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RAG against the machine

Artificial Intelligence / LLMs & RAG

150
Hours
7717
XP
7/10
Difficulty
10/10
Career

Description

Build a Retrieval-Augmented Generation system that answers questions about codebases by retrieving relevant information and generating evidence-based responses, implementing intelligent chunking, efficient retrieval (TF-IDF/BM25)

Learning outcomes

Technologies

LLMsRAGEmbeddingsVector DatabasesInformation Retrieval

Languages

Python

Metadata

ID: rag_against_the_machine

Verification: Verified

API slug: rag-against-the-machine

API ID: 2700