Senad Uka
0d0838e6e2
- LLMProvider interface: AnthropicLLM + ScriptedLLM test fake - System prompt composition from super-admin template + structured tenant data only (§6.3); auto-generated greetings with recording disclosure, out-of-hours variant, chat variant - Agent tools (§6.5): get_salon_info, check_availability (≤8 slots to model, agent offers ≤3), submit_booking_request (caller-ID fallback, hallucinated service-id guard), take_message - Conversation loop with tool dispatch, round-limit guard, transcript capture, outcome classification (request_created/message_taken/info_only/abandoned) - Terminal playground (python -m gogo.agent.cli) + demo seed (python -m gogo.seed) - Deterministic loop tests (ScriptedLLM) + Appendix A golden-scenario acceptance tests against a real LLM (skipped without an API key) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Gogo Telefon
Voice-first AI receptionist for small service businesses in Bosnia and Herzegovina.
The agent answers forwarded calls (and web chat), speaks Bosnian, checks real
availability and sends booking proposals to the salon owner — it never books
appointments itself. See docs/ and the product spec for details.
Architecture (short version)
caller → salon number (conditional forwarding) → GSM gateway → Asterisk
→ ring group (staff softphones) → no answer → voice agent (Pipecat)
→ tools HTTP → FastAPI backend → SchedulingProvider (Google Calendar | Partner API)
→ proposal email / partner push → owner action → (optional) SMS to client
Everything self-hosted except LLM + TTS APIs (swappable interfaces).
Development
uv venv && uv pip install -e '.[dev]'
docker compose up -d db # Postgres 16 on localhost:5433 (or use your own)
export GOGO_DATABASE_URL=postgresql+psycopg://gogo:gogo@localhost:5432/gogo
.venv/bin/alembic upgrade head
.venv/bin/uvicorn gogo.main:app --reload
Run tests (SQLite, no services needed):
.venv/bin/python -m pytest
The fake partner booking API used in tests (tests/fake_partner.py) doubles as
the reference implementation of Appendix B for partner IT teams:
.venv/bin/uvicorn tests.fake_partner:app --port 9100
Layout
| Path | What |
|---|---|
gogo/scheduling/ |
SchedulingProvider interface + google_calendar, partner_api, mock |
gogo/proposals/ |
proposal engine, action tokens, owner emails, .ics |
gogo/sms/ |
SmsProvider (console now, GSM gateway in M5) + Bosnian templates |
gogo/api/ |
action links, partner webhook, health |
gogo/agent/ |
LLM agent: prompt composition, tools, conversation loop (M2) |
gogo/voice/ |
Pipecat voice pipeline (M4) |
gogo/telephony/ |
Asterisk/GSM/forwarding codes (M4/M5) |
tests/fake_partner.py |
Appendix B reference implementation |
All code/comments in English; all client- and owner-facing text in Bosnian (Latin).