Sam Witteveen Courses

LangChain Basics Tutorial - LLMs & Prompt Templates with Colab

4 ratings

Build a first LangChain application with LLMs, prompt templates, few-shot prompting, and an LLM chain in Colab.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Llama 3, CrewAI, and Groq - Building an Email AI Agent

1 rating

Combine Llama3, CrewAI, and Groq to create a fast AI agent for email responses. Learn setup, tools, and implementation in this hands-on tutorial.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Microsoft OmniParser - AI Screen Reading and UI Interaction

1 rating

Discover how OmniParser enables AI agents to interpret and interact with user interfaces through advanced screen reading and LLM integration capabilities.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Kimi K2.5 - The Agent Swarm Model from Moonshot AI

1 rating

Explore Kimi K2.5's powerful agent swarm capabilities and see how Moonshot AI's latest model excels at complex task automation through collaborative AI agents.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Mistral Agents API - The New Agent System

1 rating

Explore Mistral's new Agents API, its agentic capabilities, and how to implement it through examples, cookbook resources, and documentation for building advanced LLM agents.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Gemini TTS - Native Audio Out: Using Text-to-Speech for Speech and Dialogue

1 rating

Explore Gemini TTS capabilities for speech generation, including single speaker and multi-speaker podcast demos, with practical examples in Google AI Studio and Colab.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

DeepSeek R1 Model - Technical Analysis and Implementation Guide

1 rating

Dive into DeepSeek R1's technical architecture, benchmarks, and implementation, with hands-on demonstrations using Colab and practical insights for running distilled versions.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Fine-Tuning LLMs with PEFT and LoRA

1 rating

Learn parameter-efficient fine-tuning of decoder-style GPT models with PEFT and LoRA, including a Hugging Face code walkthrough.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

PaLM2 from Scratch

Explore Google's PaLM2 AI model: improvements, specialized versions, and practical applications in the Vertex AI platform. Hands-on demonstrations of various prompting techniques and code examples included.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Understanding ReACT with LangChain

Explore ReACT framework implementation using LangChain, covering its principles, manual application, and integration for enhanced AI reasoning and task-solving capabilities.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Phi 1.5 - The Small Model Getting Big Results

Explore Phi 1.5, a small yet powerful language model. Learn about its development, capabilities, and potential applications through in-depth analysis and hands-on coding examples.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

LLaMA2 - What Are the Changes?

Explore the advancements in LLaMA2, including new base models, performance comparisons, and insights into its development and deployment on various platforms.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

PaLM 2 Meets LangChain

Explore PaLM-2's integration with LangChain, covering chatbots, information retrieval, and database creation. Learn to leverage these powerful tools for advanced language processing and AI applications.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

LangChain Expression Language

Explore LangChain Expression Language's features: bindings, OpenAI functions, output parsers, retrievers, tools, and arbitrary functions for enhanced language model interactions.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Building a RCI Chain for Agents with LangChain Expression Language

Learn to build a Recursive Criticism and Improvement (RCI) chain for AI agents using LangChain Expression Language. Explore multi-chain implementation and combined chain approaches for enhanced agent performance.

• YouTube
• 18 minutes
• Self-Paced
• Free Video