Канал: Qdrant - Vector Database & Search Engine

5 Minute RAG: Build GenAI at Warp Speed

5 Minute RAG: Build GenAI at Warp Speed

How to make data ready for your RAG application with Qdrant and FastEmbed

How to make data ready for your RAG application with Qdrant and FastEmbed

Optimizing Document Retrieval with ColPali and Qdrant's Binary Quantization

Optimizing Document Retrieval with ColPali and Qdrant's Binary Quantization

Qdrant X Emergent Methods: Prototype, Pivot, and Perfect

Qdrant X Emergent Methods: Prototype, Pivot, and Perfect

Visualizing Vector Embeddings: Qdrant’s WebUI Graph Tool

Visualizing Vector Embeddings: Qdrant’s WebUI Graph Tool

RAG Movie Recommendations chatbot with Qdrant and n8n

RAG Movie Recommendations chatbot with Qdrant and n8n

Beyond the Tutorial: Building Agents with LlamaIndex & Qdrant

Beyond the Tutorial: Building Agents with LlamaIndex & Qdrant

Fine-tuning an embedding model: sentence transformers getting emotional

Fine-tuning an embedding model: sentence transformers getting emotional

Securing your RAG from Prompt Injection Attacks with Sachin Dharashivkar

Securing your RAG from Prompt Injection Attacks with Sachin Dharashivkar

A Data Driven Approach to Productionizing RAG Systems

A Data Driven Approach to Productionizing RAG Systems

What is RAG? Building Better LLM Systems with Qdrant

What is RAG? Building Better LLM Systems with Qdrant

How to Build the Ultimate Hybrid Search with Qdrant

How to Build the Ultimate Hybrid Search with Qdrant

How Vector Search Algorithms Work: An Intro to Qdrant

How Vector Search Algorithms Work: An Intro to Qdrant

Recommendation system with Qdrant and sparse vectors (Collaborative Filtering)

Recommendation system with Qdrant and sparse vectors (Collaborative Filtering)

Advanced RAG - Self Querying Retrieval

Advanced RAG - Self Querying Retrieval

Athletics and Innovation: The Inception of the Fosbury Flop with Alfredo

Athletics and Innovation: The Inception of the Fosbury Flop with Alfredo

The Easiest Way to Create an Instance in Memory

The Easiest Way to Create an Instance in Memory

The Power of Automation in Deployment with Alfredo Deza

The Power of Automation in Deployment with Alfredo Deza

Rapid RAG Optimization with Qdrant and Quotient

Rapid RAG Optimization with Qdrant and Quotient

Optimize RAG Resource Use With Semantic Cache

Optimize RAG Resource Use With Semantic Cache

Understanding Quantization in Model Performance with Nicola Procopio

Understanding Quantization in Model Performance with Nicola Procopio

Exploring the Main Components of the Cheshire Cat with Piero

Exploring the Main Components of the Cheshire Cat with Piero

Open Source Innovation by Piero Savastano and Cheshire Cat

Open Source Innovation by Piero Savastano and Cheshire Cat

Deploy 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

How Guillaume Marquis' AI Method Reduces Hallucination Levels

How Guillaume Marquis' AI Method Reduces Hallucination Levels

How Virtual Brain is Changing the Game for Knowledge Workers

How Virtual Brain is Changing the Game for Knowledge Workers

Optimizing Retrieval Processes: Insights from Guillaume Marquis

Optimizing Retrieval Processes: Insights from Guillaume Marquis

Reduce Complexity in Code: Insights from Francesco Zuppichini

Reduce Complexity in Code: Insights from Francesco Zuppichini

Video Collection Management and Efficiency

Video Collection Management and Efficiency

The Benefits of Intra-Cluster Data Transfer Explained by Robert Caulk

The Benefits of Intra-Cluster Data Transfer Explained by Robert Caulk

The Importance of Real-Time News Indexing with Robert Caulk

The Importance of Real-Time News Indexing with Robert Caulk

Reducing Communication Latency in Production

Reducing Communication Latency in Production

Introducing Qdrant Hybrid Cloud

Introducing Qdrant Hybrid Cloud

AI Agents in Clinical Trials with Hooman Sedghamiz

AI Agents in Clinical Trials with Hooman Sedghamiz

The Economics of AI in Business with Hooman

The Economics of AI in Business with Hooman

Building 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

Rise of New AI Models in 2024 Enterprise Solutions

Rise of New AI Models in 2024 Enterprise Solutions

Advancements and Challenges in RAG Systems - Syed Asad | Vector Space Talks #021

Advancements and Challenges in RAG Systems - Syed Asad | Vector Space Talks #021

Tailoring Jailbreak Checks for Specific App Purposes

Tailoring Jailbreak Checks for Specific App Purposes

Overcoming Issues in Data Set Creation

Overcoming Issues in Data Set Creation

LLM Response Breakdown: Objective Evaluation, Bias Mitigation, and Final Scoring Factors

