NLP

RAG Nov 24, 2024 • 20 min read

A Crash Course on Building RAG Systems – Part 4 (With Implementation)

A deep dive into handling multiple data types in RAG systems (with implementations).

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Avi Chawla, Akshay Pachaar

NLP Oct 20, 2024 • 24 min read

AugSBERT: Bi-encoders + Cross-encoders for Sentence Pair Similarity Scoring – Part 2

A deep dive into extensions of cross-encoders and bi-encoders for sentence pair similarity.

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Avi Chawla

NLP Oct 13, 2024 • 20 min read

Bi-encoders and Cross-encoders for Sentence Pair Similarity Scoring – Part 1

A deep dive into why BERT isn't effective for sentence similarity and advancements that shaped this task forever.

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Avi Chawla