From dc72b5d86267988f259e5a8e27b791347b280928 Mon Sep 17 00:00:00 2001 From: vincent Date: Mon, 27 Jan 2025 20:14:29 +0800 Subject: [PATCH 1/8] fix big --- src/agent/custom_prompts.py | 2 +- src/controller/custom_controller.py | 2 +- src/utils/utils.py | 2 ++ 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/src/agent/custom_prompts.py b/src/agent/custom_prompts.py index f42859e..16236b4 100644 --- a/src/agent/custom_prompts.py +++ b/src/agent/custom_prompts.py @@ -56,7 +56,7 @@ class CustomSystemPrompt(SystemPrompt): - Use scroll to find elements you are looking for 5. TASK COMPLETION: - - If you think all the requirements of user\'s instruction have been completed and no further operation is required, output the done action to terminate the operation process. + - If you think all the requirements of user\'s instruction have been completed and no further operation is required, output the **Done** action to terminate the operation process. - Don't hallucinate actions. - If the task requires specific information - make sure to include everything in the done function. This is what the user will see. - If you are running out of steps (current step), think about speeding it up, and ALWAYS use the done action as the last action. diff --git a/src/controller/custom_controller.py b/src/controller/custom_controller.py index a89bef0..4e2ca0f 100644 --- a/src/controller/custom_controller.py +++ b/src/controller/custom_controller.py @@ -3,7 +3,7 @@ from typing import Optional, Type from pydantic import BaseModel from browser_use.agent.views import ActionResult from browser_use.browser.context import BrowserContext -from browser_use.controller.service import Controller +from browser_use.controller.service import Controller, DoneAction class CustomController(Controller): diff --git a/src/utils/utils.py b/src/utils/utils.py index 0cc537b..dd5a57f 100644 --- a/src/utils/utils.py +++ b/src/utils/utils.py @@ -99,6 +99,7 @@ def get_llm_model(provider: str, **kwargs): model=kwargs.get("model_name", "deepseek-r1:7b"), temperature=kwargs.get("temperature", 0.0), num_ctx=kwargs.get("num_ctx", 32000), + num_predict=kwargs.get("num_predict", 1024), base_url=kwargs.get("base_url", base_url), ) else: @@ -106,6 +107,7 @@ def get_llm_model(provider: str, **kwargs): model=kwargs.get("model_name", "qwen2.5:7b"), temperature=kwargs.get("temperature", 0.0), num_ctx=kwargs.get("num_ctx", 32000), + num_predict=kwargs.get("num_predict", 1024), base_url=kwargs.get("base_url", base_url), ) elif provider == "azure_openai": From 69b687003c744c218e99a990c2928b18579a57cd Mon Sep 17 00:00:00 2001 From: vincent Date: Tue, 28 Jan 2025 12:19:42 +0800 Subject: [PATCH 2/8] fix chrome user data --- README.md | 2 +- requirements.txt | 1 + src/agent/custom_agent.py | 41 +++-- src/agent/custom_massage_manager.py | 27 ++- src/agent/custom_prompts.py | 17 +- tests/test_browser_use.py | 160 +++--------------- tests/test_llm_api.py | 4 +- webui.py | 17 +- .../BrowserMetrics-67985A7A-6717.pma | Bin 0 -> 4194304 bytes .../Google/Chrome/ChromeFeatureState | 6 + .../Google/Chrome/Consent To Send Stats | 0 .../Chrome/Default/Affiliation Database | Bin 0 -> 53248 bytes .../Default/Affiliation Database-journal | 0 .../Chrome/Default/Cache/Cache_Data/index | Bin 0 -> 24 bytes .../Cache/Cache_Data/index-dir/the-real-index | Bin 0 -> 48 bytes .../Chrome/Default/ClientCertificates/LOCK | 0 .../Chrome/Default/ClientCertificates/LOG | 0 .../Default/Code Cache/js/7018b8cf1c3b00c7_0 | Bin 0 -> 306 bytes .../Default/Code Cache/js/ba678a2fbd8c358c_0 | Bin 0 -> 298 bytes .../Google/Chrome/Default/Code Cache/js/index | Bin 0 -> 24 bytes .../Code Cache/js/index-dir/the-real-index | Bin 0 -> 96 bytes .../Chrome/Default/Code Cache/wasm/index | Bin 0 -> 24 bytes .../Code Cache/wasm/index-dir/the-real-index | Bin 0 -> 48 bytes .../Google/Chrome/Default/Cookies | Bin 0 -> 20480 bytes .../Google/Chrome/Default/Cookies-journal | 0 .../Chrome/Default/DawnGraphiteCache/data_0 | Bin 0 -> 8192 bytes .../Chrome/Default/DawnGraphiteCache/data_1 | Bin 0 -> 270336 bytes .../Chrome/Default/DawnGraphiteCache/data_2 | Bin 0 -> 8192 bytes .../Chrome/Default/DawnGraphiteCache/data_3 | Bin 0 -> 8192 bytes .../Chrome/Default/DawnGraphiteCache/index | Bin 0 -> 262512 bytes .../Chrome/Default/DawnWebGPUCache/data_0 | Bin 0 -> 8192 bytes .../Chrome/Default/DawnWebGPUCache/data_1 | Bin 0 -> 270336 bytes .../Chrome/Default/DawnWebGPUCache/data_2 | Bin 0 -> 8192 bytes .../Chrome/Default/DawnWebGPUCache/data_3 | Bin 0 -> 8192 bytes .../Chrome/Default/DawnWebGPUCache/index | Bin 0 -> 262512 bytes .../Chrome/Default/Extension Rules/CURRENT | 1 + .../Chrome/Default/Extension Rules/LOCK | 0 .../Google/Chrome/Default/Extension Rules/LOG | 2 + .../Default/Extension Rules/MANIFEST-000001 | Bin 0 -> 41 bytes .../Chrome/Default/Extension Scripts/CURRENT | 1 + .../Chrome/Default/Extension Scripts/LOCK | 0 .../Chrome/Default/Extension Scripts/LOG | 2 + .../Default/Extension Scripts/MANIFEST-000001 | Bin 0 -> 41 bytes .../Chrome/Default/Extension State/CURRENT | 1 + .../Chrome/Default/Extension State/LOCK | 0 .../Google/Chrome/Default/Extension State/LOG | 2 + .../Default/Extension State/MANIFEST-000001 | Bin 0 -> 41 bytes .../Google/Chrome/Default/Favicons | Bin 0 -> 20480 bytes .../Google/Chrome/Default/Favicons-journal | 0 .../Google/Chrome/Default/GPUCache/data_0 | Bin 0 -> 8192 bytes .../Google/Chrome/Default/GPUCache/data_1 | Bin 0 -> 270336 bytes .../Google/Chrome/Default/GPUCache/data_2 | Bin 0 -> 8192 bytes .../Google/Chrome/Default/GPUCache/data_3 | Bin 0 -> 8192 bytes .../Google/Chrome/Default/GPUCache/index | Bin 0 -> 262512 bytes .../Google/Chrome/Default/History | Bin 0 -> 163840 bytes .../Google/Chrome/Default/History-journal | 0 .../Google/Chrome/Default/LOCK | 0 .../Google/Chrome/Default/LOG | 0 .../Default/Local Storage/leveldb/CURRENT | 1 + .../Chrome/Default/Local Storage/leveldb/LOCK | 0 .../Chrome/Default/Local Storage/leveldb/LOG | 2 + .../Local Storage/leveldb/MANIFEST-000001 | Bin 0 -> 41 bytes .../Google/Chrome/Default/Login Data | Bin 0 -> 40960 bytes .../Chrome/Default/Login Data For Account | Bin 0 -> 40960 bytes .../Default/Login Data For Account-journal | 0 .../Google/Chrome/Default/Login Data-journal | 0 .../Chrome/Default/Network Persistent State | 1 + .../Default/PersistentOriginTrials/LOCK | 0 .../Chrome/Default/PersistentOriginTrials/LOG | 0 .../Google/Chrome/Default/Preferences | 1 + .../Google/Chrome/Default/README | 1 + .../Chrome/Default/Safe Browsing Cookies | Bin 0 -> 20480 bytes .../Default/Safe Browsing Cookies-journal | 0 .../Google/Chrome/Default/Secure Preferences | 1 + .../Segmentation Platform/SegmentInfoDB/LOCK | 0 .../Segmentation Platform/SegmentInfoDB/LOG | 0 .../Segmentation Platform/SignalDB/LOCK | 0 .../Segmentation Platform/SignalDB/LOG | 0 .../SignalStorageConfigDB/LOCK | 0 .../SignalStorageConfigDB/LOG | 0 .../Chrome/Default/Session Storage/CURRENT | 1 + .../Chrome/Default/Session Storage/LOCK | 0 .../Google/Chrome/Default/Session Storage/LOG | 2 + .../Default/Session Storage/MANIFEST-000001 | Bin 0 -> 41 bytes .../Sessions/Session_13382511485644650 | Bin 0 -> 987 bytes .../Default/Sessions/Tabs_13382511488601338 | Bin 0 -> 745 bytes .../Default/Shared Dictionary/cache/index | Bin 0 -> 24 bytes .../cache/index-dir/the-real-index | Bin 0 -> 48 bytes .../Chrome/Default/Shared Dictionary/db | Bin 0 -> 45056 bytes .../Default/Shared Dictionary/db-journal | 0 .../Google/Chrome/Default/SharedStorage | Bin 0 -> 4096 bytes .../Site Characteristics Database/CURRENT | 1 + .../Site Characteristics Database/LOCK | 0 .../Default/Site Characteristics Database/LOG | 2 + .../MANIFEST-000001 | Bin 0 -> 41 bytes .../Chrome/Default/Sync Data/LevelDB/CURRENT | 1 + .../Chrome/Default/Sync Data/LevelDB/LOCK | 0 .../Chrome/Default/Sync Data/LevelDB/LOG | 2 + .../Default/Sync Data/LevelDB/MANIFEST-000001 | Bin 0 -> 41 bytes .../Google/Chrome/Default/Top Sites | Bin 0 -> 20480 bytes .../Google/Chrome/Default/Top Sites-journal | 0 .../Google/Chrome/Default/TransportSecurity | 1 + .../Google/Chrome/Default/Trust Tokens | Bin 0 -> 36864 bytes .../Chrome/Default/Trust Tokens-journal | 0 .../Google/Chrome/Default/Visited Links | Bin 0 -> 131072 bytes .../Google/Chrome/Default/Web Data | Bin 0 -> 120832 bytes .../Google/Chrome/Default/Web Data-journal | 0 .../Default/commerce_subscription_db/LOCK | 0 .../Default/commerce_subscription_db/LOG | 0 .../Google/Chrome/Default/discounts_db/LOCK | 0 .../Google/Chrome/Default/discounts_db/LOG | 0 .../Chrome/Default/parcel_tracking_db/LOCK | 0 .../Chrome/Default/parcel_tracking_db/LOG | 0 .../Chrome/Default/shared_proto_db/CURRENT | 1 + .../Chrome/Default/shared_proto_db/LOCK | 0 .../Google/Chrome/Default/shared_proto_db/LOG | 2 + .../Default/shared_proto_db/MANIFEST-000001 | Bin 0 -> 41 bytes .../Default/shared_proto_db/metadata/CURRENT | 1 + .../Default/shared_proto_db/metadata/LOCK | 0 .../Default/shared_proto_db/metadata/LOG | 2 + .../shared_proto_db/metadata/MANIFEST-000001 | Bin 0 -> 41 bytes .../Google/Chrome/Default/trusted_vault.pb | 2 + .../Google/Chrome/First Run | 0 .../Google/Chrome/GrShaderCache/data_0 | Bin 0 -> 45056 bytes .../Google/Chrome/GrShaderCache/data_1 | Bin 0 -> 270336 bytes .../Google/Chrome/GrShaderCache/data_2 | Bin 0 -> 8192 bytes .../Google/Chrome/GrShaderCache/data_3 | Bin 0 -> 8192 bytes .../Google/Chrome/GrShaderCache/f_000001 | Bin 0 -> 24460 bytes .../Google/Chrome/GrShaderCache/f_000002 | Bin 0 -> 23444 bytes .../Google/Chrome/GrShaderCache/index | Bin 0 -> 262512 bytes .../Google/Chrome/GraphiteDawnCache/data_0 | Bin 0 -> 8192 bytes .../Google/Chrome/GraphiteDawnCache/data_1 | Bin 0 -> 270336 bytes .../Google/Chrome/GraphiteDawnCache/data_2 | Bin 0 -> 8192 bytes .../Google/Chrome/GraphiteDawnCache/data_3 | Bin 0 -> 8192 bytes .../Google/Chrome/GraphiteDawnCache/index | Bin 0 -> 262512 bytes .../Google/Chrome/Last Version | 1 + .../Google/Chrome/Local State | 1 + .../Google/Chrome/ShaderCache/data_0 | Bin 0 -> 8192 bytes .../Google/Chrome/ShaderCache/data_1 | Bin 0 -> 270336 bytes .../Google/Chrome/ShaderCache/data_2 | Bin 0 -> 8192 bytes .../Google/Chrome/ShaderCache/data_3 | Bin 0 -> 8192 bytes .../Google/Chrome/ShaderCache/index | Bin 0 -> 262512 bytes .../Google/Chrome/Variations | 1 + .../Chrome/segmentation_platform/ukm_db | Bin 0 -> 49152 bytes .../segmentation_platform/ukm_db-journal | 0 145 files changed, 138 insertions(+), 174 deletions(-) create mode 100644 ~/Library/Application Support/Google/Chrome/BrowserMetrics/BrowserMetrics-67985A7A-6717.pma create mode 100644 ~/Library/Application Support/Google/Chrome/ChromeFeatureState create mode 100644 ~/Library/Application Support/Google/Chrome/Consent To Send Stats create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Affiliation Database create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Affiliation Database-journal create mode 100644 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create mode 100644 ~/Library/Application Support/Google/Chrome/GrShaderCache/f_000002 create mode 100644 ~/Library/Application Support/Google/Chrome/GrShaderCache/index create mode 100644 ~/Library/Application Support/Google/Chrome/GraphiteDawnCache/data_0 create mode 100644 ~/Library/Application Support/Google/Chrome/GraphiteDawnCache/data_1 create mode 100644 ~/Library/Application Support/Google/Chrome/GraphiteDawnCache/data_2 create mode 100644 ~/Library/Application Support/Google/Chrome/GraphiteDawnCache/data_3 create mode 100644 ~/Library/Application Support/Google/Chrome/GraphiteDawnCache/index create mode 100644 ~/Library/Application Support/Google/Chrome/Last Version create mode 100644 ~/Library/Application Support/Google/Chrome/Local State create mode 100644 ~/Library/Application Support/Google/Chrome/ShaderCache/data_0 create mode 100644 ~/Library/Application Support/Google/Chrome/ShaderCache/data_1 create mode 100644 ~/Library/Application Support/Google/Chrome/ShaderCache/data_2 create mode 100644 ~/Library/Application Support/Google/Chrome/ShaderCache/data_3 create mode 100644 ~/Library/Application Support/Google/Chrome/ShaderCache/index create mode 100644 ~/Library/Application Support/Google/Chrome/Variations create mode 100644 ~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db create mode 100644 ~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db-journal diff --git a/README.md b/README.md index 529a9df..30b49a3 100644 --- a/README.md +++ b/README.md @@ -118,7 +118,7 @@ playwright install - Mac ```env CHROME_PATH="/Applications/Google Chrome.app/Contents/MacOS/Google Chrome" - CHROME_USER_DATA="~/Library/Application Support/Google/Chrome/Profile 1" + CHROME_USER_DATA="~/Library/Application Support/Google/Chrome" ``` - Close all Chrome windows - Open the WebUI in a non-Chrome browser, such as Firefox or Edge. This is important because the persistent browser context will use the Chrome data when running the agent. diff --git a/requirements.txt b/requirements.txt index 8fa4294..34e4b0f 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,4 @@ browser-use==0.1.29 pyperclip==1.9.0 gradio==5.10.0 +json-repair diff --git a/src/agent/custom_agent.py b/src/agent/custom_agent.py index 77ba6c3..355a8ff 100644 --- a/src/agent/custom_agent.py +++ b/src/agent/custom_agent.py @@ -8,10 +8,11 @@ import os import base64 import io import platform -from browser_use.agent.prompts import SystemPrompt +from browser_use.agent.prompts import SystemPrompt, AgentMessagePrompt from browser_use.agent.service import Agent from browser_use.agent.views import ( ActionResult, + ActionModel, AgentHistoryList, AgentOutput, AgentHistory, @@ -30,6 +31,7 @@ from langchain_core.language_models.chat_models import BaseChatModel from langchain_core.messages import ( BaseMessage, ) +from json_repair import repair_json from src.utils.agent_state import AgentState from .custom_massage_manager import CustomMassageManager @@ -52,6 +54,7 @@ class CustomAgent(Agent): max_failures: int = 5, retry_delay: int = 10, system_prompt_class: Type[SystemPrompt] = SystemPrompt, + agent_prompt_class: Type[AgentMessagePrompt] = AgentMessagePrompt, max_input_tokens: int = 128000, validate_output: bool = False, include_attributes: list[str] = [ @@ -98,7 +101,7 @@ class CustomAgent(Agent): register_done_callback=register_done_callback, tool_calling_method=tool_calling_method ) - if self.model_name in ["deepseek-reasoner"] or self.model_name.startswith("deepseek-r1"): + if self.model_name in ["deepseek-reasoner"] or "deepseek-r1" in self.model_name: # deepseek-reasoner does not support function calling self.use_deepseek_r1 = True # deepseek-reasoner only support 64000 context @@ -106,20 +109,23 @@ class CustomAgent(Agent): else: self.use_deepseek_r1 = False + # record last actions + self._last_actions = None # custom new info self.add_infos = add_infos # agent_state for Stop self.agent_state = agent_state + self.agent_prompt_class = agent_prompt_class self.message_manager = CustomMassageManager( llm=self.llm, task=self.task, action_descriptions=self.controller.registry.get_prompt_description(), system_prompt_class=self.system_prompt_class, + agent_prompt_class=agent_prompt_class, max_input_tokens=self.max_input_tokens, include_attributes=self.include_attributes, max_error_length=self.max_error_length, - max_actions_per_step=self.max_actions_per_step, - use_deepseek_r1=self.use_deepseek_r1 + max_actions_per_step=self.max_actions_per_step ) def _setup_action_models(self) -> None: @@ -186,9 +192,11 @@ class CustomAgent(Agent): logger.info(ai_message.reasoning_content) logger.info(f"🤯 End Deep Thinking") if isinstance(ai_message.content, list): - parsed_json = json.loads(ai_message.content[0].replace("```json", "").replace("```", "")) + ai_content = ai_message.content[0].replace("```json", "").replace("```", "") else: - parsed_json = json.loads(ai_message.content.replace("```json", "").replace("```", "")) + ai_content = ai_message.content.replace("```json", "").replace("```", "") + ai_content = repair_json(ai_content) + parsed_json = json.loads(ai_content) parsed: AgentOutput = self.AgentOutput(**parsed_json) if parsed is None: logger.debug(ai_message.content) @@ -197,9 +205,11 @@ class CustomAgent(Agent): ai_message = self.llm.invoke(input_messages) self.message_manager._add_message_with_tokens(ai_message) if