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Just registered to attend Discovering Complex Causal Structures with Hellixia webinar and learn about Bayesian causality analysis using Hellixia, Bayesia Lab's new subject matter assistant. events.teams.microsoft.com/event/d857e924…

I recently read Probably Overthinking It a book on popular statistics, by Allen Downey and wrote up a small book report with my understanding of the subjects discussed in the book, may be useful as an intro / recap for folks reading it -- sujitpal.blogspot.com/2024/02/book-r…

My blog post "Thoughts on using LangChain LCEL with Claude" discusses some issues (and my solutions) I found when trying to build a Question Generation / Answering / Evaluation pipeline using LCEL (LangChain Expression Language) w/ Anthropic's Claude -- sujitpal.blogspot.com/2024/02/though…

I wrote up a blog post about using LlamaIndex 🦙 to construct hierarchical indexes using Semantic Chunking and RAPTOR (Recursive Abstractive Processing for Tree Organized Retrieval) -- sujitpal.blogspot.com/2024/03/hierar… hope you find it useful

My impressions after reading the Manning Publications MEAP Machine Learning for Drug Discovery by Dr Noah Flynn -- sujitpal.blogspot.com/2024/03/book-r…

I will be presenting (virtually) about our scalable systems for Named Entity Recognition and Linking that enable our Clinical Knowledge Graph to power our Concept Search platform at the Healthcare and Life Sciences (HCLS) workshop at #KnowledgeGraphConference

My trip report of talks I attended at Health Care and Life Sciences (HCLS) workshop at #KGC2024 where I also presented (both virtually) -- sujitpal.blogspot.com/2024/05/kgchcl…

I wrote up some findings on vector search performance, using pre-trained vs fine-tuned embeddings, and using float vs byte vs binary vectors on OpenSearch (the first two using Cosine Distance and the last using Hamming Distance), hope you find it useful -- sujitpal.blogspot.com/2024/05/perfor…

Write-up of our project submission for the #GoogleAIHackathon, task was to build creative app using #Gemini. We built an LLM based evaluation framework for #RAG systems w/example-driven prompts optimized by #DSPy to generate scores from #RAGAS metrics -- sujitpal.blogspot.com/2024/05/finetu…

My review of manning.com/books/pandas-w… by Reuven M Lerner from Manning Publications -- sujitpal.blogspot.com/2024/06/book-r… hope my review helps if you are looking to improve your Pandas skills as I was.

A colleague and I attended a hackathon to build something cool with multimodal LLMs couple of weeks back, here is what we built -- sujitpal.blogspot.com/2024/06/table-…… , and our learnings from it, hope you find it useful.

I did some experiments with Prompt Compression in a RAG (Retrieval Augmented Generation) pipeline using #LLMLingua framework and trained models and evaluated using Answer Relevancy as defined by ragas. My methods and results -- sujitpal.blogspot.com/2024/07/experi…

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Holy shit. How can they do this?? I’m in utter disbelief. Vance just repeated Trump’s LIE that HE got $35 insulin for seniors. That was 100% Biden and Kamala. RT this to correct the record!!

Description of my implementation of #GraphRAG (subset of the one proposed by Microsoft Research and LlamaIndex 🦙 based on some components being available already) and the evaluation results of this system against baseline RAG using an LLM judge -- sujitpal.blogspot.com/2024/10/using-…

I attended PyData Global 2024 last week and wrote up a trip report about the talks I attended there -- sujitpal.blogspot.com/2024/12/trip-r… hope you find it useful.

I recently applied software engineering best practices to my ML pipelines and wrote about it here. Let me know what you think, interested to hear your thoughts about how this can be improved -- sujitpal.blogspot.com/2024/12/packag…

I recently reviewed Essential GraphRAG by Tomaz Bratanic and Oskar Hane and published by Manning Publications . Here is the link to my review -- sujitpal.blogspot.com/2025/06/book-r… , hope you find it useful.

I recently reviewed Hands-on Artificial Intelligence for IoT by Dr Amita Kapoor and published by Packt Publishing -- sujitpal.blogspot.com/2025/06/book-r… , hope you find it useful!