working app_dev. hopefully working app

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+# SCM syntax highlighting & preventing 3-way merges
+pixi.lock merge=binary linguist-language=YAML linguist-generated=true

.gitignore

@@ -0,0 +1,8 @@
+
+# pixi environments
+.pixi
+*.egg-info
+# magic environments
+.magic
+__pycache__/
+*.pyc

Changelog.md

@@ -0,0 +1,34 @@
+## [Unreleased]
+
+### Added
+- Moved agent instantiation into a separate `instantiate_agent` function in `app_dev.py`.
+- Extracted question fetching logic into a new `fetch_questions` function in `app_dev.py`.
+- Created `my_agent.py` for custom agent implementation.
+- Added `GeminiApiModel` for interacting with Google Gemini API.
+- Refactored `SmolAgent` in `my_agent.py` to use `GeminiApiModel`.
+- Removed standalone `call_gemini_api` function from `my_agent.py`.
+
+### Changed
+- Simplified error handling in `run_and_submit_all` by removing redundant try-except block around `instantiate_agent` call.
+- Updated `run_and_submit_all` to call `fetch_questions` and handle its return values.
+- Updated `app_dev.py` to import and use `SmolAgent` from `my_agent.py`.
+
+### Deprecated
+
+### Removed
+
+### Fixed
+
+### Security 
+
+## [0.1.0] - 2024-07-25
+
+### Added
+- Initial project structure based on template.
+- Basic Gradio app (`app.py`) for agent evaluation.
+- Development version of app (`app_dev.py`) for local testing.
+- Placeholder `BasicAgent` in `app_dev.py`.
+- `README.md` with project overview and setup instructions.
+- `Changelog.md` to track changes.
+- `.gitignore` file.
+- Placeholder `requirements.txt`. 

app.py

@@ -2,33 +2,38 @@ import os
 import gradio as gr
 import requests
 import inspect
-import pandas as pd
+import pandas as p
+
+from my_agent import SmolAgent  # Import the new agentd
 
 # (Keep Constants as is)
 # --- Constants ---
 DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
 
+
 # --- Basic Agent Definition ---
 # ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
 class BasicAgent:
     def __init__(self):
         print("BasicAgent initialized.")
+
     def __call__(self, question: str) -> str:
         print(f"Agent received question (first 50 chars): {question[:50]}...")
         fixed_answer = "This is a default answer."
         print(f"Agent returning fixed answer: {fixed_answer}")
         return fixed_answer
 
-def run_and_submit_all( profile: gr.OAuthProfile | None):
+
+def run_and_submit_all(profile: gr.OAuthProfile | None):
     """
     Fetches all questions, runs the BasicAgent on them, submits all answers,
     and displays the results.
     """
     # --- Determine HF Space Runtime URL and Repo URL ---
-    space_id = os.getenv("SPACE_ID") # Get the SPACE_ID for sending link to the code
+    space_id = os.getenv("SPACE_ID")  # Get the SPACE_ID for sending link to the code
 
     if profile:
-        username= f"{profile.username}"
+        username = f"{profile.username}"
         print(f"User logged in: {username}")
     else:
         print("User not logged in.")
@@ -40,7 +45,7 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
 