isinstance(ai_message.content, list): - parsed_json = json.loads(ai_message.content[0].replace("```json", "").replace("```", "")) + ai_content = ai_message.content[0].replace("```json", "").replace("```", "") else: - parsed_json = json.loads(ai_message.content.replace("```json", "").replace("```", "")) + ai_content = ai_message.content.replace("```json", "").replace("```", "") + ai_content = repair_json(ai_content) + parsed_json = json.loads(ai_content) parsed: AgentOutput = self.AgentOutput(**parsed_json) if parsed is None: logger.debug(ai_message.content) @@ -222,7 +232,7 @@ class CustomAgent(Agent): try: state = await self.browser_context.get_state(use_vision=self.use_vision) - self.message_manager.add_state_message(state, self._last_result, step_info) + self.message_manager.add_state_message(state, self._last_actions, self._last_result, step_info) input_messages = self.message_manager.get_messages() try: model_output = await self.get_next_action(input_messages) @@ -231,8 +241,8 @@ class CustomAgent(Agent): self.update_step_info(model_output, step_info) logger.info(f"🧠 All Memory: \n{step_info.memory}") self._save_conversation(input_messages, model_output) - # should we remove last state message? at least, deepseek-reasoner cannot remove if self.model_name != "deepseek-reasoner": + # remove pre-prev message self.message_manager._remove_last_state_message() except Exception as e: # model call failed, remove last state message from history @@ -242,16 +252,17 @@ class CustomAgent(Agent): result: list[ActionResult] = await self.controller.multi_act( model_output.action, self.browser_context ) - if len(result) != len(model_output.action): + actions: list[ActionModel] = model_output.action + if len(result) != len(actions): # I think something changes, such information should let LLM know - for ri in range(len(result), len(model_output.action)): + for ri in range(len(result), len(actions)): result.append(ActionResult(extracted_content=None, include_in_memory=True, - error=f"{model_output.action[ri].model_dump_json(exclude_unset=True)} is Failed to execute. \ - Something new appeared after action {model_output.action[len(result) - 1].model_dump_json(exclude_unset=True)}", + error=f"{actions[ri].model_dump_json(exclude_unset=True)} is Failed to execute. \ + Something new appeared after action {actions[len(result) - 1].model_dump_json(exclude_unset=True)}", is_done=False)) self._last_result = result - + self._last_actions = actions if len(result) > 0 and result[-1].is_done: logger.info(f"📄 Result: {result[-1].extracted_content}") diff --git a/src/agent/custom_massage_manager.py b/src/agent/custom_massage_manager.py index 3a6bb32..e6fb1b5 100644 --- a/src/agent/custom_massage_manager.py +++ b/src/agent/custom_massage_manager.py @@ -5,8 +5,8 @@ from typing import List, Optional, Type from browser_use.agent.message_manager.service import MessageManager from browser_use.agent.message_manager.views import MessageHistory -from browser_use.agent.prompts import SystemPrompt -from browser_use.agent.views import ActionResult, AgentStepInfo +from browser_use.agent.prompts import SystemPrompt, AgentMessagePrompt +from browser_use.agent.views import ActionResult, AgentStepInfo, ActionModel from browser_use.browser.views import BrowserState from langchain_core.language_models import BaseChatModel from langchain_anthropic import ChatAnthropic @@ -31,14 +31,14 @@ class CustomMassageManager(MessageManager): task: str, action_descriptions: str, system_prompt_class: Type[SystemPrompt], + agent_prompt_class: Type[AgentMessagePrompt], max_input_tokens: int = 128000, estimated_characters_per_token: int = 3, image_tokens: int = 800, include_attributes: list[str] = [], max_error_length: int = 400, max_actions_per_step: int = 10, - message_context: Optional[str] = None, - use_deepseek_r1: bool = False + message_context: Optional[str] = None ): super().__init__( llm=llm, @@ -53,8 +53,7 @@ class CustomMassageManager(MessageManager): max_actions_per_step=max_actions_per_step, message_context=message_context ) - self.tool_id = 1 - self.use_deepseek_r1 = use_deepseek_r1 + self.agent_prompt_class = agent_prompt_class # Custom: Move Task info to state_message self.history = MessageHistory() self._add_message_with_tokens(self.system_prompt) @@ -71,17 +70,31 @@ class CustomMassageManager(MessageManager): while diff > 0 and len(self.history.messages) > min_message_len: self.history.remove_message(min_message_len) # alway remove the oldest message diff = self.history.total_tokens - self.max_input_tokens + + def _remove_state_message_by_index(self, remove_ind=-1) -> None: + """Remove last state message from history""" + i = 0 + remove_cnt = 0 + while len(self.history.messages) and i <= len(self.history.messages): + i += 1 + if isinstance(self.history.messages[-i].message, HumanMessage): + remove_cnt += 1 + if remove_cnt == abs(remove_ind): + self.history.remove_message(-i) + break def add_state_message( self, state: BrowserState, + actions: Optional[List[ActionModel]] = None, result: Optional[List[ActionResult]] = None, step_info: Optional[AgentStepInfo] = None, ) -> None: """Add browser state as human message""" # otherwise add state message and result to next message (which will not stay in memory) - state_message = CustomAgentMessagePrompt( + state_message = self.agent_prompt_class( state, + actions, result, include_attributes=self.include_attributes, max_error_length=self.max_error_length, diff --git a/src/agent/custom_prompts.py b/src/agent/custom_prompts.py index 16236b4..08a9040 100644 --- a/src/agent/custom_prompts.py +++ b/src/agent/custom_prompts.py @@ -2,7 +2,7 @@ import pdb from typing import List, Optional from browser_use.agent.prompts import SystemPrompt, AgentMessagePrompt -from browser_use.agent.views import ActionResult +from browser_use.agent.views import ActionResult, ActionModel from browser_use.browser.views import BrowserState from langchain_core.messages import HumanMessage, SystemMessage @@ -140,6 +140,7 @@ class CustomAgentMessagePrompt(AgentMessagePrompt): def __init__( self, state: BrowserState, + actions: Optional[List[ActionModel]] = None, result: Optional[List[ActionResult]] = None, include_attributes: list[str] = [], max_error_length: int = 400, @@ -151,10 +152,11 @@ class CustomAgentMessagePrompt(AgentMessagePrompt): max_error_length=max_error_length, step_info=step_info ) + self.actions = actions def get_user_message(self) -> HumanMessage: if self.step_info: - step_info_description = f'Current step: {self.step_info.step_number + 1}/{self.step_info.max_steps}' + step_info_description = f'Current step: {self.step_info.step_number}/{self.step_info.max_steps}\n' else: step_info_description = '' @@ -193,17 +195,20 @@ class CustomAgentMessagePrompt(AgentMessagePrompt): {elements_text} """ - if self.result: - + if self.actions and self.result: + state_description += "\n **Previous Actions** \n" + state_description += f'Previous step: {self.step_info.step_number-1}/{self.step_info.max_steps} \n' for i, result in enumerate(self.result): + action = self.actions[i] + state_description += f"Previous action {i + 1}/{len(self.result)}: {action.model_dump_json(exclude_unset=True)}\n" if result.include_in_memory: if result.extracted_content: - state_description += f"\nResult of previous action {i + 1}/{len(self.result)}: {result.extracted_content}" + state_description += f"Result of previous action {i + 1}/{len(self.result)}: {result.extracted_content}\n" if result.error: # only use last 300 characters of error error = result.error[-self.max_error_length:] state_description += ( - f"\nError of previous action {i + 1}/{len(self.result)}: ...{error}" + f"Error of previous action {i + 1}/{len(self.result)}: ...