Merge branch 'main' into feature/openrouter-provider

api.py

@@ -128,6 +128,12 @@ async def is_active():
     logger.info("Is active endpoint called")
     return {"is_active": interaction.is_active}
 
+@api.get("/stop")
+async def stop():
+    logger.info("Stop endpoint called")
+    interaction.current_agent.request_stop()
+    return JSONResponse(status_code=200, content={"status": "stopped"})
+
 @api.get("/latest_answer")
 async def get_latest_answer():
     global query_resp_history
@@ -138,6 +144,7 @@ async def get_latest_answer():
         query_resp = {
             "done": "false",
             "answer": interaction.current_agent.last_answer,
+            "reasoning": interaction.current_agent.last_reasoning,
             "agent_name": interaction.current_agent.agent_name if interaction.current_agent else "None",
             "success": interaction.current_agent.success,
             "blocks": {f'{i}': block.jsonify() for i, block in enumerate(interaction.get_last_blocks_result())} if interaction.current_agent else {},
@@ -145,6 +152,7 @@ async def get_latest_answer():
             "uid": uid
         }
         interaction.current_agent.last_answer = ""
+        interaction.current_agent.last_reasoning = ""
         query_resp_history.append(query_resp)
         return JSONResponse(status_code=200, content=query_resp)
     if query_resp_history:
@@ -158,6 +166,7 @@ async def think_wrapper(interaction, query):
         success = await interaction.think()
         if not success:
             interaction.last_answer = "Error: No answer from agent"
+            interaction.last_reasoning = "Error: No reasoning from agent"
             interaction.last_success = False
         else:
             interaction.last_success = True
@@ -166,7 +175,8 @@ async def think_wrapper(interaction, query):
         return success
     except Exception as e:
         logger.error(f"Error in think_wrapper: {str(e)}")
-        interaction.last_answer = f"Error: {str(e)}"
+        interaction.last_answer = f""
+        interaction.last_reasoning = f"Error: {str(e)}"
         interaction.last_success = False
         raise e
 
@@ -177,6 +187,7 @@ async def process_query(request: QueryRequest):
     query_resp = QueryResponse(
         done="false",
         answer="",
+        reasoning="",
         agent_name="Unknown",
         success="false",
         blocks={},
@@ -194,6 +205,7 @@ async def process_query(request: QueryRequest):
 
         if not success:
             query_resp.answer = interaction.last_answer
+            query_resp.reasoning = interaction.last_reasoning
             return JSONResponse(status_code=400, content=query_resp.jsonify())
 
         if interaction.current_agent:
@@ -208,6 +220,7 @@ async def process_query(request: QueryRequest):
         logger.info(f"Blocks: {blocks_json}")
         query_resp.done = "true"
         query_resp.answer = interaction.last_answer
+        query_resp.reasoning = interaction.last_reasoning
         query_resp.agent_name = interaction.current_agent.agent_name
         query_resp.success = str(interaction.last_success)
         query_resp.blocks = blocks_json

