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Yiqiao Jin
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·
c291457
1
Parent(s):
cb54601
Update Demo
Browse files- agentreview/environments/paper_review.py +4 -0
- agentreview/message.py +14 -0
- app.py +152 -39
agentreview/environments/paper_review.py
CHANGED
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@@ -211,3 +211,7 @@ class PaperReview(Conversation):
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player_name, phase_index=self.phase_index, next_player_idx=self._next_player_index,
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player_names=self.player_names
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)
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player_name, phase_index=self.phase_index, next_player_idx=self._next_player_index,
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player_names=self.player_names
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)
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+
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+
def get_messages_from_player(self, player_name: str) -> List[str]:
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"""Get the list of actions that the player can take."""
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return self.message_pool.get_messages_from_player(player_name)
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agentreview/message.py
CHANGED
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@@ -84,6 +84,7 @@ class MessagePool:
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"""
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self._messages.append(message)
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def print(self):
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"""Print all the messages in the pool."""
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for message in self._messages:
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@@ -148,3 +149,16 @@ class MessagePool:
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):
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visible_messages.append(message)
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return visible_messages
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"""
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self._messages.append(message)
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+
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def print(self):
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"""Print all the messages in the pool."""
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for message in self._messages:
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):
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visible_messages.append(message)
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return visible_messages
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+
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def get_messages_from_player(self, player_name: str) -> List[Message]:
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"""
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Get all the messages from a given player.
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Parameters:
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player_name (str): The name of the player.
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Returns:
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List[Message]: A list of messages from the player.
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"""
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return [message for message in self._messages if message.agent_name == player_name]
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+
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app.py
CHANGED
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@@ -14,7 +14,8 @@ from agentreview.environments import PaperReview
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from agentreview.paper_review_arena import PaperReviewArena
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from agentreview.utility.experiment_utils import initialize_players
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from agentreview.paper_review_player import PaperExtractorPlayer, AreaChair, Reviewer
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-
from agentreview.role_descriptions import get_reviewer_description, get_ac_description, get_author_config,
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# 该文件的使命是前端交互:构建前端页面,从页面中获取用户的配置,传入后端运行,将结果实时展示到相应模块
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@@ -37,8 +38,8 @@ css = """#col-container {max-width: 90%; margin-left: auto; margin-right: auto;
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DEBUG = False
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DEFAULT_BACKEND = "openai-chat"
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-
MAX_NUM_PLAYERS =
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DEFAULT_NUM_PLAYERS =
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CURRENT_STEP_INDEX = 0
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def load_examples():
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# )
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with gr.Row():
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-
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Intention_config = gr.Dropdown(
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choices=["Benign", "Malicious", "Neutral"],
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interactive=True,
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@@ -96,7 +97,7 @@ def get_player_components(name, visible):
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)
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Responsibility_config = gr.Dropdown(
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-
choices=["Responsible", "
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interactive=True,
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label = "Responsibility",
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show_label=True,
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@@ -113,10 +114,7 @@ def get_player_components(name, visible):
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autoscroll=False,
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value=get_reviewer_description()
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)
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-
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# role_desc = gr.Markdown(value=get_reviewer_description(),
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-
# visible=visible)
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-
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def update_role_desc(Intention_config, Knowledge_config, Responsibility_config):
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is_benign = True if Intention_config == "Benign" else (False if Intention_config == "Malicious" else None)
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@@ -142,7 +140,7 @@ def get_player_components(name, visible):
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f"{name} Parameters", open=False, visible=visible
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) as accordion:
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temperature = gr.Slider(
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-
minimum=0
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maximum=2.0,
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step=0.1,
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interactive=True,
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@@ -162,6 +160,51 @@ def get_player_components(name, visible):
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return [role_name, Intention_config, Knowledge_config, Responsibility_config, backend_type, accordion, temperature, max_tokens]
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def get_area_chair_components(name, visible):
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with gr.Row():
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with gr.Column():
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visible=visible,
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value=get_ac_description("BASELINE", "ac_write_metareviews", 'None', 1),
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)
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-
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def update_role_desc(AC_type):
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ac_type = 'BASELINE' if AC_type == "Normal" else AC_type.lower()
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return get_ac_description(ac_type, "ac_write_metareviews", "None", 1) # FIXME:依据阶段变化
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-
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AC_type.select(fn=update_role_desc, inputs=[AC_type], outputs=[role_desc])
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-
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with gr.Column():
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backend_type = gr.Dropdown(
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show_label=False,
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return gr.State({"arena": None})
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-
with gr.Blocks(css=css) as demo:
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state = get_empty_state()
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all_components = []
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with gr.Column(elem_id="col-container"):
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gr.Markdown(
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"""# 🤖
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-
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**[Project Homepage](https://github.com/Ahren09/AgentReview)**""",
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elem_id="header",
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)
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@@ -269,14 +312,22 @@ Using Multi-Agent to review your paper!.
