server/app.py

from fastapi import FastAPI
import uvicorn

from env.feed_env import FeedRankingEnv
from agents.random_agent import RandomAgent

app = FastAPI()

env = FeedRankingEnv(task="hard")
agent = RandomAgent()


@app.get("/")
def root():
    return {"message": "OpenEnv server running"}


@app.post("/reset")
def reset():
    state = env.reset()
    return {"state": state.__dict__}


@app.post("/step")
def step():
    action = agent.act(env.state(), env.posts)
    state, reward, done, _ = env.step(action)

    return {
        "state": state.__dict__,
        "reward": reward,
        "done": done
    }


def main():
    uvicorn.run("server.app:app", host="0.0.0.0", port=7860)


if __name__ == "__main__":
    main()