frontend/agentic-seek-front/src/App.css

@@ -167,6 +167,88 @@ body {
   margin-bottom: 8px;
 }
 
+/* Message header layout */
+.message-header {
+    display: flex;
+    flex-direction: column;
+    align-items: flex-start;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 8px;
+}
+
+.reasoning-toggle {
+    background: rgba(255, 255, 255, 0.1);
+    border: 1px solid rgba(255, 255, 255, 0.2);
+    border-radius: 4px;
+    color: #fff;
+    padding: 4px 8px;
+    font-size: 12px;
+    cursor: pointer;
+    transition: all 0.2s ease;
+    display: flex;
+    align-items: center;
+    gap: 4px;
+    align-self: flex-start;
+}
+
+.reasoning-toggle:hover {
+    background: rgba(255, 255, 255, 0.2);
+    border-color: rgba(255, 255, 255, 0.3);
+}
+
+.reasoning-toggle:active {
+    transform: translateY(1px);
+}
+
+/* Reasoning content container */
+.reasoning-content {
+    margin-top: 12px;
+    padding: 12px;
+    background: rgba(0, 0, 0, 0.2);
+    border-left: 3px solid rgba(255, 255, 255, 0.3);
+    border-radius: 0 4px 4px 0;
+    font-size: 0.9em;
+    line-height: 1.4;
+}
+
+.reasoning-content h1,
+.reasoning-content h2,
+.reasoning-content h3,
+.reasoning-content h4,
+.reasoning-content h5,
+.reasoning-content h6 {
+    font-size: 1em;
+    margin: 8px 0 4px 0;
+    color: rgba(255, 255, 255, 0.9);
+}
+
+.reasoning-content p {
+    margin: 6px 0;
+    color: rgba(255, 255, 255, 0.8);
+}
+
+/* Alternative light theme styles */
+.message.user-message .reasoning-toggle {
+    background: rgba(0, 0, 0, 0.05);
+    border-color: rgba(0, 0, 0, 0.1);
+    color: #333;
+}
+
+.message.user-message .reasoning-toggle:hover {
+    background: rgba(0, 0, 0, 0.1);
+    border-color: rgba(0, 0, 0, 0.2);
+}
+
+.message.user-message .reasoning-content {
+    background: rgba(0, 0, 0, 0.03);
+    border-left-color: rgba(0, 0, 0, 0.2);
+}
+
+.message.user-message .reasoning-content p {
+    color: rgba(0, 0, 0, 0.7);
+}
+
 .placeholder {
   text-align: center;
   color: #64748b; /* lighter gray */

frontend/agentic-seek-front/src/App.js

@@ -13,6 +13,7 @@ function App() {
     const [responseData, setResponseData] = useState(null);
     const [isOnline, setIsOnline] = useState(false);
     const [status, setStatus] = useState('Agents ready');
+    const [expandedReasoning, setExpandedReasoning] = useState(new Set());
     const messagesEndRef = useRef(null);
 
     useEffect(() => {
@@ -75,6 +76,18 @@ function App() {
         messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' });
     };
 
+    const toggleReasoning = (messageIndex) => {
+        setExpandedReasoning(prev => {
+            const newSet = new Set(prev);
+            if (newSet.has(messageIndex)) {
+                newSet.delete(messageIndex);
+            } else {
+                newSet.add(messageIndex);
+            }
+            return newSet;
+        });
+    };
+
     const fetchLatestAnswer = async () => {
         try {
             const res = await axios.get('http://127.0.0.1:8000/latest_answer');
@@ -94,6 +107,7 @@ function App() {
                     {
                         type: 'agent',
                         content: data.answer,
+                        reasoning: data.reasoning,
                         agentName: data.agent_name,
                         status: data.status,
                         uid: data.uid,
@@ -121,6 +135,19 @@ function App() {
         }));
     };
 
+    const handleStop = async (e) => {
+        e.preventDefault();
+        checkHealth();
+        setIsLoading(false);
+        setError(null);
+        try {
+            const res = await axios.get('http://127.0.0.1:8000/stop');
+            setStatus("Requesting stop...");
+        } catch (err) {
+            console.error('Error stopping the agent:', err);
+        }
+    }
+
     const handleSubmit = async (e) => {
         e.preventDefault();
         checkHealth();
@@ -172,8 +199,6 @@ function App() {
             </header>
             <main className="main">
                 <div className="app-sections">
-
-
                     <div className="chat-section">
                         <h2>Chat Interface</h2>
                         <div className="messages">
@@ -191,10 +216,28 @@ function App() {
                                                 : 'error-message'
                                         }`}
                                     >
-                                        {msg.type === 'agent' && (
+                                        <div className="message-header">
-                                            <span className="agent-name">{msg.agentName}</span>
+                                            {msg.type === 'agent' && (
-                                        )}
+                                                <span className="agent-name">{msg.agentName}</span>
-                                        <ReactMarkdown>{msg.content}</ReactMarkdown>
+                                            )}
+                                            {msg.type === 'agent' && msg.reasoning && expandedReasoning.has(index) && (
+                                                <div className="reasoning-content">
+                                                    <ReactMarkdown>{msg.reasoning}</ReactMarkdown>
+                                                </div>
+                                            )}
+                                            {msg.type === 'agent' && (
+                                                <button 
+                                                    className="reasoning-toggle"
+                                                    onClick={() => toggleReasoning(index)}
+                                                    title={expandedReasoning.has(index) ? "Hide reasoning" : "Show reasoning"}
+                                                >
+                                                    {expandedReasoning.has(index) ? '▼' : '▶'} Reasoning
+                                                </button>
+                                            )}
+                                        </div>
+                                        <div className="message-content">
+                                            <ReactMarkdown>{msg.content}</ReactMarkdown>
+                                        </div>
                                     </div>
                                 ))
                             )}
@@ -213,6 +256,9 @@ function App() {
                             <button type="submit" disabled={isLoading}>
                                 Send
                             </button>
+                            <button onClick={handleStop}>
+                                Stop
+                            </button>
                         </form>
                     </div>
 

