High-performance B2B cold email outreach engine built with FastAPI, React (Vite), Groq LPU (openai/gpt-oss-120b), and modern sales copywriting frameworks.
Extract job listings directly from career portals or raw job text, automatically match proven portfolio case studies, and stream high-converting, spam-safe cold outreach campaigns in real time.
- High-Speed Inference: Powered by Groq LPU with
openai/gpt-oss-120bfor ultra-fast token streaming. - Copywriting Frameworks:
- PAS (Problem-Agitate-Solve)
- BAB (Before-After-Bridge)
- AIDA (Attention-Interest-Desire-Action)
- Executive Short Hook (< 85 words)
- Smart Job Ingestion: Parses structured
schema.org/JobPostingJSON-LD data and falls back to Trafilatura for distraction-free markdown. - Dynamic Portfolio Manager: Hybrid semantic skill matching against your case studies with in-app CRUD.
- Spam & Deliverability Engine: Real-time safety score (0–100), word count, reading time estimation, and trigger word detection.
- Follow-up Cadence: Generates Touch 2 (Value Add) and Touch 3 (Polite Breakup) sequences automatically.
- One-Click Actions: In-place editable drafts, one-click copy, and "Open in Gmail / Mail".
Set your Groq API key in .env:
GROQ_API_KEY=your_groq_api_key_hereBackend:
pip install -r requirements.txtFrontend:
cd frontend
npm install
cd ..Windows One-Click:
- Run
start_app.bator./start_app.ps1
Or Run Individually:
- Backend:
cd backend && python -m uvicorn app.main:app --port 8000 --reload - Frontend:
cd frontend && npm run dev
Open your browser at http://localhost:5173 (API docs available at http://localhost:8000/docs).