{error}\n" ) if self.state.screenshot: diff --git a/tests/test_browser_use.py b/tests/test_browser_use.py index 1921995..5a40c32 100644 --- a/tests/test_browser_use.py +++ b/tests/test_browser_use.py @@ -99,151 +99,29 @@ async def test_browser_use_custom(): from playwright.async_api import async_playwright from src.agent.custom_agent import CustomAgent - from src.agent.custom_prompts import CustomSystemPrompt + from src.agent.custom_prompts import CustomSystemPrompt, CustomAgentMessagePrompt from src.browser.custom_browser import CustomBrowser from src.browser.custom_context import BrowserContextConfig from src.controller.custom_controller import CustomController window_w, window_h = 1920, 1080 - + # llm = utils.get_llm_model( - # provider="azure_openai", + # provider="openai", # model_name="gpt-4o", # temperature=0.8, - # base_url=os.getenv("AZURE_OPENAI_ENDPOINT", ""), - # api_key=os.getenv("AZURE_OPENAI_API_KEY", ""), + # base_url=os.getenv("OPENAI_ENDPOINT", ""), + # api_key=os.getenv("OPENAI_API_KEY", ""), # ) llm = utils.get_llm_model( - provider="gemini", - model_name="gemini-2.0-flash-exp", - temperature=1.0, - api_key=os.getenv("GOOGLE_API_KEY", "") + provider="azure_openai", + model_name="gpt-4o", + temperature=0.8, + base_url=os.getenv("AZURE_OPENAI_ENDPOINT", ""), + api_key=os.getenv("AZURE_OPENAI_API_KEY", ""), ) - # llm = utils.get_llm_model( - # provider="deepseek", - # model_name="deepseek-chat", - # temperature=0.8 - # ) - - # llm = utils.get_llm_model( - # provider="ollama", model_name="qwen2.5:7b", temperature=0.8 - # ) - - controller = CustomController() - use_own_browser = False - disable_security = True - use_vision = True # Set to False when using DeepSeek - tool_call_in_content = True # Set to True when using Ollama - max_actions_per_step = 1 - playwright = None - browser_context_ = None - try: - if use_own_browser: - playwright = await async_playwright().start() - chrome_exe = os.getenv("CHROME_PATH", "") - chrome_use_data = os.getenv("CHROME_USER_DATA", "") - browser_context_ = await playwright.chromium.launch_persistent_context( - user_data_dir=chrome_use_data, - executable_path=chrome_exe, - no_viewport=False, - headless=False, # 保持浏览器窗口可见 - user_agent=( - "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 " - "(KHTML, like Gecko) Chrome/85.0.4183.102 Safari/537.36" - ), - java_script_enabled=True, - bypass_csp=disable_security, - ignore_https_errors=disable_security, - record_video_dir="./tmp/record_videos", - record_video_size={"width": window_w, "height": window_h}, - ) - else: - browser_context_ = None - - browser = CustomBrowser( - config=BrowserConfig( - headless=False, - disable_security=True, - extra_chromium_args=[f"--window-size={window_w},{window_h}"], - ) - ) - - async with await browser.new_context( - config=BrowserContextConfig( - trace_path="./tmp/result_processing", - save_recording_path="./tmp/record_videos", - no_viewport=False, - browser_window_size=BrowserContextWindowSize( - width=window_w, height=window_h - ), - ), - context=browser_context_, - ) as browser_context: - agent = CustomAgent( - task="go to google.com and type 'OpenAI' click search and give me the first url", - add_infos="", # some hints for llm to complete the task - llm=llm, - browser_context=browser_context, - controller=controller, - system_prompt_class=CustomSystemPrompt, - use_vision=use_vision, - tool_call_in_content=tool_call_in_content, - max_actions_per_step=max_actions_per_step - ) - history: AgentHistoryList = await agent.run(max_steps=10) - - print("Final Result:") - pprint(history.final_result(), indent=4) - - print("\nErrors:") - pprint(history.errors(), indent=4) - - # e.g. xPaths the model clicked on - print("\nModel Outputs:") - pprint(history.model_actions(), indent=4) - - print("\nThoughts:") - pprint(history.model_thoughts(), indent=4) - # close browser - except Exception: - import traceback - - traceback.print_exc() - finally: - # 显式关闭持久化上下文 - if browser_context_: - await browser_context_.close() - - # 关闭 Playwright 对象 - if playwright: - await playwright.stop() - - await browser.close() - - -async def test_browser_use_custom_v2(): - from browser_use.browser.context import BrowserContextWindowSize - from browser_use.browser.browser import BrowserConfig - from playwright.async_api import async_playwright - - from src.agent.custom_agent import CustomAgent - from src.agent.custom_prompts import CustomSystemPrompt - from src.browser.custom_browser import CustomBrowser - from src.browser.custom_context import BrowserContextConfig - from src.controller.custom_controller import CustomController - - window_w, window_h = 1920, 1080 - - # llm = utils.get_llm_model( - # provider="azure_openai", - # model_name="gpt-4o", - # temperature=0.8, - # base_url=os.getenv("AZURE_OPENAI_ENDPOINT", ""), - # api_key=os.getenv("AZURE_OPENAI_API_KEY", ""), - # ) - # llm = utils.get_llm_model( # provider="gemini", # model_name="gemini-2.0-flash-exp", @@ -272,9 +150,9 @@ async def test_browser_use_custom_v2(): # ) controller = CustomController() - use_own_browser = False + use_own_browser = True disable_security = True - use_vision = False # Set to False when using DeepSeek + use_vision = True # Set to False when using DeepSeek max_actions_per_step = 10 playwright = None @@ -282,10 +160,14 @@ async def test_browser_use_custom_v2(): browser_context = None try: + extra_chromium_args = [f"--window-size={window_w},{window_h}"] if use_own_browser: chrome_path = os.getenv("CHROME_PATH", None) if chrome_path == "": chrome_path = None + chrome_user_data = os.getenv("CHROME_USER_DATA", None) + if chrome_user_data: + extra_chromium_args += [f"--user-data-dir={chrome_user_data}"] else: chrome_path = None browser = CustomBrowser( @@ -293,7 +175,7 @@ async def test_browser_use_custom_v2(): headless=False, disable_security=disable_security, chrome_instance_path=chrome_path, - extra_chromium_args=[f"--window-size={window_w},{window_h}"], + extra_chromium_args=extra_chromium_args, ) ) browser_context = await browser.new_context( @@ -307,17 +189,18 @@ async def test_browser_use_custom_v2(): ) ) agent = CustomAgent( - task="go to google.com and type 'Nvidia' click search and give me the first url", + task="go to google.com and type 'OpenAI' click search and give me the first url", add_infos="", # some hints for llm to complete the task llm=llm, browser=browser, browser_context=browser_context, controller=controller, system_prompt_class=CustomSystemPrompt, + agent_prompt_class=CustomAgentMessagePrompt, use_vision=use_vision, max_actions_per_step=max_actions_per_step ) - history: AgentHistoryList = await agent.run(max_steps=10) + history: AgentHistoryList = await agent.run(max_steps=100) print("Final Result:") pprint(history.final_result(), indent=4) @@ -349,5 +232,4 @@ async def test_browser_use_custom_v2(): if __name__ == "__main__": # asyncio.run(test_browser_use_org()) - # asyncio.run(test_browser_use_custom()) - asyncio.run(test_browser_use_custom_v2()) + asyncio.run(test_browser_use_custom()) diff --git a/tests/test_llm_api.py b/tests/test_llm_api.py index 8809b89..6075896 100644 --- a/tests/test_llm_api.py +++ b/tests/test_llm_api.py @@ -156,7 +156,7 @@ if __name__ == '__main__': # test_openai_model() # test_gemini_model() # test_azure_openai_model() - # test_deepseek_model() + test_deepseek_model() # test_ollama_model() - test_deepseek_r1_model() + # test_deepseek_r1_model() # test_deepseek_r1_ollama_model() \ No newline at end of file diff --git a/webui.py b/webui.py index f2035f3..c6808ab 100644 --- a/webui.py +++ b/webui.py @@ -28,7 +28,7 @@ from src.utils.agent_state import AgentState from src.utils import utils from src.agent.custom_agent import CustomAgent from src.browser.custom_browser import CustomBrowser -from src.agent.custom_prompts import CustomSystemPrompt +from src.agent.custom_prompts import CustomSystemPrompt, CustomAgentMessagePrompt from src.browser.custom_context import BrowserContextConfig, CustomBrowserContext from src.controller.custom_controller import CustomController from gradio.themes import Citrus, Default, Glass, Monochrome, Ocean, Origin, Soft, Base @@ -224,20 +224,24 @@ async def run_org_agent( # Clear any previous stop request _global_agent_state.clear_stop() + extra_chromium_args = [f"--window-size={window_w},{window_h}"] if use_own_browser: chrome_path = os.getenv("CHROME_PATH", None) if chrome_path == "": chrome_path = None + chrome_user_data = os.getenv("CHROME_USER_DATA", None) + if chrome_user_data: + extra_chromium_args += [f"--user-data-dir={chrome_user_data}"] else: chrome_path = None - + if _global_browser is None: _global_browser = Browser( config=BrowserConfig( headless=headless, disable_security=disable_security, chrome_instance_path=chrome_path, - extra_chromium_args=[f"--window-size={window_w},{window_h}"], + extra_chromium_args=extra_chromium_args, ) ) @@ -315,10 +319,14 @@ async def run_custom_agent( # Clear any previous stop request _global_agent_state.clear_stop() + extra_chromium_args = [f"--window-size={window_w},{window_h}"] if use_own_browser: chrome_path = os.getenv("CHROME_PATH", None) if chrome_path == "": chrome_path = None + chrome_user_data = os.getenv("CHROME_USER_DATA", None) + if chrome_user_data: + extra_chromium_args += [f"--user-data-dir={chrome_user_data}"] else: chrome_path = None @@ -331,7 +339,7 @@ async def run_custom_agent( headless=headless, disable_security=disable_security, chrome_instance_path=chrome_path, - extra_chromium_args=[f"--window-size={window_w},{window_h}"], + extra_chromium_args=extra_chromium_args, ) ) @@ -357,6 +365,7 @@ async def run_custom_agent( 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fix chrome user data --- .../BrowserMetrics-67985A7A-6717.pma | Bin 4194304 -> 0 bytes .../Google/Chrome/ChromeFeatureState | 6 ------ .../Google/Chrome/Consent To Send Stats | 0 .../Chrome/Default/Affiliation Database | Bin 53248 -> 0 bytes .../Default/Affiliation Database-journal | 0 .../Chrome/Default/Cache/Cache_Data/index | Bin 24 -> 0 bytes .../Cache/Cache_Data/index-dir/the-real-index | Bin 48 -> 0 bytes .../Chrome/Default/ClientCertificates/LOCK | 0 .../Chrome/Default/ClientCertificates/LOG | 0 .../Default/Code Cache/js/7018b8cf1c3b00c7_0 | Bin 306 -> 0 bytes .../Default/Code Cache/js/ba678a2fbd8c358c_0 | Bin 298 -> 0 bytes .../Google/Chrome/Default/Code Cache/js/index | Bin 24 -> 0 bytes .../Code Cache/js/index-dir/the-real-index | Bin 96 -> 0 bytes .../Chrome/Default/Code Cache/wasm/index | Bin 24 -> 0 bytes .../Code Cache/wasm/index-dir/the-real-index | Bin 48 -> 0 bytes .../Google/Chrome/Default/Cookies | Bin 20480 -> 0 bytes .../Google/Chrome/Default/Cookies-journal | 0 .../Chrome/Default/DawnGraphiteCache/data_0 | Bin 8192 -> 0 bytes .../Chrome/Default/DawnGraphiteCache/data_1 | Bin 270336 -> 0 bytes .../Chrome/Default/DawnGraphiteCache/data_2 | Bin 8192 -> 0 bytes .../Chrome/Default/DawnGraphiteCache/data_3 | Bin 8192 -> 0 bytes .../Chrome/Default/DawnGraphiteCache/index | Bin 262512 -> 0 bytes .../Chrome/Default/DawnWebGPUCache/data_0 | Bin 8192 -> 0 bytes .../Chrome/Default/DawnWebGPUCache/data_1 | Bin 270336 -> 0 bytes .../Chrome/Default/DawnWebGPUCache/data_2 | Bin 8192 -> 0 bytes .../Chrome/Default/DawnWebGPUCache/data_3 | Bin 8192 -> 0 bytes .../Chrome/Default/DawnWebGPUCache/index | Bin 262512 -> 0 bytes .../Chrome/Default/Extension Rules/CURRENT | 1 - .../Chrome/Default/Extension Rules/LOCK | 0 .../Google/Chrome/Default/Extension Rules/LOG | 2 -- .../Default/Extension Rules/MANIFEST-000001 | Bin 41 -> 0 bytes .../Chrome/Default/Extension Scripts/CURRENT | 1 - .../Chrome/Default/Extension Scripts/LOCK | 0 .../Chrome/Default/Extension Scripts/LOG | 2 -- .../Default/Extension Scripts/MANIFEST-000001 | Bin 41 -> 0 bytes .../Chrome/Default/Extension State/CURRENT | 1 - .../Chrome/Default/Extension State/LOCK | 0 .../Google/Chrome/Default/Extension State/LOG | 2 -- .../Default/Extension State/MANIFEST-000001 | Bin 41 -> 0 bytes .../Google/Chrome/Default/Favicons | Bin 20480 -> 0 bytes .../Google/Chrome/Default/Favicons-journal | 0 .../Google/Chrome/Default/GPUCache/data_0 | Bin 8192 -> 0 bytes .../Google/Chrome/Default/GPUCache/data_1 | Bin 270336 -> 0 bytes .../Google/Chrome/Default/GPUCache/data_2 | Bin 8192 -> 0 bytes .../Google/Chrome/Default/GPUCache/data_3 | Bin 8192 -> 0 bytes .../Google/Chrome/Default/GPUCache/index | Bin 262512 -> 0 bytes .../Google/Chrome/Default/History | Bin 163840 -> 0 bytes .../Google/Chrome/Default/History-journal | 0 .../Google/Chrome/Default/LOCK | 0 .../Google/Chrome/Default/LOG | 0 .../Default/Local Storage/leveldb/CURRENT | 1 - .../Chrome/Default/Local Storage/leveldb/LOCK | 0 .../Chrome/Default/Local Storage/leveldb/LOG | 2 -- .../Local Storage/leveldb/MANIFEST-000001 | Bin 41 -> 0 bytes .../Google/Chrome/Default/Login Data | Bin 40960 -> 0 bytes .../Chrome/Default/Login Data For Account | Bin 40960 -> 0 bytes .../Default/Login Data For Account-journal | 0 .../Google/Chrome/Default/Login Data-journal | 0 .../Chrome/Default/Network Persistent State | 1 - .../Default/PersistentOriginTrials/LOCK | 0 .../Chrome/Default/PersistentOriginTrials/LOG | 0 .../Google/Chrome/Default/Preferences | 1 - .../Google/Chrome/Default/README | 1 - .../Chrome/Default/Safe Browsing Cookies | Bin 20480 -> 0 bytes .../Default/Safe Browsing Cookies-journal | 0 .../Google/Chrome/Default/Secure Preferences | 1 - .../Segmentation Platform/SegmentInfoDB/LOCK | 0 .../Segmentation Platform/SegmentInfoDB/LOG | 0 .../Segmentation Platform/SignalDB/LOCK | 0 .../Segmentation Platform/SignalDB/LOG | 0 .../SignalStorageConfigDB/LOCK | 0 .../SignalStorageConfigDB/LOG | 0 .../Chrome/Default/Session Storage/CURRENT | 1 - .../Chrome/Default/Session Storage/LOCK | 0 .../Google/Chrome/Default/Session Storage/LOG | 2 -- .../Default/Session Storage/MANIFEST-000001 | Bin 41 -> 0 bytes .../Sessions/Session_13382511485644650 | Bin 987 -> 0 bytes .../Default/Sessions/Tabs_13382511488601338 | Bin 745 -> 0 bytes .../Default/Shared Dictionary/cache/index | Bin 24 -> 0 bytes .../cache/index-dir/the-real-index | Bin 48 -> 0 bytes .../Chrome/Default/Shared Dictionary/db | Bin 45056 -> 0 bytes .../Default/Shared Dictionary/db-journal | 0 .../Google/Chrome/Default/SharedStorage | Bin 4096 -> 0 bytes .../Site Characteristics Database/CURRENT | 1 - .../Site Characteristics Database/LOCK | 0 .../Default/Site Characteristics Database/LOG | 2 -- .../MANIFEST-000001 | Bin 41 -> 0 bytes .../Chrome/Default/Sync Data/LevelDB/CURRENT | 1 - .../Chrome/Default/Sync Data/LevelDB/LOCK | 0 .../Chrome/Default/Sync Data/LevelDB/LOG | 2 -- .../Default/Sync Data/LevelDB/MANIFEST-000001 | Bin 41 -> 0 bytes .../Google/Chrome/Default/Top Sites | Bin 20480 -> 0 bytes .../Google/Chrome/Default/Top Sites-journal | 0 .../Google/Chrome/Default/TransportSecurity | 1 - .../Google/Chrome/Default/Trust Tokens | Bin 36864 -> 0 bytes .../Chrome/Default/Trust Tokens-journal | 0 .../Google/Chrome/Default/Visited Links | Bin 131072 -> 0 bytes .../Google/Chrome/Default/Web Data | Bin 120832 -> 0 bytes .../Google/Chrome/Default/Web Data-journal | 0 .../Default/commerce_subscription_db/LOCK | 0 .../Default/commerce_subscription_db/LOG | 0 .../Google/Chrome/Default/discounts_db/LOCK | 0 .../Google/Chrome/Default/discounts_db/LOG | 0 .../Chrome/Default/parcel_tracking_db/LOCK | 0 .../Chrome/Default/parcel_tracking_db/LOG | 0 .../Chrome/Default/shared_proto_db/CURRENT | 1 - .../Chrome/Default/shared_proto_db/LOCK | 0 .../Google/Chrome/Default/shared_proto_db/LOG | 2 -- .../Default/shared_proto_db/MANIFEST-000001 | Bin 41 -> 0 bytes .../Default/shared_proto_db/metadata/CURRENT | 1 - .../Default/shared_proto_db/metadata/LOCK | 0 .../Default/shared_proto_db/metadata/LOG | 2 -- .../shared_proto_db/metadata/MANIFEST-000001 | Bin 41 -> 0 bytes .../Google/Chrome/Default/trusted_vault.pb | 2 -- .../Google/Chrome/First Run | 0 .../Google/Chrome/GrShaderCache/data_0 | Bin 45056 -> 0 bytes .../Google/Chrome/GrShaderCache/data_1 | Bin 270336 -> 0 bytes .../Google/Chrome/GrShaderCache/data_2 | Bin 8192 -> 0 bytes .../Google/Chrome/GrShaderCache/data_3 | Bin 8192 -> 0 bytes .../Google/Chrome/GrShaderCache/f_000001 | Bin 24460 -> 0 bytes .../Google/Chrome/GrShaderCache/f_000002 | Bin 23444 -> 0 bytes .../Google/Chrome/GrShaderCache/index | Bin 262512 -> 0 bytes .../Google/Chrome/GraphiteDawnCache/data_0 | Bin 8192 -> 0 bytes .../Google/Chrome/GraphiteDawnCache/data_1 | Bin 270336 -> 0 bytes .../Google/Chrome/GraphiteDawnCache/data_2 | Bin 8192 -> 0 bytes .../Google/Chrome/GraphiteDawnCache/data_3 | Bin 8192 -> 0 bytes .../Google/Chrome/GraphiteDawnCache/index | Bin 262512 -> 0 bytes .../Google/Chrome/Last Version | 1 - .../Google/Chrome/Local State | 1 - .../Google/Chrome/ShaderCache/data_0 | Bin 8192 -> 0 bytes .../Google/Chrome/ShaderCache/data_1 | Bin 270336 -> 0 bytes .../Google/Chrome/ShaderCache/data_2 | Bin 8192 -> 0 bytes .../Google/Chrome/ShaderCache/data_3 | Bin 8192 -> 0 bytes .../Google/Chrome/ShaderCache/index | Bin 262512 -> 0 bytes .../Google/Chrome/Variations | 1 - .../Chrome/segmentation_platform/ukm_db | Bin 49152 -> 0 bytes .../segmentation_platform/ukm_db-journal | 0 137 files changed, 43 deletions(-) delete mode 100644 ~/Library/Application Support/Google/Chrome/BrowserMetrics/BrowserMetrics-67985A7A-6717.pma delete mode 100644 ~/Library/Application Support/Google/Chrome/ChromeFeatureState delete mode 100644 ~/Library/Application Support/Google/Chrome/Consent To Send Stats delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Affiliation Database delete mode 100644 ~/Library/Application 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+0800 Subject: [PATCH 4/8] fix chrmoe user data --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 30b49a3..7c8297a 100644 --- a/README.md +++ b/README.md @@ -108,7 +108,7 @@ playwright install - `--dark-mode`: Enables dark mode for the user interface. 