sources/agents/agent.py

@@ -44,7 +44,9 @@ class Agent():
         self.blocks_result = []
         self.success = True
         self.last_answer = ""
+        self.last_reasoning = ""
         self.status_message = "Haven't started yet"
+        self.stop = False
         self.verbose = verbose
         self.executor = ThreadPoolExecutor(max_workers=1)
     
@@ -64,6 +66,10 @@ class Agent():
     def get_last_answer(self) -> str:
         return self.last_answer
     
+    @property
+    def get_last_reasoning(self) -> str:
+        return self.last_reasoning
+    
     @property
     def get_blocks(self) -> list:
         return self.blocks_result
@@ -114,6 +120,13 @@ class Agent():
         except Exception as e:
             raise e
     
+    def request_stop(self) -> None:
+        """
+        Request the agent to stop.
+        """
+        self.stop = True
+        self.status_message = "Stopped"
+    
     @abstractmethod
     def process(self, prompt, speech_module) -> str:
         """

sources/agents/browser_agent.py

@@ -181,6 +181,7 @@ class BrowserAgent(Agent):
         animate_thinking("Thinking...", color="status")
         self.memory.push('user', prompt)
         answer, reasoning = await self.llm_request()
+        self.last_reasoning = reasoning
         if show_reasoning:
             pretty_print(reasoning, color="failure")
         pretty_print(answer, color="output")
@@ -349,11 +350,13 @@ class BrowserAgent(Agent):
         self.show_search_results(search_result)
         prompt = self.make_newsearch_prompt(user_prompt, search_result)
         unvisited = [None]
-        while not complete and len(unvisited) > 0:
+        while not complete and len(unvisited) > 0 and not self.stop:
-
             self.memory.clear()
             unvisited = self.select_unvisited(search_result)
             answer, reasoning = await self.llm_decide(prompt, show_reasoning = False)
+            if self.stop:
+                pretty_print(f"Requested stop.", color="failure")
+                break
             if self.last_answer == answer:
                 prompt = self.stuck_prompt(user_prompt, unvisited)
                 continue

sources/agents/code_agent.py

@@ -51,10 +51,12 @@ class CoderAgent(Agent):
         self.memory.push('user', prompt)
         clarify_trigger = "REQUEST_CLARIFICATION"
 
-        while attempt < max_attempts:
+        while attempt < max_attempts and not self.stop:
+            print("Stopped?", self.stop)
             animate_thinking("Thinking...", color="status")
             await self.wait_message(speech_module)
             answer, reasoning = await self.llm_request()
+            self.last_reasoning = reasoning
             if clarify_trigger in answer:
                 self.last_answer = answer
                 await asyncio.sleep(0)

sources/agents/file_agent.py

@@ -28,10 +28,11 @@ class FileAgent(Agent):
         exec_success = False
         prompt += f"\nYou must work in directory: {self.work_dir}"
         self.memory.push('user', prompt)
-        while exec_success is False:
+        while exec_success is False and not self.stop:
             await self.wait_message(speech_module)
             animate_thinking("Thinking...", color="status")
             answer, reasoning = await self.llm_request()
+            self.last_reasoning = reasoning
             exec_success, _ = self.execute_modules(answer)
             answer = self.remove_blocks(answer)
             self.last_answer = answer