     # 1. Instantiate Agent ( modify this part to create your agent)
     try:
-        agent = BasicAgent()
+        agent = SmolAgent()
     except Exception as e:
         print(f"Error instantiating agent: {e}")
         return f"Error initializing agent: {e}", None
@@ -55,16 +60,16 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
         response.raise_for_status()
         questions_data = response.json()
         if not questions_data:
-             print("Fetched questions list is empty.")
-             return "Fetched questions list is empty or invalid format.", None
+            print("Fetched questions list is empty.")
+            return "Fetched questions list is empty or invalid format.", None
         print(f"Fetched {len(questions_data)} questions.")
     except requests.exceptions.RequestException as e:
         print(f"Error fetching questions: {e}")
         return f"Error fetching questions: {e}", None
     except requests.exceptions.JSONDecodeError as e:
-         print(f"Error decoding JSON response from questions endpoint: {e}")
-         print(f"Response text: {response.text[:500]}")
-         return f"Error decoding server response for questions: {e}", None
+        print(f"Error decoding JSON response from questions endpoint: {e}")
+        print(f"Response text: {response.text[:500]}")
+        return f"Error decoding server response for questions: {e}", None
     except Exception as e:
         print(f"An unexpected error occurred fetching questions: {e}")
         return f"An unexpected error occurred fetching questions: {e}", None
@@ -81,18 +86,36 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
             continue
         try:
             submitted_answer = agent(question_text)
-            answers_payload.append({"task_id": task_id, "submitted_answer": submitted_answer})
-            results_log.append({"Task ID": task_id, "Question": question_text, "Submitted Answer": submitted_answer})
+            answers_payload.append(
+                {"task_id": task_id, "submitted_answer": submitted_answer}
+            )
+            results_log.append(
+                {
+                    "Task ID": task_id,
+                    "Question": question_text,
+                    "Submitted Answer": submitted_answer,
+                }
+            )
         except Exception as e:
-             print(f"Error running agent on task {task_id}: {e}")
-             results_log.append({"Task ID": task_id, "Question": question_text, "Submitted Answer": f"AGENT ERROR: {e}"})
+            print(f"Error running agent on task {task_id}: {e}")
+            results_log.append(
+                {
+                    "Task ID": task_id,
+                    "Question": question_text,
+                    "Submitted Answer": f"AGENT ERROR: {e}",
+                }
+            )
 
     if not answers_payload:
         print("Agent did not produce any answers to submit.")
         return "Agent did not produce any answers to submit.", pd.DataFrame(results_log)
 
-    # 4. Prepare Submission 
-    submission_data = {"username": username.strip(), "agent_code": agent_code, "answers": answers_payload}
+    # 4. Prepare Submission
+    submission_data = {
+        "username": username.strip(),
+        "agent_code": agent_code,
+        "answers": answers_payload,
+    }
     status_update = f"Agent finished. Submitting {len(answers_payload)} answers for user '{username}'..."
     print(status_update)
 
@@ -162,20 +185,19 @@ with gr.Blocks() as demo:
 
     run_button = gr.Button("Run Evaluation & Submit All Answers")
 
-    status_output = gr.Textbox(label="Run Status / Submission Result", lines=5, interactive=False)
+    status_output = gr.Textbox(
+        label="Run Status / Submission Result", lines=5, interactive=False
+    )
     # Removed max_rows=10 from DataFrame constructor
     results_table = gr.DataFrame(label="Questions and Agent Answers", wrap=True)
 
-    run_button.click(
-        fn=run_and_submit_all,
-        outputs=[status_output, results_table]
-    )
+    run_button.click(fn=run_and_submit_all, outputs=[status_output, results_table])
 
 if __name__ == "__main__":
-    print("\n" + "-"*30 + " App Starting " + "-"*30)
+    print("\n" + "-" * 30 + " App Starting " + "-" * 30)
     # Check for SPACE_HOST and SPACE_ID at startup for information
     space_host_startup = os.getenv("SPACE_HOST")
-    space_id_startup = os.getenv("SPACE_ID") # Get SPACE_ID at startup
+    space_id_startup = os.getenv("SPACE_ID")  # Get SPACE_ID at startup
 
     if space_host_startup:
         print(f"✅ SPACE_HOST found: {space_host_startup}")
@@ -183,14 +205,18 @@ if __name__ == "__main__":
     else:
         print("ℹ️  SPACE_HOST environment variable not found (running locally?).")
 
-    if space_id_startup: # Print repo URLs if SPACE_ID is found
+    if space_id_startup:  # Print repo URLs if SPACE_ID is found
         print(f"✅ SPACE_ID found: {space_id_startup}")
         print(f"   Repo URL: https://huggingface.co/spaces/{space_id_startup}")
-        print(f"   Repo Tree URL: https://huggingface.co/spaces/{space_id_startup}/tree/main")
+        print(
+            f"   Repo Tree URL: https://huggingface.co/spaces/{space_id_startup}/tree/main"
+        )
     else:
-        print("ℹ️  SPACE_ID environment variable not found (running locally?). Repo URL cannot be determined.")
+        print(
+            "ℹ️  SPACE_ID environment variable not found (running locally?). Repo URL cannot be determined."
+        )
 
