From 8bc3eb56a4b08ad0db80cbd2808447c09c36a34f Mon Sep 17 00:00:00 2001
From: scott------ <upstatesolutions@gmail.com>
Date: Tue, 14 Jan 2025 13:43:57 -0500
Subject: [PATCH 01/29] Update README.md minor grammar update

minor grammar correct, removing incorrect use of word 'a'.
---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 184eeb9..ecdfd2b 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@ This project builds upon the foundation of the [browser-use](https://github.com/
 
 We would like to officially thank [WarmShao](https://github.com/warmshao) for his contribution to this project.
 
-**WebUI:** is built on Gradio and supports a most of `browser-use` functionalities. This UI is designed to be user-friendly and enables easy interaction with the browser agent.
+**WebUI:** is built on Gradio and supports most of `browser-use` functionalities. This UI is designed to be user-friendly and enables easy interaction with the browser agent.
 
 **Expanded LLM Support:** We've integrated support for various Large Language Models (LLMs), including: Gemini, OpenAI, Azure OpenAI, Anthropic, DeepSeek, Ollama etc. And we plan to add support for even more models in the future.
 
@@ -181,4 +181,4 @@ playwright install
 ## Changelog
 
 - [x] **2025/01/10:** Thanks to @casistack. Now we have Docker Setup option and also Support keep browser open between tasks.[Video tutorial demo](https://github.com/browser-use/web-ui/issues/1#issuecomment-2582511750).
-- [x] **2025/01/06:** Thanks to @richard-devbot. A New and Well-Designed WebUI is released. [Video tutorial demo](https://github.com/warmshao/browser-use-webui/issues/1#issuecomment-2573393113).
\ No newline at end of file
+- [x] **2025/01/06:** Thanks to @richard-devbot. A New and Well-Designed WebUI is released. [Video tutorial demo](https://github.com/warmshao/browser-use-webui/issues/1#issuecomment-2573393113).

From 68446577f440bde5c89aae6c8139e4d93acce830 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?M=C3=A5ns=20Abrahamsson?= <mans.abrahamsson@gmail.com>
Date: Fri, 24 Jan 2025 14:14:41 +0100
Subject: [PATCH 02/29] Add library requirement for mistralai

---
 requirements.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/requirements.txt b/requirements.txt
index 619ee66..8cab293 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,3 +4,4 @@ pyperclip==1.9.0
 gradio==5.9.1
 langchain-ollama==0.2.2
 langchain-openai==0.2.14
+langchain-mistralai==0.2.4

From 46bbd559d2270ddb5578b1114b94273f828efe03 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?M=C3=A5ns=20Abrahamsson?= <mans.abrahamsson@gmail.com>
Date: Fri, 24 Jan 2025 14:14:56 +0100
Subject: [PATCH 03/29] Added a test-case for the mistralai api

---
 tests/test_llm_api.py | 22 +++++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/tests/test_llm_api.py b/tests/test_llm_api.py
index 9e2a1d6..405308e 100644
--- a/tests/test_llm_api.py
+++ b/tests/test_llm_api.py
@@ -16,6 +16,25 @@ import sys
 sys.path.append(".")
 
 
+def test_mistral_model():
+    from langchain_core.messages import HumanMessage
+    from src.utils import utils
+
+    llm = utils.get_llm_model(
+        provider="mistral",
+        model_name="mistral-large-latest",
+        temperature=0.8,
+        base_url=os.getenv("MISTRAL_ENDPOINT", ""),
+        api_key=os.getenv("MISTRAL_API_KEY", "")
+    )
+    message = HumanMessage(
+        content=[
+            {"type": "text", "text": "who are you?"}
+        ]
+    )
+    ai_msg = llm.invoke([message])
+    print(ai_msg.content)
+
 def test_openai_model():
     from langchain_core.messages import HumanMessage
     from src.utils import utils
@@ -128,4 +147,5 @@ if __name__ == '__main__':
     # test_gemini_model()
     # test_azure_openai_model()
     # test_deepseek_model()
-    test_ollama_model()
+    # test_ollama_model()
+    test_mistral_model()

From 456988fef0c720947bf6cc1d5bc1c7300abdccd0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?M=C3=A5ns=20Abrahamsson?= <mans.abrahamsson@gmail.com>
Date: Fri, 24 Jan 2025 14:35:20 +0100
Subject: [PATCH 04/29] Implemented mistral in webui

---
 src/utils/utils.py | 20 +++++++++++++++++++-
 1 file changed, 19 insertions(+), 1 deletion(-)

diff --git a/src/utils/utils.py b/src/utils/utils.py
index cfe24d3..da0197b 100644
--- a/src/utils/utils.py
+++ b/src/utils/utils.py
@@ -11,6 +11,7 @@ from pathlib import Path
 from typing import Dict, Optional
 
 from langchain_anthropic import ChatAnthropic
+from langchain_mistralai import ChatMistralAI
 from langchain_google_genai import ChatGoogleGenerativeAI
 from langchain_ollama import ChatOllama
 from langchain_openai import AzureChatOpenAI, ChatOpenAI
@@ -40,6 +41,22 @@ def get_llm_model(provider: str, **kwargs):
             base_url=base_url,
             api_key=api_key,
         )
+    elif provider == 'mistral':
+        if not kwargs.get("base_url", ""):
+            base_url = os.getenv("MISTRAL_ENDPOINT", "https://api.mistral.ai/v1")
+        else:
+            base_url = kwargs.get("base_url")
+        if not kwargs.get("api_key", ""):
+            api_key = os.getenv("MISTRAL_API_KEY", "")
+        else:
+            api_key = kwargs.get("api_key")
+
+        return ChatMistralAI(
+            model=kwargs.get("model_name", "mistral-large-latest"),
+            temperature=kwargs.get("temperature", 0.0),
+            base_url=base_url,
+            api_key=api_key,
+        )
     elif provider == "openai":
         if not kwargs.get("base_url", ""):
             base_url = os.getenv("OPENAI_ENDPOINT", "https://api.openai.com/v1")
@@ -117,7 +134,8 @@ model_names = {
     "deepseek": ["deepseek-chat"],
     "gemini": ["gemini-2.0-flash-exp", "gemini-2.0-flash-thinking-exp", "gemini-1.5-flash-latest", "gemini-1.5-flash-8b-latest", "gemini-2.0-flash-thinking-exp-1219" ],
     "ollama": ["qwen2.5:7b", "llama2:7b"],
-    "azure_openai": ["gpt-4o", "gpt-4", "gpt-3.5-turbo"]
+    "azure_openai": ["gpt-4o", "gpt-4", "gpt-3.5-turbo"],
+    "mistral": ["pixtral-large-latest", "mistral-large-latest", "mistral-small-latest", "ministral-8b-latest"]
 }
 
 # Callback to update the model name dropdown based on the selected provider

From f83f44823c45021a6c2dc94a5f99824aca301ebb Mon Sep 17 00:00:00 2001
From: Anders Schwartz <anders@freeflow.ai>
Date: Fri, 24 Jan 2025 18:13:13 -0500
Subject: [PATCH 05/29] fix: set docker architecture explicitly to ensure
 google-chrome is available to install

---
 docker-compose.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/docker-compose.yml b/docker-compose.yml
index 864391b..ba0aa9c 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,5 +1,6 @@
 services:
   browser-use-webui:
+    platform: linux/amd64
     build:
       context: .
       dockerfile: Dockerfile

From 7d9f81a8c6805d4960ac19513df03d364e36e9e7 Mon Sep 17 00:00:00 2001
From: Anders Schwartz <anders@freeflow.ai>
Date: Fri, 24 Jan 2025 20:31:24 -0500
Subject: [PATCH 06/29] add missing netcat for health check

---
 Dockerfile | 1 +
 1 file changed, 1 insertion(+)

diff --git a/Dockerfile b/Dockerfile
index 0d635ac..da615a5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -3,6 +3,7 @@ FROM python:3.11-slim
 # Install system dependencies
 RUN apt-get update && apt-get install -y \
     wget \
+    netcat-traditional \
     gnupg \
     curl \
     unzip \

From 21c8f598afd2b7609e04c203fbf4347b4f9173cf Mon Sep 17 00:00:00 2001
From: vincent <vincent19901026@gmail.com>
Date: Sun, 26 Jan 2025 01:07:30 +0800
Subject: [PATCH 07/29] update readme

---
 README.md                           |  2 +-
 src/__init__.py                     |  6 ------
 src/agent/__init__.py               |  6 ------
 src/agent/custom_agent.py           |  6 ------
 src/agent/custom_massage_manager.py |  6 ------
 src/agent/custom_prompts.py         |  5 -----
 src/agent/custom_views.py           |  6 ------
 src/browser/__init__.py             |  6 ------
 src/browser/config.py               | 30 -----------------------------
 src/browser/custom_browser.py       |  7 -------
 src/browser/custom_context.py       |  8 --------
 src/controller/__init__.py          |  5 -----
 src/controller/custom_controller.py |  6 ------
 src/utils/__init__.py               |  6 ------
 src/utils/utils.py                  |  6 ------
 tests/test_browser_use.py           |  5 -----
 tests/test_llm_api.py               |  6 ------
 tests/test_playwright.py            |  6 ------
 webui.py                            |  8 --------
 19 files changed, 1 insertion(+), 135 deletions(-)
 delete mode 100644 src/browser/config.py

diff --git a/README.md b/README.md
index 184eeb9..529a9df 100644
--- a/README.md
+++ b/README.md
@@ -179,6 +179,6 @@ playwright install
    ```
 
 ## Changelog
-
+- [x] **2025/01/26:** Thanks to @vvincent1234. Now browser-use-webui can combine with DeepSeek-r1 to engage in deep thinking!
 - [x] **2025/01/10:** Thanks to @casistack. Now we have Docker Setup option and also Support keep browser open between tasks.[Video tutorial demo](https://github.com/browser-use/web-ui/issues/1#issuecomment-2582511750).
 - [x] **2025/01/06:** Thanks to @richard-devbot. A New and Well-Designed WebUI is released. [Video tutorial demo](https://github.com/warmshao/browser-use-webui/issues/1#issuecomment-2573393113).
\ No newline at end of file
diff --git a/src/__init__.py b/src/__init__.py
index 93fbe7f..e69de29 100644
--- a/src/__init__.py
+++ b/src/__init__.py
@@ -1,6 +0,0 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/1
-# @Author  : wenshao
-# @Email   : wenshaoguo1026@gmail.com
-# @Project : browser-use-webui
-# @FileName: __init__.py.py
diff --git a/src/agent/__init__.py b/src/agent/__init__.py
index 93fbe7f..e69de29 100644
--- a/src/agent/__init__.py
+++ b/src/agent/__init__.py
@@ -1,6 +0,0 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/1
-# @Author  : wenshao
-# @Email   : wenshaoguo1026@gmail.com
-# @Project : browser-use-webui
-# @FileName: __init__.py.py
diff --git a/src/agent/custom_agent.py b/src/agent/custom_agent.py
index e501d0c..5cd0128 100644
--- a/src/agent/custom_agent.py
+++ b/src/agent/custom_agent.py
@@ -1,9 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/2
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: custom_agent.py
-
 import json
 import logging
 import pdb
diff --git a/src/agent/custom_massage_manager.py b/src/agent/custom_massage_manager.py
index c9ca432..f906300 100644
--- a/src/agent/custom_massage_manager.py
+++ b/src/agent/custom_massage_manager.py
@@ -1,9 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/2
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: custom_massage_manager.py
-
 from __future__ import annotations
 
 import logging
diff --git a/src/agent/custom_prompts.py b/src/agent/custom_prompts.py
index e9f1bd6..d32cce4 100644
--- a/src/agent/custom_prompts.py
+++ b/src/agent/custom_prompts.py
@@ -1,8 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/2
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: custom_prompts.py
 import pdb
 from typing import List, Optional
 
diff --git a/src/agent/custom_views.py b/src/agent/custom_views.py
index 78752ab..44272fb 100644
--- a/src/agent/custom_views.py
+++ b/src/agent/custom_views.py
@@ -1,9 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/2
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: custom_views.py
-
 from dataclasses import dataclass
 from typing import Type
 
diff --git a/src/browser/__init__.py b/src/browser/__init__.py
index 93fbe7f..e69de29 100644
--- a/src/browser/__init__.py
+++ b/src/browser/__init__.py
@@ -1,6 +0,0 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/1
-# @Author  : wenshao
-# @Email   : wenshaoguo1026@gmail.com
-# @Project : browser-use-webui
-# @FileName: __init__.py.py
diff --git a/src/browser/config.py b/src/browser/config.py
deleted file mode 100644
index 32329c4..0000000
--- a/src/browser/config.py
+++ /dev/null
@@ -1,30 +0,0 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/6
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: config.py
-
-import os
-from dataclasses import dataclass
-from typing import Optional
-
-
-@dataclass
-class BrowserPersistenceConfig:
-    """Configuration for browser persistence"""
-
-    persistent_session: bool = False
-    user_data_dir: Optional[str] = None
-    debugging_port: Optional[int] = None
-    debugging_host: Optional[str] = None
-
-    @classmethod
-    def from_env(cls) -> "BrowserPersistenceConfig":
-        """Create config from environment variables"""
-        return cls(
-            persistent_session=os.getenv("CHROME_PERSISTENT_SESSION", "").lower()
-            == "true",
-            user_data_dir=os.getenv("CHROME_USER_DATA"),
-            debugging_port=int(os.getenv("CHROME_DEBUGGING_PORT", "9222")),
-            debugging_host=os.getenv("CHROME_DEBUGGING_HOST", "localhost"),
-        )
\ No newline at end of file
diff --git a/src/browser/custom_browser.py b/src/browser/custom_browser.py
index 5f4943c..c624e25 100644
--- a/src/browser/custom_browser.py
+++ b/src/browser/custom_browser.py
@@ -1,9 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/2
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: browser.py
-
 import asyncio
 import pdb
 
@@ -20,7 +14,6 @@ from browser_use.browser.context import BrowserContext, BrowserContextConfig
 from playwright.async_api import BrowserContext as PlaywrightBrowserContext
 import logging
 
-from .config import BrowserPersistenceConfig
 from .custom_context import CustomBrowserContext
 
 logger = logging.getLogger(__name__)
diff --git a/src/browser/custom_context.py b/src/browser/custom_context.py
index 6de991b..aeafa68 100644
--- a/src/browser/custom_context.py
+++ b/src/browser/custom_context.py
@@ -1,10 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/1
-# @Author  : wenshao
-# @Email   : wenshaoguo1026@gmail.com
-# @Project : browser-use-webui
-# @FileName: context.py
-
 import json
 import logging
 import os
@@ -14,7 +7,6 @@ from browser_use.browser.context import BrowserContext, BrowserContextConfig
 from playwright.async_api import Browser as PlaywrightBrowser
 from playwright.async_api import BrowserContext as PlaywrightBrowserContext
 