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player_chatbots = []
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for i in range(MAX_NUM_PLAYERS):
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-
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with gr.Tab(player_name, visible=(i < DEFAULT_NUM_PLAYERS)):
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player_chatbot = gr.Chatbot(
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elem_id=f"chatbox-{i}",
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visible=i < DEFAULT_NUM_PLAYERS,
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label=player_name,
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show_label=False,
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-
height=600, # FIXME:
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)
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player_chatbots.append(player_chatbot)
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all_players_components, players_idx2comp = [], {}
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with gr.Blocks():
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for i in range(MAX_NUM_PLAYERS):
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-
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-
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with gr.Tab(
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player_name, visible=(i < DEFAULT_NUM_PLAYERS)
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) as tab:
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-
if
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player_comps = get_player_components(
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player_name, visible=(i < DEFAULT_NUM_PLAYERS)
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)
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-
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player_comps = get_area_chair_components(
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player_name, visible=(i < DEFAULT_NUM_PLAYERS)
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)
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players_idx2comp[i] = player_comps + [tab]
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all_players_components += player_comps + [tab]
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# Step 1: Initialize the players
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num_players = MAX_NUM_PLAYERS
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-
#
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conference = "
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paper_decision = "Accept"
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data_dir = ''
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paper_id = "12345"
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-
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# Notion: 此处设置参数,experiment_name为无效填充参数
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args = Namespace(openai_client_type="azure_openai",
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experiment_name="test",
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max_num_words=16384)
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for i in range(num_players):
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-
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role_name, intention_config, knowledge_config, responsibility_config, backend_type, temperature, max_tokens = (
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all_comps[c]
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for c in players_idx2comp[i]
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role_desc = get_reviewer_description(is_benign, is_knowledgeable, is_responsible)
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-
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role_name, ac_type, backend_type, temperature, max_tokens = (
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all_comps[c]
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for c in players_idx2comp[i]
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experiment_setting["players"]['AC'].append({"area_chair_type": ac_type})
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role_desc = get_ac_description(ac_type, "ac_write_metareviews", "None", 1)
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-
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# common config for all players
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player_config = {
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"name": role_name,
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# 人为加入paper extractor
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paper_extractor_config = get_paper_extractor_config(max_tokens=2048)
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paper_extractor = PaperExtractorPlayer(
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-
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players.append(paper_extractor)
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# 人为加入author
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all_messages = timestep.observation
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all_messages[0].content = 'Paper content has been extracted.'
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chatbot_output = _convert_to_chatbot_output(all_messages, display_recv=True)
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update_dict = {
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chatbot: chatbot_output,
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btn_step: gr.update(
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btn_restart: gr.update(interactive=True),
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state: cur_state,
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}
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-
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#
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if 'Reviewer' in player.name and arena.environment.phase_index < 4: # FIXME: 临时逻辑
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player_messages = arena.environment.get_observation(player.name)
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# 不要显示第一条长段的信息,只显示 文章内容已被抽取
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player_output = _convert_to_chatbot_output(player_messages)
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# Update the player's chatbot output
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update_dict[player_chatbots[3]] = player_output
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-
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yield update_dict
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):
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comp.change(_disable_step_button, state, btn_step)
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-
#
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btn_step.click(
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step_game,
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set(all_components + [state]),
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from agentreview.paper_review_arena import PaperReviewArena
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from agentreview.utility.experiment_utils import initialize_players
