Artificial Intelligence

142 learners

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

See path

3 lessons

14 practices

2 hours

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

Previous Course Next Course: Beyond Basic RAG: Improving our Pipeline in Java

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Jonathan Miller

Senior Machine Learning Engineer

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I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

Scaling up RAG with Vector Databases in Java

Course details

Unit 15 practices38 min

Unit 23 practices26 min

Unit 36 practices44 min

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