-from .config import BrowserPersistenceConfig
 logger = logging.getLogger(__name__)
 
 
diff --git a/src/controller/__init__.py b/src/controller/__init__.py
index b2eb1b3..e69de29 100644
--- a/src/controller/__init__.py
+++ b/src/controller/__init__.py
@@ -1,5 +0,0 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/2
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: __init__.py.py
diff --git a/src/controller/custom_controller.py b/src/controller/custom_controller.py
index 6e57dd4..957de89 100644
--- a/src/controller/custom_controller.py
+++ b/src/controller/custom_controller.py
@@ -1,9 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/2
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: custom_action.py
-
 import pyperclip
 from browser_use.agent.views import ActionResult
 from browser_use.browser.context import BrowserContext
diff --git a/src/utils/__init__.py b/src/utils/__init__.py
index 93fbe7f..e69de29 100644
--- a/src/utils/__init__.py
+++ b/src/utils/__init__.py
@@ -1,6 +0,0 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/1
-# @Author  : wenshao
-# @Email   : wenshaoguo1026@gmail.com
-# @Project : browser-use-webui
-# @FileName: __init__.py.py
diff --git a/src/utils/utils.py b/src/utils/utils.py
index 9c86b26..18ce403 100644
--- a/src/utils/utils.py
+++ b/src/utils/utils.py
@@ -1,9 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/1
-# @Author  : wenshao
-# @Email   : wenshaoguo1026@gmail.com
-# @Project : browser-use-webui
-# @FileName: utils.py
 import base64
 import os
 import time
diff --git a/tests/test_browser_use.py b/tests/test_browser_use.py
index 7f4a65e..7df27d6 100644
--- a/tests/test_browser_use.py
+++ b/tests/test_browser_use.py
@@ -1,8 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/2
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: test_browser_use.py
 import pdb
 
 from dotenv import load_dotenv
diff --git a/tests/test_llm_api.py b/tests/test_llm_api.py
index bd52286..9738834 100644
--- a/tests/test_llm_api.py
+++ b/tests/test_llm_api.py
@@ -1,9 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/1
-# @Author  : wenshao
-# @Email   : wenshaoguo1026@gmail.com
-# @Project : browser-use-webui
-# @FileName: test_llm_api.py
 import os
 import pdb
 
diff --git a/tests/test_playwright.py b/tests/test_playwright.py
index 40d8285..6704a02 100644
--- a/tests/test_playwright.py
+++ b/tests/test_playwright.py
@@ -1,9 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/2
-# @Author  : wenshao
-# @Email   : wenshaoguo1026@gmail.com
-# @Project : browser-use-webui
-# @FileName: test_playwright.py
 import pdb
 from dotenv import load_dotenv
 
diff --git a/webui.py b/webui.py
index 2e3570b..59d09b0 100644
--- a/webui.py
+++ b/webui.py
@@ -1,10 +1,3 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/1
-# @Author  : wenshao
-# @Email   : wenshaoguo1026@gmail.com
-# @Project : browser-use-webui
-# @FileName: webui.py
-
 import pdb
 import logging
 
@@ -35,7 +28,6 @@ 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.browser.config import BrowserPersistenceConfig
 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

From dd20dd4f8c5b544c6129f8a44a1c8c08e9793bfd Mon Sep 17 00:00:00 2001
From: 0x01 <33686367+bugdisclose@users.noreply.github.com>
Date: Sun, 26 Jan 2025 04:08:12 +0530
Subject: [PATCH 08/29] Create SECURITY.md

---
 SECURITY.md | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)
 create mode 100644 SECURITY.md

diff --git a/SECURITY.md b/SECURITY.md
new file mode 100644
index 0000000..f6c3df8
--- /dev/null
+++ b/SECURITY.md
@@ -0,0 +1,19 @@
+## Reporting Security Issues
+
+If you believe you have found a security vulnerability in browser-use, please report it through coordinated disclosure.
+
+**Please do not report security vulnerabilities through the repository issues, discussions, or pull requests.**
+
+Instead, please open a new [Github security advisory](https://github.com/browser-use/web-ui/security/advisories/new).
+
+Please include as much of the information listed below as you can to help me better understand and resolve the issue:
+
+* The type of issue (e.g., buffer overflow, SQL injection, or cross-site scripting)
+* Full paths of source file(s) related to the manifestation of the issue
+* The location of the affected source code (tag/branch/commit or direct URL)
+* Any special configuration required to reproduce the issue
+* Step-by-step instructions to reproduce the issue
+* Proof-of-concept or exploit code (if possible)
+* Impact of the issue, including how an attacker might exploit the issue
+
+This information will help me triage your report more quickly.

From 45160cd2663f11742a6358701ad27bb8eda00dc4 Mon Sep 17 00:00:00 2001
From: vincent <vincent19901026@gmail.com>
Date: Sun, 26 Jan 2025 07:52:36 +0800
Subject: [PATCH 09/29] fix cutting message bug

---
 .env.example                         | 12 ++++++++----
 src/agent/custom_agent.py            |  4 +++-
 src/agent/custom_massage_manager.py  |  6 ++----
 src/utils/default_config_settings.py |  2 +-
 webui.py                             |  2 --
 5 files changed, 14 insertions(+), 12 deletions(-)

diff --git a/.env.example b/.env.example
index 2ebe67b..7b53b7a 100644
--- a/.env.example
+++ b/.env.example
@@ -22,12 +22,16 @@ CHROME_PATH=
 CHROME_USER_DATA=
 CHROME_DEBUGGING_PORT=9222
 CHROME_DEBUGGING_HOST=localhost
-CHROME_PERSISTENT_SESSION=false  # Set to true to keep browser open between AI tasks
+# Set to true to keep browser open between AI tasks
+CHROME_PERSISTENT_SESSION=false
 
 # Display settings
-RESOLUTION=1920x1080x24  # Format: WIDTHxHEIGHTxDEPTH
-RESOLUTION_WIDTH=1920    # Width in pixels
-RESOLUTION_HEIGHT=1080   # Height in pixels
+# Format: WIDTHxHEIGHTxDEPTH
+RESOLUTION=1920x1080x24
+# Width in pixels
+RESOLUTION_WIDTH=1920
+# Height in pixels
+RESOLUTION_HEIGHT=1080
 
 # VNC settings
 VNC_PASSWORD=youvncpassword
\ No newline at end of file
diff --git a/src/agent/custom_agent.py b/src/agent/custom_agent.py
index 5cd0128..3d76088 100644
--- a/src/agent/custom_agent.py
+++ b/src/agent/custom_agent.py
@@ -89,7 +89,8 @@ class CustomAgent(Agent):
             max_actions_per_step=max_actions_per_step,
             tool_call_in_content=tool_call_in_content,
         )
-        if self.llm.model_name in ["deepseek-reasoner"]:
+        if hasattr(self.llm, 'model_name') and self.llm.model_name in ["deepseek-reasoner"]:
+            # deepseek-reasoner does not support function calling
             self.use_function_calling = False
             # TODO: deepseek-reasoner only support 64000 context
             self.max_input_tokens = 64000
@@ -242,6 +243,7 @@ class CustomAgent(Agent):
                 model_output.action, self.browser_context
             )
             if len(result) != len(model_output.action):
+                # I think something changes, such information should let LLM know
                 for ri in range(len(result), len(model_output.action)):
                     result.append(ActionResult(extracted_content=None,
                                                 include_in_memory=True,
diff --git a/src/agent/custom_massage_manager.py b/src/agent/custom_massage_manager.py
index f906300..cc4edbc 100644
--- a/src/agent/custom_massage_manager.py
+++ b/src/agent/custom_massage_manager.py
@@ -88,11 +88,9 @@ class CustomMassageManager(MessageManager):
     def cut_messages(self):
         """Get current message list, potentially trimmed to max tokens"""
         diff = self.history.total_tokens - self.max_input_tokens
-        i = 1  # start from 1 to keep system message in history
-        while diff > 0 and i < len(self.history.messages):
-            self.history.remove_message(i)
+        while diff > 0 and len(self.history.messages) > 1:
+            self.history.remove_message(1) # alway remove the oldest one
             diff = self.history.total_tokens - self.max_input_tokens
-            i += 1
         
     def add_state_message(
             self,
diff --git a/src/utils/default_config_settings.py b/src/utils/default_config_settings.py
index 02f9129..1b19ff1 100644
--- a/src/utils/default_config_settings.py
+++ b/src/utils/default_config_settings.py
@@ -17,7 +17,7 @@ def default_config():
         "llm_temperature": 1.0,
         "llm_base_url": "",
         "llm_api_key": "",
-        "use_own_browser": os.getenv("CHROME_PERSISTENT_SESSION", False),
+        "use_own_browser": os.getenv("CHROME_PERSISTENT_SESSION", "false").lower() == "true",
         "keep_browser_open": False,
         "headless": False,
         "disable_security": True,
diff --git a/webui.py b/webui.py
index 59d09b0..f846908 100644
--- a/webui.py
+++ b/webui.py
@@ -34,8 +34,6 @@ from gradio.themes import Citrus, Default, Glass, Monochrome, Ocean, Origin, Sof
 from src.utils.default_config_settings import default_config, load_config_from_file, save_config_to_file, save_current_config, update_ui_from_config
 from src.utils.utils import update_model_dropdown, get_latest_files, capture_screenshot
 
-from dotenv import load_dotenv
-load_dotenv()
 
 # Global variables for persistence
 _global_browser = None

From 8a09c965850ccf809977824de1581be58f9b4e44 Mon Sep 17 00:00:00 2001
From: vincent <vincent19901026@gmail.com>
Date: Sun, 26 Jan 2025 08:12:12 +0800
Subject: [PATCH 10/29] fix token counting for r1

---
 src/agent/custom_massage_manager.py | 24 +++++++++++++++++++++---
 1 file changed, 21 insertions(+), 3 deletions(-)

diff --git a/src/agent/custom_massage_manager.py b/src/agent/custom_massage_manager.py
index cc4edbc..db6158b 100644
--- a/src/agent/custom_massage_manager.py
+++ b/src/agent/custom_massage_manager.py
@@ -9,11 +9,15 @@ from browser_use.agent.prompts import SystemPrompt
 from browser_use.agent.views import ActionResult, AgentStepInfo
 from browser_use.browser.views import BrowserState
 from langchain_core.language_models import BaseChatModel
+from langchain_anthropic import ChatAnthropic
+from langchain_core.language_models import BaseChatModel
 from langchain_core.messages import (
-    HumanMessage,
-    AIMessage
+	AIMessage,
+	BaseMessage,
+	HumanMessage,
 )
-
+from langchain_openai import ChatOpenAI
+from ..utils.llm import DeepSeekR1ChatOpenAI
 from .custom_prompts import CustomAgentMessagePrompt
 
 logger = logging.getLogger(__name__)
@@ -108,3 +112,17 @@ class CustomMassageManager(MessageManager):
             step_info=step_info,
         ).get_user_message()
         self._add_message_with_tokens(state_message)
+    
+    def _count_text_tokens(self, text: str) -> int:
+        if isinstance(self.llm, (ChatOpenAI, ChatAnthropic, DeepSeekR1ChatOpenAI)):
+            try:
+                tokens = self.llm.get_num_tokens(text)
+            except Exception:
+                tokens = (
+					len(text) // self.ESTIMATED_TOKENS_PER_CHARACTER
+				)  # Rough estimate if no tokenizer available
+        else:
+            tokens = (
+				len(text) // self.ESTIMATED_TOKENS_PER_CHARACTER
+			)  # Rough estimate if no tokenizer available
+        return tokens

From be01aaf33671e1bb07de671af6c430979604e11f Mon Sep 17 00:00:00 2001
From: wraps <me@matthieu.pw>
Date: Sun, 26 Jan 2025 15:39:35 +0100
Subject: [PATCH 11/29] feat: add Ollama endpoint configuration

- Added `OLLAMA_ENDPOINT` environment variable to `.env.example`
- Updated `get_llm_model` function in `src/utils/utils.py` to use the new `OLLAMA_ENDPOINT` environment variable if not provided
---
 .env.example       | 2 ++
 src/utils/utils.py | 7 ++++++-
 2 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/.env.example b/.env.example
index 7b53b7a..fe2c67c 100644
--- a/.env.example
+++ b/.env.example
@@ -11,6 +11,8 @@ AZURE_OPENAI_API_KEY=
 DEEPSEEK_ENDPOINT=https://api.deepseek.com
 DEEPSEEK_API_KEY=
 
+OLLAMA_ENDPOINT=http://localhost:11434
+
 # Set to false to disable anonymized telemetry
 ANONYMIZED_TELEMETRY=true
 
diff --git a/src/utils/utils.py b/src/utils/utils.py
index 18ce403..34ead04 100644
--- a/src/utils/utils.py
+++ b/src/utils/utils.py
@@ -89,11 +89,16 @@ def get_llm_model(provider: str, **kwargs):
             google_api_key=api_key,
         )
     elif provider == "ollama":
+        if not kwargs.get("base_url", ""):
+            base_url = os.getenv("OLLAMA_ENDPOINT", "http://localhost:11434")
+        else:
+            base_url = kwargs.get("base_url")
+            
         return ChatOllama(
             model=kwargs.get("model_name", "qwen2.5:7b"),
             temperature=kwargs.get("temperature", 0.0),
             num_ctx=kwargs.get("num_ctx", 32000),
-            base_url=kwargs.get("base_url", "http://localhost:11434"),
+            base_url=base_url,
         )
     elif provider == "azure_openai":
         if not kwargs.get("base_url", ""):

From 6ceaf8de6ba7572a9b021f7d161e2ac8c2644d97 Mon Sep 17 00:00:00 2001
From: vincent <vincent19901026@gmail.com>
Date: Mon, 27 Jan 2025 14:10:23 +0800
Subject: [PATCH 12/29] adapt to browser-use==0.1.29