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from agentreview.paper_review_player import PaperExtractorPlayer, AreaChair, Reviewer
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+
from agentreview.role_descriptions import (get_reviewer_description, get_ac_description, get_author_config,
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+
get_paper_extractor_config, get_author_description)
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# 该文件的使命是前端交互:构建前端页面,从页面中获取用户的配置,传入后端运行,将结果实时展示到相应模块
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DEBUG = False
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DEFAULT_BACKEND = "openai-chat"
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+
MAX_NUM_PLAYERS = 5
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+
DEFAULT_NUM_PLAYERS = 5
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CURRENT_STEP_INDEX = 0
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def load_examples():
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# )
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with gr.Row():
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+
# Converting the three attributes into dropdowns
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Intention_config = gr.Dropdown(
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choices=["Benign", "Malicious", "Neutral"],
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interactive=True,
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)
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Responsibility_config = gr.Dropdown(
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choices=["Responsible", "Irresponsible", "Normal"],
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interactive=True,
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label = "Responsibility",
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show_label=True,
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autoscroll=False,
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value=get_reviewer_description()
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)
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+
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def update_role_desc(Intention_config, Knowledge_config, Responsibility_config):
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is_benign = True if Intention_config == "Benign" else (False if Intention_config == "Malicious" else None)
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f"{name} Parameters", open=False, visible=visible
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) as accordion:
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temperature = gr.Slider(
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minimum=0.,
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maximum=2.0,
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step=0.1,
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interactive=True,
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return [role_name, Intention_config, Knowledge_config, Responsibility_config, backend_type, accordion, temperature, max_tokens]
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+
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+
def get_author_components(name, visible):
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with gr.Row():
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with gr.Column():
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role_desc = gr.Textbox(
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lines=8,
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max_lines=8,
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show_label=False,
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interactive=True,
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visible=visible,
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value=get_author_description(),
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)
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with gr.Column():
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backend_type = gr.Dropdown(
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show_label=False,
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choices=list(BACKEND_REGISTRY.keys()),
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interactive=True,
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visible=visible,
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value=DEFAULT_BACKEND,
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)
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with gr.Accordion(
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f"{name} Parameters", open=False, visible=visible
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) as accordion:
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temperature = gr.Slider(
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minimum=0.,
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maximum=2.0,
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step=0.1,
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interactive=True,
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visible=visible,
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label="temperature",
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value=0.7,
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)
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max_tokens = gr.Slider(
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minimum=10,
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maximum=500,
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step=10,
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interactive=True,
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visible=visible,
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label="max tokens",
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value=200,
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)
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+
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return [role_desc, backend_type, accordion, temperature, max_tokens]
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+
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+
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def get_area_chair_components(name, visible):
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with gr.Row():
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with gr.Column():
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visible=visible,
|
| 235 |
value=get_ac_description("BASELINE", "ac_write_metareviews", 'None', 1),
|
| 236 |
)
|
| 237 |
+
|
| 238 |
def update_role_desc(AC_type):
|
| 239 |
ac_type = 'BASELINE' if AC_type == "Normal" else AC_type.lower()
|
| 240 |
return get_ac_description(ac_type, "ac_write_metareviews", "None", 1) # FIXME:依据阶段变化
|
| 241 |
+
|
| 242 |
AC_type.select(fn=update_role_desc, inputs=[AC_type], outputs=[role_desc])
|
| 243 |
+
|
| 244 |
with gr.Column():
|
| 245 |
backend_type = gr.Dropdown(
|
| 246 |
show_label=False,
|
|
|
|
| 278 |
return gr.State({"arena": None})
|
| 279 |
|
| 280 |
|
| 281 |
+
with (gr.Blocks(css=css) as demo):
|
| 282 |
state = get_empty_state()
|
| 283 |
all_components = []
|
| 284 |
|
| 285 |
with gr.Column(elem_id="col-container"):
|
| 286 |
gr.Markdown(
|
| 287 |
+
"""# 🤖[AgentReview](https://arxiv.org/abs/2406.12708)<br>
|
| 288 |
+
S Multi-Agent to Simulate conference reviews on your own papers.
