Track 5: RAG: Retrieval-Augmented Generation
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
45 lessons
Track 5: RAG: Retrieval-Augmented Generation, Embeddings
Fine-Tune an Embedding Model on Your Domain
Lift retrieval accuracy with domain pairs.
Part of Get an AI Engineering Job (52 of 83)
Get notified on YouTube Udemy certificate: coming soon
Course
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
Udemy: coming soon
Tools
- sentence-transformers (open-source, free)
- Google Colab (freemium)
Watch first
- Choosing an Embedding Model: Paid vs Open, Multilingual, ColBERT
- Colab GPUs: T4, L4, A100 and What Costs Units
In this module
- Embeddings Explained With Code, Free and Local
- Choosing an Embedding Model: Paid vs Open, Multilingual, ColBERT
- Fine-Tune an Embedding Model on Your Domain
The course this lesson belongs to