Tutorial #8: Create a Web Scraper using ChatGPT and Selenium! VIDEO
I created a web scraper using ChatGPT and Selenium!
To run this notebook for yourself, get an OpenAI API, as well as a Custom JSON API (from Google) and Programmable Search Engine (from Google).
Get your OpenAI API key at https://platform.openai.com/account/api-keys
Get your Custom JSON API key and cx at https://developers.google.com/custom-search/v1/introduction
Jupyter Notebook Link: https://github.com/tanchongmin/TensorFlow-Implementations/blob/main/Tutorial/Web_Scraper.ipynb
Excel sheet for scraped Large Language Model courses (as of 18 Aug): https://github.com/tanchongmin/TensorFlow-Implementations/blob/main/Tutorial/Large%20Language%20Model%20courses.xlsx
Strict JSON Framework Video: https://www.youtube.com/watch?v=A6sIh-lmApk
Strict JSON Framework Code: https://github.com/tanchongmin/strictjson
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0:00 Introduction
10:06 Main Program #1: Get Websites from Google Search + Secondary URLs
15:31 Man Program #2: Extract Information from Website
19:46 Main Program #3: Sort Websites by Relevance and output it into an Excel file
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AI and ML enthusiast. Likes to think about the essences behind breakthroughs of AI and explain it in a simple and relatable way. Also, I am an avid game creator.
Discord: https://discord.gg/bzp87AHJy5
LinkedIn: https://www.linkedin.com/in/chong-min-tan-94652288/
Online AI blog: https://delvingintotech.wordpress.com/
Twitter: https://twitter.com/johntanchongmin
Try out my games here: https://simmer.io/@chongmin
Other Videos By John Tan Chong Min 2023-10-24 ChatDev: Can LLM Agents really replace a software company? 2023-10-17 LLMs and Robotics: An Overview by Daniel Tan! 2023-10-17 LLM Q&A #1: Prompting vs Fine-Tuning, More vs Fewer Sources for RAG, Prompting vs LLMs as a System 2023-10-10 LLMs as a System of Multiple Expert Agents to solve the ARC Challenge (Detailed Walkthrough) 2023-09-26 Everything about LLM Agents - Chain of Thought, Reflection, Tool Use, Memory, Multi-Agent Framework 2023-09-19 Moving Beyond Probabilities: Memory as World Modelling 2023-09-05 Symbolic Regression: Doing What LLMs cannot - Deriving Arbitrary Mathematical Relations! 2023-08-29 LLM Agents as a System (Prelim Findings Sharing): An Attempt to solve a 2-player 2D Escape Room! 2023-08-23 LLM as Pattern Machines(Part 2) - Goal Directed Decision Transformers, 10-Year Plan for Intelligence 2023-08-18 Tutorial #9: Evolution Game v2: ChatGPT (Text) and Dall-E (Image) API Integration! 2023-08-17 Tutorial #8: Create a Web Scraper using ChatGPT and Selenium! 2023-08-17 Tutorial #7: Create a Chatbot with Gradio and ChatGPT! 2023-08-15 LLMs as General Pattern Machines: Use Arbitrary Tokens to Pattern Match? 2023-08-08 Tutorial #6: LangChain & StrictJSON Implementation of Knowledge Graph Question Answer with LLMs 2023-08-08 Large Language Models and Knowledge Graphs: Merging Flexibility and Structure 2023-07-31 Tutorial #5: SymbolicAI - Automatic Retrieval Augmented Generation, Multimodal Inputs, User Packages 2023-07-27 How Llama 2 works: Ghost Attention, Quality Supervised Fine-tuning, RLHF for Safety and Helpfulness 2023-07-27 Llama 2 vs ChatGPT 2023-07-11 I-JEPA: Importance of Predicting in Latent Space 2023-07-09 Gen AI Study Group Introductory Tutorial - Transformers, ChatGPT, Prompt Engineering, Projects 2023-07-03 Tutorial #5: Strict JSON LLM Framework - Get LLM to output JSON exactly the way you want it!