Software Engineering
Scaling up RAG with Vector Databases in Java
Scale your RAG system with a vector database. Learn to preprocess documents, store embeddings in ChromaDB, retrieve chunks using filters and weights, and build prompts for multi-chunk context. Also, manage updates and handle large-scale ingestion with batch strategies.
ChromaDB
Java
3 lessons
14 practices
2 hours
Badge for RAG Systems and Vector Databases,
RAG Systems and Vector Databases
Course details
Document Chunking and Metadata in Java
Chunking Text into Word Groups in Java
Refining Text Chunking with Sentence Boundaries in Java
Chunking Text with Overlap in Java
Organizing Text Chunks with Metadata in Java
Enhance Text Chunking with Keyword Detection in Java
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