LLM Response Breakdown: Objective Evaluation, Bias Mitigation, and Final Scoring Factors

Gen AI and Vector Search - Iveta Lohovska | Vector Space Talks #020

Gen AI and Vector Search - Iveta Lohovska | Vector Space Talks #020

Qdrant Implementation at Dailymotion

Qdrant Implementation at Dailymotion

Textual Metadata: The Key to Effective Video Representation and Accessibility

Textual Metadata: The Key to Effective Video Representation and Accessibility

Improving Recommendation Accuracy: Strategies for Analyzing TikTok and Reel Video Content

Improving Recommendation Accuracy: Strategies for Analyzing TikTok and Reel Video Content

Teaching Vector Databases at Scale - Alfredo Deza | Vector Space Talks #019

Teaching Vector Databases at Scale - Alfredo Deza | Vector Space Talks #019

The Future of Autonomous Agents and Assistance in Technology

The Future of Autonomous Agents and Assistance in Technology

Exploring Qdrant concepts - Collections

Exploring Qdrant concepts - Collections

Enhancing Company Support and Adoption of GenAI: Best Practices

Enhancing Company Support and Adoption of GenAI: Best Practices

Data Access and Leakage: Strategies for Small Tech Companies to Stay Secure

Data Access and Leakage: Strategies for Small Tech Companies to Stay Secure

How 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

The Bitter Lesson: How Data, Compute, and Large Language Models Reshape Re-ranking

The Bitter Lesson: How Data, Compute, and Large Language Models Reshape Re-ranking

Chatbot with RAG, using LangChain, OpenAI, and Groq

Chatbot with RAG, using LangChain, OpenAI, and Groq

Best 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

Developer Potential Unlocked: Diptanu's Approach to Building Data Layer

Developer Potential Unlocked: Diptanu's Approach to Building Data Layer

Rag-Based App Optimization with Diptanu

Rag-Based App Optimization with Diptanu

Talk 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

Production-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

Getting started with DSPy tutorial

Getting started with DSPy tutorial

Embeddings, Similarity Search and Qdrant

Embeddings, Similarity Search and Qdrant

Insight Generation Platform for LifeScience Corporation - Hooman Sedghamiz | Vector Space Talks #014

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 #013

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 #012

Vector Search for Content-Based Video Recommendation - Gladys and Sam | Vector Space Talk #012

Improving Model Accuracy by Factoring in Diverse Document Elements

Improving Model Accuracy by Factoring in Diverse Document Elements

Object Focusing and Noise Disturbance: Off-The-Shelf Model Benefits

Object Focusing and Noise Disturbance: Off-The-Shelf Model Benefits

Addressing Challenges in Image Matching: Focus on Attention Map Segmentation

Addressing Challenges in Image Matching: Focus on Attention Map Segmentation

Retrieval in Generative Language Model Workflows - Mikko Lehtimäki | Vector Space Talk #011

Retrieval in Generative Language Model Workflows - Mikko Lehtimäki | Vector Space Talk #011

Precision and QPS Benchmark: Elasticsearch pgvector vs. Quadrants in PostgreSQL Extension

Precision and QPS Benchmark: Elasticsearch pgvector vs. Quadrants in PostgreSQL Extension

Qdrant 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

Qdrant Team Las Palmas Off-site 2023 Recap!

Qdrant Team Las Palmas Off-site 2023 Recap!

Indexify Unveiled - Diptanu Gon Choudhury | Vector Space Talk #009

Indexify Unveiled - Diptanu Gon Choudhury | Vector Space Talk #009

Data Security in Action: Resilient Node Configurations

Data Security in Action: Resilient Node Configurations

MLOps: Managing Risks and Ensuring Agreement Between Two Models

MLOps: Managing Risks and Ensuring Agreement Between Two Models

Overcoming Complex Search Challenges to Ensure Inclusive Experiences and Accessibility

Overcoming Complex Search Challenges to Ensure Inclusive Experiences and Accessibility

The Reality of Hosting a Production System: Lessons from Chat GPT

The Reality of Hosting a Production System: Lessons from Chat GPT

Why Gen AI Projects Demand Rare UX Skills and Expertise

Why Gen AI Projects Demand Rare UX Skills and Expertise

Qdrant team offsite 2023

Qdrant team offsite 2023

Real-Time Data Processing: Navigating the Constant Influx of Information

Real-Time Data Processing: Navigating the Constant Influx of Information

HNSW vs. PG Vector IVF Flat: Accelerating Indexing Efficiency with Enhanced Accuracy

HNSW vs. PG Vector IVF Flat: Accelerating Indexing Efficiency with Enhanced Accuracy

