Salmon Run

Swimming upstream on the technology tide, one technology at a time. A collection of articles, tips, and random musings on application development and system design.

Sunday, June 15, 2025

Book Review: Essential Graph RAG

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Coming from a background of Knowledge Graph (KG) backed Medical Search, I don't need to be convinced about the importance of manually cu...

Tuesday, December 31, 2024

Packaging ML Pipelines from Experiment to Deployment

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As an ML Engineer, we are generally tasked with solving some business problem with technology. Typically it involves leveraging data assets ...

Sunday, December 08, 2024

Trip Report - PyData Global 2024

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I attended PyData Global 2024 last week. Its a virtual conference, so I was able to attend it from the comfort of my home, although presenta...

Saturday, October 05, 2024

Using Knowledge Graphs to enhance Retrieval Augmented Generation

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Retrieval Augmented Generation (RAG) has become a popular approach to harness LLMs for question answering using your own corpus of data. Typ...

Monday, July 29, 2024

Experiments with Prompt Compression

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I recently came across Prompt Compression (in the context of Prompt Engineering on Large Language Models) on this short course on Prompt Com...

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About me

Sujit Pal: I am a programmer interested in Semantic Search, Ontology, Natural Language Processing and Machine Learning. My programming languages of choice are Java, Scala, and Python. I love solving problems and exploring different possibilities with open source tools and frameworks.

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