---
 requirements.txt                     |   7 +-
 src/agent/custom_agent.py            | 430 ++++++++++++++-------------
 src/agent/custom_massage_manager.py  |  58 ++--
 src/agent/custom_prompts.py          |  54 ++--
 src/agent/custom_views.py            |   2 +-
 src/browser/config.py                |  30 ++
 src/browser/custom_browser.py        | 131 +++-----
 src/browser/custom_context.py        |  71 +----
 src/controller/custom_controller.py  |   8 +-
 src/utils/default_config_settings.py |   6 +-
 tests/test_browser_use.py            |  26 +-
 tests/test_llm_api.py                |   4 +-
 webui.py                             |  90 +++---
 13 files changed, 429 insertions(+), 488 deletions(-)
 create mode 100644 src/browser/config.py

diff --git a/requirements.txt b/requirements.txt
index 619ee66..8fa4294 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,3 @@
-browser-use==0.1.19
-langchain-google-genai==2.0.8
+browser-use==0.1.29
 pyperclip==1.9.0
-gradio==5.9.1
-langchain-ollama==0.2.2
-langchain-openai==0.2.14
+gradio==5.10.0
diff --git a/src/agent/custom_agent.py b/src/agent/custom_agent.py
index 3d76088..fc69a13 100644
--- a/src/agent/custom_agent.py
+++ b/src/agent/custom_agent.py
@@ -2,12 +2,12 @@ import json
 import logging
 import pdb
 import traceback
-from typing import Optional, Type
+from typing import Optional, Type, List, Dict, Any, Callable
 from PIL import Image, ImageDraw, ImageFont
 import os
 import base64
 import io
-
+import platform
 from browser_use.agent.prompts import SystemPrompt
 from browser_use.agent.service import Agent
 from browser_use.agent.views import (
@@ -21,9 +21,9 @@ from browser_use.browser.context import BrowserContext
 from browser_use.browser.views import BrowserStateHistory
 from browser_use.controller.service import Controller
 from browser_use.telemetry.views import (
-    AgentEndTelemetryEvent,
-    AgentRunTelemetryEvent,
-    AgentStepErrorTelemetryEvent,
+	AgentEndTelemetryEvent,
+	AgentRunTelemetryEvent,
+	AgentStepTelemetryEvent,
 )
 from browser_use.utils import time_execution_async
 from langchain_core.language_models.chat_models import BaseChatModel
@@ -70,6 +70,11 @@ class CustomAgent(Agent):
             max_actions_per_step: int = 10,
             tool_call_in_content: bool = True,
             agent_state: AgentState = None,
+            initial_actions: Optional[List[Dict[str, Dict[str, Any]]]] = None,
+            # Cloud Callbacks
+            register_new_step_callback: Callable[['BrowserState', 'AgentOutput', int], None] | None = None,
+            register_done_callback: Callable[['AgentHistoryList'], None] | None = None,
+            tool_calling_method: Optional[str] = 'auto',
     ):
         super().__init__(
             task=task,
@@ -88,15 +93,22 @@ class CustomAgent(Agent):
             max_error_length=max_error_length,
             max_actions_per_step=max_actions_per_step,
             tool_call_in_content=tool_call_in_content,
+            initial_actions=initial_actions,
+            register_new_step_callback=register_new_step_callback,
+            register_done_callback=register_done_callback,
+            tool_calling_method=tool_calling_method
         )
-        if hasattr(self.llm, 'model_name') and self.llm.model_name in ["deepseek-reasoner"]:
+        if self.model_name == "deepseek-reasoner":
             # deepseek-reasoner does not support function calling
-            self.use_function_calling = False
-            # TODO: deepseek-reasoner only support 64000 context
+            self.use_deepseek_r1 = True
+            # deepseek-reasoner only support 64000 context
             self.max_input_tokens = 64000
         else:
-            self.use_function_calling = True
+            self.use_deepseek_r1 = False
+        
+        # custom new info
         self.add_infos = add_infos
+        # agent_state for Stop
         self.agent_state = agent_state
         self.message_manager = CustomMassageManager(
             llm=self.llm,
@@ -107,8 +119,7 @@ class CustomAgent(Agent):
             include_attributes=self.include_attributes,
             max_error_length=self.max_error_length,
             max_actions_per_step=self.max_actions_per_step,
-            tool_call_in_content=tool_call_in_content,
-            use_function_calling=self.use_function_calling
+            use_deepseek_r1=self.use_deepseek_r1
         )
 
     def _setup_action_models(self) -> None:
@@ -167,57 +178,37 @@ 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_function_calling:
-            try:
-                structured_llm = self.llm.with_structured_output(self.AgentOutput, include_raw=True)
-                response: dict[str, Any] = await structured_llm.ainvoke(input_messages)  # type: ignore
-
-                parsed: AgentOutput = response['parsed']
-                # cut the number of actions to max_actions_per_step
-                parsed.action = parsed.action[: self.max_actions_per_step]
-                self._log_response(parsed)
-                self.n_steps += 1
-
-                return parsed
-            except Exception as e:
-                # If something goes wrong, try to invoke the LLM again without structured output,
-                # and Manually parse the response. Temporarily solution for DeepSeek
-                ret = self.llm.invoke(input_messages)
-                if isinstance(ret.content, list):
-                    parsed_json = json.loads(ret.content[0].replace("```json", "").replace("```", ""))
-                else:
-                    parsed_json = json.loads(ret.content.replace("```json", "").replace("```", ""))
-                parsed: AgentOutput = self.AgentOutput(**parsed_json)
-                if parsed is None:
-                    raise ValueError(f'Could not parse response.')
-
-                # cut the number of actions to max_actions_per_step
-                parsed.action = parsed.action[: self.max_actions_per_step]
-                self._log_response(parsed)
-                self.n_steps += 1
-
-                return parsed
-        else:
-            ret = self.llm.invoke(input_messages)
-            if not self.use_function_calling:
-                self.message_manager._add_message_with_tokens(ret)
+        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(ret.reasoning_content)
+            logger.info(ai_message.reasoning_content)
             logger.info(f"🤯 End Deep Thinking")
-            if isinstance(ret.content, list):
-                parsed_json = json.loads(ret.content[0].replace("```json", "").replace("```", ""))
+            if isinstance(ai_message.content, list):
+                parsed_json = json.loads(ai_message.content[0].replace("```json", "").replace("```", ""))
             else:
-                parsed_json = json.loads(ret.content.replace("```json", "").replace("```", ""))
+                parsed_json = json.loads(ai_message.content.replace("```json", "").replace("```", ""))
+            parsed: AgentOutput = self.AgentOutput(**parsed_json)
+            if parsed is None:
+                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):
+                parsed_json = json.loads(ai_message.content[0].replace("```json", "").replace("```", ""))
+            else:
+                parsed_json = json.loads(ai_message.content.replace("```json", "").replace("```", ""))
             parsed: AgentOutput = self.AgentOutput(**parsed_json)
             if parsed is None:
                 raise ValueError(f'Could not parse response.')
 
-            # cut the number of actions to max_actions_per_step
-            parsed.action = parsed.action[: self.max_actions_per_step]
-            self._log_response(parsed)
-            self.n_steps += 1
+        # cut the number of actions to max_actions_per_step
+        parsed.action = parsed.action[: self.max_actions_per_step]
+        self._log_response(parsed)
+        self.n_steps += 1
 
-            return parsed
+        return parsed
 
     @time_execution_async("--step")
     async def step(self, step_info: Optional[CustomAgentStepInfo] = None) -> None:
@@ -231,13 +222,17 @@ class CustomAgent(Agent):
             state = await self.browser_context.get_state(use_vision=self.use_vision)
             self.message_manager.add_state_message(state, self._last_result, step_info)
             input_messages = self.message_manager.get_messages()
-            model_output = await self.get_next_action(input_messages)
-            self.update_step_info(model_output, step_info)
-            logger.info(f"🧠 All Memory: \n{step_info.memory}")
-            self._save_conversation(input_messages, model_output)
-            if self.use_function_calling:
-                self.message_manager._remove_last_state_message()  # we dont want the whole state in the chat history
-                self.message_manager.add_model_output(model_output)
+            try:
+                model_output = await self.get_next_action(input_messages)
+                if self.register_new_step_callback:
+                    self.register_new_step_callback(state, model_output, self.n_steps)
+                self.update_step_info(model_output, step_info)
+                logger.info(f"🧠 All Memory: \n{step_info.memory}")
+                self._save_conversation(input_messages, model_output)
+            except Exception as e:
+                # model call failed, remove last state message from history
+                self.message_manager._remove_last_state_message()
+                raise e
 
             result: list[ActionResult] = await self.controller.multi_act(
                 model_output.action, self.browser_context
@@ -262,30 +257,168 @@ class CustomAgent(Agent):
             self._last_result = result
 
         finally:
+            actions = [a.model_dump(exclude_unset=True) for a in model_output.action] if model_output else []
+            self.telemetry.capture(
+                AgentStepTelemetryEvent(
+                    agent_id=self.agent_id,
+                    step=self.n_steps,
+                    actions=actions,
+                    consecutive_failures=self.consecutive_failures,
+                    step_error=[r.error for r in result if r.error] if result else ['No result'],
+                )
+            )
             if not result:
                 return
-            for r in result:
-                if r.error:
-                    self.telemetry.capture(
-                        AgentStepErrorTelemetryEvent(
-                            agent_id=self.agent_id,
-                            error=r.error,
-                        )
-                    )
+
             if state:
                 self._make_history_item(model_output, state, result)
+
+    async def run(self, max_steps: int = 100) -> AgentHistoryList:
+        """Execute the task with maximum number of steps"""
+        try:
+            self._log_agent_run()
+
+            # Execute initial actions if provided
+            if self.initial_actions:
+                result = await self.controller.multi_act(self.initial_actions, self.browser_context, check_for_new_elements=False)
+                self._last_result = result
+
+            step_info = CustomAgentStepInfo(
+                task=self.task,
+                add_infos=self.add_infos,
+                step_number=1,
+                max_steps=max_steps,
+                memory="",
+                task_progress="",
+                future_plans=""
+            )
+
+            for step in range(max_steps):
+                # 1) Check if stop requested
+                if self.agent_state and self.agent_state.is_stop_requested():
+                    logger.info("🛑 Stop requested by user")
+                    self._create_stop_history_item()
+                    break
+
+                # 2) Store last valid state before step
+                if self.browser_context and self.agent_state:
+                    state = await self.browser_context.get_state(use_vision=self.use_vision)
+                    self.agent_state.set_last_valid_state(state)
+
+                if self._too_many_failures():
+                    break
+
+                # 3) Do the step
+                await self.step(step_info)
+
+                if self.history.is_done():
+                    if (
+                            self.validate_output and step < max_steps - 1
+                    ):  # if last step, we dont need to validate
+                        if not await self._validate_output():
+                            continue
+
+                    logger.info("✅ Task completed successfully")
+                    break
+            else:
+                logger.info("❌ Failed to complete task in maximum steps")
+
+            return self.history
+
+        finally:
+            self.telemetry.capture(
+                AgentEndTelemetryEvent(
+                    agent_id=self.agent_id,
+                    success=self.history.is_done(),
+                    steps=self.n_steps,
+                    max_steps_reached=self.n_steps >= max_steps,
+                    errors=self.history.errors(),
+                )
+            )
+
+            if not self.injected_browser_context:
+                await self.browser_context.close()
+
+            if not self.injected_browser and self.browser:
+                await self.browser.close()
+
+            if self.generate_gif:
+                output_path: str = 'agent_history.gif'
+                if isinstance(self.generate_gif, str):
+                    output_path = self.generate_gif
+
+                self.create_history_gif(output_path=output_path)
+
+    def _create_stop_history_item(self):
+        """Create a history item for when the agent is stopped."""
+        try:
+            # Attempt to retrieve the last valid state from agent_state
+            state = None
+            if self.agent_state:
+                last_state = self.agent_state.get_last_valid_state()
+                if last_state:
+                    # Convert to BrowserStateHistory
+                    state = BrowserStateHistory(
+                        url=getattr(last_state, 'url', ""),
+                        title=getattr(last_state, 'title', ""),
+                        tabs=getattr(last_state, 'tabs', []),
+                        interacted_element=[None],
+                        screenshot=getattr(last_state, 'screenshot', None)
+                    )
+                else:
+                    state = self._create_empty_state()
+            else:
+                state = self._create_empty_state()
+
+            # Create a final item in the agent history indicating done
+            stop_history = AgentHistory(
+                model_output=None,
+                state=state,
+                result=[ActionResult(extracted_content=None, error=None, is_done=True)]
+            )
+            self.history.history.append(stop_history)
+
+        except Exception as e:
+            logger.error(f"Error creating stop history item: {e}")
+            # Create empty state as fallback
+            state = self._create_empty_state()
+            stop_history = AgentHistory(
+                model_output=None,
+                state=state,
+                result=[ActionResult(extracted_content=None, error=None, is_done=True)]
+            )
+            self.history.history.append(stop_history)
+
+    def _convert_to_browser_state_history(self, browser_state):
+        return BrowserStateHistory(
+            url=getattr(browser_state, 'url', ""),
+            title=getattr(browser_state, 'title', ""),
+            tabs=getattr(browser_state, 'tabs', []),
+            interacted_element=[None],
+            screenshot=getattr(browser_state, 'screenshot', None)
+        )
+
+    def _create_empty_state(self):
+        return BrowserStateHistory(
+            url="",
+            title="",
+            tabs=[],
+            interacted_element=[None],
+            screenshot=None
+        )
+
     def create_history_gif(
-            self,
-            output_path: str = 'agent_history.gif',
-            duration: int = 3000,
-            show_goals: bool = True,
-            show_task: bool = True,
-            show_logo: bool = False,
-            font_size: int = 40,
-            title_font_size: int = 56,
-            goal_font_size: int = 44,
-            margin: int = 40,
-            line_spacing: float = 1.5,
+        self,
+        output_path: str = 'agent_history.gif',
+        duration: int = 3000,
+        show_goals: bool = True,
+        show_task: bool = True,
+        show_logo: bool = False,
+        font_size: int = 40,
+        title_font_size: int = 56,
+        goal_font_size: int = 44,
+        margin: int = 40,
+        line_spacing: float = 1.5,
     ) -> None:
         """Create a GIF from the agent's history with overlaid task and goal text."""
         if not self.history.history:
@@ -306,10 +439,9 @@ class CustomAgent(Agent):
 
