Running AI Application in Minutes: Quick Start with AI Templates

WorkshopsBuilding and deploying generative AI solutions can be challenging and time-consuming, especially for startups with limited resources and expertise. In this workshop, you will learn how to use AI templates and GitHub to quickly prototype and deploy generative AI applications...

Build, Evaluate and Deploy a RAG-based retail copilot with Azure AI

WorkshopsBuilding generative AI applications for production requires a paradigm shift to LLM Ops, with new tools, platforms and processes for orchestrating end-to-end development workflows. In this session, you’ll learn to build, evaluate and deploy an enterprise copilot application end-to-end, using...

Building with Generative AI on AWS: A Hands-On Starter

WorkshopsLearn to build generative AI applications on AWS using PartyRock and Amazon Bedrock. You will gain skills in prompt engineering and using the Bedrock API. We will also explore how to 'chat with your documents' through knowledge bases, retrieval augmented...

Git push, get an AI API.

WorkshopsLunch & Learn: In this workshop you’ll build a demo that augments an app with AI for classification, natural language search, summarization, and outlier detection. Then you’ll learn how to iteratively improve before and after shipping to prod. We’ll use...

Architecting and Testing Controllable Agents

WorkshopsEvals & LLM Ops: LLM-powered autonomous agents combine (1) Tool calling, (2) Memory, and (3) Planning to autonomously perform tasks. While they hold tremendous promise, agent reliability has been a barrier for large-scale deployment and productionisation. We’ll cover ways to...

Low Level Technicals of LLMs

WorkshopsOpen Models: This workshop will be split into 3x one hour blocks: 1. How to analyze & fix LLMs - how to find and fix bugs in Gemma, Phi-3, Llama & tokenizers 2. Finetuning with Unsloth - continued pretraining, reward modelling, QLoRA...

LLMs for the working programmer. Become a 10x programming centaur today!

WorkshopsCodeGen & Dev Tools: In this hands-on workshop, learn how Large Language Models (LLMs) can significantly improve your productivity as a software developer. Drawing from three years of experience using LLMs in every aspect of his work as a principal...

Building & Scaling an AI Agent Swarm of low latency real time voice bots!

WorkshopsMultimodality: AI Agents are becoming more powerful at a rapid pace! In this talk you will learn best practices and considerations to think about when building your AI Agent Swarm. All aspects from low latency Speech to Text, Large Language...

GitHub Copilot - The World’s Most Widely Adopted AI Developer Tool (Repeat)

WorkshopsCodeGen & Dev Tools: GitHub Copilot was introduced as “Your AI pair programmer” in January of 2021. Since then, we have been adding more and more capabilities to increase developer productivity and happiness. We’ve gone from simply leveraging AI to...

How to add secure code interpreting in your AI app

WorkshopsIn this workshop, I'll show you how to add secure AI code execution that supports any LLM in your AI app using E2B. AI-powered code execution improves reasoning of LLMs and allows you to build AI-based dashboards where users can...

From model weights to API endpoint with TensorRT-LLM

WorkshopsGPUs & Inference: TensorRT-LLM is the highest-performance model serving framework, but it can have a steep learning curve when you’re just getting started. We run TensorRT and TensorRT-LLM in production and have seen both the incredible performance gains it offers...

The A to Z of Building AI Agents

WorkshopsOpen Models: In this 2 hour workshop, we will build an AI research agent that can search for research papers, summarize them, and answer questions on topics based on past research. We will use MongoDB as the agent's memory provider...

AI Music Generation: From Prompt to Production

WorkshopsMultimodality: The rise of AI music generation tools has opened up a world of creative possibilities for musicians and non-musicians alike. This workshop will demystify these tools, providing a hands-on introduction to their capabilities and potential. Participants will learn how...

Knowledge Graphs & GraphRAG: Techniques for Building Effective GenAI Applications

WorkshopsRAG & LLM Frameworks: Learn about practical graph design patterns and retrieval strategies to more effectively customize GenAI for real-world applications. While GenAI offers great potential, it faces challenges with hallucination and lack of domain knowledge. Graph-powered retrieval augmented generation...

Building an AI assistant that makes phone calls

WorkshopsRAG & LLM Frameworks: In this workshop, we'll use a variety of technologies to build a better AI assistant. This workshop leverages a Convex vector database to establish a knowledge base, Google Cloud speech-to-text, GPT-4 API, text-to-speech, Twilio and audio...

Running AI Application in Minutes: Quick Start with AI Templates

WorkshopsBuilding and deploying generative AI solutions can be challenging and time-consuming, especially for startups with limited resources and expertise. In this workshop, you will learn how to use AI templates and GitHub to quickly prototype and deploy generative AI applications...

LLM Quality Optimization Bootcamp

WorkshopsLunch & Learn: In this bootcamp we demonstrate how smaller open source models, fine-tuned to excel at specialized tasks (e.g. classification, function calling etc.) can deliver comparable if not improved quality over proprietary state of the art models, resulting in...

GitHub Copilot - The World’s Most Widely Adopted AI Developer Tool

WorkshopsCodeGen & Dev Tools: GitHub Copilot was introduced as “Your AI pair programmer” in January of 2021. Since then, we have been adding more and more capabilities to increase developer productivity and happiness. We’ve gone from simply leveraging AI to...

Build enterprise generative AI apps using Llama-3 at 1,000 tokens/s on the SambaNova AI platform

WorkshopsIn this workshop, you will learn how to build LLM-based apps, such as a question-answering system with RAG, in LangChain using Llama-3 at 1,000 tokens per second on the SambaNova AI Platform. Level: Intermediate Abstract: SambaNova delivers generative AI capabilities to...

Building with Anthropic's Claude - The Prompt Doctor is In

WorkshopsBRING YOUR PROMPTS -- we will workshop them live! No yapping, no slop, just writing, testing, and editing prompts. Let's see how many we can get through! Got prompts that aren't working quite the way you want them to? Bring 'em...