Customer Support Chatbot Using Custom Knowledge Base with LangChain and Private LLM
Build a customer support chatbot using custom knowledge, LangChain, and a private LLM. Learn to create, embed data, and implement conversational and QA chains for real-time responses on a single GPU.
Deepsets, Graph Neural Networks, and Transformers in Machine Learning - Lecture 4
Explore advanced deep learning architectures like Deepsets, Graph Neural Networks, and Transformers, focusing on their applications in high energy physics data analysis and research.
Decoder-Only Transformers, ChatGPT's Specific Transformer, Clearly Explained
Comprehensive explanation of Decoder-Only Transformers used in ChatGPT, covering word embedding, position encoding, masked self-attention, and output generation, with comparisons to normal Transformers.
U-Net Person Segmentation - How to Segment Persons in Images
Learn to implement and train a U-Net model for person segmentation using TensorFlow/Keras. Covers data preprocessing, model architecture, training, and evaluation with practical code examples.
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.
Become a Master of SDXL Training with Kohya SS LoRAs - Combine Power of Automatic and SDXL LoRAs
Master SDXL LoRA training with Kohya SS: installation, optimization, and advanced techniques for high-quality image generation using Automatic1111 Web UI and minimal VRAM.
GPT Prompt Engineer Agent Creates Best Prompt for a Task with Prompt Tournament
Explore an automated prompt engineering system using GPT models, Elo ratings, and tournaments to generate optimal prompts for specific tasks.
New Code Interpreter Uses - Image to 3D, Book Scans, Multiple Datasets, Error Analysis
Explore 12 innovative uses of Code Interpreter, from 3D image plotting to data analysis, showcasing its versatility in handling complex tasks across various domains.
ChatGPT Code Interpreter - Complete Tutorial Including Prompt List
Comprehensive guide to ChatGPT's Code Interpreter feature, covering activation, file analysis, data manipulation, and image processing. Includes practical examples and a downloadable prompt list.
ChatGPT's Biggest Feature Yet - Code Interpreter
Explore ChatGPT's Code Interpreter: a powerful Python execution environment that extends AI capabilities, enabling real-time code interpretation and execution in a secure, sandboxed setting.
ChatGPT Code Interpreter - Analysis Test
Explore ChatGPT Code Interpreter's capabilities in data analysis, combining datasets, and generating Python scripts for budget comparisons across departments.
ChatGPT Code Interpreter - Amazing Example Uses
Discover amazing uses of ChatGPT's Code Interpreter plugin, from data analysis to creative applications. Learn how to leverage this powerful tool for various tasks.
Watermarking of Large Language Models
Explore statistical watermarking for LLM outputs, its context, challenges, and unsolved problems in AI attribution. Gain insights into deployment issues and resistance to translation attacks.
Human-AI Interaction in the Age of Large Language Models
Explores LLMs' impact on human-AI interaction, focusing on computational social science and AI-assisted therapy. Demonstrates how LLMs can empower individuals and foster positive change.
Are LLMs the Beginning or End of NLP?
Explore tensions in NLP due to LLM advances: task-based vs. tech stacks, ML optimization vs. software engineering principles, and the complex capabilities and limitations of modern models.
Integrating Language into Intelligent Architectures
Explore cutting-edge approaches to incorporating language into AI systems, enhancing their capabilities and potential applications in various domains.
Large Language Models Bootcamp Information Session
Comprehensive introduction to building LLM-powered applications, covering foundations, advanced techniques, and hands-on projects. Ideal for AI enthusiasts and professionals seeking practical skills in generative AI.
GPT Function Calling Deep Dive With Streaming Responses
Comprehensive tutorial on GPT function calling, covering streaming responses, basic and advanced implementations, and multi-function agent-like setups with practical Python examples.
How to Incorporate ChatGPT into Your App with Qwik.js - Developing Smarter Apps With Generative AI
Learn to integrate ChatGPT into web apps using Qwik.js and JavaScript's fetch API. Covers OpenAI authentication, HTTP requests, QwikCity actions, environment variables, and response handling for smarter app development.
How to Run LLaMA-2-70B on the Together AI
Learn to run LLaMA-2-70B on Together AI's platform. Explore the API, playground, and documentation. Gain hands-on experience with code implementation for this powerful language model.
Possible Impossibilities and Impossible Possibilities
Explore the limits and potential of large language models, questioning fundamental constraints and alternative paths beyond scale in this thought-provoking discussion on AI's future.