Agent

A modular, extensible file summarizer powered by OpenRouter (free LLM models) and the OpenAI Python SDK.

Quick Start

cp .env.example .env        # edit .env and set OPENROUTER_APIKEY
uv sync
uv run python -m app.src.main.main README.md

Prerequisites

• Python >= 3.14
• uv (install: curl -fsSL https://astral.sh/uv/install.sh | sh)

Environment Variables

Variable	Required	Default	Description
OPENROUTER_APIKEY	Yes	—	OpenRouter API key
OPENROUTER_BASE_URL	No	https://openrouter.ai/api/v1	API endpoint
OPENROUTER_MODEL	No	cohere/north-mini-code:free	Model to use
OPENROUTER_MAX_TOKENS	No	4096	Max tokens in response
OPENROUTER_TEMPERATURE	No	0.0	Sampling temperature
OPENAI_SDK_SYSTEM_PROMPT	No	"You are a helpful assistant."	System prompt

Usage

# Summarize a file
uv run agent path/to/file.txt

Docker

The agent routes all traffic through a squid container that only allows outbound connections to openrouter.ai:443. All other destinations are blocked at the proxy level.

# Create an input directory with the file to summarise
mkdir -p input
cp README.md input/myfile.txt

# Build both containers (proxy + agent)
OPENROUTER_APIKEY="sk-or-v1-..." docker compose build

# Or to run a single file non-interactively:
OPENROUTER_APIKEY="sk-or-v1-..." \
  docker compose run --rm agent /input/myfile.txt

Architecture

See ARCHITECTURE.md for the full breakdown.

app/src/main/main.py
  → data/src/main/di/data_module.py      (singleton repository)
    → openai/src/main/di/openai_module.py (wires Provider → OpenAIAgent)
      → config/src/main/config.py         (env vars)
      → model/src/main/provider.py        (dataclass)
      → openai/src/main/agent.py          (OpenAIAgent)

Project Structure

Directory	Purpose
core/config/	Env variable loading and typed constants
core/model/	Data classes (Provider) and abstract contracts (Agent)
core/openai/	OpenAI/OpenRouter agent implementation
core/data/	Repository layer wrapping agents
app/	CLI entry point
*/src/test/	Co-located unit tests for each component

Development

# Install dev dependencies
uv sync --group dev

# Run tests
uv run pytest

# Format code
uv run black .

# Lint
uv run ruff check .

# Type check
uv run mypy .

TODO

Item	Description	Status
Docker agents	Support running multiple isolated agents in separate containers	❌
LangChain datasource	Integrate LangChain document loaders as an alternative datasource	❌
OpenRouter analytics	Explore usage analytics (cost per model, token tracking, generation lookup)	❌

EOF