Author: Alok Kumar

  • Ollama: your local LLMs

    Ollama: your local LLMs

    While working as a software developer at Optum Ireland, I came across Ollama while exploring solutions for handling sensitive healthcare provider data where privacy and compliance are critical. Ollama is a lightweight tool that allows you to run large language models (LLMs) locally on your machine — without sending any data to the internet. This

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  • LangChain: Create a Translator App in Minutes

    LangChain: Create a Translator App in Minutes

    As AI developers, we often find ourselves using powerful language models like those from OpenAI or other frontier LLM model. While OpenAI’s Python library is great, managing prompts, chaining tasks, or interacting with external tools can get messy fast. That’s where LangChain comes in. In this post, we’ll look at: What is LangChain? LangChain is

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  • Your First LLM App: Using OpenAI API with Streamlit and Python.

    Your First LLM App: Using OpenAI API with Streamlit and Python.

    We’re going to summarize any given text like a pro. Think of it as turning long emails, documents, or even your cousin’s 3-paragraph WhatsApp message into a neat JSON This is a 101-style beginner’s blog, so if you’re new to this — worry not! I’ll walk you through everything step by step, and I promise

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