|
| 289 |
**[Project Homepage](https://github.com/Ahren09/AgentReview)**""",
|
| 290 |
elem_id="header",
|
| 291 |
)
|
|
|
|
| 312 |
|
| 313 |
player_chatbots = []
|
| 314 |
for i in range(MAX_NUM_PLAYERS):
|
| 315 |
+
if i in [0, 1, 2]:
|
| 316 |
+
player_name = f"Reviewer {i + 1}"
|
| 317 |
+
|
| 318 |
+
elif i == 3:
|
| 319 |
+
player_name = "AC"
|
| 320 |
+
|
| 321 |
+
elif i == 4:
|
| 322 |
+
player_name = "Author"
|
| 323 |
+
|
| 324 |
with gr.Tab(player_name, visible=(i < DEFAULT_NUM_PLAYERS)):
|
| 325 |
player_chatbot = gr.Chatbot(
|
| 326 |
elem_id=f"chatbox-{i}",
|
| 327 |
visible=i < DEFAULT_NUM_PLAYERS,
|
| 328 |
label=player_name,
|
| 329 |
show_label=False,
|
| 330 |
+
height=600, # FIXME: this parameter is not working
|
| 331 |
)
|
| 332 |
player_chatbots.append(player_chatbot)
|
| 333 |
|
|
|
|
| 343 |
all_players_components, players_idx2comp = [], {}
|
| 344 |
with gr.Blocks():
|
| 345 |
for i in range(MAX_NUM_PLAYERS):
|
| 346 |
+
if i in [0, 1, 2]:
|
| 347 |
+
player_name = f"Reviewer {i + 1}"
|
| 348 |
+
|
| 349 |
+
elif i == 3:
|
| 350 |
+
player_name = "AC"
|
| 351 |
+
|
| 352 |
+
elif i == 4:
|
| 353 |
+
player_name = "Author"
|
| 354 |
+
|
| 355 |
+
else:
|
| 356 |
+
raise ValueError(f"Invalid player index: {i}")
|
| 357 |
with gr.Tab(
|
| 358 |
player_name, visible=(i < DEFAULT_NUM_PLAYERS)
|
| 359 |
) as tab:
|
| 360 |
+
if "Reviewer" in player_name:
|
| 361 |
player_comps = get_player_components(
|
| 362 |
player_name, visible=(i < DEFAULT_NUM_PLAYERS)
|
| 363 |
)
|
| 364 |
+
elif player_name == "AC":
|
| 365 |
player_comps = get_area_chair_components(
|
| 366 |
player_name, visible=(i < DEFAULT_NUM_PLAYERS)
|
| 367 |
)
|
| 368 |
+
elif player_name == "Author":
|
| 369 |
+
player_comps = get_author_components(
|
| 370 |
+
player_name, visible=(i < DEFAULT_NUM_PLAYERS)
|
| 371 |
+
)
|
| 372 |
|
| 373 |
players_idx2comp[i] = player_comps + [tab]
|
| 374 |
all_players_components += player_comps + [tab]
|
|
|
|
| 426 |
# Step 1: Initialize the players
|
| 427 |
num_players = MAX_NUM_PLAYERS
|
| 428 |
|
| 429 |
+
# You can ignore these fields for the demo
|
| 430 |
+
conference = "EMNLP2024"
|
| 431 |
paper_decision = "Accept"
|
| 432 |
data_dir = ''
|
| 433 |
paper_id = "12345"
|
| 434 |
+
|
|
|
|
| 435 |
args = Namespace(openai_client_type="azure_openai",
|
| 436 |
experiment_name="test",
|
| 437 |
max_num_words=16384)
|
|
|
|
| 465 |
|
| 466 |
|
| 467 |
for i in range(num_players):
|
| 468 |
+
|
| 469 |
+
role_name = role_desc = backend_type = temperature = max_tokens = None
|
| 470 |
+
|
| 471 |
+
if i in [0, 1, 2]: # reviewer
|
| 472 |
role_name, intention_config, knowledge_config, responsibility_config, backend_type, temperature, max_tokens = (
|
| 473 |
all_comps[c]
|
| 474 |
for c in players_idx2comp[i]
|
|
|
|
| 486 |
|
| 487 |
role_desc = get_reviewer_description(is_benign, is_knowledgeable, is_responsible)
|
| 488 |
|
| 489 |
+
elif i == 3: # AC
|
| 490 |
role_name, ac_type, backend_type, temperature, max_tokens = (
|
| 491 |
all_comps[c]
|
| 492 |
for c in players_idx2comp[i]
|
|
|
|
| 498 |
experiment_setting["players"]['AC'].append({"area_chair_type": ac_type})
|
| 499 |
|
| 500 |
role_desc = get_ac_description(ac_type, "ac_write_metareviews", "None", 1)
|
| 501 |
+
|
| 502 |
+
elif i == 4: # Author
|
| 503 |
+
role_name, backend_type, temperature, max_tokens = (
|
| 504 |
+
all_comps[c]
|
| 505 |
+
for c in players_idx2comp[i]
|
| 506 |
+
if not isinstance(c, (gr.Accordion, gr.Tab))
|
| 507 |
+
)
|
| 508 |
+
|
| 509 |
+
role_desc = get_author_description()
|
| 510 |
+
|
| 511 |
+
else:
|
| 512 |
+
raise ValueError(f"Invalid player index: {i}")
|
| 513 |
+
|
| 514 |
+
|
| 515 |
+
|
| 516 |
# common config for all players
|
| 517 |
player_config = {
|
| 518 |
"name": role_name,
|
|
|
|
| 541 |
# 人为加入paper extractor
|
| 542 |
paper_extractor_config = get_paper_extractor_config(max_tokens=2048)
|
| 543 |
|
| 544 |
+
paper_extractor = PaperExtractorPlayer(paper_pdf_path=paper_pdf_path,
|
| 545 |
+
data_dir=data_dir, paper_id=paper_id,
|
| 546 |
+
paper_decision=paper_decision, args=args,
|
| 547 |
+
conference=conference, **paper_extractor_config)
|
| 548 |
players.append(paper_extractor)
|
| 549 |
|
| 550 |
# 人为加入author
|
|
|
|
| 595 |
all_messages = timestep.observation
|
| 596 |
all_messages[0].content = 'Paper content has been extracted.'