How Language and Format Variance Impact Data Analysis and Decision Making

How Language and Format Variance Impact Data Analysis and Decision Making

Insights from Diverse Projects in Image Search and RAG - Noé Achache | Vector Space Talk #008

Insights from Diverse Projects in Image Search and RAG - Noé Achache | Vector Space Talk #008

What is a Vector Database Discovery API? | Qdrant 1.7.0 Explained | Part 3

What is a Vector Database Discovery API? | Qdrant 1.7.0 Explained | Part 3

Sparse Vectors | Qdrant 1.7.0 Explained | Part 2

Sparse Vectors | Qdrant 1.7.0 Explained | Part 2

Custom Sharding | Qdrant 1.7.0 Explained! | Part 1

Custom Sharding | Qdrant 1.7.0 Explained! | Part 1

Superpower Your Semantic Search Using Vector Database - Nicolas Mauti | Vector Space Talk #007

Superpower Your Semantic Search Using Vector Database - Nicolas Mauti | Vector Space Talk #007

Calibrating Thresholds for Effective Embedding Retrieval in Your Domain

Calibrating Thresholds for Effective Embedding Retrieval in Your Domain

Optimizing AWS Lambda Performance with Reduced Docker Image Size and Faster Cold Start Times

Optimizing AWS Lambda Performance with Reduced Docker Image Size and Faster Cold Start Times

Strategies for Meeting Latency, Cost, and Performance Criteria in Machine Learning

Strategies for Meeting Latency, Cost, and Performance Criteria in Machine Learning

Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talk #006

Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talk #006

Boosting Model Performance with Compression Aware Training

Boosting Model Performance with Compression Aware Training

Optimizing Vector Database Costs with Compression and Reduced Memory Footprint

Optimizing Vector Database Costs with Compression and Reduced Memory Footprint

Beyond Topic Similarity to Content Quality in Embeddings Using Covid-19 Symptoms Query

Beyond Topic Similarity to Content Quality in Embeddings Using Covid-19 Symptoms Query

Querying a Language Model with Song Names

Querying a Language Model with Song Names

Exploring the Power of AI in Crafting Personalized Music Playlists

Exploring the Power of AI in Crafting Personalized Music Playlists

Retrieval-Augmented Generation with Qdrant

Retrieval-Augmented Generation with Qdrant

Capturing the Vibe: Using Language to Convey the Feel of a Song

Capturing the Vibe: Using Language to Convey the Feel of a Song

High-Performance Entity Matching Solution - Rishabh Bhardwaj | Vector Space Talks #005

High-Performance Entity Matching Solution - Rishabh Bhardwaj | Vector Space Talks #005

FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks #004

FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks #004

Binary Quantization: Unlocking New Frontiers in OpenAI Model's Capabilities

Binary Quantization: Unlocking New Frontiers in OpenAI Model's Capabilities

Unveiling the Power of Binary Quantization: Enhancing Dot Production and Cosine Similarity

Unveiling the Power of Binary Quantization: Enhancing Dot Production and Cosine Similarity

Beyond OpenAI: Exploring the Future of Models and their Expanding Capacities

Beyond OpenAI: Exploring the Future of Models and their Expanding Capacities

When music just doesn't match our vibe, can AI help? - Filip Makraduli | Vector Space Talks #003

When music just doesn't match our vibe, can AI help? - Filip Makraduli | Vector Space Talks #003

Cohere Embed V3 - Nils Reimers | Vector Space Talks #002

Cohere Embed V3 - Nils Reimers | Vector Space Talks #002

Binary Quantization - Andrey Vasnetsov | Vector Space Talk #001

Binary Quantization - Andrey Vasnetsov | Vector Space Talk #001

Build a Semantic Search App with Qdrant Cloud

Build a Semantic Search App with Qdrant Cloud

Qdrant Tutorial - Semantic Search for Beginners

Qdrant Tutorial - Semantic Search for Beginners

Music Recommendation System with Qdrant Vector Search and Audio Embeddings

Music Recommendation System with Qdrant Vector Search and Audio Embeddings

Image Classification with Qdrant Vector Semantic Search

Image Classification with Qdrant Vector Semantic Search

Natural Language Processing with Qdrant for Vector Similarity Search

Natural Language Processing with Qdrant for Vector Similarity Search

Getting Started with Qdrant

Getting Started with Qdrant

Qdrant Vector Search in Rust | Arnaud Gourlay @ Rust Meetup Linz

Qdrant Vector Search in Rust | Arnaud Gourlay @ Rust Meetup Linz

Qdrant Live Stream

Qdrant Live Stream

Running Qdrant Clusters in Distributed Deployment Mode

Running Qdrant Clusters in Distributed Deployment Mode

Qdrant 0.8.0 has been released!

Qdrant 0.8.0 has been released!