<h2>Overview:</h2>
<p>This tutorial showcases how to create a ChatGPT chatbot for a website using LangChain, Supabase, Typescript, Openai, and Next.js. LangChain is a framework designed to ease the development of scalable AI/LLM apps, while Supabase is an open-source Postgres database capable of storing embeddings via a pg vector extension.</p>
<h2>Features:</h2>
<ul>
<li><strong>LangChain Framework</strong>: Facilitates the creation of scalable AI/LLM apps.</li>
<li><strong>Supabase Database</strong>: Enables storage of embeddings with pg vector extension.</li>
<li><strong>Next.js Integration</strong>: Utilizes Next.js to build the chatbot interface.</li>
<li><strong>OpenAI Integration</strong>: Incorporates OpenAI for text embeddings.</li>
<li><strong>Typescript Support</strong>: Codebase is written in Typescript for enhanced type safety.</li>
<li><strong>Web Scraping and Embedding</strong>: Includes scripts for extracting data from specified web pages and converting it into vectors.</li>
<li><strong>Customizable Web Loader</strong>: Allows customization of elements to be extracted from web pages.</li>
<li><strong>Interactive Chatbot</strong>: Enables interaction by running the app and typing questions for the chatbot.</li>
</ul>


Mayooear

Langchain Supabase Website Chatbot