             for font_name in font_options:
                 try:
-                    import platform
-                    if platform.system() == "Windows":
+                    if platform.system() == 'Windows':
                         # Need to specify the abs font path on Windows
-                        font_name = os.path.join(os.getenv("WIN_FONT_DIR", "C:\\Windows\\Fonts"), font_name + ".ttf")
+                        font_name = os.path.join(os.getenv('WIN_FONT_DIR', 'C:\\Windows\\Fonts'), font_name + '.ttf')
                     regular_font = ImageFont.truetype(font_name, font_size)
                     title_font = ImageFont.truetype(font_name, title_font_size)
                     goal_font = ImageFont.truetype(font_name, goal_font_size)
@@ -386,134 +518,4 @@ class CustomAgent(Agent):
             )
             logger.info(f'Created GIF at {output_path}')
         else:
-            logger.warning('No images found in history to create GIF')
-
-    async def run(self, max_steps: int = 100) -> AgentHistoryList:
-        """Execute the task with maximum number of steps"""
-        try:
-            logger.info(f"🚀 Starting task: {self.task}")
-
-            self.telemetry.capture(
-                AgentRunTelemetryEvent(
-                    agent_id=self.agent_id,
-                    task=self.task,
-                )
-            )
-
-            step_info = CustomAgentStepInfo(
-                task=self.task,
-                add_infos=self.add_infos,
-                step_number=1,
-                max_steps=max_steps,
-                memory="",
-                task_progress="",
-                future_plans=""
-            )
-
-            for step in range(max_steps):
-                # 1) Check if stop requested
-                if self.agent_state and self.agent_state.is_stop_requested():
-                    logger.info("🛑 Stop requested by user")
-                    self._create_stop_history_item()
-                    break
-
-                # 2) Store last valid state before step
-                if self.browser_context and self.agent_state:
-                    state = await self.browser_context.get_state(use_vision=self.use_vision)
-                    self.agent_state.set_last_valid_state(state)
-
-                if self._too_many_failures():
-                    break
-
-                # 3) Do the step
-                await self.step(step_info)
-
-                if self.history.is_done():
-                    if (
-                            self.validate_output and step < max_steps - 1
-                    ):  # if last step, we dont need to validate
-                        if not await self._validate_output():
-                            continue
-
-                    logger.info("✅ Task completed successfully")
-                    break
-            else:
-                logger.info("❌ Failed to complete task in maximum steps")
-
-            return self.history
-
-        finally:
-            self.telemetry.capture(
-                AgentEndTelemetryEvent(
-                    agent_id=self.agent_id,
-                    task=self.task,
-                    success=self.history.is_done(),
-                    steps=len(self.history.history),
-                )
-            )
-            if not self.injected_browser_context:
-                await self.browser_context.close()
-
-            if not self.injected_browser and self.browser:
-                await self.browser.close()
-
-            if self.generate_gif:
-                self.create_history_gif()
-
-    def _create_stop_history_item(self):
-        """Create a history item for when the agent is stopped."""
-        try:
-            # Attempt to retrieve the last valid state from agent_state
-            state = None
-            if self.agent_state:
-                last_state = self.agent_state.get_last_valid_state()
-                if last_state:
-                    # Convert to BrowserStateHistory
-                    state = BrowserStateHistory(
-                        url=getattr(last_state, 'url', ""),
-                        title=getattr(last_state, 'title', ""),
-                        tabs=getattr(last_state, 'tabs', []),
-                        interacted_element=[None],
-                        screenshot=getattr(last_state, 'screenshot', None)
-                    )
-                else:
-                    state = self._create_empty_state()
-            else:
-                state = self._create_empty_state()
-
-            # Create a final item in the agent history indicating done
-            stop_history = AgentHistory(
-                model_output=None,
-                state=state,
-                result=[ActionResult(extracted_content=None, error=None, is_done=True)]
-            )
-            self.history.history.append(stop_history)
-
-        except Exception as e:
-            logger.error(f"Error creating stop history item: {e}")
-            # Create empty state as fallback
-            state = self._create_empty_state()
-            stop_history = AgentHistory(
-                model_output=None,
-                state=state,
-                result=[ActionResult(extracted_content=None, error=None, is_done=True)]
-            )
-            self.history.history.append(stop_history)
-
-    def _convert_to_browser_state_history(self, browser_state):
-        return BrowserStateHistory(
-            url=getattr(browser_state, 'url', ""),
-            title=getattr(browser_state, 'title', ""),
-            tabs=getattr(browser_state, 'tabs', []),
-            interacted_element=[None],
-            screenshot=getattr(browser_state, 'screenshot', None)
-        )
-
-    def _create_empty_state(self):
-        return BrowserStateHistory(
-            url="",
-            title="",
-            tabs=[],
-            interacted_element=[None],
-            screenshot=None
-        )
+            logger.warning('No images found in history to create GIF')
\ No newline at end of file
diff --git a/src/agent/custom_massage_manager.py b/src/agent/custom_massage_manager.py
index db6158b..3a6bb32 100644
--- a/src/agent/custom_massage_manager.py
+++ b/src/agent/custom_massage_manager.py
@@ -15,6 +15,7 @@ from langchain_core.messages import (
 	AIMessage,
 	BaseMessage,
 	HumanMessage,
+    ToolMessage
 )
 from langchain_openai import ChatOpenAI
 from ..utils.llm import DeepSeekR1ChatOpenAI
@@ -31,13 +32,13 @@ class CustomMassageManager(MessageManager):
             action_descriptions: str,
             system_prompt_class: Type[SystemPrompt],
             max_input_tokens: int = 128000,
-            estimated_tokens_per_character: int = 3,
+            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,
-            tool_call_in_content: bool = False,
-            use_function_calling: bool = True
+            message_context: Optional[str] = None,
+            use_deepseek_r1: bool = False
     ):
         super().__init__(
             llm=llm,
@@ -45,55 +46,30 @@ class CustomMassageManager(MessageManager):
             action_descriptions=action_descriptions,
             system_prompt_class=system_prompt_class,
             max_input_tokens=max_input_tokens,
-            estimated_tokens_per_character=estimated_tokens_per_character,
+            estimated_characters_per_token=estimated_characters_per_token,
             image_tokens=image_tokens,
             include_attributes=include_attributes,
             max_error_length=max_error_length,
             max_actions_per_step=max_actions_per_step,
-            tool_call_in_content=tool_call_in_content,
+            message_context=message_context
         )
-        self.use_function_calling = use_function_calling
+        self.tool_id = 1
+        self.use_deepseek_r1 = use_deepseek_r1
         # Custom: Move Task info to state_message
         self.history = MessageHistory()
         self._add_message_with_tokens(self.system_prompt)
         
-        if self.use_function_calling:
-            tool_calls = [
-                {
-                    'name': 'CustomAgentOutput',
-                    'args': {
-                        'current_state': {
-                            'prev_action_evaluation': 'Unknown - No previous actions to evaluate.',
-                            'important_contents': '',
-                            'completed_contents': '',
-                            'thought': 'Now Google is open. Need to type OpenAI to search.',
-                            'summary': 'Type OpenAI to search.',
-                        },
-                        'action': [],
-                    },
-                    'id': '',
-                    'type': 'tool_call',
-                }
-            ]
-            if self.tool_call_in_content:
-                # openai throws error if tool_calls are not responded -> move to content
-                example_tool_call = AIMessage(
-                    content=f'{tool_calls}',
-                    tool_calls=[],
-                )
-            else:
-                example_tool_call = AIMessage(
-                    content=f'',
-                    tool_calls=tool_calls,
-                )
-
-            self._add_message_with_tokens(example_tool_call)
+        if self.message_context:
+            context_message = HumanMessage(content=self.message_context)
+            self._add_message_with_tokens(context_message)
 
     def cut_messages(self):
         """Get current message list, potentially trimmed to max tokens"""
         diff = self.history.total_tokens - self.max_input_tokens
-        while diff > 0 and len(self.history.messages) > 1:
-            self.history.remove_message(1) # alway remove the oldest one
+        min_message_len = 2 if self.message_context is not None else 1
+        
+        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 add_state_message(
@@ -119,10 +95,10 @@ class CustomMassageManager(MessageManager):
                 tokens = self.llm.get_num_tokens(text)
             except Exception:
                 tokens = (
-					len(text) // self.ESTIMATED_TOKENS_PER_CHARACTER
+					len(text) // self.estimated_characters_per_token
 				)  # Rough estimate if no tokenizer available
         else:
             tokens = (
-				len(text) // self.ESTIMATED_TOKENS_PER_CHARACTER
+				len(text) // self.estimated_characters_per_token
 			)  # Rough estimate if no tokenizer available
         return tokens
diff --git a/src/agent/custom_prompts.py b/src/agent/custom_prompts.py
index d32cce4..c69461f 100644
--- a/src/agent/custom_prompts.py
+++ b/src/agent/custom_prompts.py
@@ -1,7 +1,7 @@
 import pdb
 from typing import List, Optional
 
-from browser_use.agent.prompts import SystemPrompt
+from browser_use.agent.prompts import SystemPrompt, AgentMessagePrompt
 from browser_use.agent.views import ActionResult
 from browser_use.browser.views import BrowserState
 from langchain_core.messages import HumanMessage, SystemMessage
@@ -19,7 +19,7 @@ class CustomSystemPrompt(SystemPrompt):
        {
          "current_state": {
            "prev_action_evaluation": "Success|Failed|Unknown - Analyze the current elements and the image to check if the previous goals/actions are successful like intended by the task. Ignore the action result. The website is the ground truth. Also mention if something unexpected happened like new suggestions in an input field. Shortly state why/why not. Note that the result you output must be consistent with the reasoning you output afterwards. If you consider it to be 'Failed,' you should reflect on this during your thought.",
-           "important_contents": "Output important contents closely related to user\'s instruction or task on the current page. If there is, please output the contents. If not, please output empty string ''.",
+           "important_contents": "Output important contents closely related to user\'s instruction on the current page. If there is, please output the contents. If not, please output empty string ''.",
            "task_progress": "Task Progress is a general summary of the current contents that have been completed. Just summarize the contents that have been actually completed based on the content at current step and the history operations. Please list each completed item individually, such as: 1. Input username. 2. Input Password. 3. Click confirm button. Please return string type not a list.",
            "future_plans": "Based on the user's request and the current state, outline the remaining steps needed to complete the task. This should be a concise list of actions yet to be performed, such as: 1. Select a date. 2. Choose a specific time slot. 3. Confirm booking. Please return string type not a list.",
            "thought": "Think about the requirements that have been completed in previous operations and the requirements that need to be completed in the next one operation. If your output of prev_action_evaluation is 'Failed', please reflect and output your reflection here.",
@@ -142,7 +142,7 @@ class CustomSystemPrompt(SystemPrompt):
         return SystemMessage(content=AGENT_PROMPT)
 
 
-class CustomAgentMessagePrompt:
+class CustomAgentMessagePrompt(AgentMessagePrompt):
     def __init__(
             self,
             state: BrowserState,
@@ -151,11 +151,12 @@ class CustomAgentMessagePrompt:
             max_error_length: int = 400,
             step_info: Optional[CustomAgentStepInfo] = None,
     ):
-        self.state = state
-        self.result = result
-        self.max_error_length = max_error_length
-        self.include_attributes = include_attributes
-        self.step_info = step_info
+        super(CustomAgentMessagePrompt, self).__init__(state=state, 
+                                                       result=result, 
+                                                       include_attributes=include_attributes, 
+                                                       max_error_length=max_error_length, 
+                                                       step_info=step_info
+                                                       )
 
     def get_user_message(self) -> HumanMessage:
         if self.step_info:
@@ -164,8 +165,26 @@ class CustomAgentMessagePrompt:
             step_info_description = ''
 
         elements_text = self.state.element_tree.clickable_elements_to_string(include_attributes=self.include_attributes)
-        if not elements_text:
+
+        has_content_above = (self.state.pixels_above or 0) > 0
+        has_content_below = (self.state.pixels_below or 0) > 0
+
+        if elements_text != '':
+            if has_content_above:
+                elements_text = (
+                    f'... {self.state.pixels_above} pixels above - scroll or extract content to see more ...\n{elements_text}'
+                )
+            else:
+                elements_text = f'[Start of page]\n{elements_text}'
+            if has_content_below:
+                elements_text = (
+                    f'{elements_text}\n... {self.state.pixels_below} pixels below - scroll or extract content to see more ...'
+                )
+            else:
+                elements_text = f'{elements_text}\n[End of page]'
+        else:
             elements_text = 'empty page'
+   
         state_description = f"""
 {step_info_description}
 1. Task: {self.step_info.task}
@@ -182,14 +201,15 @@ class CustomAgentMessagePrompt:
 
         if self.result:
             for i, result in enumerate(self.result):
-                if result.extracted_content:
-                    state_description += f"\nResult of action {i + 1}/{len(self.result)}: {result.extracted_content}"
-                if result.error:
-                    # only use last 300 characters of error
-                    error = result.error[-self.max_error_length:]
-                    state_description += (
-                        f"\nError of action {i + 1}/{len(self.result)}: ...{error}"
-                    )
+                if result.include_in_memory:
+                    if result.extracted_content:
+                        state_description += f"\nResult of action {i + 1}/{len(self.result)}: {result.extracted_content}"
+                    if result.error:
+                        # only use last 300 characters of error
+                        error = result.error[-self.max_error_length:]
+                        state_description += (
+                            f"\nError of action {i + 1}/{len(self.result)}: ...{error}"
+                        )
 
         if self.state.screenshot:
             # Format message for vision model
diff --git a/src/agent/custom_views.py b/src/agent/custom_views.py
index 44272fb..d0dfb06 100644
--- a/src/agent/custom_views.py
+++ b/src/agent/custom_views.py
@@ -45,7 +45,7 @@ class CustomAgentOutput(AgentOutput):
     ) -> Type["CustomAgentOutput"]:
         """Extend actions with custom actions"""
         return create_model(
-            "AgentOutput",
+            "CustomAgentOutput",
             __base__=CustomAgentOutput,
             action=(
                 list[custom_actions],
diff --git a/src/browser/config.py b/src/browser/config.py
new file mode 100644
index 0000000..32329c4
--- /dev/null
+++ b/src/browser/config.py
@@ -0,0 +1,30 @@
+# -*- coding: utf-8 -*-
+# @Time    : 2025/1/6
+# @Author  : wenshao
+# @ProjectName: browser-use-webui
+# @FileName: config.py
+
+import os
+from dataclasses import dataclass
+from typing import Optional
+
+
+@dataclass
+class BrowserPersistenceConfig:
+    """Configuration for browser persistence"""
+
+    persistent_session: bool = False
+    user_data_dir: Optional[str] = None
+    debugging_port: Optional[int] = None
+    debugging_host: Optional[str] = None
+
+    @classmethod
+    def from_env(cls) -> "BrowserPersistenceConfig":
+        """Create config from environment variables"""
+        return cls(
+            persistent_session=os.getenv("CHROME_PERSISTENT_SESSION", "").lower()
+            == "true",
+            user_data_dir=os.getenv("CHROME_USER_DATA"),
+            debugging_port=int(os.getenv("CHROME_DEBUGGING_PORT", "9222")),
+            debugging_host=os.getenv("CHROME_DEBUGGING_HOST", "localhost"),
+        )
\ No newline at end of file
diff --git a/src/browser/custom_browser.py b/src/browser/custom_browser.py
index c624e25..661470e 100644
--- a/src/browser/custom_browser.py
+++ b/src/browser/custom_browser.py
@@ -3,11 +3,11 @@ import pdb
 
 from playwright.async_api import Browser as PlaywrightBrowser
 from playwright.async_api import (
-	BrowserContext as PlaywrightBrowserContext,
+    BrowserContext as PlaywrightBrowserContext,
 )
 from playwright.async_api import (
-	Playwright,
-	async_playwright,
+    Playwright,
+    async_playwright,
 )
 from browser_use.browser.browser import Browser
 from browser_use.browser.context import BrowserContext, BrowserContextConfig
@@ -25,96 +25,57 @@ class CustomBrowser(Browser):
         config: BrowserContextConfig = BrowserContextConfig()
     ) -> CustomBrowserContext:
         return CustomBrowserContext(config=config, browser=self)
-
-    async def _setup_browser(self, playwright: Playwright) -> PlaywrightBrowser:
+    
+    async def _setup_browser_with_instance(self, playwright: Playwright) -> PlaywrightBrowser:
         """Sets up and returns a Playwright Browser instance with anti-detection measures."""
-        if self.config.wss_url:
-            browser = await playwright.chromium.connect(self.config.wss_url)
-            return browser
-        elif self.config.chrome_instance_path:
-            import subprocess
+        if not self.config.chrome_instance_path:
+            raise ValueError('Chrome instance path is required')
+        import subprocess
 