3. **Access the WebUI:** Open your web browser and navigate to `http://127.0.0.1:7788`. 4. **Using Your Own Browser(Optional):** - - Set `CHROME_PATH` to the executable path of your browser and `CHROME_USER_DATA` to the user data directory of your browser. + - Set `CHROME_PATH` to the executable path of your browser and `CHROME_USER_DATA` to the user data directory of your browser. Leave `CHROME_USER_DATA` empty if you want to use local user data. - Windows ```env CHROME_PATH="C:\Program Files\Google\Chrome\Application\chrome.exe" @@ -118,7 +118,7 @@ playwright install - Mac ```env CHROME_PATH="/Applications/Google Chrome.app/Contents/MacOS/Google Chrome" - CHROME_USER_DATA="~/Library/Application Support/Google/Chrome" + CHROME_USER_DATA="/Users/YourUsername/Library/Application Support/Google/Chrome" ``` - Close all Chrome windows - Open the WebUI in a non-Chrome browser, such as Firefox or Edge. This is important because the persistent browser context will use the Chrome data when running the agent. From 75ab5051ec2efb57d41ad87945b384dbc02b06dc Mon Sep 17 00:00:00 2001 From: vincent Date: Tue, 28 Jan 2025 20:38:29 +0800 Subject: [PATCH 5/8] fix deepseek-r1 ollama --- src/agent/custom_agent.py | 15 +++++++++------ src/agent/custom_massage_manager.py | 24 ++++++++++++------------ src/agent/custom_prompts.py | 2 +- src/utils/utils.py | 5 ++--- tests/test_browser_use.py | 16 ++++++++++------ 5 files changed, 34 insertions(+), 28 deletions(-) diff --git a/src/agent/custom_agent.py b/src/agent/custom_agent.py index 355a8ff..81f33c8 100644 --- a/src/agent/custom_agent.py +++ b/src/agent/custom_agent.py @@ -242,17 +242,17 @@ class CustomAgent(Agent): logger.info(f"🧠 All Memory: \n{step_info.memory}") self._save_conversation(input_messages, model_output) if self.model_name != "deepseek-reasoner": - # remove pre-prev message - self.message_manager._remove_last_state_message() + # remove prev message + self.message_manager._remove_state_message_by_index(-1) except Exception as e: # model call failed, remove last state message from history - self.message_manager._remove_last_state_message() + self.message_manager._remove_state_message_by_index(-1) raise e - result: list[ActionResult] = await self.controller.multi_act( - model_output.action, self.browser_context - ) actions: list[ActionModel] = model_output.action + result: list[ActionResult] = await self.controller.multi_act( + actions, self.browser_context + ) if len(result) != len(actions): # I think something changes, such information should let LLM know for ri in range(len(result), len(actions)): @@ -261,6 +261,9 @@ class CustomAgent(Agent): error=f"{actions[ri].model_dump_json(exclude_unset=True)} is Failed to execute. \ Something new appeared after action {actions[len(result) - 1].model_dump_json(exclude_unset=True)}", is_done=False)) + if len(actions) == 0: + # TODO: fix no action case + result = [ActionResult(is_done=True, extracted_content=step_info.memory, include_in_memory=True)] self._last_result = result self._last_actions = actions if len(result) > 0 and result[-1].is_done: diff --git a/src/agent/custom_massage_manager.py b/src/agent/custom_massage_manager.py index e6fb1b5..f39c999 100644 --- a/src/agent/custom_massage_manager.py +++ b/src/agent/custom_massage_manager.py @@ -70,18 +70,6 @@ class CustomMassageManager(MessageManager): while diff > 0 and len(self.history.messages) > min_message_len: self.history.remove_message(min_message_len) # alway remove the oldest message diff = self.history.total_tokens - self.max_input_tokens - - def _remove_state_message_by_index(self, remove_ind=-1) -> None: - """Remove last state message from history""" - i = 0 - remove_cnt = 0 - while len(self.history.messages) and i <= len(self.history.messages): - i += 1 - if isinstance(self.history.messages[-i].message, HumanMessage): - remove_cnt += 1 - if remove_cnt == abs(remove_ind): - self.history.remove_message(-i) - break def add_state_message( self, @@ -115,3 +103,15 @@ class CustomMassageManager(MessageManager): len(text) // self.estimated_characters_per_token ) # Rough estimate if no tokenizer available return tokens + + def _remove_state_message_by_index(self, remove_ind=-1) -> None: + """Remove last state message from history""" + i = len(self.history.messages) - 1 + remove_cnt = 0 + while i >= 0: + if isinstance(self.history.messages[i].message, HumanMessage): + remove_cnt += 1 + if remove_cnt == abs(remove_ind): + self.history.remove_message(i) + break + i -= 1 \ No newline at end of file diff --git a/src/agent/custom_prompts.py b/src/agent/custom_prompts.py index 08a9040..1e1df63 100644 --- a/src/agent/custom_prompts.py +++ b/src/agent/custom_prompts.py @@ -183,7 +183,7 @@ class CustomAgentMessagePrompt(AgentMessagePrompt): state_description = f""" {step_info_description} -1. Task: {self.step_info.task} +1. Task: {self.step_info.task}. 2. Hints(Optional): {self.step_info.add_infos} 3. Memory: diff --git a/src/utils/utils.py b/src/utils/utils.py index dd5a57f..c4218cd 100644 --- a/src/utils/utils.py +++ b/src/utils/utils.py @@ -94,12 +94,11 @@ def get_llm_model(provider: str, **kwargs): else: base_url = kwargs.get("base_url") - if kwargs.get("model_name", "qwen2.5:7b").startswith("deepseek-r1"): + if "deepseek-r1" in kwargs.get("model_name", "qwen2.5:7b"): return DeepSeekR1ChatOllama( - model=kwargs.get("model_name", "deepseek-r1:7b"), + model=kwargs.get("model_name", "deepseek-r1:14b"), temperature=kwargs.get("temperature", 0.0), num_ctx=kwargs.get("num_ctx", 32000), - num_predict=kwargs.get("num_predict", 1024), base_url=kwargs.get("base_url", base_url), ) else: diff --git a/tests/test_browser_use.py b/tests/test_browser_use.py index 5a40c32..c9d1129 100644 --- a/tests/test_browser_use.py +++ b/tests/test_browser_use.py @@ -32,10 +32,14 @@ async def test_browser_use_org(): # api_key=os.getenv("AZURE_OPENAI_API_KEY", ""), # ) + # llm = utils.get_llm_model( + # provider="deepseek", + # model_name="deepseek-chat", + # temperature=0.8 + # ) + llm = utils.get_llm_model( - provider="deepseek", - model_name="deepseek-chat", - temperature=0.8 + provider="ollama", model_name="deepseek-r1:14b", temperature=0.5 ) window_w, window_h = 1920, 1080 @@ -152,9 +156,9 @@ async def test_browser_use_custom(): controller = CustomController() use_own_browser = True disable_security = True - use_vision = True # Set to False when using DeepSeek + use_vision = False # Set to False when using DeepSeek - max_actions_per_step = 10 + max_actions_per_step = 1 playwright = None browser = None browser_context = None @@ -189,7 +193,7 @@ async def test_browser_use_custom(): ) ) agent = CustomAgent( - task="go to google.com and type 'OpenAI' click search and give me the first url", + task="Search 'Nvidia' and give me the first url", add_infos="", # some hints for llm to complete the task llm=llm, browser=browser, From 3fb802038757b0ec792e69dc4348f79680e70006 Mon Sep 17 00:00:00 2001 From: marginal23326 <58261815+marginal23326@users.noreply.github.com> Date: Wed, 29 Jan 2025 00:41:52 +0600 Subject: [PATCH 6/8] refactor: remove code duplication in