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Redesign Python AI engine (#5991)

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# Description of Changes
Redesign the Python AI engine to be properly agentic and make use of
`pydantic-ai` instead of `langchain` for correctness and ergonomics.
This should be a good foundation for us to build our AI engine on going
forwards.
This commit is contained in:
James Brunton
2026-03-26 10:35:47 +00:00
committed by GitHub
parent 9500acd69f
commit e10c5f6283
211 changed files with 3891 additions and 27744 deletions
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19
engine/Makefile
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@@ -4,8 +4,7 @@ REPO_ROOT_DIR = ..
ROOT_DIR = .
VENV_DIR = $(ROOT_DIR)/.venv
DEPS_STAMP := $(VENV_DIR)/.deps-installed
NODE_DEPS_STAMP := node_modules/.deps-installed
TOOL_MODELS := $(CURDIR)/src/models/tool_models.py
TOOL_MODELS := $(CURDIR)/src/stirling/models/tool_models.py
FRONTEND_DIR := $(REPO_ROOT_DIR)/frontend
FRONTEND_TSX := $(FRONTEND_DIR)/node_modules/.bin/tsx
@@ -14,10 +13,6 @@ $(DEPS_STAMP): $(ROOT_DIR)/uv.lock $(ROOT_DIR)/pyproject.toml
uv sync
touch $(DEPS_STAMP)
$(NODE_DEPS_STAMP): package-lock.json
npm ci
touch $(NODE_DEPS_STAMP)
help:
@echo "Engine commands:"
@echo " make install - Install production dependencies"
@@ -27,14 +22,14 @@ help:
@echo " make format-check - Show whether code is correctly formatted"
@echo " make typecheck - Run type checking"
@echo " make test - Run tests"
@echo " make run - Run the Flask backend with gunicorn (production)"
@echo " make run-dev - Run the Flask backend with dev server (development only)"
@echo " make tool-models - Generate src/models/tool_models_*.py from frontend TypeScript tool defs"
@echo " make run - Run the FastAPI backend with uvicorn"
@echo " make run-dev - Run the FastAPI backend with reload"
@echo " make tool-models - Generate src/stirling/models/tool_models.py from frontend TypeScript tool defs"
@echo " make clean - Clean up generated files"
@echo " make docker-build - Build Docker image"
@echo " make docker-run - Run Docker container"
install: $(DEPS_STAMP) $(NODE_DEPS_STAMP)
install: $(DEPS_STAMP)
prep: install
uv run scripts/setup_env.py
@@ -65,10 +60,10 @@ test: prep
uv run pytest tests
run: prep
cd src && PYTHONUNBUFFERED=1 uv run gunicorn --bind 0.0.0.0:5001 --workers 4 --timeout 120 --worker-class gthread --threads 4 app:app
cd src && PYTHONUNBUFFERED=1 uv run uvicorn stirling.api.app:app --host 0.0.0.0 --port 5001
run-dev: prep
cd src && PYTHONUNBUFFERED=1 uv run python app.py
cd src && PYTHONUNBUFFERED=1 uv run uvicorn stirling.api.app:app --host 0.0.0.0 --port 5001 --reload
frontend-deps:
if [ ! -x "$(FRONTEND_TSX)" ]; then cd $(FRONTEND_DIR) && npm install; fi