-            import requests
+        import requests
 
-            try:
-                # Check if browser is already running
-                response = requests.get('http://localhost:9222/json/version', timeout=2)
-                if response.status_code == 200:
-                    logger.info('Reusing existing Chrome instance')
-                    browser = await playwright.chromium.connect_over_cdp(
-                        endpoint_url='http://localhost:9222',
-                        timeout=20000,  # 20 second timeout for connection
-                    )
-                    return browser
-            except requests.ConnectionError:
-                logger.debug('No existing Chrome instance found, starting a new one')
-
-            # Start a new Chrome instance
-            subprocess.Popen(
-                [
-                    self.config.chrome_instance_path,
-                    '--remote-debugging-port=9222',
-                ],
-                stdout=subprocess.DEVNULL,
-                stderr=subprocess.DEVNULL,
-            )
-
-            # Attempt to connect again after starting a new instance
-            for _ in range(10):
-                try:
-                    response = requests.get('http://localhost:9222/json/version', timeout=2)
-                    if response.status_code == 200:
-                        break
-                except requests.ConnectionError:
-                    pass
-                await asyncio.sleep(1)
-
-            try:
+        try:
+            # Check if browser is already running
+            response = requests.get('http://localhost:9222/json/version', timeout=2)
+            if response.status_code == 200:
+                logger.info('Reusing existing Chrome instance')
                 browser = await playwright.chromium.connect_over_cdp(
                     endpoint_url='http://localhost:9222',
                     timeout=20000,  # 20 second timeout for connection
                 )
                 return browser
-            except Exception as e:
-                logger.error(f'Failed to start a new Chrome instance.: {str(e)}')
-                raise RuntimeError(
-                    ' To start chrome in Debug mode, you need to close all existing Chrome instances and try again otherwise we can not connect to the instance.'
-                )
+        except requests.ConnectionError:
+            logger.debug('No existing Chrome instance found, starting a new one')
 
-        else:
+        # Start a new Chrome instance
+        subprocess.Popen(
+            [
+                self.config.chrome_instance_path,
+                '--remote-debugging-port=9222',
+            ] + self.config.extra_chromium_args,
+            stdout=subprocess.DEVNULL,
+            stderr=subprocess.DEVNULL,
+        )
+  
+        # try to connect first in case the browser have not started
+        for _ in range(10):
             try:
-                disable_security_args = []
-                if self.config.disable_security:
-                    disable_security_args = [
-                        '--disable-web-security',
-                        '--disable-site-isolation-trials',
-                        '--disable-features=IsolateOrigins,site-per-process',
-                    ]
+                response = requests.get('http://localhost:9222/json/version', timeout=2)
+                if response.status_code == 200:
+                    break
+            except requests.ConnectionError:
+                pass
+            await asyncio.sleep(1)
 
-                browser = await playwright.chromium.launch(
-                    headless=self.config.headless,
-                    args=[
-                             '--no-sandbox',
-                             '--disable-blink-features=AutomationControlled',
-                             '--disable-infobars',
-                             '--disable-background-timer-throttling',
-                             '--disable-popup-blocking',
-                             '--disable-backgrounding-occluded-windows',
-                             '--disable-renderer-backgrounding',
-                             '--disable-window-activation',
-                             '--disable-focus-on-load',
-                             '--no-first-run',
-                             '--no-default-browser-check',
-                             '--no-startup-window',
-                             '--window-position=0,0',
-                             # '--window-size=1280,1000',
-                         ]
-                         + disable_security_args
-                         + self.config.extra_chromium_args,
-                    proxy=self.config.proxy,
-                )
-
-                return browser
-            except Exception as e:
-                logger.error(f'Failed to initialize Playwright browser: {str(e)}')
-                raise
+        # Attempt to connect again after starting a new instance
+        try:
+            browser = await playwright.chromium.connect_over_cdp(
+                endpoint_url='http://localhost:9222',
+                timeout=20000,  # 20 second timeout for connection
+            )
+            return browser
+        except Exception as e:
+            logger.error(f'Failed to start a new Chrome instance.: {str(e)}')
+            raise RuntimeError(
+                ' To start chrome in Debug mode, you need to close all existing Chrome instances and try again otherwise we can not connect to the instance.'
+            )
\ No newline at end of file
diff --git a/src/browser/custom_context.py b/src/browser/custom_context.py
index aeafa68..c293174 100644
--- a/src/browser/custom_context.py
+++ b/src/browser/custom_context.py
@@ -16,73 +16,4 @@ class CustomBrowserContext(BrowserContext):
         browser: "Browser",
         config: BrowserContextConfig = BrowserContextConfig()
     ):
-        super(CustomBrowserContext, self).__init__(browser=browser, config=config)
-
-    async def _create_context(self, browser: PlaywrightBrowser) -> PlaywrightBrowserContext:
-        """Creates a new browser context with anti-detection measures and loads cookies if available."""
-        # If we have a context, return it directly
-
-        # Check if we should use existing context for persistence
-        if self.browser.config.chrome_instance_path and len(browser.contexts) > 0:
-            # Connect to existing Chrome instance instead of creating new one
-            context = browser.contexts[0]
-        else:
-            # Original code for creating new context
-            context = await browser.new_context(
-                viewport=self.config.browser_window_size,
-                no_viewport=False,
-                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=self.config.disable_security,
-                ignore_https_errors=self.config.disable_security,
-                record_video_dir=self.config.save_recording_path,
-                record_video_size=self.config.browser_window_size,
-            )
-
-        if self.config.trace_path:
-            await context.tracing.start(screenshots=True, snapshots=True, sources=True)
-
-        # Load cookies if they exist
-        if self.config.cookies_file and os.path.exists(self.config.cookies_file):
-            with open(self.config.cookies_file, "r") as f:
-                cookies = json.load(f)
-                logger.info(
-                    f"Loaded {len(cookies)} cookies from {self.config.cookies_file}"
-                )
-                await context.add_cookies(cookies)
-
-        # Expose anti-detection scripts
-        await context.add_init_script(
-            """
-            // Webdriver property
-            Object.defineProperty(navigator, 'webdriver', {
-                get: () => undefined
-            });
-
-            // Languages
-            Object.defineProperty(navigator, 'languages', {
-                get: () => ['en-US', 'en']
-            });
-
-            // Plugins
-            Object.defineProperty(navigator, 'plugins', {
-                get: () => [1, 2, 3, 4, 5]
-            });
-
-            // Chrome runtime
-            window.chrome = { runtime: {} };
-
-            // Permissions
-            const originalQuery = window.navigator.permissions.query;
-            window.navigator.permissions.query = (parameters) => (
-                parameters.name === 'notifications' ?
-                    Promise.resolve({ state: Notification.permission }) :
-                    originalQuery(parameters)
-            );
-            """
-        )
-
-        return context
+        super(CustomBrowserContext, self).__init__(browser=browser, config=config)
\ No newline at end of file
diff --git a/src/controller/custom_controller.py b/src/controller/custom_controller.py
index 957de89..a89bef0 100644
--- a/src/controller/custom_controller.py
+++ b/src/controller/custom_controller.py
@@ -1,12 +1,16 @@
 import pyperclip
+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
 
 
 class CustomController(Controller):
-    def __init__(self):
-        super().__init__()
+    def __init__(self, exclude_actions: list[str] = [],
+                output_model: Optional[Type[BaseModel]] = None
+                ):
+        super().__init__(exclude_actions=exclude_actions, output_model=output_model)
         self._register_custom_actions()
 
     def _register_custom_actions(self):
diff --git a/src/utils/default_config_settings.py b/src/utils/default_config_settings.py
index 1b19ff1..92515e5 100644
--- a/src/utils/default_config_settings.py
+++ b/src/utils/default_config_settings.py
@@ -11,7 +11,7 @@ def default_config():
         "max_steps": 100,
         "max_actions_per_step": 10,
         "use_vision": True,
-        "tool_call_in_content": True,
+        "tool_calling_method": "auto",
         "llm_provider": "openai",
         "llm_model_name": "gpt-4o",
         "llm_temperature": 1.0,
@@ -56,7 +56,7 @@ def save_current_config(*args):
         "max_steps": args[1],
         "max_actions_per_step": args[2],
         "use_vision": args[3],
-        "tool_call_in_content": args[4],
+        "tool_calling_method": args[4],
         "llm_provider": args[5],
         "llm_model_name": args[6],
         "llm_temperature": args[7],
@@ -86,7 +86,7 @@ def update_ui_from_config(config_file):
                 gr.update(value=loaded_config.get("max_steps", 100)),
                 gr.update(value=loaded_config.get("max_actions_per_step", 10)),
                 gr.update(value=loaded_config.get("use_vision", True)),
-                gr.update(value=loaded_config.get("tool_call_in_content", True)),
+                gr.update(value=loaded_config.get("tool_calling_method", True)),
                 gr.update(value=loaded_config.get("llm_provider", "openai")),
                 gr.update(value=loaded_config.get("llm_model_name", "gpt-4o")),
                 gr.update(value=loaded_config.get("llm_temperature", 1.0)),
diff --git a/tests/test_browser_use.py b/tests/test_browser_use.py
index 7df27d6..925b81d 100644
--- a/tests/test_browser_use.py
+++ b/tests/test_browser_use.py
@@ -40,7 +40,15 @@ async def test_browser_use_org():
 
     window_w, window_h = 1920, 1080
     use_vision = False
-    chrome_path = os.getenv("CHROME_PATH", None)
+    use_own_browser = False
+    if use_own_browser:
+        chrome_path = os.getenv("CHROME_PATH", None)
+        if chrome_path == "":
+            chrome_path = None
+    else:
+        chrome_path = None
+        
+    tool_calling_method = "json_schema"  # setting to json_schema when using ollma
 
     browser = Browser(
         config=BrowserConfig(
@@ -64,7 +72,8 @@ async def test_browser_use_org():
             task="go to google.com and type 'OpenAI' click search and give me the first url",
             llm=llm,
             browser_context=browser_context,
-            use_vision=use_vision
+            use_vision=use_vision,
+            tool_calling_method=tool_calling_method
         )
         history: AgentHistoryList = await agent.run(max_steps=10)
 
@@ -242,9 +251,15 @@ async def test_browser_use_custom_v2():
     #     api_key=os.getenv("GOOGLE_API_KEY", "")
     # )
 
+    # llm = utils.get_llm_model(
+    #     provider="deepseek",
+    #     model_name="deepseek-reasoner",
+    #     temperature=0.8
+    # )
+    
     llm = utils.get_llm_model(
         provider="deepseek",
-        model_name="deepseek-reasoner",
+        model_name="deepseek-chat",
         temperature=0.8
     )
 
@@ -256,7 +271,7 @@ async def test_browser_use_custom_v2():
     use_own_browser = False
     disable_security = True
     use_vision = False  # 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 = None
@@ -288,7 +303,7 @@ async def test_browser_use_custom_v2():
             )
         )
         agent = CustomAgent(
-            task="go to google.com and type 'OpenAI' click search and give me the first url",
+            task="give me stock price of Nvidia and tesla",
             add_infos="",  # some hints for llm to complete the task
             llm=llm,
             browser=browser,
@@ -296,7 +311,6 @@ async def test_browser_use_custom_v2():
             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)
diff --git a/tests/test_llm_api.py b/tests/test_llm_api.py
index 9738834..2bf4751 100644
--- a/tests/test_llm_api.py
+++ b/tests/test_llm_api.py
@@ -148,6 +148,6 @@ 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()
diff --git a/webui.py b/webui.py
index f846908..5a1130d 100644
--- a/webui.py
+++ b/webui.py
@@ -21,6 +21,7 @@ from browser_use.browser.context import (
     BrowserContextConfig,
     BrowserContextWindowSize,
 )
+from langchain_ollama import ChatOllama
 from playwright.async_api import async_playwright
 from src.utils.agent_state import AgentState
 
@@ -91,7 +92,7 @@ async def run_browser_agent(
         max_steps,
         use_vision,
         max_actions_per_step,
-        tool_call_in_content
+        tool_calling_method
 ):
     global _global_agent_state
     _global_agent_state.clear_stop()  # Clear any previous stop requests
@@ -137,7 +138,7 @@ async def run_browser_agent(
                 max_steps=max_steps,
                 use_vision=use_vision,
                 max_actions_per_step=max_actions_per_step,
-                tool_call_in_content=tool_call_in_content
+                tool_calling_method=tool_calling_method
             )
         elif agent_type == "custom":
             final_result, errors, model_actions, model_thoughts, trace_file, history_file = await run_custom_agent(
@@ -156,7 +157,7 @@ async def run_browser_agent(
                 max_steps=max_steps,
                 use_vision=use_vision,
                 max_actions_per_step=max_actions_per_step,
-                tool_call_in_content=tool_call_in_content
+                tool_calling_method=tool_calling_method
             )
         else:
             raise ValueError(f"Invalid agent type: {agent_type}")
@@ -215,7 +216,7 @@ async def run_org_agent(
         max_steps,
         use_vision,
         max_actions_per_step,
-        tool_call_in_content
+        tool_calling_method
 ):
     try:
         global _global_browser, _global_browser_context, _global_agent_state
@@ -251,7 +252,7 @@ async def run_org_agent(
                     ),
                 )
             )
-
+            
         agent = Agent(
             task=task,
             llm=llm,
@@ -259,7 +260,7 @@ async def run_org_agent(
             browser=_global_browser,
             browser_context=_global_browser_context,
             max_actions_per_step=max_actions_per_step,
-            tool_call_in_content=tool_call_in_content
+            tool_calling_method=tool_calling_method
         )
         history = await agent.run(max_steps=max_steps)
 
@@ -306,7 +307,7 @@ async def run_custom_agent(
         max_steps,
         use_vision,
         max_actions_per_step,
-        tool_call_in_content
+        tool_calling_method
 ):
     try:
         global _global_browser, _global_browser_context, _global_agent_state
@@ -345,7 +346,7 @@ async def run_custom_agent(
                     ),
                 )
             )
-
+            
         # Create and run agent
         agent = CustomAgent(
             task=task,
@@ -357,8 +358,8 @@ async def run_custom_agent(
             controller=controller,
             system_prompt_class=CustomSystemPrompt,
             max_actions_per_step=max_actions_per_step,
-            tool_call_in_content=tool_call_in_content,
-            agent_state=_global_agent_state
+            agent_state=_global_agent_state,
+            tool_calling_method=tool_calling_method
         )
         history = await agent.run(max_steps=max_steps)
 
@@ -411,7 +412,7 @@ async def run_with_stream(
     max_steps,
     use_vision,
     max_actions_per_step,
-    tool_call_in_content
+    tool_calling_method
 ):
     global _global_agent_state
     stream_vw = 80
@@ -439,7 +440,7 @@ async def run_with_stream(
             max_steps=max_steps,
             use_vision=use_vision,
             max_actions_per_step=max_actions_per_step,
-            tool_call_in_content=tool_call_in_content
+            tool_calling_method=tool_calling_method
         )
         # Add HTML content at the start of the result array
         html_content = f"<h1 style='width:{stream_vw}vw; height:{stream_vh}vh'>Using browser...</h1>"
@@ -471,7 +472,7 @@ async def run_with_stream(
                     max_steps=max_steps,
                     use_vision=use_vision,
                     max_actions_per_step=max_actions_per_step,
-                    tool_call_in_content=tool_call_in_content
+                    tool_calling_method=tool_calling_method
                 )
             )
 