-    print("-"*(60 + len(" App Starting ")) + "\n")
+    print("-" * (60 + len(" App Starting ")) + "\n")
 
     print("Launching Gradio Interface for Basic Agent Evaluation...")
-    demo.launch(debug=True, share=False)
+    demo.launch(debug=True, share=False)

app_dev.py

@@ -0,0 +1,280 @@
+import os
+import gradio as gr
+import requests
+import inspect
+import pandas as pd
+
+from my_agent import SmolAgent  # Import the new agent
+
+# (Keep Constants as is)
+# --- Constants ---
+DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
+
+
+# --- Basic Agent Definition ---
+# ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
+class BasicAgent:
+    def __init__(self):
+        print("BasicAgent initialized.")
+
+    def __call__(self, question: str) -> str:
+        print(f"Agent received question (first 50 chars): {question[:50]}...")
+        fixed_answer = "This is a default answer."
+        print(f"Agent returning fixed answer: {fixed_answer}")
+        return fixed_answer
+
+
+def instantiate_agent():
+    """Instantiates the agent."""
+    try:
+        # agent = BasicAgent()
+        agent = SmolAgent()  # Use the new agent
+        return agent, None  # Return agent and no error
+    except Exception as e:
+        print(f"Error instantiating agent: {e}")
+        return None, f"Error initializing agent: {e}"  # Return None and error message
+
+
+def fetch_questions(questions_url: str):
+    """Fetches questions from the specified URL."""
+    print(f"Fetching questions from: {questions_url}")
+    try:
+        response = requests.get(questions_url, timeout=15)
+        response.raise_for_status()
+        questions_data = response.json()
+        if not questions_data:
+            print("Fetched questions list is empty.")
+            return None, "Fetched questions list is empty or invalid format."
+        print(f"Fetched {len(questions_data)} questions.")
+        return questions_data, None  # Return data and no error
+    except requests.exceptions.RequestException as e:
+        print(f"Error fetching questions: {e}")
+        return None, f"Error fetching questions: {e}"
+    except requests.exceptions.JSONDecodeError as e:
+        print(f"Error decoding JSON response from questions endpoint: {e}")
+        print(f"Response text: {response.text[:500]}")
+        return None, f"Error decoding server response for questions: {e}"
+    except Exception as e:
+        print(f"An unexpected error occurred fetching questions: {e}")
+        return None, f"An unexpected error occurred fetching questions: {e}"
+
+
+def run_agent_on_questions(agent, questions_data):
+    """Runs the agent on each question and collects results."""
+    results_log = []
+    answers_payload = []
+    print(f"Running agent on {len(questions_data)} questions...")
+    for item in questions_data:
+        task_id = item.get("task_id")
+        question_text = item.get("question")
+        if not task_id or question_text is None:
+            print(f"Skipping item with missing task_id or question: {item}")
+            continue
+        try:
+            submitted_answer = agent(question_text)
+            answers_payload.append(
+                {"task_id": task_id, "submitted_answer": submitted_answer}
+            )
+            results_log.append(
+                {
+                    "Task ID": task_id,
+                    "Question": question_text,
+                    "Submitted Answer": submitted_answer,
+                }
+            )
+        except Exception as e:
+            print(f"Error running agent on task {task_id}: {e}")
+            results_log.append(
+                {
+                    "Task ID": task_id,
+                    "Question": question_text,
+                    "Submitted Answer": f"AGENT ERROR: {e}",
+                }
+            )
+    return answers_payload, results_log
+
+
+def dev_run():
+    """
+    Fetches all questions, runs the BasicAgent on them,
+    and displays the results.
+    """
+    api_url = DEFAULT_API_URL
+    questions_url = f"{api_url}/questions"
+
+    agent, error_message = instantiate_agent()
+    if error_message:
+        return error_message, None  # Return error message and None for results_df
+
+    # 2. Fetch Questions
+    questions_data, error_message = fetch_questions(questions_url)
+    if error_message:
+        # Return the error message from fetch_questions and None for the results DataFrame
+        return error_message, None
+
+    # 3. Run your Agent
+    answers_payload, results_log = run_agent_on_questions(agent, questions_data)
+
+    if not answers_payload:
+        print("Agent did not produce any answers to submit.")
+        return "Agent did not produce any answers to submit.", pd.DataFrame(results_log)
+
+    return answers_payload, pd.DataFrame(results_log)
+
+
+def run_and_submit_all(profile: gr.OAuthProfile | None):
+    """
+    Fetches all questions, runs the BasicAgent on them, submits all answers,
+    and displays the results.
+    """
+    # --- Determine HF Space Runtime URL and Repo URL ---
+    space_id = os.getenv("SPACE_ID")  # Get the SPACE_ID for sending link to the code
+
+    if profile:
+        username = f"{profile.username}"
+        print(f"User logged in: {username}")
+    else:
+        print("User not logged in.")
+        return "Please Login to Hugging Face with the button.", None
+
+    api_url = DEFAULT_API_URL
+    questions_url = f"{api_url}/questions"
+    submit_url = f"{api_url}/submit"
+
+    # 1. Instantiate Agent ( modify this part to create your agent)
+    agent, error_message = instantiate_agent()
+    if error_message:
+        return error_message, None  # Return error message and None for results_df
+
+    # In the case of an app running as a hugging Face space, this link points toward your codebase ( usefull for others so please keep it public)