sources/agents/planner_agent.py

@@ -83,11 +83,15 @@ class PlannerAgent(Agent):
                         self.logger.warning(f"Agent {task['agent']} does not exist.")
                         pretty_print(f"Agent {task['agent']} does not exist.", color="warning")
                         return []
-                    agent = {
+                    try:
-                        'agent': task['agent'],
+                        agent = {
-                        'id': task['id'],
+                            'agent': task['agent'],
-                        'task': task['task']
+                            'id': task['id'],
-                    }
+                            'task': task['task']
+                        }
+                    except:
+                        self.logger.warning("Missing field in json plan.")
+                        return []
                     self.logger.info(f"Created agent {task['agent']} with task: {task['task']}")
                     if 'need' in task:
                         self.logger.info(f"Agent {task['agent']} was given info:\n {task['need']}")
@@ -156,6 +160,7 @@ class PlannerAgent(Agent):
                 return []
             agents_tasks = self.parse_agent_tasks(answer)
             if agents_tasks == []:
+                self.show_plan(agents_tasks, answer)
                 prompt = f"Failed to parse the tasks. Please write down your task followed by a json plan within ```json. Do not ask for clarification.\n"
                 pretty_print("Failed to make plan. Retrying...", color="warning")
                 continue
@@ -178,7 +183,11 @@ class PlannerAgent(Agent):
         last_agent_work = agents_work_result[id]
         tool_success_str = "success" if success else "failure"
         pretty_print(f"Agent {id} work {tool_success_str}.", color="success" if success else "failure")
-        if int(id) == len(agents_tasks):
+        try:
+            id_int = int(id)
+        except Exception as e:
+            return agents_tasks
+        if id_int == len(agents_tasks):
             next_task = "No task follow, this was the last step. If it failed add a task to recover."
         else:
             next_task = f"Next task is: {agents_tasks[int(id)][0]}."
@@ -221,8 +230,9 @@ class PlannerAgent(Agent):
         agent_prompt = self.make_prompt(task['task'], required_infos)
         pretty_print(f"Agent {task['agent']} started working...", color="status")
         self.logger.info(f"Agent {task['agent']} started working on {task['task']}.")
-        answer, _ = await self.agents[task['agent'].lower()].process(agent_prompt, None)
+        answer, reasoning = await self.agents[task['agent'].lower()].process(agent_prompt, None)
         self.last_answer = answer
+        self.last_reasoning = reasoning
         self.blocks_result = self.agents[task['agent'].lower()].blocks_result
         agent_answer = self.agents[task['agent'].lower()].raw_answer_blocks(answer)
         success = self.agents[task['agent'].lower()].get_success
@@ -257,7 +267,7 @@ class PlannerAgent(Agent):
             return "Failed to parse the tasks.", ""
         i = 0
         steps = len(agents_tasks)
-        while i < steps:
+        while i < steps and not self.stop:
             task_name, task = agents_tasks[i][0], agents_tasks[i][1]
             self.status_message = "Starting agents..."
             pretty_print(f"I will {task_name}.", color="info")
@@ -271,6 +281,8 @@ class PlannerAgent(Agent):
                 answer, success = await self.start_agent_process(task, required_infos)
             except Exception as e:
                 raise e
+            if self.stop:
+                pretty_print(f"Requested stop.", color="failure")
             agents_work_result[task['id']] = answer
             agents_tasks = await self.update_plan(goal, agents_tasks, agents_work_result, task['id'], success)
             steps = len(agents_tasks)

sources/browser.py

@@ -206,7 +206,11 @@ class Browser:
     
     def setup_tabs(self):
         self.tabs = self.driver.window_handles
-        self.driver.get("https://www.google.com")
+        try:
+            self.driver.get("https://www.google.com")
+        except Exception as e:
+            self.logger.log(f"Failed to setup initial tab:" + str(e))
+            pass
         self.screenshot()
     
     def switch_control_tab(self):
@@ -215,7 +219,11 @@ class Browser:
             
     def load_anticatpcha_manually(self):
         pretty_print("You might want to install the AntiCaptcha extension for captchas.", color="warning")
-        self.driver.get(self.anticaptcha)
+        try:
+            self.driver.get(self.anticaptcha)
+        except Exception as e:
+            self.logger.log(f"Failed to setup initial tab:" + str(e))
+            pass
 
     def human_move(element):
         actions = ActionChains(driver)
@@ -685,15 +693,16 @@ class Browser:
         input_elements = self.driver.execute_script(script)
 
 if __name__ == "__main__":
-    driver = create_driver(headless=False, stealth_mode=True)
+    driver = create_driver(headless=False, stealth_mode=True, crx_path="../crx/nopecha.crx")
-    browser = Browser(driver, anticaptcha_manual_install=False)
+    browser = Browser(driver, anticaptcha_manual_install=True)
     
