Using, Reading, and Improving ChatGPT Integration Methods - ME3255
Explore advanced ChatGPT integration techniques to enhance usage, comprehension, and optimization for improved AI-powered solutions.
Deploying LLM Workloads on Kubernetes with WasmEdge and Kuasar
探索使用WasmEdge和Kuasar在Kubernetes上部署LLM工作负载，提高效率、可扩展性和稳定性。了解如何克服传统方法的挑战，实现快速、灵活、资源高效和安全的LLM应用程序开发。
Using AI Tools for Secure Coding: ChatGPT and Perplexity.ai - Part 4
Explore AI-assisted coding with ChatGPT and Perplexity.ai, learn to identify and fix vulnerabilities, and discover how Snyk can enhance your code security in this informative video.
Question Answering over Documents with RAG - Lecture 6.4
Explore Retrieval-Augmented Generation (RAG) to enhance LLMs with external data, improving accuracy and relevance in corporate settings. Learn to set up and query a RAG system using sample employee data.
Explaining OpenAI's O1 Reasoning Models - Analysis and Demonstration
Explore OpenAI's o1 models: their reasoning capabilities, trade-offs, and performance in various tasks. Includes demos and pricing information for practical understanding.
Building an AI Image Generator with OpenAI GPT-4 and DALL-E 3 API
Create your own AI image generator using ChatGPT, Next.js, and DALL-E 3 API. Learn to build a Midjourney-like tool without coding experience in this hands-on tutorial.
Developing Local AI Copilots with LangChain, NVIDIA NIM, and FAISS - LLM App Development
Learn to build a local AI copilot using LangChain, NVIDIA NIM, and FAISS. Covers document processing, vector storage, inference with Llama 3, and LangChain orchestration for responsive LLM applications.
Lindy 2.0 - AI-First Automation Platform Tutorial and Comparison
Discover Lindy 2.0, an advanced AI automation platform for custom tasks. Learn to create AI agents, build versatile tools, and integrate with various apps to enhance productivity.
Deploying LLM Workloads on Kubernetes with WasmEdge and Kuasar
Explore efficient LLM deployment on Kubernetes using WasmEdge and Kuasar. Learn how these tools enhance speed, scalability, and security for AI applications in cloud-native environments.
Configuring and Using the Camunda Hugging Face Connector for Customer Sentiment Analysis
Learn to configure and use Camunda Hugging Face Connector for analyzing customer sentiment in BPMN processes. Integrate machine learning to improve customer interactions and automate decision-making based on sentiment analysis.
Lies, Damned Lies, and Large Language Models - Measuring and Reducing Hallucinations
Explore LLM hallucinations, measure misinformation using TruthfulQA dataset, and learn about retrieval augmented generation to enhance model reliability and accuracy.
RAG with Llama 3.1 for Google Trends Data Scraping and Summarization - Streamlit Web App
Discover how to build a RAG pipeline using LLaMA 3.1 to automate article discovery and summarization based on Google Trends, showcased in a Streamlit web app for efficient content curation.
Generative AI Overview - Foundations, Models, and Applications
Explore foundational concepts of Generative AI, its evolution, and key models like DALL·E and GPT. Learn how these technologies reshape creativity and innovation across various industries.
Prompting for Code Generation - Leveraging LLMs for Efficient Programming
Learn to leverage AI for efficient code generation using OpenAI's LLMs. Explore practical examples, from simple Fibonacci sequences to complex neural networks, and discover how to integrate AI tools into your programming workflow.
Handling Revision Prompts - Iterative Code Generation with LLMs
Explore interactive code generation with LLMs, focusing on refining prompts for PyTorch neural networks. Learn to guide AI for better results and adhere to coding standards.
Introduction to Retrieval-Augmented Generation (RAG) - Lecture 6.1
Explore Retrieval-Augmented Generation (RAG) for precise document-based Q&A using LLMs and LangChain. Learn about retrieval, augmentation, and generation phases to enhance model accuracy.
Lightning Fast Builds - 6 AI Chat Apps in 15 Minutes Using Cursor IDE
Rapidly build 6 AI-powered chat applications using Cursor IDE, exploring various frameworks and integrating multiple language models for enhanced functionality.
Generate Web Components with The New Structured Outputs from OpenAI
Learn to create web components using OpenAI's structured outputs, featuring DaisyUI and an iterative autocoder. Explore AI-assisted development for efficient and innovative web design.
Getting JSON Output from Gemini
Explore techniques for generating structured JSON outputs with Gemini API, including image-based JSON extraction and Pydantic class integration for enhanced data handling.
LongWriter: Generating Extended Text with Large Language Models
Explore LongWriter: an innovative model for generating extensive text in a single pass, with demos, paper insights, and practical applications using various LLMs.
AgentWrite with LangGraph - Converting and Extending LLM Agents
Learn to convert AgentWrite to a LangGraph agent, exploring dataset generation, flow, prompts, and potential extensions for enhanced AI writing capabilities.