Qdrant - Vector Database & Search Engine Courses

Building a RAG Movie Recommendations Chatbot with Qdrant and n8n - No-Code Tutorial

Learn to build a personalized movie recommendation chatbot using RAG technology, Qdrant Cloud, and n8n's AI starter kit - no coding needed. Create custom filters for genres, themes, and preferences.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Building Agents with LlamaIndex and Qdrant - Beyond the Tutorial

Dive into advanced agent development using LlamaIndex and Qdrant, exploring vector database integration and search engine capabilities for building sophisticated AI solutions.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Fine-tuning Embedding Models: Sentence Transformers and Emoji Recognition

Discover how to fine-tune embedding models to accurately process emojis and emotional content while maintaining backward compatibility for enhanced social media analysis.

• YouTube
• 44 minutes
• On-Demand
• Free Video

A Data-Driven Approach to Productionizing RAG Systems

Discover practical strategies for deploying RAG applications effectively, focusing on data-driven methods and optimization techniques for enhanced performance and reliability.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Building the Ultimate Hybrid Search with Qdrant - A Hands-on Tutorial

Master advanced semantic search techniques by transforming dense embedding pipelines into hybrid systems with Qdrant's latest features, including ColBERT models and universal search endpoints.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Building Search and RAG for OpenAPI Specifications

Discover how to implement vector search and RAG capabilities for OpenAPI specifications, focusing on code summarization, metadata management, and practical UI development techniques.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Advancements and Challenges in Retrieval-Augmented Generation Systems

Explore the latest developments in Retrieval-Augmented Generation systems, their real-world applications, and key challenges in implementing AI-powered information retrieval and generation solutions.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Teaching Vector Databases at Scale

Discover how vector databases are being integrated into university curricula and online learning platforms, with insights on implementing RAG patterns and scaling database education.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Building a RAG Chatbot with LangChain, OpenAI, and Groq

Learn to build a RAG-powered chatbot from scratch using LangChain, OpenAI's GPT-3.5-turbo, and Qdrant vector database for enhanced knowledge retrieval and response generation.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Production-Scale Retrieval Augmented Generation for Real-Time News Distillation

Discover how to process millions of news articles daily using open-source tools like Flowdapt, Qdrant, vLLM, and TEI for real-time RAG applications, with insights on scaling, deployment, and startup advantages.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Getting Started with DSPy - Building LLM Programs Tutorial

Discover how to build robust LLM programs using DSPy framework, from basic concepts to creating retrieve-then-read RAG systems with optimized instructions and structured data handling.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Creating a Pioneering Insight Generation Platform for Life Sciences - Using Generative AI and LLMs

Discover how to build an enterprise-scale insight generation platform using Generative AI and LLMs, focusing on transforming complex life sciences data into actionable insights while maintaining security and compliance.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Challenges in Using LLM-as-a-Judge for Production Evaluations

Explore key techniques and challenges in using LLMs as evaluation tools for AI applications, with insights on improving RAG-based systems and implementing production-grade assessments.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Vector Search for Content-Based Video Recommendation

Discover how to implement vector search for video recommendations using Qdrant, exploring practical applications, system architecture, and performance optimization techniques for high-scale platforms.

• YouTube
• 38 minutes
• On-Demand
• Free Video

The Bitter Lesson of Retrieval in Generative Language Model Workflows

Discover how leveraging data and compute in RAG architectures can enhance generative AI applications, with insights from YOKOT.AI's implementation for enterprise data solutions.

• YouTube
• 29 minutes
• On-Demand
• Free Video