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dograh/AGENTS.md
Abhishek fdb7f92fcc
chore: cleaup mps v1 billing (#507) 
* chore: cleaup mps v1 billing

* chore: remove legacy file upload path

* chore: implement review comments
2026-07-07 18:38:29 +05:30

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Dograh - Project Overview

Dograh is a voice AI platform for building and deploying conversational AI agents with telephony and WebRTC support.

Project Structure

dograh/
├── api/              # Backend - FastAPI application
├── ui/               # Frontend - Next.js application
├── scripts/          # Helper scripts for local development
├── docs/             # Mintlify documentation
├── pipecat/          # Pipecat framework (git submodule)
├── docker-compose.yaml       # Production/OSS deployment
├── docker-compose-local.yaml # Local development services

Tech Stack

  • Backend: Python with FastAPI
  • Frontend: Next.js 15 with React 19, TypeScript, Tailwind CSS
  • Database: PostgreSQL with SQLAlchemy (async)
  • Cache/Queue: Redis with ARQ for background tasks
  • Storage: MinIO (S3-compatible) for audio files

Local Development

Contributor setup and service startup are documented in docs/contribution/setup.mdx.

Environment Configuration

  • api/.env - Backend environment variables. Source this when running repo-owned backend scripts against the dev DB (e.g. python -m scripts.dump_docs_openapi).
  • api/.env.test - Test-only environment variables. Source this when running pytest so tests hit the test DB and never the dev/prod credentials in api/.env.
  • ui/.env - Frontend environment variables

Typical invocation:

# Tests
source venv/bin/activate && set -a && source api/.env.test && set +a && python -m pytest api/tests/...

# Backend scripts
source venv/bin/activate && set -a && source api/.env && set +a && python -m scripts.dump_docs_openapi