|
| 597 |
chatbot_output = _convert_to_chatbot_output(all_messages, display_recv=True)
|
| 598 |
+
|
| 599 |
+
# Initialize update dictionary
|
| 600 |
update_dict = {
|
| 601 |
chatbot: chatbot_output,
|
| 602 |
btn_step: gr.update(
|
|
|
|
| 605 |
btn_restart: gr.update(interactive=True),
|
| 606 |
state: cur_state,
|
| 607 |
}
|
| 608 |
+
|
| 609 |
+
# Define a mapping of player names to their respective chatbots
|
| 610 |
+
player_name_to_chatbot = {
|
| 611 |
+
"Reviewer 1": player_chatbots[0],
|
| 612 |
+
"Reviewer 2": player_chatbots[1],
|
| 613 |
+
"Reviewer 3": player_chatbots[2],
|
| 614 |
+
"AC": player_chatbots[3],
|
| 615 |
+
"Author": player_chatbots[4],
|
| 616 |
+
}
|
| 617 |
+
|
| 618 |
+
# Update each player's chatbot output
|
| 619 |
+
for player in arena.players:
|
| 620 |
+
player_name = player.name
|
| 621 |
+
if player_name in player_name_to_chatbot:
|
| 622 |
+
player_messages = arena.environment.get_messages_from_player(player_name)
|
| 623 |
+
# player_messages[0].content = 'Paper content has been extracted.'
|
| 624 |
+
player_output = _convert_to_chatbot_output(player_messages)
|
| 625 |
+
update_dict[player_name_to_chatbot[player_name]] = player_output
|
| 626 |
+
|
| 627 |
+
# # Reviewer 1, 2, 3 Area Chair, Paper Extractor, Author
|
| 628 |
+
# for i, player in enumerate(arena.players):
|
| 629 |
+
# player_name = player.name
|
| 630 |
+
# # Get the messages for the current player
|
| 631 |
+
# player_messages = arena.environment.get_observation(player_name)
|
| 632 |
+
# player_messages[0].content = 'Paper content has been extracted.'
|
| 633 |
+
#
|
| 634 |
+
# # Convert messages to chatbot output
|
| 635 |
+
# player_output = _convert_to_chatbot_output(player_messages)
|
| 636 |
+
|
| 637 |
+
|
| 638 |
+
"""
|
| 639 |
if 'Reviewer' in player.name and arena.environment.phase_index < 4: # FIXME: 临时逻辑
|
| 640 |
player_messages = arena.environment.get_observation(player.name)
|
| 641 |
# 不要显示第一条长段的信息,只显示 文章内容已被抽取
|
|
|
|
| 649 |
player_output = _convert_to_chatbot_output(player_messages)
|
| 650 |
# Update the player's chatbot output
|
| 651 |
update_dict[player_chatbots[3]] = player_output
|
| 652 |
+
"""
|
| 653 |
+
# Ahren: Auto run
|
| 654 |
+
# if not timestep.terminal:
|
| 655 |
+
# yield from step_game(all_comps)
|
| 656 |
+
|
| 657 |
yield update_dict
|
| 658 |
|
| 659 |
|
|
|
|
| 707 |
):
|
| 708 |
comp.change(_disable_step_button, state, btn_step)
|
| 709 |
|
| 710 |
+
# Ahren: Auto run
|
| 711 |
btn_step.click(
|
| 712 |
step_game,
|
| 713 |
set(all_components + [state]),
|