get_next_action method --- src/agent/custom_agent.py | 61 +++++++++++++++++++-------------------- 1 file changed, 29 insertions(+), 32 deletions(-) diff --git a/src/agent/custom_agent.py b/src/agent/custom_agent.py index 81f33c8..10be78d 100644 --- a/src/agent/custom_agent.py +++ b/src/agent/custom_agent.py @@ -184,42 +184,39 @@ class CustomAgent(Agent): @time_execution_async("--get_next_action") async def get_next_action(self, input_messages: list[BaseMessage]) -> AgentOutput: """Get next action from LLM based on current state""" - if self.use_deepseek_r1: - merged_input_messages = self.message_manager.merge_successive_human_messages(input_messages) - ai_message = self.llm.invoke(merged_input_messages) - self.message_manager._add_message_with_tokens(ai_message) - logger.info(f"🤯 Start Deep Thinking: ") - logger.info(ai_message.reasoning_content) - logger.info(f"🤯 End Deep Thinking") - if isinstance(ai_message.content, list): - ai_content = ai_message.content[0].replace("```json", "").replace("```", "") - else: - ai_content = ai_message.content.replace("```json", "").replace("```", "") - ai_content = repair_json(ai_content) - parsed_json = json.loads(ai_content) - parsed: AgentOutput = self.AgentOutput(**parsed_json) - if parsed is None: - logger.debug(ai_message.content) - raise ValueError(f'Could not parse response.') - else: - ai_message = self.llm.invoke(input_messages) - self.message_manager._add_message_with_tokens(ai_message) - if isinstance(ai_message.content, list): - ai_content = ai_message.content[0].replace("```json", "").replace("```", "") - else: - ai_content = ai_message.content.replace("```json", "").replace("```", "") - ai_content = repair_json(ai_content) - parsed_json = json.loads(ai_content) - parsed: AgentOutput = self.AgentOutput(**parsed_json) - if parsed is None: - logger.debug(ai_message.content) - raise ValueError(f'Could not parse response.') + messages_to_process = ( + self.message_manager.merge_successive_human_messages(input_messages) + if self.use_deepseek_r1 + else input_messages + ) - # cut the number of actions to max_actions_per_step + ai_message = self.llm.invoke(messages_to_process) + self.message_manager._add_message_with_tokens(ai_message) + + if self.use_deepseek_r1: + logger.info("🤯 Start Deep Thinking: ") + logger.info(ai_message.reasoning_content) + logger.info("🤯 End Deep Thinking") + + if isinstance(ai_message.content, list): + ai_content = ai_message.content[0] + else: + ai_content = ai_message.content + + ai_content = ai_content.replace("```json", "").replace("```", "") + ai_content = repair_json(ai_content) + parsed_json = json.loads(ai_content) + parsed: AgentOutput = self.AgentOutput(**parsed_json) + + if parsed is None: + logger.debug(ai_message.content) + raise ValueError('Could not parse response.') + + # Limit actions to maximum allowed per step parsed.action = parsed.action[: self.max_actions_per_step] self._log_response(parsed) self.n_steps += 1 - + return parsed @time_execution_async("--step") From 82844a418245f5f0e686d445841a2748ba02d052 Mon Sep 17 00:00:00 2001 From: marginal23326 <58261815+marginal23326@users.noreply.github.com> Date: Thu, 30 Jan 2025 02:36:47 +0600 Subject: [PATCH 7/8] feat(ui): display missing API key errors in UI This PR introduces proper error handling in the UI for missing API keys, addressing issue #188. Previously, missing API keys resulted in tracebacks in the console, but no clear error was shown in the UI. This made it difficult to understand what went wrong. Now, API key checks are performed at the start of the `get_llm_model` function in `src/utils/utils.py`. I've also added a `PROVIDER_DISPLAY_NAMES` constant for more user-friendly error messages and a `handle_api_key_error` function that leverages `gr.Error` to display clear error messages directly in the UI. If an API key is missing, you'll now see an error message right away. The `run_browser_agent` and `run_with_stream` functions in `webui.py` have been adjusted to ensure these `gr.Error` exceptions are handled properly. --- src/utils/utils.py | 50 ++++++++++++++++++++++++---------------------- webui.py | 9 +++++++++ 2 files changed, 35 insertions(+), 24 deletions(-) diff --git a/src/utils/utils.py b/src/utils/utils.py index c4218cd..e627014 100644 --- a/src/utils/utils.py +++ b/src/utils/utils.py @@ -12,6 +12,14 @@ import gradio as gr from .llm import DeepSeekR1ChatOpenAI, DeepSeekR1ChatOllama +PROVIDER_DISPLAY_NAMES = { + "openai": "OpenAI", + "azure_openai": "Azure OpenAI", + "anthropic": "Anthropic", + "deepseek": "DeepSeek", + "gemini": "Gemini" +} + def get_llm_model(provider: str, **kwargs): """ 获取LLM 模型 @@ -19,17 +27,19 @@ def get_llm_model(provider: str, **kwargs): :param kwargs: :return: """ + if provider not in ["ollama"]: + env_var = "GOOGLE_API_KEY" if provider == "gemini" else f"{provider.upper()}_API_KEY" + api_key = kwargs.get("api_key", "") or os.getenv(env_var, "") + if not api_key: + handle_api_key_error(provider, env_var) + kwargs["api_key"] = api_key + if provider == "anthropic": if not kwargs.get("base_url", ""): base_url = "https://api.anthropic.com" else: base_url = kwargs.get("base_url") - if not kwargs.get("api_key", ""): - api_key = os.getenv("ANTHROPIC_API_KEY", "") - else: - api_key = kwargs.get("api_key") - return ChatAnthropic( model_name=kwargs.get("model_name", "claude-3-5-sonnet-20240620"), temperature=kwargs.get("temperature", 0.0), @@ -42,11 +52,6 @@ def get_llm_model(provider: str, **kwargs): else: base_url = kwargs.get("base_url") - if not kwargs.get("api_key", ""): - api_key = os.getenv("OPENAI_API_KEY", "") - else: - api_key = kwargs.get("api_key") - return ChatOpenAI( model=kwargs.get("model_name", "gpt-4o"), temperature=kwargs.get("temperature", 0.0), @@ -59,11 +64,6 @@ def get_llm_model(provider: str, **kwargs): else: base_url = kwargs.get("base_url") - if not kwargs.get("api_key", ""): - api_key = os.getenv("DEEPSEEK_API_KEY", "") - else: - api_key = kwargs.get("api_key") - if kwargs.get("model_name", "deepseek-chat") == "deepseek-reasoner": return DeepSeekR1ChatOpenAI( model=kwargs.get("model_name", "deepseek-reasoner"), @@ -79,10 +79,6 @@ def get_llm_model(provider: str, **kwargs): api_key=api_key, ) elif provider == "gemini": - if not kwargs.get("api_key", ""): - api_key = os.getenv("GOOGLE_API_KEY", "") - else: - api_key = kwargs.get("api_key") return ChatGoogleGenerativeAI( model=kwargs.get("model_name", "gemini-2.0-flash-exp"), temperature=kwargs.get("temperature", 0.0), @@ -114,10 +110,6 @@ def get_llm_model(provider: str, **kwargs): base_url = os.getenv("AZURE_OPENAI_ENDPOINT", "") else: base_url = kwargs.get("base_url") - if not kwargs.get("api_key", ""): - api_key = os.getenv("AZURE_OPENAI_API_KEY", "") - else: - api_key = kwargs.get("api_key") return AzureChatOpenAI( model=kwargs.get("model_name", "gpt-4o"), temperature=kwargs.get("temperature", 0.0), @@ -154,7 +146,17 @@ def update_model_dropdown(llm_provider, api_key=None, base_url=None): return gr.Dropdown(choices=model_names[llm_provider], value=model_names[llm_provider][0], interactive=True) else: return gr.Dropdown(choices=[], value="", interactive=True, allow_custom_value=True) - + +def handle_api_key_error(provider: str, env_var: str): + """ + Handles the missing API key error by raising a gr.Error with a clear message. + """ + provider_display = PROVIDER_DISPLAY_NAMES.get(provider, provider.upper()) + raise gr.Error( + f"💥 {provider_display} API key not found! 