As you build your Tech career, it's important to get a bird's eye view of the latest developments and happenings – especially when there is so much happening! Learn what goes into building a ChatGPT powered application from someone who has done it himself
Objective: Build and deploy an AI-powered application using OpenAI ChatGPT API
References
– Sample Application:
– OpenAI Documentation:
– NextJS documentation:
– `usellm` library documentation:
– React documentation:
– Tailwind CSS documentation:
– Rate limiting with Upstash:
– Deployment with Vercel:
– Sample LeetCode Question:
– Insomnia REST Client:
– Learn Prompting:
– Prompt Engineering Course:
– Final code:
Step 1 – Get Access to OpenAI API
[a] Sign up on the OpenAI API Platform
[b] Add payment method & generate API key
[c] Explore the API docs and identify required APIs
[d] Explore APIs using the OpenAI Playground
Step 2 – Development Setup & API Connection
[a] Create an GitHub repository & open it on Codespaces
[b] Initialize a NextJS application and install dependencies
[c] Connect to the OpenAI APIs using the `usellm` library
[d] Create a simple chat interface to interact with the API
Step 3 – Build AI-Powered Application Features
[a] Create a wireframe to sketch out the UI for the required use case
[b] Implement the user interface using React and Tailwind CSS
[c] Implement the functionality using OpenAI APIs using the `usellm` library
[d] Test functionality and adjust prompts and other options as required
Once developed, the application can be deployed to a platform like Vercel.
Learning Resources
Check out these resources to learn more about recent advances in artificial intelligence:
– Sparks of AGI:
– Emergence:
Check out these resources to learn the prerequisites for this tutorial:
– HTML, CSS & JavaScript (30 mins) –
– ReactJS (30 mins) –
– NextJS (30 mins) –
– Tailwind CSS (12 mins) –
– CSS Flexbox (8 mins) –
Here's are some more optional, but useful tutorials:
– Visual Studio Code (8 mins) –
– Git and GitHub (45 mins) –
– NodeJS (16 mins) –
– Fetch API (6 mins) –
– Chrome Developer Tools Tutorial (50 mins) –
– GitHub Codespaces (40 mins) –
