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, 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...

Sunday, June 30, 2024

Table Extraction from PDFs using Multimodal (Vision) LLMs

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Couple of weeks ago a colleague and I participated in an internal hackathon where the task was to come up with an interesting use case using...

Sunday, June 23, 2024

Book Report: Pandas Workout

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Unlike many Data Scientists, I didn't automatically reach for Pandas when I needed to analyze data. I came upon this discipline (Data S...

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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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