Lloyd Hamilton, PhD
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lloydhamilton.bsky.social
Lloyd Hamilton, PhD
@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.
🔥 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 🤖.
LinkedIn
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lnkd.in
January 27, 2025 at 8:05 PM
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.
December 16, 2024 at 10:03 PM
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...
ZenML - LLMOps Database
www.zenml.io
December 6, 2024 at 9:06 AM
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
December 5, 2024 at 1:21 PM
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...
Vector Embeddings and RAG Demystified: Leveraging Amazon Bedrock, Aurora, and LangChain - Part 1
Revolutionize big data handling and machine learning applications.
community.aws
December 3, 2024 at 1:53 PM
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...
Introducing the Model Context Protocol
The Model Context Protocol (MCP) is an open standard for connecting AI assistants to the systems where data lives, including content repositories, business tools, and development environments. Its aim...
www.anthropic.com
December 2, 2024 at 1:21 PM
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
Transformers (how LLMs work) explained visually | DL5
YouTube video by 3Blue1Brown
youtu.be
December 1, 2024 at 10:27 AM