+    agent_code = f"https://huggingface.co/spaces/{space_id}/tree/main"
+    print(agent_code)
+
+    # 2. Fetch Questions
+    questions_data, error_message = fetch_questions(questions_url)
+    if error_message:
+        # Return the error message from fetch_questions and None for the results DataFrame
+        return error_message, None
+
+    # 3. Run your Agent
+    answers_payload, results_log = run_agent_on_questions(agent, questions_data)
+
+    if not answers_payload:
+        print("Agent did not produce any answers to submit.")
+        return "Agent did not produce any answers to submit.", pd.DataFrame(results_log)
+
+    # 4. Prepare Submission
+    submission_data = {
+        "username": username.strip(),
+        "agent_code": agent_code,
+        "answers": answers_payload,
+    }
+    status_update = f"Agent finished. Submitting {len(answers_payload)} answers for user '{username}'..."
+    print(status_update)
+
+    # 5. Submit
+    print(f"Submitting {len(answers_payload)} answers to: {submit_url}")
+    try:
+        response = requests.post(submit_url, json=submission_data, timeout=60)
+        response.raise_for_status()
+        result_data = response.json()
+        final_status = (
+            f"Submission Successful!\n"
+            f"User: {result_data.get('username')}\n"
+            f"Overall Score: {result_data.get('score', 'N/A')}% "
+            f"({result_data.get('correct_count', '?')}/{result_data.get('total_attempted', '?')} correct)\n"
+            f"Message: {result_data.get('message', 'No message received.')}"
+        )
+        print("Submission successful.")
+        results_df = pd.DataFrame(results_log)
+        return final_status, results_df
+    except requests.exceptions.HTTPError as e:
+        error_detail = f"Server responded with status {e.response.status_code}."
+        try:
+            error_json = e.response.json()
+            error_detail += f" Detail: {error_json.get('detail', e.response.text)}"
+        except requests.exceptions.JSONDecodeError:
+            error_detail += f" Response: {e.response.text[:500]}"
+        status_message = f"Submission Failed: {error_detail}"
+        print(status_message)
+        results_df = pd.DataFrame(results_log)
+        return status_message, results_df
+    except requests.exceptions.Timeout:
+        status_message = "Submission Failed: The request timed out."
+        print(status_message)
+        results_df = pd.DataFrame(results_log)
+        return status_message, results_df
+    except requests.exceptions.RequestException as e:
+        status_message = f"Submission Failed: Network error - {e}"
+        print(status_message)
+        results_df = pd.DataFrame(results_log)
+        return status_message, results_df
+    except Exception as e:
+        status_message = f"An unexpected error occurred during submission: {e}"
+        print(status_message)
+        results_df = pd.DataFrame(results_log)
+        return status_message, results_df
+
+
+# # --- Build Gradio Interface using Blocks ---
+# with gr.Blocks() as demo:
+#     gr.Markdown("# Basic Agent Evaluation Runner")
+#     gr.Markdown(
+#         """
+#         **Instructions:**
+
+#         1.  Please clone this space, then modify the code to define your agent's logic, the tools, the necessary packages, etc ...
+#         2.  Log in to your Hugging Face account using the button below. This uses your HF username for submission.
+#         3.  Click 'Run Evaluation & Submit All Answers' to fetch questions, run your agent, submit answers, and see the score.
+
+#         ---
+#         **Disclaimers:**
+#         Once clicking on the "submit button, it can take quite some time ( this is the time for the agent to go through all the questions).
+#         This space provides a basic setup and is intentionally sub-optimal to encourage you to develop your own, more robust solution. For instance for the delay process of the submit button, a solution could be to cache the answers and submit in a seperate action or even to answer the questions in async.
+#         """
+#     )
+
+#     gr.LoginButton()
+
+#     run_button = gr.Button("Run Evaluation & Submit All Answers")
+
+#     status_output = gr.Textbox(
+#         label="Run Status / Submission Result", lines=5, interactive=False
+#     )
+#     # Removed max_rows=10 from DataFrame constructor
+#     results_table = gr.DataFrame(label="Questions and Agent Answers", wrap=True)
+
+#     run_button.click(fn=run_and_submit_all, outputs=[status_output, results_table])
+
+# if __name__ == "__main__":
+#     print("\n" + "-" * 30 + " App Starting " + "-" * 30)
+#     # Check for SPACE_HOST and SPACE_ID at startup for information
+#     space_host_startup = os.getenv("SPACE_HOST")
+#     space_id_startup = os.getenv("SPACE_ID")  # Get SPACE_ID at startup
+
+#     if space_host_startup:
+#         print(f"✅ SPACE_HOST found: {space_host_startup}")
+#         print(f"   Runtime URL should be: https://{space_host_startup}.hf.space")
+#     else:
+#         print("ℹ️  SPACE_HOST environment variable not found (running locally?).")
+
+#     if space_id_startup:  # Print repo URLs if SPACE_ID is found
+#         print(f"✅ SPACE_ID found: {space_id_startup}")
+#         print(f"   Repo URL: https://huggingface.co/spaces/{space_id_startup}")
+#         print(
+#             f"   Repo Tree URL: https://huggingface.co/spaces/{space_id_startup}/tree/main"
+#         )
+#     else:
+#         print(
+#             "ℹ️  SPACE_ID environment variable not found (running locally?). Repo URL cannot be determined."
+#         )
+
+#     print("-" * (60 + len(" App Starting ")) + "\n")
+
+#     print("Launching Gradio Interface for Basic Agent Evaluation...")
+#     demo.launch(debug=True, share=False)
+
+if __name__ == "__main__":
+    answers_payload, results_log = dev_run()
+    print(answers_payload)
+    print(results_log)