🔑 Please set the " + f"`{env_var}` environment variable or provide it in the UI." + ) + def encode_image(img_path): if not img_path: return None diff --git a/webui.py b/webui.py index c6808ab..f760aab 100644 --- a/webui.py +++ b/webui.py @@ -184,6 +184,9 @@ async def run_browser_agent( gr.update(interactive=True) # Re-enable run button ) + except gr.Error: + raise + except Exception as e: import traceback traceback.print_exc() @@ -535,6 +538,12 @@ async def run_with_stream( try: result = await agent_task final_result, errors, model_actions, model_thoughts, latest_videos, trace, history_file, stop_button, run_button = result + except gr.Error: + final_result = "" + model_actions = "" + model_thoughts = "" + latest_videos = trace = history_file = None + except Exception as e: errors = f"Agent error: {str(e)}" From d0b4f4c44133e414f5368bcb9c8158c9cde63816 Mon Sep 17 00:00:00 2001 From: marginal23326 <58261815+marginal23326@users.noreply.github.com> Date: Thu, 30 Jan 2025 18:24:32 +0600 Subject: [PATCH 8/8] refactor: simplify LLM tests and remove duplication --- tests/test_llm_api.py | 224 ++++++++++++++++++------------------------ 1 file changed, 94 insertions(+), 130 deletions(-) diff --git a/tests/test_llm_api.py b/tests/test_llm_api.py index 6075896..45d5775 100644 --- a/tests/test_llm_api.py +++ b/tests/test_llm_api.py @@ -1,7 +1,10 @@ import os import pdb +from dataclasses import dataclass from dotenv import load_dotenv +from langchain_core.messages import HumanMessage, SystemMessage +from langchain_ollama import ChatOllama load_dotenv() @@ -9,154 +12,115 @@ import sys sys.path.append(".") +@dataclass +class LLMConfig: + provider: str + model_name: str + temperature: float = 0.8 + base_url: str = None + api_key: str = None + +def create_message_content(text, image_path=None): + content = [{"type": "text", "text": text}] + + if image_path: + from src.utils import utils + image_data = utils.encode_image(image_path) + content.append({ + "type": "image_url", + "image_url": {"url": f"data:image/jpeg;base64,{image_data}"} + }) + + return content + +def get_env_value(key, provider): + env_mappings = { + "openai": {"api_key": "OPENAI_API_KEY", "base_url": "OPENAI_ENDPOINT"}, + "azure_openai": {"api_key": "AZURE_OPENAI_API_KEY", "base_url": "AZURE_OPENAI_ENDPOINT"}, + "gemini": {"api_key": "GOOGLE_API_KEY"}, + "deepseek": {"api_key": "DEEPSEEK_API_KEY", "base_url": "DEEPSEEK_ENDPOINT"} + } + + if provider in env_mappings and key in env_mappings[provider]: + return os.getenv(env_mappings[provider][key], "") + return "" + +def test_llm(config, query, image_path=None, system_message=None): + from src.utils import utils + + # Special handling for Ollama-based models + if config.provider == "ollama": + if "deepseek-r1" in config.model_name: + from src.utils.llm import DeepSeekR1ChatOllama + llm = DeepSeekR1ChatOllama(model=config.model_name) + else: + llm = ChatOllama(model=config.model_name) + + ai_msg = llm.invoke(query) + print(ai_msg.content) + if "deepseek-r1" in config.model_name: + pdb.set_trace() + return + + # For other providers, use the standard configuration + llm = utils.get_llm_model( + provider=config.provider, + model_name=config.model_name, + temperature=config.temperature, + base_url=config.base_url or get_env_value("base_url", config.provider), + api_key=config.api_key or get_env_value("api_key", config.provider) + ) + + # Prepare messages for non-Ollama models + messages = [] + if system_message: + messages.append(SystemMessage(content=create_message_content(system_message))) + messages.append(HumanMessage(content=create_message_content(query, image_path))) + ai_msg = llm.invoke(messages) + + # Handle different response types + if hasattr(ai_msg, "reasoning_content"): + print(ai_msg.reasoning_content) + print(ai_msg.content) + + if config.provider == "deepseek" and "deepseek-reasoner" in config.model_name: + print(llm.model_name) + pdb.set_trace() def test_openai_model(): - from langchain_core.messages import HumanMessage - from src.utils import utils - - llm = utils.get_llm_model( - provider="openai", - model_name="gpt-4o", - temperature=0.8, - base_url=os.getenv("OPENAI_ENDPOINT", ""), - api_key=os.getenv("OPENAI_API_KEY", "") - ) - image_path = "assets/examples/test.png" - image_data = utils.encode_image(image_path) - message = HumanMessage( - content=[ - {"type": "text", "text": "describe this image"}, - { - "type": "image_url", - "image_url": {"url": f"data:image/jpeg;base64,{image_data}"}, - }, - ] - ) - ai_msg = llm.invoke([message]) - print(ai_msg.content) - + config = LLMConfig(provider="openai", model_name="gpt-4o") + test_llm(config, "Describe this image", "assets/examples/test.png") def test_gemini_model(): - # you need to enable your api key first: https://ai.google.dev/palm_docs/oauth_quickstart - from langchain_core.messages import HumanMessage - from src.utils import utils - - llm = utils.get_llm_model( - provider="gemini", - model_name="gemini-2.0-flash-exp", - temperature=0.8, - api_key=os.getenv("GOOGLE_API_KEY", "") - ) - - image_path = "assets/examples/test.png" - image_data = utils.encode_image(image_path) - message = HumanMessage( - content=[ - {"type": "text", "text": "describe this image"}, - { - "type": "image_url", - "image_url": {"url": f"data:image/jpeg;base64,{image_data}"}, - }, - ] - ) - ai_msg = llm.invoke([message]) - print(ai_msg.content) - + # Enable your API key first if you haven't: https://ai.google.dev/palm_docs/oauth_quickstart + config = LLMConfig(provider="gemini", model_name="gemini-2.0-flash-exp") + test_llm(config, "Describe this image", "assets/examples/test.png") def test_azure_openai_model(): - from langchain_core.messages import HumanMessage - from src.utils import utils - - llm = utils.get_llm_model( - provider="azure_openai", - model_name="gpt-4o", - temperature=0.8, - base_url=os.getenv("AZURE_OPENAI_ENDPOINT", ""), - api_key=os.getenv("AZURE_OPENAI_API_KEY", "") - ) - image_path = "assets/examples/test.png" - image_data = utils.encode_image(image_path) - message = HumanMessage( - content=[ - {"type": "text", "text": "describe this image"}, - { - "type": "image_url", - "image_url": {"url": f"data:image/jpeg;base64,{image_data}"}, - }, - ] - ) - ai_msg = llm.invoke([message]) - print(ai_msg.content) - + config = LLMConfig(provider="azure_openai", model_name="gpt-4o") + test_llm(config, "Describe this image", "assets/examples/test.png") def test_deepseek_model(): - from langchain_core.messages import HumanMessage - from src.utils import utils - - llm = utils.get_llm_model( - provider="deepseek", - model_name="deepseek-chat", - temperature=0.8, - base_url=os.getenv("DEEPSEEK_ENDPOINT", ""), - api_key=os.getenv("DEEPSEEK_API_KEY", "") - ) - message = HumanMessage( - content=[ - {"type": "text", "text": "who are you?"} - ] - ) - ai_msg = llm.invoke([message]) - print(ai_msg.content) + config = LLMConfig(provider="deepseek", model_name="deepseek-chat") + test_llm(config, "Who are you?") def test_deepseek_r1_model(): - from langchain_core.messages import HumanMessage, SystemMessage, AIMessage - from src.utils import utils - - llm = utils.get_llm_model( - provider="deepseek", - model_name="deepseek-reasoner", - temperature=0.8, - base_url=os.getenv("DEEPSEEK_ENDPOINT", ""), - api_key=os.getenv("DEEPSEEK_API_KEY", "") - ) - messages = [] - sys_message = SystemMessage( - content=[{"type": "text", "text": "you are a helpful AI assistant"}] - ) - messages.append(sys_message) - user_message = HumanMessage( - content=[ - {"type": "text", "text": "9.11 and 9.8, which is greater?"} - ] - ) - messages.append(user_message) - ai_msg = llm.invoke(messages) - print(ai_msg.reasoning_content) - print(ai_msg.content) - print(llm.model_name) - pdb.set_trace() + config = LLMConfig(provider="deepseek", model_name="deepseek-reasoner") + test_llm(config, "Which is greater, 9.11 or 9.8?", system_message="You are a helpful AI assistant.") def test_ollama_model(): - from langchain_ollama import ChatOllama + config = LLMConfig(provider="ollama", model_name="qwen2.5:7b") + test_llm(config, "Sing a ballad of LangChain.") - llm = ChatOllama(model="qwen2.5:7b") - ai_msg = llm.invoke("Sing a ballad of LangChain.") - print(ai_msg.content) - def test_deepseek_r1_ollama_model(): - from src.utils.llm import DeepSeekR1ChatOllama + config = LLMConfig(provider="ollama", model_name="deepseek-r1:14b") + test_llm(config, "How many 'r's are in the word 'strawberry'?") - llm = DeepSeekR1ChatOllama(model="deepseek-r1:14b") - ai_msg = llm.invoke("how many r in strawberry?") - print(ai_msg.content) - pdb.set_trace() - - -if __name__ == '__main__': +if __name__ == "__main__": # test_openai_model() # test_gemini_model() # test_azure_openai_model() test_deepseek_model() # test_ollama_model() # test_deepseek_r1_model() - # test_deepseek_r1_ollama_model() \ No newline at end of file + # test_deepseek_r1_ollama_model()