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feat: Add bard api (Farama-Foundation#36)
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* Add bardapi
* Update the dep
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dexhunter committed Jun 1, 2023
1 parent edcc248 commit 06c7d85
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76 changes: 76 additions & 0 deletions chatarena/backends/bard.py
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from typing import List
import os
import re
import logging
from tenacity import retry, stop_after_attempt, wait_random_exponential

from .base import IntelligenceBackend
from ..message import Message, SYSTEM_NAME as SYSTEM

try:
import bardapi
except ImportError:
is_bard_available = False
logging.warning("bard package is not installed")
else:
bard_api_key = os.environ.get('_BARD_API_KEY')
if bard_api_key is None:
logging.warning(
"Bard API key is not set. Please set the environment variable _BARD_API_KEY")
is_bard_available = False
else:
is_bard_available = True

DEFAULT_MAX_TOKENS = 4096


class Bard(IntelligenceBackend):
"""
Interface to the Bard offered by Google.
"""
stateful = False
type_name = "bard"

def __init__(self, max_tokens: int = DEFAULT_MAX_TOKENS, **kwargs):
assert is_bard_available, "bard package is not installed or the API key is not set"
super().__init__(max_tokens=max_tokens, **kwargs)

self.max_tokens = max_tokens

self.client = bardapi.core.Bard()

@retry(stop=stop_after_attempt(6), wait=wait_random_exponential(min=1, max=60))
def _get_response(self, prompt: str):
response = self.client.get_answer(
input_text=prompt,
)

response = response['content'].strip()
return response

def query(self, agent_name: str, role_desc: str, history_messages: List[Message], global_prompt: str = None,
request_msg: Message = None, *args, **kwargs) -> str:
"""
format the input and call the Bard API
args:
agent_name: the name of the agent
role_desc: the description of the role of the agent
env_desc: the description of the environment
history_messages: the history of the conversation, or the observation for the agent
request_msg: the request from the system to guide the agent's next response
"""
all_messages = [(SYSTEM, global_prompt), (SYSTEM, role_desc)
] if global_prompt else [(SYSTEM, role_desc)]

for message in history_messages:
all_messages.append((message.agent_name, message.content))
if request_msg:
all_messages.append((SYSTEM, request_msg.content))

# current bard api doesn't support role system, so just dump the raw messages as prompt
response = self._get_response(str(all_messages), *args, **kwargs)

# Remove the agent name if the response starts with it
response = re.sub(rf"^\s*\[{agent_name}]:?", "", response).strip()

return response
1 change: 1 addition & 0 deletions setup.py
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Expand Up @@ -11,6 +11,7 @@
"prompt_toolkit==3.0.38",
"pettingzoo==1.23.0",
"chess==1.9.4",
"bardapi==0.1.11",
]

with open("README.md", "r") as f:
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