Cover Letter Generator — JD + resume highlights → tailored letter
Paste a job description and 3-5 resume highlights. Get a tailored cover letter in your voice, not the generic AI tone. Free Llama 3.1 path included.
Live demo, in your browser.
Test the wrapper before you download. The free default routes through qwen2.5:3b running on our VPS (free, slower). Want to test with your own Claude / OpenAI key or your own Ollama URL? Use the "Bring your own model" panel below the demo. The downloaded code lets you swap providers freely.
Code + guide + samples. Everything to ship in 30 minutes.
- →Working Next.js app
- →Voice-matching prompt (so it doesn't read AI)
- →ATS-keyword-aware structure
- →Swap-in guide: Claude → Ollama
- →Layman-language guide on the OSS swap (no jargon, no assumed expertise)
- →README with copy-paste setup commands
- →Sample inputs and reference outputs
Because the wrapper is the part you keep.
Most AI starter kits hardcode Claude and call it a day. That puts you on a recurring bill for every demo, every test, every customer. The wrapper here ships with the working Claude path AND the free open-source path side-by-side. Use the paid API in production if you want the convenience. Switch to Llama for development, testing, or cost-sensitive deployments. Same code, different endpoint.
The guide walks through the swap in layman language — no ML jargon, no assumed familiarity with vector databases or quantization. If you can run npm install or pip install, you can follow it.