@@ -628,32 +629,37 @@ def create_ui(config, theme_name="Ocean"):
                         value=config['agent_type'],
                         info="Select the type of agent to use",
                     )
-                    max_steps = gr.Slider(
-                        minimum=1,
-                        maximum=200,
-                        value=config['max_steps'],
-                        step=1,
-                        label="Max Run Steps",
-                        info="Maximum number of steps the agent will take",
-                    )
-                    max_actions_per_step = gr.Slider(
-                        minimum=1,
-                        maximum=20,
-                        value=config['max_actions_per_step'],
-                        step=1,
-                        label="Max Actions per Step",
-                        info="Maximum number of actions the agent will take per step",
-                    )
-                    use_vision = gr.Checkbox(
-                        label="Use Vision",
-                        value=config['use_vision'],
-                        info="Enable visual processing capabilities",
-                    )
-                    tool_call_in_content = gr.Checkbox(
-                        label="Use Tool Calls in Content",
-                        value=config['tool_call_in_content'],
-                        info="Enable Tool Calls in content",
-                    )
+                    with gr.Column():
+                        max_steps = gr.Slider(
+                            minimum=1,
+                            maximum=200,
+                            value=config['max_steps'],
+                            step=1,
+                            label="Max Run Steps",
+                            info="Maximum number of steps the agent will take",
+                        )
+                        max_actions_per_step = gr.Slider(
+                            minimum=1,
+                            maximum=20,
+                            value=config['max_actions_per_step'],
+                            step=1,
+                            label="Max Actions per Step",
+                            info="Maximum number of actions the agent will take per step",
+                        )
+                    with gr.Column():
+                        use_vision = gr.Checkbox(
+                            label="Use Vision",
+                            value=config['use_vision'],
+                            info="Enable visual processing capabilities",
+                        )
+                        tool_calling_method = gr.Dropdown(
+                            label="Tool Calling Method",
+                            value=config['tool_calling_method'],
+                            interactive=True,
+                            allow_custom_value=True,  # Allow users to input custom model names
+                            choices=["auto", "json_schema", "function_calling"],
+                            info="Tool Calls Funtion Name"
+                        )
 
             with gr.TabItem("🔧 LLM Configuration", id=2):
                 with gr.Group():
@@ -803,7 +809,7 @@ def create_ui(config, theme_name="Ocean"):
                     fn=update_ui_from_config,
                     inputs=[config_file_input],
                     outputs=[
-                        agent_type, max_steps, max_actions_per_step, use_vision, tool_call_in_content,
+                        agent_type, max_steps, max_actions_per_step, use_vision, tool_calling_method,
                         llm_provider, llm_model_name, llm_temperature, llm_base_url, llm_api_key,
                         use_own_browser, keep_browser_open, headless, disable_security, enable_recording,
                         window_w, window_h, save_recording_path, save_trace_path, save_agent_history_path,
@@ -814,7 +820,7 @@ def create_ui(config, theme_name="Ocean"):
                 save_config_button.click(
                     fn=save_current_config,
                     inputs=[
-                        agent_type, max_steps, max_actions_per_step, use_vision, tool_call_in_content,
+                        agent_type, max_steps, max_actions_per_step, use_vision, tool_calling_method,
                         llm_provider, llm_model_name, llm_temperature, llm_base_url, llm_api_key,
                         use_own_browser, keep_browser_open, headless, disable_security,
                         enable_recording, window_w, window_h, save_recording_path, save_trace_path,
@@ -866,7 +872,7 @@ def create_ui(config, theme_name="Ocean"):
                             agent_type, llm_provider, llm_model_name, llm_temperature, llm_base_url, llm_api_key,
                             use_own_browser, keep_browser_open, headless, disable_security, window_w, window_h,
                             save_recording_path, save_agent_history_path, save_trace_path,  # Include the new path
-                            enable_recording, task, add_infos, max_steps, use_vision, max_actions_per_step, tool_call_in_content
+                            enable_recording, task, add_infos, max_steps, use_vision, max_actions_per_step, tool_calling_method
                         ],
                     outputs=[
                         browser_view,           # Browser view

From 664dce757e477f06a46dd461f6bf317abe65e8d1 Mon Sep 17 00:00:00 2001
From: vincent <vincent19901026@gmail.com>
Date: Mon, 27 Jan 2025 16:36:13 +0800
Subject: [PATCH 13/29] add deepseek-r1 ollama

---
 .env.example                |  2 ++
 src/agent/custom_agent.py   |  9 +++++++--
 src/agent/custom_prompts.py | 15 +++++----------
 src/utils/llm.py            | 35 +++++++++++++++++++++++++++++++++++
 src/utils/utils.py          | 29 +++++++++++++++++++++--------
 tests/test_browser_use.py   | 18 +++++++++++-------
 tests/test_llm_api.py       | 13 +++++++++++--
 webui.py                    |  3 ++-
 8 files changed, 94 insertions(+), 30 deletions(-)

diff --git a/.env.example b/.env.example
index 7b53b7a..fe2c67c 100644
--- a/.env.example
+++ b/.env.example
@@ -11,6 +11,8 @@ AZURE_OPENAI_API_KEY=
 DEEPSEEK_ENDPOINT=https://api.deepseek.com
 DEEPSEEK_API_KEY=
 
+OLLAMA_ENDPOINT=http://localhost:11434
+
 # Set to false to disable anonymized telemetry
 ANONYMIZED_TELEMETRY=true
 
diff --git a/src/agent/custom_agent.py b/src/agent/custom_agent.py
index fc69a13..77ba6c3 100644
--- a/src/agent/custom_agent.py
+++ b/src/agent/custom_agent.py
@@ -98,7 +98,7 @@ class CustomAgent(Agent):
             register_done_callback=register_done_callback,
             tool_calling_method=tool_calling_method
         )
-        if self.model_name == "deepseek-reasoner":
+        if self.model_name in ["deepseek-reasoner"] or self.model_name.startswith("deepseek-r1"):
             # deepseek-reasoner does not support function calling
             self.use_deepseek_r1 = True
             # deepseek-reasoner only support 64000 context
@@ -191,6 +191,7 @@ class CustomAgent(Agent):
                 parsed_json = json.loads(ai_message.content.replace("```json", "").replace("```", ""))
             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)
@@ -201,6 +202,7 @@ class CustomAgent(Agent):
                 parsed_json = json.loads(ai_message.content.replace("```json", "").replace("```", ""))
             parsed: AgentOutput = self.AgentOutput(**parsed_json)
             if parsed is None:
+                logger.debug(ai_message.content)
                 raise ValueError(f'Could not parse response.')
 
         # cut the number of actions to max_actions_per_step
@@ -229,6 +231,9 @@ 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":
+                    self.message_manager._remove_last_state_message()
             except Exception as e:
                 # model call failed, remove last state message from history
                 self.message_manager._remove_last_state_message()
@@ -253,7 +258,7 @@ class CustomAgent(Agent):
             self.consecutive_failures = 0
 
         except Exception as e:
-            result = self._handle_step_error(e)
+            result = await self._handle_step_error(e)
             self._last_result = result
 
         finally:
diff --git a/src/agent/custom_prompts.py b/src/agent/custom_prompts.py
index c69461f..f42859e 100644
--- a/src/agent/custom_prompts.py
+++ b/src/agent/custom_prompts.py
@@ -26,12 +26,7 @@ class CustomSystemPrompt(SystemPrompt):
            "summary": "Please generate a brief natural language description for the operation in next actions based on your Thought."
          },
          "action": [
-           {
-             "action_name": {
-               // action-specific parameters
-             }
-           },
-           // ... more actions in sequence
+           * actions in sequences, please refer to **Common action sequences**. Each output action MUST be formated as: \{action_name\: action_params\}* 
          ]
        }
 
@@ -44,7 +39,6 @@ class CustomSystemPrompt(SystemPrompt):
            {"click_element": {"index": 3}}
          ]
        - Navigation and extraction: [
-           {"open_new_tab": {}},
            {"go_to_url": {"url": "https://example.com"}},
            {"extract_page_content": {}}
          ]
@@ -127,7 +121,7 @@ class CustomSystemPrompt(SystemPrompt):
         AGENT_PROMPT = f"""You are a precise browser automation agent that interacts with websites through structured commands. Your role is to:
     1. Analyze the provided webpage elements and structure
     2. Plan a sequence of actions to accomplish the given task
-    3. Respond with valid JSON containing your action sequence and state assessment
+    3. Your final result MUST be a valid JSON as the **RESPONSE FORMAT** described, containing your action sequence and state assessment, No need extra content to expalin. 
 
     Current date and time: {time_str}
 
@@ -200,15 +194,16 @@ class CustomAgentMessagePrompt(AgentMessagePrompt):
         """
 
         if self.result:
+            
             for i, result in enumerate(self.result):
                 if result.include_in_memory:
                     if result.extracted_content:
-                        state_description += f"\nResult of action {i + 1}/{len(self.result)}: {result.extracted_content}"
+                        state_description += f"\nResult of previous action {i + 1}/{len(self.result)}: {result.extracted_content}"
                     if result.error:
                         # only use last 300 characters of error
                         error = result.error[-self.max_error_length:]
                         state_description += (
-                            f"\nError of action {i + 1}/{len(self.result)}: ...{error}"
+                            f"\nError of previous action {i + 1}/{len(self.result)}: ...{error}"
                         )
 
         if self.state.screenshot:
diff --git a/src/utils/llm.py b/src/utils/llm.py
index c38df72..c17c0e9 100644
--- a/src/utils/llm.py
+++ b/src/utils/llm.py
@@ -25,6 +25,7 @@ from langchain_core.outputs import (
     LLMResult,
     RunInfo,
 )
+from langchain_ollama import ChatOllama
 from langchain_core.output_parsers.base import OutputParserLike
 from langchain_core.runnables import Runnable, RunnableConfig
 from langchain_core.tools import BaseTool
@@ -98,4 +99,38 @@ class DeepSeekR1ChatOpenAI(ChatOpenAI):
 
         reasoning_content = response.choices[0].message.reasoning_content
         content = response.choices[0].message.content
+        return AIMessage(content=content, reasoning_content=reasoning_content)
+    
+class DeepSeekR1ChatOllama(ChatOllama):
+        
+    async def ainvoke(
+        self,
+        input: LanguageModelInput,
+        config: Optional[RunnableConfig] = None,
+        *,
+        stop: Optional[list[str]] = None,
+        **kwargs: Any,
+    ) -> AIMessage:
+        org_ai_message = await super().ainvoke(input=input)
+        org_content = org_ai_message.content
+        reasoning_content = org_content.split("</think>")[0].replace("<think>", "")
+        content = org_content.split("</think>")[1]
+        if "**JSON Response:**" in content:
+            content = content.split("**JSON Response:**")[-1]
+        return AIMessage(content=content, reasoning_content=reasoning_content)
+    
+    def invoke(
+        self,
+        input: LanguageModelInput,
+        config: Optional[RunnableConfig] = None,
+        *,
+        stop: Optional[list[str]] = None,
+        **kwargs: Any,
+    ) -> AIMessage:
+        org_ai_message = super().invoke(input=input)
+        org_content = org_ai_message.content
+        reasoning_content = org_content.split("</think>")[0].replace("<think>", "")
+        content = org_content.split("</think>")[1]
+        if "**JSON Response:**" in content:
+            content = content.split("**JSON Response:**")[-1]
         return AIMessage(content=content, reasoning_content=reasoning_content)
\ No newline at end of file
diff --git a/src/utils/utils.py b/src/utils/utils.py
index 18ce403..0cc537b 100644
--- a/src/utils/utils.py
+++ b/src/utils/utils.py
@@ -10,7 +10,7 @@ from langchain_ollama import ChatOllama
 from langchain_openai import AzureChatOpenAI, ChatOpenAI
 import gradio as gr
 
-from .llm import DeepSeekR1ChatOpenAI
+from .llm import DeepSeekR1ChatOpenAI, DeepSeekR1ChatOllama
 
 def get_llm_model(provider: str, **kwargs):
     """
@@ -89,12 +89,25 @@ def get_llm_model(provider: str, **kwargs):
             google_api_key=api_key,
         )
     elif provider == "ollama":
-        return ChatOllama(
-            model=kwargs.get("model_name", "qwen2.5:7b"),
-            temperature=kwargs.get("temperature", 0.0),
-            num_ctx=kwargs.get("num_ctx", 32000),
-            base_url=kwargs.get("base_url", "http://localhost:11434"),
-        )
+        if not kwargs.get("base_url", ""):
+            base_url = os.getenv("OLLAMA_ENDPOINT", "http://localhost:11434")
+        else:
+            base_url = kwargs.get("base_url")
+            
+        if kwargs.get("model_name", "qwen2.5:7b").startswith("deepseek-r1"):
+            return DeepSeekR1ChatOllama(
+                model=kwargs.get("model_name", "deepseek-r1:7b"),
+                temperature=kwargs.get("temperature", 0.0),
+                num_ctx=kwargs.get("num_ctx", 32000),
+                base_url=kwargs.get("base_url", base_url),
+            )
+        else:
+            return ChatOllama(
+                model=kwargs.get("model_name", "qwen2.5:7b"),
+                temperature=kwargs.get("temperature", 0.0),
+                num_ctx=kwargs.get("num_ctx", 32000),
+                base_url=kwargs.get("base_url", base_url),
+            )
     elif provider == "azure_openai":
         if not kwargs.get("base_url", ""):
             base_url = os.getenv("AZURE_OPENAI_ENDPOINT", "")
@@ -120,7 +133,7 @@ model_names = {
     "openai": ["gpt-4o", "gpt-4", "gpt-3.5-turbo"],
     "deepseek": ["deepseek-chat", "deepseek-reasoner"],
     "gemini": ["gemini-2.0-flash-exp", "gemini-2.0-flash-thinking-exp", "gemini-1.5-flash-latest", "gemini-1.5-flash-8b-latest", "gemini-2.0-flash-thinking-exp-1219" ],
-    "ollama": ["qwen2.5:7b", "llama2:7b"],
+    "ollama": ["qwen2.5:7b", "llama2:7b", "deepseek-r1:14b", "deepseek-r1:32b"],
     "azure_openai": ["gpt-4o", "gpt-4", "gpt-3.5-turbo"]
 }
 
diff --git a/tests/test_browser_use.py b/tests/test_browser_use.py
index 925b81d..1921995 100644
--- a/tests/test_browser_use.py
+++ b/tests/test_browser_use.py
@@ -257,22 +257,26 @@ async def test_browser_use_custom_v2():
     #     temperature=0.8
     # )
     
-    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
+    # )
 
     # llm = utils.get_llm_model(
     #     provider="ollama", model_name="qwen2.5:7b", temperature=0.5
     # )
+    
+    # llm = utils.get_llm_model(
+    #     provider="ollama", model_name="deepseek-r1:14b", temperature=0.5
+    # )
 
     controller = CustomController()
     use_own_browser = False
     disable_security = True
     use_vision = False  # Set to False when using DeepSeek
     
