloud
Introducing Qdrant Hybrid Cloud
Переглядів 1,1 тис.8 місяців тому
Introducing Qdrant Hybrid Cloud
Building Search/RAG for an OpenAPI spec - Nick Khami | Vector Space Talk #02232:43Building Search/RAG for an OpenAPI spec - Nick Khami | Vector Space Talk #022
Building Search/RAG for an OpenAPI spec - Nick Khami | Vector Space Talk #022
Переглядів 6148 місяців тому
Building Search/RAG for an OpenAPI spec - Nick Khami | Vector Space Talk #022
Advancements and Challenges in RAG Systems - Syed Asad | Vector Space Talks #02136:56Advancements and Challenges in RAG Systems - Syed Asad | Vector Space Talks #021
Advancements and Challenges in RAG Systems - Syed Asad | Vector Space Talks #021
Переглядів 4108 місяців тому
Advancements and Challenges in RAG Systems - Syed Asad | Vector Space Talks #021
Gen AI and Vector Search - Iveta Lohovska | Vector Space Talks #02026:24Gen AI and Vector Search - Iveta Lohovska | Vector Space Talks #020
Gen AI and Vector Search - Iveta Lohovska | Vector Space Talks #020
Переглядів 2659 місяців тому
Gen AI and Vector Search - Iveta Lohovska | Vector Space Talks #020
Teaching Vector Databases at Scale - Alfredo Deza | Vector Space Talks #01935:31Teaching Vector Databases at Scale - Alfredo Deza | Vector Space Talks #019
Teaching Vector Databases at Scale - Alfredo Deza | Vector Space Talks #019
Переглядів 2419 місяців тому
Teaching Vector Databases at Scale - Alfredo Deza | Vector Space Talks #019
Exploring Qdrant concepts - Collections7:50Exploring Qdrant concepts - Collections
Exploring Qdrant concepts - Collections
Переглядів 1,4 тис.9 місяців тому
Exploring Qdrant concepts - Collections
How to meow on the long tail with Cheshire Cat AI? - Piero and Nicola | Vector Space Talks #01829:50How to meow on the long tail with Cheshire Cat AI? - Piero and Nicola | Vector Space Talks #018
How to meow on the long tail with Cheshire Cat AI? - Piero and Nicola | Vector Space Talks #018
Переглядів 2599 місяців тому
How to meow on the long tail with Cheshire Cat AI? - Piero and Nicola | Vector Space Talks #018
Chatbot with RAG, using LangChain, OpenAI, and Groq20:14Chatbot with RAG, using LangChain, OpenAI, and Groq
Chatbot with RAG, using LangChain, OpenAI, and Groq
Переглядів 26 тис.9 місяців тому
Chatbot with RAG, using LangChain, OpenAI, and Groq
Best RAG to unleash the power of AI - Guillaume Marquis of VirtualBrain | Vector Space Talks #01736:40Best RAG to unleash the power of AI - Guillaume Marquis of VirtualBrain | Vector Space Talks #017
Best RAG to unleash the power of AI - Guillaume Marquis of VirtualBrain | Vector Space Talks #017
Переглядів 2669 місяців тому
Best RAG to unleash the power of AI - Guillaume Marquis of VirtualBrain | Vector Space Talks #017
Talk with YouTube without paying a cent - Francesco Saverio Zuppichini | Vector Space Talks #01646:17Talk with YouTube without paying a cent - Francesco Saverio Zuppichini | Vector Space Talks #016
Talk with YouTube without paying a cent - Francesco Saverio Zuppichini | Vector Space Talks #016
Переглядів 57210 місяців тому
Talk with UA-cam without paying a cent - Francesco Saverio Zuppichini | Vector Space Talks #016
Production-scale RAG for Real-Time News Distillation - Robert Caulk | Vector Space Talks #01533:43Production-scale RAG for Real-Time News Distillation - Robert Caulk | Vector Space Talks #015
Production-scale RAG for Real-Time News Distillation - Robert Caulk | Vector Space Talks #015
Переглядів 94510 місяців тому
Production-scale RAG for Real-Time News Distillation - Robert Caulk | Vector Space Talks #015
Getting started with DSPy tutorial34:34Getting started with DSPy tutorial
Getting started with DSPy tutorial
Переглядів 19 тис.10 місяців тому
Getting started with DSPy tutorial
Embeddings, Similarity Search and Qdrant12:29Embeddings, Similarity Search and Qdrant
Embeddings, Similarity Search and Qdrant
Переглядів 3,3 тис.10 місяців тому
Embeddings, Similarity Search and Qdrant
Insight Generation Platform for LifeScience Corporation - Hooman Sedghamiz | Vector Space Talks #01434:00Insight Generation Platform for LifeScience Corporation - Hooman Sedghamiz | Vector Space Talks #014
Insight Generation Platform for LifeScience Corporation - Hooman Sedghamiz | Vector Space Talks #014
Переглядів 26010 місяців тому
Insight Generation Platform for LifeScience Corporation - Hooman Sedghamiz | Vector Space Talks #014
The challenges in using LLM-as-a-Judge - Sourabh Agrawal | Vector Space Talk #01342:53The challenges in using LLM-as-a-Judge - Sourabh Agrawal | Vector Space Talk #013
The challenges in using LLM-as-a-Judge - Sourabh Agrawal | Vector Space Talk #013
Переглядів 1,1 тис.10 місяців тому
The challenges in using LLM-as-a-Judge - Sourabh Agrawal | Vector Space Talk #013
Vector Search for Content-Based Video Recommendation - Gladys and Sam | Vector Space Talk #01237:30Vector Search for Content-Based Video Recommendation - Gladys and Sam | Vector Space Talk #012
Vector Search for Content-Based Video Recommendation - Gladys and Sam | Vector Space Talk #012
Переглядів 32811 місяців тому
Vector Search for Content-Based Video Recommendation - Gladys and Sam | Vector Space Talk #012
Retrieval in Generative Language Model Workflows - Mikko Lehtimäki | Vector Space Talk #01129:12Retrieval in Generative Language Model Workflows - Mikko Lehtimäki | Vector Space Talk #011
Retrieval in Generative Language Model Workflows - Mikko Lehtimäki | Vector Space Talk #011
Переглядів 37311 місяців тому
Retrieval in Generative Language Model Workflows - Mikko Lehtimäki | Vector Space Talk #011
Qdrant x Dust: How Vector Search helps make work work better - Stan Polu | Vector Space Talk #01034:55Qdrant x Dust: How Vector Search helps make work work better - Stan Polu | Vector Space Talk #010
Qdrant x Dust: How Vector Search helps make work work better - Stan Polu | Vector Space Talk #010
Переглядів 34411 місяців тому
Qdrant x Dust: How Vector Search helps make work work better - Stan Polu | Vector Space Talk #010
Qdrant Team Las Palmas Off-site 2023 Recap!0:59Qdrant Team Las Palmas Off-site 2023 Recap!
Qdrant Team Las Palmas Off-site 2023 Recap!
Переглядів 37011 місяців тому
Qdrant Team Las Palmas Off-site 2023 Recap!
Indexify Unveiled - Diptanu Gon Choudhury | Vector Space Talk #00930:23Indexify Unveiled - Diptanu Gon Choudhury | Vector Space Talk #009
Indexify Unveiled - Diptanu Gon Choudhury | Vector Space Talk #009
Переглядів 44311 місяців тому
Indexify Unveiled - Diptanu Gon Choudhury | Vector Space Talk #009