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Our 15 AI experts built the most comprehensive, practical, 90+ lesson courses to master AI Engineering - we have pathways for any experience at Towards AI Academy. Cohorts still open - use COHORT10 for 10% off.

Author: Thuwarakesh Murallie

Fat Context of RAG Drives Inference Cost Sky-high. Here’s How to Save Big on API Calls.
Latest  Machine Learning

Fat Context of RAG Drives Inference Cost Sky-high. Here’s How to Save Big on API Calls.

Thuwarakesh Murallie
0 like
August 29, 2025

Author(s): Thuwarakesh Murallie Originally published on Towards AI. Try this before you dump your RAG prototype. What prevents you from deploying that RAG app you developed? Image from Lummi.aiThe article discusses how to mitigate high inference costs in Retrieval-Augmented Generation (RAG) applications …

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Break The Vector Search Dependency for Truly Robust RAG Systems
Artificial Intelligence  Data Science  Latest  Machine Learning

Break The Vector Search Dependency for Truly Robust RAG Systems

Thuwarakesh Murallie
2 likes
April 1, 2025

Author(s): Thuwarakesh Murallie Originally published on Towards AI. Why your RAGs need more than just semantic search to succeed.Photo by Marek Piwnicki on Unsplash Vector search is undoubtedly the most remarkable retrieval technique to date. But this can be an overstatement. Before …

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Resource-Efficient Fine-Tuning of DeepSeek-R1
Artificial Intelligence  Data Science  Latest  Machine Learning

Resource-Efficient Fine-Tuning of DeepSeek-R1

Thuwarakesh Murallie
2 likes
February 4, 2025

Author(s): Thuwarakesh Murallie Originally published on Towards AI. How to make DeepSeek R1 to reason with your private data This member-only story is on us. Upgrade to access all of Medium. Photo by Dan Schiumarini on Unsplash We no longer seek validation …

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