An account-research application that turns company news into sales briefs with source context and suggested follow-up questions.
The repository contains a static signup interface, a Python backend, digest generation, email delivery and reply-handling modules. It demonstrates the integration work around a model: configuration, storage, scheduled jobs and delivery.
The public source does not establish that a hosted service is currently accepting signups or sending weekly emails. Running the application requires your own infrastructure and service credentials. Example customer names and signals are illustrative, not verified commercial outcomes.
| Component | Entry point |
|---|---|
| Signup interface | docs/index.html |
| API | backend/main.py |
| Research and digest generation | backend/digest.py |
| Storage | backend/db.py, schema |
| Email delivery | backend/send_email.py |
| Reply handling | backend/reply_handler.py |
Follow CONTRIBUTING.md for the environment, backend launch command and development checks. Read SECURITY.md before handling credentials or customer information.
Do not enable email delivery or scheduled workflows until the recipients, consent, data sources and account configuration have been reviewed. Model and email providers may charge for usage. Generated recommendations need human verification before outreach.
Useful checks include source validity, relevance to the tracked account, duplicate stories, unsupported claims, and delivery failures. No automated evaluation score or production reliability claim is made by this README.
Code is provided under the MIT License. Third-party news and other source material retain their own terms.