gemini_model.py

@@ -0,0 +1,177 @@
+import os
+import time
+
+import httpx
+import warnings
+from typing import List, Dict, Optional
+from smolagents import ApiModel, ChatMessage
+
+
+class GeminiApiModel(ApiModel):
+    """
+    ApiModel implementation using the Google Gemini API via direct HTTP requests.
+    """
+
+    def __init__(
+        self,
+        model_id: str = "gemini-pro",
+        api_key: Optional[str] = None,
+        **kwargs,
+    ):
+        """
+        Initializes the GeminiApiModel.
+
+        Args:
+            model_id (str): The Gemini model ID to use (e.g., "gemini-pro").
+            api_key (str, optional): Google AI Studio API key. Defaults to GEMINI_API_KEY environment variable.
+            **kwargs: Additional keyword arguments passed to the parent ApiModel.
+        """
+        self.model_id = model_id
+        # Prefer explicitly passed key, fallback to environment variable
+        self.api_key = api_key if api_key else os.environ.get("GEMINI_API_KEY")
+        if not self.api_key:
+            warnings.warn(
+                "GEMINI_API_KEY not provided via argument or environment variable. API calls will likely fail.",
+                UserWarning,
+            )
+        # Gemini API doesn't inherently support complex role structures or function calling like OpenAI.
+        # We'll flatten messages for simplicity.
+        super().__init__(
+            model_id=model_id,
+            flatten_messages_as_text=True,  # Flatten messages to a single text prompt
+            **kwargs,
+        )
+
+    def create_client(self):
+        """No dedicated client needed as we use httpx directly."""
+        return None  # Or potentially return httpx client if reused
+
+    def __call__(
+        self,
+        messages: List[Dict[str, str]],
+        stop_sequences: Optional[
+            List[str]
+        ] = None,  # Note: Gemini API might not support stop sequences directly here
+        grammar: Optional[
+            str
+        ] = None,  # Note: Gemini API doesn't support grammar directly
+        tools_to_call_from: Optional[
+            List["Tool"]
+        ] = None,  # Note: Basic Gemini API doesn't support tools
+        **kwargs,
+    ) -> ChatMessage:
+        """
+        Calls the Google Gemini API with the provided messages.
+
+        Args:
+            messages: A list of message dictionaries (e.g., [{'role': 'user', 'content': '...'}]).
+            stop_sequences: Optional stop sequences (may not be supported).
+            grammar: Optional grammar constraint (not supported).
+            tools_to_call_from: Optional list of tools (not supported).
+            **kwargs: Additional keyword arguments.
+
+        Returns:
+            A ChatMessage object containing the response.
+        """
+        if not self.api_key:
+            raise ValueError("GEMINI_API_KEY is not set.")
+
+        # Prepare the prompt by concatenating message content
+        # The Gemini Pro basic API expects a simple text prompt.
+        prompt = self._messages_to_prompt(messages)
+        prompt += (
+            "\n\n"
+            + "If you have a result from a web search that looks helpful, please use httpx to get the HTML from the URL listed."
+            + "You are a general AI assistant. I will ask you a question. Report your thoughts, and finish your answer with the following template: FINAL ANSWER: [YOUR FINAL ANSWER]. YOUR FINAL ANSWER should be a number OR as few words as possible OR a comma separated list of numbers and/or strings. If you are asked for a number, don't use comma to write your number neither use units such as $ or percent sign unless specified otherwise. If you are asked for a string, don't use articles, neither abbreviations (e.g. for cities), and write the digits in plain text unless specified otherwise. If you are asked for a comma separated list, apply the above rules depending of whether the element to be put in the list is a number or a string."
+        )
+        # print(f"--- Gemini API prompt: ---\n{prompt}\n--- End of prompt ---")
+
+        url = f"https://generativelanguage.googleapis.com/v1beta/models/{self.model_id}:generateContent?key={self.api_key}"
+        headers = {"Content-Type": "application/json"}
+        # Construct the payload according to Gemini API requirements
+        data = {"contents": [{"parts": [{"text": prompt}]}]}
