Software Engineering
Text Representation Techniques for RAG Systems with Rust
Learn key methods for representing text in RAG systems. Explore why text representation matters, implement a Bag-of-Words model, understand how embeddings capture deeper meaning, visualize embeddings with t-SNE, and compare BOW and embeddings in document retrieval and semantic search.
Rust
4 lessons
16 practices
2 hours
Text Representation
Course details
Start with a Clean-Up
Building a Vocabulary Dictionary
Transform Text into Numeric Vectors
Building a Bag-of-Words Text Processor
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