-    max_actions_per_step = 1
+    max_actions_per_step = 10
     playwright = None
     browser = None
     browser_context = None
@@ -303,7 +307,7 @@ async def test_browser_use_custom_v2():
             )
         )
         agent = CustomAgent(
-            task="give me stock price of Nvidia and tesla",
+            task="go to google.com and type 'Nvidia' click search and give me the first url",
             add_infos="",  # some hints for llm to complete the task
             llm=llm,
             browser=browser,
diff --git a/tests/test_llm_api.py b/tests/test_llm_api.py
index 2bf4751..8809b89 100644
--- a/tests/test_llm_api.py
+++ b/tests/test_llm_api.py
@@ -142,12 +142,21 @@ def test_ollama_model():
     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
+
+    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__':
     # 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 5a1130d..f2035f3 100644
--- a/webui.py
+++ b/webui.py
@@ -658,7 +658,8 @@ def create_ui(config, theme_name="Ocean"):
                             interactive=True,
                             allow_custom_value=True,  # Allow users to input custom model names
                             choices=["auto", "json_schema", "function_calling"],
-                            info="Tool Calls Funtion Name"
+                            info="Tool Calls Funtion Name",
+                            visible=False
                         )
 
             with gr.TabItem("🔧 LLM Configuration", id=2):

From b9080c3b18884aa4f3db1c2d817da3ae3a10cd81 Mon Sep 17 00:00:00 2001
From: vincent <vincent19901026@gmail.com>
Date: Mon, 27 Jan 2025 16:49:22 +0800
Subject: [PATCH 14/29] fix conflict

---
 src/browser/config.py | 30 ------------------------------
 1 file changed, 30 deletions(-)
 delete mode 100644 src/browser/config.py

diff --git a/src/browser/config.py b/src/browser/config.py
deleted file mode 100644
index 32329c4..0000000
--- a/src/browser/config.py
+++ /dev/null
@@ -1,30 +0,0 @@
-# -*- coding: utf-8 -*-
-# @Time    : 2025/1/6
-# @Author  : wenshao
-# @ProjectName: browser-use-webui
-# @FileName: config.py
-
-import os
-from dataclasses import dataclass
-from typing import Optional
-
-
-@dataclass
-class BrowserPersistenceConfig:
-    """Configuration for browser persistence"""
-
-    persistent_session: bool = False
-    user_data_dir: Optional[str] = None
-    debugging_port: Optional[int] = None
-    debugging_host: Optional[str] = None
-
-    @classmethod
-    def from_env(cls) -> "BrowserPersistenceConfig":
-        """Create config from environment variables"""
-        return cls(
-            persistent_session=os.getenv("CHROME_PERSISTENT_SESSION", "").lower()
-            == "true",
-            user_data_dir=os.getenv("CHROME_USER_DATA"),
-            debugging_port=int(os.getenv("CHROME_DEBUGGING_PORT", "9222")),
-            debugging_host=os.getenv("CHROME_DEBUGGING_HOST", "localhost"),
-        )
\ No newline at end of file

From dc72b5d86267988f259e5a8e27b791347b280928 Mon Sep 17 00:00:00 2001
From: vincent <vincent19901026@gmail.com>
Date: Mon, 27 Jan 2025 20:14:29 +0800
Subject: [PATCH 15/29] 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 <vincent19901026@gmail.com>
Date: Tue, 28 Jan 2025 12:19:42 +0800
Subject: [PATCH 16/29] 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 ~/Library/Application Support/Google/Chrome/Default/Cache/Cache_Data/index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Cache/Cache_Data/index-dir/the-real-index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/ClientCertificates/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/ClientCertificates/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/js/7018b8cf1c3b00c7_0
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/js/ba678a2fbd8c358c_0
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/js/index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/js/index-dir/the-real-index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/wasm/index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/wasm/index-dir/the-real-index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Cookies
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Cookies-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/data_0
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/data_1
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/data_2
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/data_3
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_0
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_1
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_2
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_3
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Rules/CURRENT
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Rules/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Rules/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Rules/MANIFEST-000001
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Scripts/CURRENT
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Scripts/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Scripts/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Scripts/MANIFEST-000001
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension State/CURRENT
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension State/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension State/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension State/MANIFEST-000001
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Favicons
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Favicons-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/data_0
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/data_1
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/data_2
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/data_3
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/History
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/History-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Local Storage/leveldb/CURRENT
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Local Storage/leveldb/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Local Storage/leveldb/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Local Storage/leveldb/MANIFEST-000001
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Login Data
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Login Data For Account
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Login Data For Account-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Login Data-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Network Persistent State
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/PersistentOriginTrials/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/PersistentOriginTrials/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Preferences
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/README
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Safe Browsing Cookies
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Safe Browsing Cookies-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Secure Preferences
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SegmentInfoDB/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SegmentInfoDB/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SignalDB/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SignalDB/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SignalStorageConfigDB/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SignalStorageConfigDB/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Session Storage/CURRENT
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Session Storage/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Session Storage/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Session Storage/MANIFEST-000001
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sessions/Session_13382511485644650
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sessions/Tabs_13382511488601338
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Shared Dictionary/cache/index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Shared Dictionary/cache/index-dir/the-real-index
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Shared Dictionary/db
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Shared Dictionary/db-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/SharedStorage
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/CURRENT
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/MANIFEST-000001
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/CURRENT
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/MANIFEST-000001
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Top Sites
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Top Sites-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/TransportSecurity
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Trust Tokens
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Trust Tokens-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Visited Links
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Web Data
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/Web Data-journal
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/commerce_subscription_db/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/commerce_subscription_db/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/discounts_db/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/discounts_db/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/parcel_tracking_db/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/parcel_tracking_db/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/CURRENT
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/MANIFEST-000001
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/metadata/CURRENT
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/metadata/LOCK
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/metadata/LOG
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/metadata/MANIFEST-000001
 create mode 100644 ~/Library/Application Support/Google/Chrome/Default/trusted_vault.pb
 create mode 100644 ~/Library/Application Support/Google/Chrome/First Run
 create mode 100644 ~/Library/Application Support/Google/Chrome/GrShaderCache/data_0
 create mode 100644 ~/Library/Application Support/Google/Chrome/GrShaderCache/data_1
 create mode 100644 ~/Library/Application Support/Google/Chrome/GrShaderCache/data_2
 create mode 100644 ~/Library/Application Support/Google/Chrome/GrShaderCache/data_3
 create mode 100644 ~/Library/Application Support/Google/Chrome/GrShaderCache/f_000001
 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(
             browser_context=_global_browser_context,
             controller=controller,
             system_prompt_class=CustomSystemPrompt,
+            agent_prompt_class=CustomAgentMessagePrompt,
             max_actions_per_step=max_actions_per_step,
             agent_state=_global_agent_state,
             tool_calling_method=tool_calling_method
diff --git a/~/Library/Application Support/Google/Chrome/BrowserMetrics/BrowserMetrics-67985A7A-6717.pma b/~/Library/Application Support/Google/Chrome/BrowserMetrics/BrowserMetrics-67985A7A-6717.pma
new file mode 100644
index 0000000000000000000000000000000000000000..731f626d9d8fe1307e259f0f7af5a1fbcbdaac59
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diff --git a/~/Library/Application Support/Google/Chrome/ChromeFeatureState b/~/Library/Application Support/Google/Chrome/ChromeFeatureState
new file mode 100644
index 0000000..636f7a9
--- /dev/null
+++ b/~/Library/Application Support/Google/Chrome/ChromeFeatureState	
@@ -0,0 +1,6 @@
+{
+   "disable-features": "",
+   "enable-features": "UkmSamplingRate\u003CUkmSamplingRate",
+   "force-fieldtrial-params": "UkmSamplingRate.Sampled_NoSeed_Stable:_default_sampling/1000000",
+   "force-fieldtrials": "UkmSamplingRate/Sampled_NoSeed_Stable"
+}
diff --git a/~/Library/Application Support/Google/Chrome/Consent To Send Stats b/~/Library/Application Support/Google/Chrome/Consent To Send Stats
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diff --git a/~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_2 b/~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_2
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GIT binary patch
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GIT binary patch
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diff --git a/~/Library/Application Support/Google/Chrome/Default/Extension Rules/CURRENT b/~/Library/Application Support/Google/Chrome/Default/Extension Rules/CURRENT
new file mode 100644
index 0000000..7ed683d
--- /dev/null
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GIT binary patch
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GIT binary patch
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HcmV?d00001

diff --git a/~/Library/Application Support/Google/Chrome/Default/Extension State/CURRENT b/~/Library/Application Support/Google/Chrome/Default/Extension State/CURRENT
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index 0000000..7ed683d
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GIT binary patch
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index 0000000..46b6548
--- /dev/null
+++ b/~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/LOG	
@@ -0,0 +1,2 @@
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diff --git a/~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/MANIFEST-000001 b/~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/MANIFEST-000001
new file mode 100644
index 0000000000000000000000000000000000000000..18e5cab72c1550d8dc398e3413eea91bee24db77
GIT binary patch
literal 41
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literal 0
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diff --git a/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/CURRENT b/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/CURRENT
new file mode 100644
index 0000000..7ed683d
--- /dev/null
+++ b/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/CURRENT	
@@ -0,0 +1 @@
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diff --git a/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/LOCK b/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/LOCK
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index 0000000..e69de29
diff --git a/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/LOG b/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/LOG
new file mode 100644
index 0000000..a736928
--- /dev/null
+++ b/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/LOG	
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diff --git a/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/MANIFEST-000001 b/~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/MANIFEST-000001
new file mode 100644
index 0000000000000000000000000000000000000000..18e5cab72c1550d8dc398e3413eea91bee24db77
GIT binary patch
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diff --git a/~/Library/Application Support/Google/Chrome/Default/Top Sites b/~/Library/Application Support/Google/Chrome/Default/Top Sites
new file mode 100644
index 0000000000000000000000000000000000000000..8589f4f98d44ba30d9fab75b1283cd434505610e
GIT binary patch
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diff --git a/~/Library/Application Support/Google/Chrome/Default/Top Sites-journal b/~/Library/Application Support/Google/Chrome/Default/Top Sites-journal
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diff --git a/~/Library/Application Support/Google/Chrome/Default/TransportSecurity b/~/Library/Application Support/Google/Chrome/Default/TransportSecurity
new file mode 100644
index 0000000..a1ce891
--- /dev/null
+++ b/~/Library/Application Support/Google/Chrome/Default/TransportSecurity	
@@ -0,0 +1 @@
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new file mode 100644
index 0000000000000000000000000000000000000000..ed71bb122868bad80397263004748b1e9a02a6d2
GIT binary patch
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diff --git a/~/Library/Application Support/Google/Chrome/Default/Trust Tokens-journal b/~/Library/Application Support/Google/Chrome/Default/Trust Tokens-journal
new file mode 100644
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new file mode 100644
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GIT binary patch
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GIT binary patch
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new file mode 100644
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diff --git a/~/Library/Application Support/Google/Chrome/Default/shared_proto_db/LOCK b/~/Library/Application Support/Google/Chrome/Default/shared_proto_db/LOCK
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diff --git a/~/Library/Application Support/Google/Chrome/Variations b/~/Library/Application Support/Google/Chrome/Variations
new file mode 100644
index 0000000..18056c3
--- /dev/null
+++ b/~/Library/Application Support/Google/Chrome/Variations	
@@ -0,0 +1 @@
+{"user_experience_metrics.stability.exited_cleanly":true,"variations_crash_streak":0}
\ No newline at end of file
diff --git a/~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db b/~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db
new file mode 100644
index 0000000000000000000000000000000000000000..0cdc3920a708845443e4c2377f50010421e2cc51
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diff --git a/~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db-journal b/~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db-journal
new file mode 100644
index 0000000..e69de29

From 3d8a3237ff782a1c06093fb44540f37bdcd83e54 Mon Sep 17 00:00:00 2001
From: vincent <vincent19901026@gmail.com>
Date: Tue, 28 Jan 2025 12:20:35 +0800
Subject: [PATCH 17/29] 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 Support/Google/Chrome/Default/Affiliation Database-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Cache/Cache_Data/index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Cache/Cache_Data/index-dir/the-real-index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/ClientCertificates/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/ClientCertificates/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/js/7018b8cf1c3b00c7_0
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/js/ba678a2fbd8c358c_0
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/js/index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/js/index-dir/the-real-index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/wasm/index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Code Cache/wasm/index-dir/the-real-index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Cookies
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Cookies-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/data_0
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/data_1
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/data_2
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/data_3
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnGraphiteCache/index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_0
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_1
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_2
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/data_3
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/DawnWebGPUCache/index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Rules/CURRENT
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Rules/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Rules/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Rules/MANIFEST-000001
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Scripts/CURRENT
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Scripts/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Scripts/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension Scripts/MANIFEST-000001
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension State/CURRENT
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension State/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension State/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Extension State/MANIFEST-000001
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Favicons
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Favicons-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/data_0
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/data_1
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/data_2
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/data_3
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/GPUCache/index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/History
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/History-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Local Storage/leveldb/CURRENT
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Local Storage/leveldb/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Local Storage/leveldb/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Local Storage/leveldb/MANIFEST-000001
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Login Data
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Login Data For Account
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Login Data For Account-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Login Data-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Network Persistent State
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/PersistentOriginTrials/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/PersistentOriginTrials/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Preferences
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/README
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Safe Browsing Cookies
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Safe Browsing Cookies-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Secure Preferences
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SegmentInfoDB/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SegmentInfoDB/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SignalDB/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SignalDB/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SignalStorageConfigDB/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Segmentation Platform/SignalStorageConfigDB/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Session Storage/CURRENT
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Session Storage/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Session Storage/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Session Storage/MANIFEST-000001
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sessions/Session_13382511485644650
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sessions/Tabs_13382511488601338
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Shared Dictionary/cache/index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Shared Dictionary/cache/index-dir/the-real-index
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Shared Dictionary/db
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Shared Dictionary/db-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/SharedStorage
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/CURRENT
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Site Characteristics Database/MANIFEST-000001
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/CURRENT
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Sync Data/LevelDB/MANIFEST-000001
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Top Sites
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Top Sites-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/TransportSecurity
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Trust Tokens
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Trust Tokens-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Visited Links
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Web Data
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/Web Data-journal
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/commerce_subscription_db/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/commerce_subscription_db/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/discounts_db/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/discounts_db/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/parcel_tracking_db/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/parcel_tracking_db/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/CURRENT
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/LOCK
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/LOG
 delete mode 100644 ~/Library/Application Support/Google/Chrome/Default/shared_proto_db/MANIFEST-000001
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 delete mode 100644 ~/Library/Application Support/Google/Chrome/GrShaderCache/f_000001
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GIT binary patch
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GIT binary patch
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GIT binary patch
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GIT binary patch
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I0D&I_9%4!bOaK4?

diff --git a/~/Library/Application Support/Google/Chrome/Variations b/~/Library/Application Support/Google/Chrome/Variations
deleted file mode 100644
index 18056c3..0000000
--- a/~/Library/Application Support/Google/Chrome/Variations	
+++ /dev/null
@@ -1 +0,0 @@
-{"user_experience_metrics.stability.exited_cleanly":true,"variations_crash_streak":0}
\ No newline at end of file
diff --git a/~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db b/~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db
deleted file mode 100644
index 0cdc3920a708845443e4c2377f50010421e2cc51..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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diff --git a/~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db-journal b/~/Library/Application Support/Google/Chrome/segmentation_platform/ukm_db-journal
deleted file mode 100644
index e69de29..0000000

From 7c8949600d77739dfdfa1a142bb8c131415e4e18 Mon Sep 17 00:00:00 2001
From: vincent <vincent19901026@gmail.com>
Date: Tue, 28 Jan 2025 12:27:34 +0800
Subject: [PATCH 18/29] 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 <vincent19901026@gmail.com>
Date: Tue, 28 Jan 2025 20:38:29 +0800
Subject: [PATCH 19/29] 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 20/29] 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 21/29] 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 22/29] 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()

From fe251a7876276f4b24c5bab56ba4a576ba365673 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?M=C3=A5ns=20Abrahamsson?= <mans.abrahamsson@gmail.com>
Date: Fri, 31 Jan 2025 08:45:25 +0100
Subject: [PATCH 23/29] Added new test for mistral models

---
 tests/test_llm_api.py | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/tests/test_llm_api.py b/tests/test_llm_api.py
index 45d5775..b81bb5c 100644
--- a/tests/test_llm_api.py
+++ b/tests/test_llm_api.py
@@ -38,7 +38,8 @@ def get_env_value(key, provider):
         "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"}
+        "deepseek": {"api_key": "DEEPSEEK_API_KEY", "base_url": "DEEPSEEK_ENDPOINT"},
+        "mistral": {"api_key": "MISTRAL_API_KEY", "base_url": "MISTRAL_ENDPOINT"},
     }
 
     if provider in env_mappings and key in env_mappings[provider]:
@@ -116,11 +117,16 @@ def test_deepseek_r1_ollama_model():
     config = LLMConfig(provider="ollama", model_name="deepseek-r1:14b")
     test_llm(config, "How many 'r's are in the word 'strawberry'?")
 
