Comprehensive guide to all available actions in the OASIS simulation environment
import asyncio
import os
from camel.models import ModelFactory
from camel.types import ModelPlatformType, ModelType
import oasis
from oasis import (ActionType, LLMAction, ManualAction,
generate_reddit_agent_graph)
async def main():
# Define the model for the agents
openai_model = ModelFactory.create(
model_platform=ModelPlatformType.OPENAI,
model_type=ModelType.GPT_4O_MINI,
)
# Define the available actions for the agents
available_actions = [
ActionType.LIKE_POST,
ActionType.DISLIKE_POST,
ActionType.CREATE_POST,
ActionType.CREATE_COMMENT,
ActionType.LIKE_COMMENT,
ActionType.DISLIKE_COMMENT,
ActionType.SEARCH_POSTS,
ActionType.SEARCH_USER,
ActionType.TREND,
ActionType.REFRESH,
ActionType.DO_NOTHING,
ActionType.FOLLOW,
ActionType.MUTE,
]
agent_graph = await generate_reddit_agent_graph(
profile_path="./data/reddit/user_data_36.json",
model=openai_model,
available_actions=available_actions,
)
# Define the path to the database
db_path = "./data/reddit_simulation.db"
# Delete the old database
if os.path.exists(db_path):
os.remove(db_path)
# Make the environment
env = oasis.make(
agent_graph=agent_graph,
platform=oasis.DefaultPlatformType.REDDIT,
database_path=db_path,
)
# Run the environment
await env.reset()
actions_1 = {}
actions_1[env.agent_graph.get_agent(0)] = [
ManualAction(action_type=ActionType.CREATE_POST,
action_args={"content": "Hello, world!"}),
ManualAction(action_type=ActionType.CREATE_COMMENT,
action_args={
"post_id": "1",
"content": "Welcome to the OASIS World!"
})
]
actions_1[env.agent_graph.get_agent(1)] = ManualAction(
action_type=ActionType.CREATE_COMMENT,
action_args={
"post_id": "1",
"content": "I like the OASIS world."
})
await env.step(actions_1)
actions_2 = {
agent: LLMAction()
for _, agent in env.agent_graph.get_agents()
}
# Perform the actions
await env.step(actions_2)
# Close the environment
await env.close()
if __name__ == "__main__":
asyncio.run(main())