+
+        # Add generation config if provided via kwargs (optional)
+        generation_config = {}
+        if "temperature" in kwargs:
+            generation_config["temperature"] = kwargs["temperature"]
+        if "max_output_tokens" in kwargs:
+            generation_config["maxOutputTokens"] = kwargs["max_output_tokens"]
+        # Add other relevant config parameters here if needed
+
+        if generation_config:
+            data["generationConfig"] = generation_config
+
+        # Handle stop sequences if provided (basic support)
+        # Note: This is a best-effort addition, check Gemini API docs for formal support
+        if stop_sequences:
+            if "generationConfig" not in data:
+                data["generationConfig"] = {}
+            # Assuming Gemini API might support 'stopSequences' in generationConfig
+            data["generationConfig"]["stopSequences"] = stop_sequences
+
+        raw_response = None
+        try:
+            response = httpx.post(
+                url, headers=headers, json=data, timeout=120.0
+            )  # Increased timeout
+            time.sleep(6)  # Add delay to respect rate limits
+            response.raise_for_status()
+            response_json = response.json()
+            raw_response = response_json  # Store raw response
+
+            # Parse the response - adjust based on actual Gemini API structure
+            if "candidates" in response_json and response_json["candidates"]:
+                part = response_json["candidates"][0]["content"]["parts"][0]
+                if "text" in part:
+                    content = part["text"]
+                    # Simulate token counts if available, otherwise default to 0
+                    # The basic generateContent API might not return usage directly in the main response
+                    # It might be in safetyRatings or other metadata if enabled/available.
+                    # Setting to 0 for now as it's not reliably present in the simplest call.
+                    self.last_input_token_count = 0
+                    self.last_output_token_count = 0
+                    # If usage data becomes available in response_json, parse it here:
+                    # e.g., if response_json.get("usageMetadata"):
+                    #    self.last_input_token_count = response_json["usageMetadata"].get("promptTokenCount", 0)
+                    #    self.last_output_token_count = response_json["usageMetadata"].get("candidatesTokenCount", 0)
+
+                    return ChatMessage(
+                        role="assistant", content=content, raw=raw_response
+                    )
+
+            # Handle cases where the expected response structure isn't found
+            error_content = f"Error or unexpected response format: {response_json}"
+            return ChatMessage(
+                role="assistant", content=error_content, raw=raw_response
+            )
+
+        except httpx.RequestError as exc:
+            error_content = (
+                f"An error occurred while requesting {exc.request.url!r}: {exc}"
+            )
+            return ChatMessage(
+                role="assistant", content=error_content, raw={"error": str(exc)}
+            )
+        except httpx.HTTPStatusError as exc:
+            error_content = f"Error response {exc.response.status_code} while requesting {exc.request.url!r}: {exc.response.text}"
+            return ChatMessage(
+                role="assistant",
+                content=error_content,
+                raw={
+                    "error": str(exc),
+                    "status_code": exc.response.status_code,
+                    "response_text": exc.response.text,
+                },
+            )
+        except Exception as e:
+            error_content = f"An unexpected error occurred: {e}"
+            return ChatMessage(
+                role="assistant", content=error_content, raw={"error": str(e)}
+            )
+
+    def _messages_to_prompt(self, messages: List[Dict[str, str]]) -> str:
+        """Converts a list of messages into a single string prompt."""
+        # Simple concatenation, could be more sophisticated based on roles if needed
+        # Ensure we handle cases where 'content' might not be a string (though it should be)
+        return "\n".join([str(msg.get("content", "")) for msg in messages])