+def test_mistral_model():
+    config = LLMConfig(provider="mistral", model_name="pixtral-large-latest")
+    test_llm(config, "Describe this image", "assets/examples/test.png")
+
 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_ollama_model()
+    test_mistral_model()

From f9bc2b4a449fd4dd623926d193ee9dd9d6542aba Mon Sep 17 00:00:00 2001
From: Ray Booysen <raybooysen@gmail.com>
Date: Sat, 1 Feb 2025 15:29:05 +0800
Subject: [PATCH 24/29] Fixing typo in README.md

README states the default VNC password is `vncpassword` but it is actually `youvncpassword` in the env file
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 9055565..fd96088 100644
--- a/README.md
+++ b/README.md
@@ -83,7 +83,7 @@ playwright install
    - WebUI: `http://localhost:7788`
    - VNC Viewer (to see browser interactions): `http://localhost:6080/vnc.html`
    
-   Default VNC password is "vncpassword". You can change it by setting the `VNC_PASSWORD` environment variable in your `.env` file.
+   Default VNC password is "youvncpassword". You can change it by setting the `VNC_PASSWORD` environment variable in your `.env` file.
 
 
 ## Usage

From c0c25451fb9777c8d82abbaf1c6a4cbec96f7b06 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?M=C3=A5ns=20Abrahamsson?= <mans.abrahamsson@gmail.com>
Date: Sat, 1 Feb 2025 12:34:12 +0100
Subject: [PATCH 25/29] Added back missing requirement

---
 requirements.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/requirements.txt b/requirements.txt
index 34e4b0f..9f3c51c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,3 +2,4 @@ browser-use==0.1.29
 pyperclip==1.9.0
 gradio==5.10.0
 json-repair
+langchain-mistralai==0.2.4

From 150a8b43848a0e575a74dad9d17e86887ee4fedb Mon Sep 17 00:00:00 2001
From: BioInfo <1425052+BioInfo@users.noreply.github.com>
Date: Sat, 1 Feb 2025 20:37:04 -0500
Subject: [PATCH 26/29] feat: add OpenAI O3-mini model support and fix theme
 handling

- Add O3-mini model to OpenAI model options
- Remove forced dark theme to allow system/light theme options
- Fix JSON template escape sequence in custom prompts
---
 src/agent/custom_prompts.py |  2 +-
 src/utils/utils.py          |  2 +-
 webui.py                    | 12 +-----------
 3 files changed, 3 insertions(+), 13 deletions(-)

diff --git a/src/agent/custom_prompts.py b/src/agent/custom_prompts.py
index 1e1df63..5a8d069 100644
--- a/src/agent/custom_prompts.py
+++ b/src/agent/custom_prompts.py
@@ -14,7 +14,7 @@ class CustomSystemPrompt(SystemPrompt):
         """
         Returns the important rules for the agent.
         """
-        text = """
+        text = r"""
     1. RESPONSE FORMAT: You must ALWAYS respond with valid JSON in this exact format:
        {
          "current_state": {
diff --git a/src/utils/utils.py b/src/utils/utils.py
index 73e9066..806c1b2 100644
--- a/src/utils/utils.py
+++ b/src/utils/utils.py
@@ -140,7 +140,7 @@ def get_llm_model(provider: str, **kwargs):
 # Predefined model names for common providers
 model_names = {
     "anthropic": ["claude-3-5-sonnet-20240620", "claude-3-opus-20240229"],
-    "openai": ["gpt-4o", "gpt-4", "gpt-3.5-turbo"],
+    "openai": ["gpt-4o", "gpt-4", "gpt-3.5-turbo", "o3-mini"],
     "deepseek": ["deepseek-chat", "deepseek-reasoner"],
     "gemini": ["gemini-2.0-flash-exp", "gemini-2.0-flash-thinking-exp", "gemini-1.5-flash-latest", "gemini-1.5-flash-8b-latest", "gemini-2.0-flash-thinking-exp-1219" ],
     "ollama": ["qwen2.5:7b", "llama2:7b", "deepseek-r1:14b", "deepseek-r1:32b"],
diff --git a/webui.py b/webui.py
index f760aab..fa8b0b4 100644
--- a/webui.py
+++ b/webui.py
@@ -616,18 +616,8 @@ def create_ui(config, theme_name="Ocean"):
     }
     """
 
-    js = """
-    function refresh() {
-        const url = new URL(window.location);
-        if (url.searchParams.get('__theme') !== 'dark') {
-            url.searchParams.set('__theme', 'dark');
-            window.location.href = url.href;
-        }
-    }
-    """
-
     with gr.Blocks(
-            title="Browser Use WebUI", theme=theme_map[theme_name], css=css, js=js
+            title="Browser Use WebUI", theme=theme_map[theme_name], css=css
     ) as demo:
         with gr.Row():
             gr.Markdown(

From 8d47e626ce52790fa4c7026f45b28d3d2d840c29 Mon Sep 17 00:00:00 2001
From: marginal23326 <58261815+marginal23326@users.noreply.github.com>
Date: Sun, 2 Feb 2025 14:06:35 +0600
Subject: [PATCH 27/29] feat: add missing endpoints and keys

---
 .env.example | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/.env.example b/.env.example
index fe2c67c..299082d 100644
--- a/.env.example
+++ b/.env.example
@@ -2,6 +2,7 @@ OPENAI_ENDPOINT=https://api.openai.com/v1
 OPENAI_API_KEY=
 
 ANTHROPIC_API_KEY=
+ANTHROPIC_ENDPOINT=https://api.anthropic.com
 
 GOOGLE_API_KEY=
 
@@ -11,6 +12,9 @@ AZURE_OPENAI_API_KEY=
 DEEPSEEK_ENDPOINT=https://api.deepseek.com
 DEEPSEEK_API_KEY=
 
+MISTRAL_API_KEY=
+MISTRAL_ENDPOINT=https://api.mistral.ai/v1
+
 OLLAMA_ENDPOINT=http://localhost:11434
 
 # Set to false to disable anonymized telemetry

From 403a4b3860dfe21f454d48168f4d6d3cf50b3b84 Mon Sep 17 00:00:00 2001
From: marginal23326 <58261815+marginal23326@users.noreply.github.com>
Date: Mon, 3 Feb 2025 04:28:48 +0600
Subject: [PATCH 28/29] docs: improve installation guide clarity/structure

---
 README.md | 113 ++++++++++++++++++++++++++++++++++++------------------
 1 file changed, 75 insertions(+), 38 deletions(-)

diff --git a/README.md b/README.md
index fd96088..f226683 100644
--- a/README.md
+++ b/README.md
@@ -21,80 +21,117 @@ We would like to officially thank [WarmShao](https://github.com/warmshao) for hi
 
 <video src="https://github.com/user-attachments/assets/56bc7080-f2e3-4367-af22-6bf2245ff6cb" controls="controls">Your browser does not support playing this video!</video>
 
-## Installation Options
+## Installation Guide
+
+### Prerequisites
+- Python 3.11 or higher
+- Git (for cloning the repository)
 
 ### Option 1: Local Installation
 
 Read the [quickstart guide](https://docs.browser-use.com/quickstart#prepare-the-environment) or follow the steps below to get started.
 
-> Python 3.11 or higher is required.
+#### Step 1: Clone the Repository
+```bash
+git clone https://github.com/browser-use/web-ui.git
+cd web-ui
+```
 
-First, we recommend using [uv](https://docs.astral.sh/uv/) to setup the Python environment.
+#### Step 2: Set Up Python Environment
+We recommend using [uv](https://docs.astral.sh/uv/) for managing the Python environment.
 
+Using uv (recommended):
 ```bash
 uv venv --python 3.11
 ```
 
-and activate it with:
-
+Activate the virtual environment:
+- Windows (Command Prompt):
+```cmd
+.venv\Scripts\activate
+```
+- Windows (PowerShell):
+```powershell
+.\.venv\Scripts\Activate.ps1
+```
+- macOS/Linux:
 ```bash
 source .venv/bin/activate
 ```
 
-Install the dependencies:
-
+#### Step 3: Install Dependencies
+Install Python packages:
 ```bash
 uv pip install -r requirements.txt
 ```
 
-Then install playwright:
-
+Install Playwright:
 ```bash
 playwright install
 ```
 
+#### Step 4: Configure Environment
+1. Create a copy of the example environment file:
+- Windows (Command Prompt):
+```bash
+copy .env.example .env
+```
+- macOS/Linux/Windows (PowerShell):
+```bash
+cp .env.example .env
+```
+2. Open `.env` in your preferred text editor and add your API keys and other settings
+
 ### Option 2: Docker Installation
 
-1. **Prerequisites:**
-   - Docker and Docker Compose installed on your system
-   - Git to clone the repository
+#### Prerequisites
+- Docker and Docker Compose installed
+  - [Docker Desktop](https://www.docker.com/products/docker-desktop/) (For Windows/macOS)
+  - [Docker Engine](https://docs.docker.com/engine/install/) and [Docker Compose](https://docs.docker.com/compose/install/) (For Linux)
 
-2. **Setup:**
-   ```bash
-   # Clone the repository
-   git clone https://github.com/browser-use/web-ui.git
-   cd web-ui
+#### Installation Steps
+1. Clone the repository:
+```bash
+git clone https://github.com/browser-use/web-ui.git
+cd web-ui
+```
 
-   # Copy and configure environment variables
-   cp .env.example .env
-   # Edit .env with your preferred text editor and add your API keys
-   ```
+2. Create and configure environment file:
+- Windows (Command Prompt):
+```bash
+copy .env.example .env
+```
+- macOS/Linux/Windows (PowerShell):
+```bash
+cp .env.example .env
+```
+Edit `.env` with your preferred text editor and add your API keys
 
-3. **Run with Docker:**
-   ```bash
-   # Build and start the container with default settings (browser closes after AI tasks)
-   docker compose up --build
-
-   # Or run with persistent browser (browser stays open between AI tasks)
-   CHROME_PERSISTENT_SESSION=true docker compose up --build
-   ```
-
-4. **Access the Application:**
-   - WebUI: `http://localhost:7788`
-   - VNC Viewer (to see browser interactions): `http://localhost:6080/vnc.html`
-   
-   Default VNC password is "youvncpassword". You can change it by setting the `VNC_PASSWORD` environment variable in your `.env` file.
+3. Run with Docker:
+```bash
+# Build and start the container with default settings (browser closes after AI tasks)
+docker compose up --build
+```
+```bash
+# Or run with persistent browser (browser stays open between AI tasks)
+CHROME_PERSISTENT_SESSION=true docker compose up --build
+```
 
+4. Access the Application:
+- Web Interface: Open `http://localhost:7788` in your browser
+- VNC Viewer (for watching browser interactions): Open `http://localhost:6080/vnc.html`
+  - Default VNC password: "youvncpassword"
+  - Can be changed by setting `VNC_PASSWORD` in your `.env` file
 
 ## Usage
 
 ### Local Setup
-1.  Copy `.env.example` to `.env` and set your environment variables, including API keys for the LLM. `cp .env.example .env`
-2.  **Run the WebUI:**
+1.  **Run the WebUI:**
+    After completing the installation steps above, start the application:
     ```bash
     python webui.py --ip 127.0.0.1 --port 7788
     ```
-4. WebUI options:
+2. WebUI options:
    - `--ip`: The IP address to bind the WebUI to. Default is `127.0.0.1`.
    - `--port`: The port to bind the WebUI to. Default is `7788`.
    - `--theme`: The theme for the user interface. Default is `Ocean`.

From f96d83b4c9530db3582b36c0ff12e8226e6eb545 Mon Sep 17 00:00:00 2001
From: carl <carl.s>
Date: Tue, 4 Feb 2025 20:52:21 +1100
Subject: [PATCH 29/29] fix: ollama provider not respecting OLLAMA_ENDPOINT env
 var

---
 src/utils/utils.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/utils/utils.py b/src/utils/utils.py
index 806c1b2..277df24 100644
--- a/src/utils/utils.py
+++ b/src/utils/utils.py
@@ -106,13 +106,13 @@ def get_llm_model(provider: str, **kwargs):
             base_url = os.getenv("OLLAMA_ENDPOINT", "http://localhost:11434")
         else:
             base_url = kwargs.get("base_url")
-            
+
         if "deepseek-r1" in kwargs.get("model_name", "qwen2.5:7b"):
             return DeepSeekR1ChatOllama(
                 model=kwargs.get("model_name", "deepseek-r1:14b"),
                 temperature=kwargs.get("temperature", 0.0),
                 num_ctx=kwargs.get("num_ctx", 32000),
-                base_url=kwargs.get("base_url", base_url),
+                base_url=base_url,
             )
         else:
             return ChatOllama(
@@ -120,7 +120,7 @@ def get_llm_model(provider: str, **kwargs):
                 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),
+                base_url=base_url,
             )
     elif provider == "azure_openai":
         if not kwargs.get("base_url", ""):