Creating an MCP Server to Run a CRM
Introduction to MCP In this post, we're going to write an MCP server. We'll use this to build a foundational understanding of the Model Context Protocol. With this foundational understanding of t
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A gentle introduction to DSPy
If you would rather watch this, get a gentle introduction to DSPy out on youtube A gentle introduction to DSPy DSPy has taken the world by storm. I
Continue ReadingBuilding AI Agents with DSPy: A Hands-on Tutorial
A first attempt at DSPy Agents from scratch This post is going to take a first pass at creating Agents from scratch, using DSPy. The goal here is education, don't use this in production. It's an e
Continue ReadingGuiding LLM Output with DSPy Assertions and Suggestions
Guiding LLM Output with DSPy Assertions and Suggestions *If you would rather watch this, you can find it on our youtube channel - give us a sub and �
Continue ReadingStructured Data Extraction using LLMs and Guardrails
Structured Data Extraction using LLMs and Guardrails AI In this post, we're going to be extracting structured data from a podcast transcript. We've all seen the ability for generative models to be
Continue ReadingStructured Data Extraction using LLMs and Instructor
Structured Data Extraction using LLMs and Instructor In this post, we're going to be extracting structured data from a podcast transcript. We've all seen the ability for generative models to be eff
Continue ReadingStructured Data Extraction using LLMs and Marvin AI
Structured Data Extraction using LLMs and Marvin AI In this post, we're going to be extracting structured data from a podcast transcript. We've all seen the ability for generative models to be eff
Continue ReadingBuilding a RAG chatbot on a podcast using LlamaIndex, FAISS and OpenAI
Building a RAG Chatbot with LlamaIndex, FAISS, and OpenAI What you'll learn in this post This post is going to teach you how to build a retrieval augmented generation (RAG) based chatbot on top
Continue ReadingBuilding a Retrieval Augmented Generation (RAG) system from scratch - Part 2: Semantics
A beginner's guide to building a RAG application from scratch part 2 - Semantic Search In our last post on building RAG from scratch. We explored the fundamentals of
Continue ReadingA beginner's guide to building a Retrieval Augmented Generation (RAG) application from scratch
A beginner's guide to building a Retrieval Augmented Generation (RAG) application from scratch Retrieval Augmented Generation, or RAG, is all the rage these days because it introduces some serious
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