production-grade-agentic-system

Dependency freshness

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)

AI

LangChain, LangGraph

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

• AI
  Langfuse observabilityWe are also going to use industry standard`Langfuse` for observability and monitoring of our LLM interactions
• AI
  OpenAI LLM providerWe are going to use `OpenAI` as our primary LLM provider
• Auth
  JWT authenticationThen comes the `JWT Settings` which plays an important role in authentication and session management
• Data
  PostgreSQL databaseFor the database, we are using `PostgreSQL`
• Data
  Connection poolingHere we are setting the pool size of 5 and allowing a maximum overflow of 10 connections
• Other
  Modular codebase structureLet’s create a structured directory layout for our AI system
• Other
  Dependency management with pyproject.tomlLet’s create a `pyproject.toml` file for our project
• Other
  Environment configuration managementSo, let’s create a `.env.example` file and add all the necessary environment variables
• Other
  Rate limitingFinally, we have the `Rate Limiting` and `Logging` settings
• Other
  CORS settingsThen comes the `CORS Settings` which is important for web applications
• Other
  API versioning`API_V1_STR` allows us to version our API endpoints easily
• Other
  Pydantic settings managementWe need to create a `app/core/config.py` file that will load these environment variables using `Pydantic Settings Management`
• Other
  Environment types enumerationNext, we need to define our environment types using an enumeration
• Other
  Environment-based config loadingFinally, we need to load the appropriate `.env` file based on the current environment

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote. A README claim is the maker's description, not something we tested.