AI agent starters · Rank #8
fastapi-langgraph-agent-production-ready-template
Grade A: derived only from the two verdicts below. How grades work
A production-ready FastAPI template for building AI agent applications with LangGraph integration. This template provides a robust foundation for building scalable, secure, and maintainable AI agent services.
Why this verdict
How we check →- 11 commits by 7 contributors in the last 90 days (8 in the last 30). receipt ↗
- On current major: LangChain, Pydantic. receipt ↗
- Not counted in verdict: FastAPI 0 → 0. receipt ↗
Snapshot: commit fe052a7 on master, checked 2026-10-19 06:17 UTC. Receipts link to files at this exact commit.
Dependency freshness
| Package | Declared | Latest | Status |
|---|---|---|---|
| FastAPI fastapi | 0.121.0 | 0.146.0 | Behind, not counted |
| LangChain langchain | 1.0.5 | 1.4.6 | Current |
| LangGraph langgraph | 1.0.2 | 1.2.16 | Current |
| Pydantic pydantic | 2.11.1 | 2.14.1 | Current |
Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.
What's in the stack
- Framework
- FastAPI
- Database / ORM
- PostgreSQL (psycopg), Alembic
- API layer
- Pydantic, Uvicorn
Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.
What the README says you get
- AILangGraph stateful agent
stateful agent with checkpointing, tool calling, and human-in-the-loop support
- AILong-term memory
Long-term memory via mem0 + pgvector — semantic search per user, cache-backed
- AILLM fallback service
circular model fallback, exponential backoff retries, and total timeout budget
- AICustom tool registration
Drop a LangChain @tool-decorated function in app/core/langgraph/tools/
- AnalyticsLangfuse tracing
Langfuse tracing on all LLM calls
- AnalyticsPrometheus and Grafana
Prometheus metrics + Grafana dashboards
- APIRate limiting
rate limiting via slowapi
- AuthJWT auth with sessions
JWT auth with session management
- DataAlembic migrations
Alembic migrations
- DataOptional Valkey/Redis cache
optional Valkey/Redis cache layer
- DeployDocker Compose stack
make docker-up starts the API + PostgreSQL together
- OtherStructured logging
Structured logging with request/session/user context on every line
Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.
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History
Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.
Show as a table
| Date | Maintenance | Dependencies | Commits (90d) |
|---|---|---|---|
| Oct 19, 2026 | Active | Current deps | 11 |
| Oct 12, 2026 | Active | Current deps | 7 |
| Sep 29, 2026 | Active | Current deps | 7 |
Sources
Every claim on this page comes from these public records, checked . Open them to verify.
- Commit history ↗ default branch (master) at the checked commit: pulse, contributors, last commit
- Releases ↗ latest release
- pyproject.toml ↗ declared dependency versions and stack (at commit fe052a7)
- README ↗ quoted features at the checked commit
- PyPI ↗ latest versions of Python packages (each linked in the table above)