     input("press enter to continue")
     print("AntiCaptcha / Form Test")
+    browser.go_to("https://www.google.com/recaptcha/api2/demo")
+    time.sleep(50)
     browser.go_to("https://bot.sannysoft.com")
     time.sleep(5)
     #txt = browser.get_text()
-    #browser.go_to("https://www.google.com/recaptcha/api2/demo")
     browser.go_to("https://home.openweathermap.org/users/sign_up")
     inputs_visible = browser.get_form_inputs()
     print("inputs:", inputs_visible)

sources/interaction.py

@@ -22,6 +22,7 @@ class Interaction:
         self.current_agent = None
         self.last_query = None
         self.last_answer = None
+        self.last_reasoning = None
         self.agents = agents
         self.tts_enabled = tts_enabled
         self.stt_enabled = stt_enabled
@@ -158,7 +159,7 @@ class Interaction:
         tmp = self.last_answer
         self.current_agent = agent
         self.is_generating = True
-        self.last_answer, _ = await agent.process(self.last_query, self.speech)
+        self.last_answer, self.last_reasoning = await agent.process(self.last_query, self.speech)
         self.is_generating = False
         if push_last_agent_memory:
             self.current_agent.memory.push('user', self.last_query)

sources/llm_provider.py

@@ -58,6 +58,38 @@ class Provider:
             exit(1)
         return api_key
 
+    def anthropic_fn(self, history, verbose=False):
+        """
+        Use Anthropic to generate text.
+        """
+        from anthropic import Anthropic
+
+        client = Anthropic(api_key=self.api_key)
+        system_message = None
+        messages = []
+        for message in history:
+            clean_message = {'role': message['role'], 'content': message['content']}
+            if message['role'] == 'system':
+                system_message = message['content']
+            else:
+                messages.append(clean_message)
+
+        try:
+            response = client.messages.create(
+                model=self.model,
+                max_tokens=1024,
+                messages=messages,
+                system=system_message
+            )
+            if response is None:
+                raise Exception("Anthropic response is empty.")
+            thought = response.content[0].text
+            if verbose:
+                print(thought)
+            return thought
+        except Exception as e:
+            raise Exception(f"Anthropic API error: {str(e)}") from e
+
     def respond(self, history, verbose=True):
         """
         Use the choosen provider to generate text.

sources/schemas.py

@@ -19,6 +19,7 @@ class QueryRequest(BaseModel):
 class QueryResponse(BaseModel):
     done: str
     answer: str
+    reasoning: str
     agent_name: str
     success: str
     blocks: dict
@@ -32,6 +33,7 @@ class QueryResponse(BaseModel):
         return {
             "done": self.done,
             "answer": self.answer,
+            "reasoning": self.reasoning,
             "agent_name": self.agent_name,
             "success": self.success,
             "blocks": self.blocks,

sources/tools/BashInterpreter.py

@@ -8,7 +8,7 @@ if __name__ == "__main__": # if running as a script for individual testing
     sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
 
 from sources.tools.tools import Tools
-from sources.tools.safety import is_unsafe
+from sources.tools.safety import is_any_unsafe
 
 class BashInterpreter(Tools):
     """
@@ -43,9 +43,9 @@ class BashInterpreter(Tools):
         for command in commands:
             command = f"cd {self.work_dir} && {command}"
             command = command.replace('\n', '')
-            if self.safe_mode and is_unsafe(commands):
+            if self.safe_mode and is_any_unsafe(commands):
                 print(f"Unsafe command rejected: {command}")
-                return "Unsafe command detected, execution aborted."
+                return "\nUnsafe command: {command}. Execution aborted. This is beyond allowed capabilities report to user."
             if self.language_bash_attempt(command) and self.allow_language_exec_bash == False:
                 continue
             try:
@@ -100,6 +100,7 @@ class BashInterpreter(Tools):
             r"not permitted",
             r"not installed",
             r"not found",
+            r"aborted",
             r"no such",
             r"too many",
             r"too few",

sources/tools/safety.py

@@ -66,6 +66,15 @@ unsafe_commands_windows = [
     "bootcfg"
 ]
 
+def is_any_unsafe(cmds):
+    """
+    check if any bash command is unsafe.
+    """
+    for cmd in cmds:
+        if is_unsafe(cmd):
+            return True
+    return False
+
 def is_unsafe(cmd):
     """
     check if a bash command is unsafe.