Use AI to search HUGE amounts of text with the RAG Component
Автор: Convex
Загружено: 2025-07-09
Просмотров: 3416
Описание:
Learn how to level up your AI search capabilities with Convex's RAG component. In this tutorial, discover how to integrate advanced AI search into your projects, significantly reducing code complexity. With the Convex RAG component, developers can quickly ingest documents, execute fast, vector-based searches, and easily incorporate results into AI agents and tools. Ideal for enhancing search functionality within large document sets.
Use the Convex's RAG component: https://convex.link/ragyt
Timestamps:
00:00 See this diff? Hundreds of lines gone
01:10 Setting up your RAG component
01:49 Understanding embeddings and models
02:29 Adding and managing documents
03:23 Chunking documents for efficient search
04:46 Implementing vector-based search
05:51 Integrating search with Convex agents
06:55 Explore further with detailed docs
#Convex #AI #VectorSearch #rag #RAGComponent #FullStackDevelopment #WebDevelopment #OpenAI #MachineLearning #TypeScript #BackendDevelopment #DeveloperTutorial #Component #database
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