Self

An open source personal site builder. Powered by Together.ai.

Tech stack

• Together.ai for the LLM
• Vercel's AI SDK as the LLM framework
• Clerk for authentication
• Next.js app router
• Helicone for observability
• S3 for object storage (PDFs)
• Upstash redis for my DB
• Vercel for hosting

How it works

1. Create an account on the site with Clerk
2. Upload a PDF which gets uploaded to S3 and does a safety check with Llama Guard
3. Send the PDF as context to Qwen 2.5 72B to extract out relevant information with structured outputs (JSON mode)
4. Get all the information & put it on a dynamic route for the user to be able to view & publish their site

Cloning & running

1. Fork or clone the repo
2. Create an account at Together AI for the LLM
3. Create an account at Upstash for the Redis DB
4. Create an account at AWS for the S3 bucket
5. Create a .env (use the .example.env for reference) and replace the API keys
6. Run pnpm install and pnpm run dev to install dependencies and run locally

Future tasks

• Change llama 3.3 to Qwen 2.5 on the app
• Add Helicone for observability
• add error logging to make sure to fix any bugs
• add ability to get to the "preview" page if you have a site already
• ability to edit any section in the resume (including links)
• add themes that you can toggle on (start with ghibli)
• Delete previously uploaded resume when we upload a new one