Artificial Intelligence
1,768 learners
Scaling up RAG with Vector Databases
Discover how to scale RAG systems using vector databases. Learn to preprocess documents, store embeddings in ChromaDB, retrieve relevant chunks, and construct prompts. Manage updates and large-scale ingestion with batch strategies for efficient retrieval.
ChromaDB
Python
4 lessons
17 practices
1 hour
RAG Systems and Vector Databases
Course details
Chunking Text for Retrieval-Augmented Generation Systems
Mastering Document Chunking Basics
Preserve Sentence Boundaries in Chunks
Enhance Text Chunking Skills
Organize Chunks with Metadata
Enhance Text with Keyword Detection
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