KaiNet — Agentic Marketing Platform
FastAPI gateway for LangGraph agent teams: audience and company research, campaign strategy, creative assets, Google Ads execution, and streaming chat.
Workspace
API Quick Reference
| Method | Path | Notes |
|---|---|---|
| GET | /health | Liveness for load balancers and Docker |
| GET | /api/agents | Available agent types for the playground |
| POST | /api/chat | Non-streaming chat response (JSON) |
| POST | /chat | Streaming chat (stream: true) — SSE |
| POST | /api/company-research | Structured company research + markdown summary |
| GET | /docs | OpenAPI interactive documentation |
| GET | /api/status/deps | Dependency probes (JSON) for monitoring |
Company Research
The pipeline plans Exa queries, fetches in parallel with caching, then synthesizes sections with structured LLM outputs. Use the Studio for exports, or call /api/company-research from integrations. Audience research standalone runs attach company_research in streamed raw_data when available.
Changelog
See CHANGELOG.md in the repo root for release notes.