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lloydhamilton.bsky.social
Machine Learning Engineer. Passionate about all things data, from data visualisation to artificial intelligence. Follow me for tutorials and insights into AI.
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Getting Started

🔥 Hot off the press! Looking to integrate tool 🛠️ calling into your LangChain #LLM workflows? Check out this #python package I have just released - pypi.org/project/lang... This package connects tools built using the Model Context Protocol with LangChain 🤖.

What are some of the best way to learn #cloud technologies? Instinctually, some people may refer to #AWS certification exams. I would actually advise against this. The best way I found was to sign up to the AWS free tier and just start building. Start making mistakes and embrace the learning pains.

Zenml has release a large corpus of data that summaries different design patterns used in production for #LLM. It is a pretty useful reference to keep in your bookmarks. #ai www.zenml.io/llmops-datab...

Agentic AI systems are autonomous goal oriented systems that are transforming how we interact with #AI. We are moving away from simple question answer interactions and toward more context aware systems that mimic human like reasoning. So the important question…when will AI do my dishes for me? #llm

A vector database stores, manages and indexes high-dimensional vector data. Ever wondered how these databases power #LLM and many other types of #machinelearning applications. This blog does a great job in summarising how vector stores work. community.aws/content/2gvh...

Anthropic has just open sourced the Model Context Protocol. A step in the right direction for the #AI community. The protocol standardises how LLM interact with tools like databases or systems like slack. #LLM just got a whole lot more capable! #machinelearning www.anthropic.com/news/model-c...

LLMs are all the rage these days. Did you know that the transformer architecture underpins the boom in AI we see today? For a visual explanation of what occurs under the hood, no one does this better than 3Blue1Brown. youtu.be/wjZofJX0v4M?... #llm #ai #machinelearning