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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

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3 lessons

14 practices

2 hours

RAG Systems and Vector Databases

Course details

Document Chunking and Metadata in Java

Preview

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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