Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Data Preparation for RAG Applications Using Qdrant and FastEmbed

Qdrant - Vector Database & Search Engine via YouTube

Overview

Discover essential data preparation techniques for RAG applications in this 55-minute webinar focused on leveraging Qdrant vector database and FastEmbed embedding generation library. Master the fundamentals of data preparation for AI applications, including various data types compatible with Qdrant, effective chunking methodologies, and efficient embedding generation using FastEmbed. Explore indexing techniques and learn the proper methods for loading data into Qdrant. Gain practical insights into transforming raw data into AI-ready formats, ensuring a robust foundation for Retrieval-Augmented Generation applications. Perfect for machine learning practitioners, data scientists, and AI enthusiasts interested in building or optimizing AI applications, this session delivers hands-on knowledge about data preparation workflows and best practices for implementing RAG solutions.

Syllabus

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

Taught by

Qdrant - Vector Database & Search Engine

Reviews

Start your review of Data Preparation for RAG Applications Using Qdrant and FastEmbed

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.