Enroll Course: https://www.udemy.com/course/llm-apps/
In the rapidly evolving world of AI, ChatGPT has become a household name, thanks to its powerful underlying models like GPT-3.5 and GPT-4, also known as Large Language Models (LLMs). While chatbots are the most common application of the ChatGPT API, its potential extends far beyond simple conversational agents. This Udemy course, “ChatGPTのAPIで5つのアプリを作ってみよう！JSON生成、属性抽出、独自文書Q & A、SQL生成、AIエージェント” (Let’s Build 5 Apps with the ChatGPT API! JSON Generation, Attribute Extraction, Custom Document Q&A, SQL Generation, AI Agent), dives deep into these exciting, non-chatbot applications.
The course focuses on practical implementation, guiding you through the creation of five distinct applications:
1. **JSON String Generation:** Learn to generate structured JSON data, perfect for applications like recipe generators.
2. **Attribute Extraction:** Master the art of extracting key information from text, such as automatically tagging blog posts.
3. **Custom Document Q&A:** Build a system that can answer questions based on your own documents, like PDFs.
4. **Natural Language to SQL:** Convert natural language queries into executable SQL commands.
5. **AI Agents:** Develop intelligent assistants for tasks like schedule management.
Using Python and the user-friendly Streamlit framework, the course emphasizes simplicity in implementation. While it touches upon popular frameworks like LangChain and LlamaIndex, the primary goal is to showcase the diverse applications of LLMs beyond chatbots, sparking your own innovative ideas. This course is ideal for anyone looking to explore the practical, real-world uses of LLM technology and expand their development horizons.
*Recent updates include guidance on Zapier NLA deprecation, fixes for `init_sqlite`, additions to the AI Agent section, model updates for image generation, handling `RateLimitError`, and addressing errors with LlamaIndex, demonstrating the course’s commitment to staying current.*
Enroll Course: https://www.udemy.com/course/llm-apps/