The Model Observer

The Model Observer

Gary Sharpe

Building an Agentic RAG with LanceDB, Anthropic’s Model Context Protocol (MCP), Bedrock, and Ollama…

Exploring what it means to be minimally ‘agentic’ using the MCP, a vector database & both cloud and locally-hosted LLMs to navigate and…

Feb 26

Building an Agentic RAG with LanceDB, Anthropic’s Model Context Protocol (MCP), Bedrock, and Ollama…

Feb 26

Gary Sharpe

Working with Anthropic’s Model Context Protocol (MCP) — Part 1

Building a simple MCP Server & Client using Server-Send Events on Google Colab

Feb 19

Working with Anthropic’s Model Context Protocol (MCP) — Part 1

Feb 19

Gary Sharpe

Lean AI with Thin Agents [repl:it]

Exploring, adapting and replicating the work documented in Thin Agents: Creating Lean AI Services with Local Fine-Tuned LLMs

Feb 17

Lean AI with Thin Agents [repl:it]

Feb 17

Gary Sharpe

Evaluating Agents with DeepEval — Part 2

Measures of success for a RAG empowered medical chat bot using DeepEval

Feb 14

Evaluating Agents with DeepEval — Part 2

Feb 14

Gary Sharpe

Using LanceDB with S3 as your Vector Database

Creating a simple RAG application using LanceDB, Crawl4AI, AWS S3 and LlamaIndex

Feb 9

Using LanceDB with S3 as your Vector Database

Feb 9

Gary Sharpe

How to Evaluate LLM Applications with DeepEval— Part 1

Measuring Success in RAG-powered Chatbots

Jan 21

How to Evaluate LLM Applications with DeepEval— Part 1

Jan 21

Gary Sharpe

AWS Bedrock in SageMaker Notebooks [Repl:it]

This article is published under what I call my Repl:it series, where I identify articles, new or old, that I want to ‘replicate’; a kind of…

Dec 11, 2024

AWS Bedrock in SageMaker Notebooks [Repl:it]

Dec 11, 2024

The Model Observer

The Model Observer is a publication exploring the frontiers of generative AI, LLMs, and agentic frameworks. We analyze cutting-edge research, prototypes, and emerging trends — offering deep insights into how AI models learn, evolve, and shape the future of intelligence. 🚀

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Gary Sharpe

I build back-end systems for moving, munging and synchronizing data from one end of the enterprise to the other.

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