magic.lock

@@ -0,0 +1,1312 @@
+version: 6
+environments:
+  default:
+    channels:
+    - url: https://conda.modular.com/max-nightly/
+    - url: https://conda.modular.com/max/
+    - url: https://repo.prefix.dev/modular-community/
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.4.26-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.43-h712a8e2_4.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.0-h5888daf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-14.2.0-h767d61c_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-14.2.0-h69a702a_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-14.2.0-h767d61c_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libmpdec-4.0.0-h4bc722e_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.49.1-hee588c1_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.0-h7b32b05_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.3-hf636f53_101_cp313.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.13-7_cp313.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h4845f30_101.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025b-h78e105d_0.conda
+      - pypi: https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7a/1d/54f4c58bae8dc8c64a75071c7e98e105ddaca35449376fcb0180f6e3c9df/audioop_lts-0.2.1-cp313-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/50/cd/30110dc0ffcf3b131156077b90e9f60ed75711223f306da4db08eff8403b/beautifulsoup4-4.13.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/7e/3db2bd1b1f9e95f7cddca6d6e75e2f2bd9f51b1246e546d88addca0106bd/certifi-2025.4.26-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/52/ed/b7f4f07de100bdb95c1756d3a4d17b90c1a3c53715c1a476f8738058e0fa/charset_normalizer-3.4.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/d4/7ebdbd03970677812aac39c869717059dbb71a4cfc033ca6e5221787892c/click-8.1.8-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/83/a2/66adca41164860dee6d2d47b506fef3262c8879aab727b687c798d67313f/duckduckgo_search-8.0.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/50/b3/b51f09c2ba432a576fe63758bddc81f78f0c6309d9e5c10d194313bf021e/fastapi-0.115.12-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/53/5d/65f40bd333463b3230b3a72d93873caaf49b0cbb5228598fafb75fcc5357/ffmpy-0.5.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4d/36/2a115987e2d8c300a974597416d9de88f2444426de9571f4b59b2cca3acc/filelock-3.18.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/44/4b/e0cfc1a6f17e990f3e64b7d941ddc4acdc7b19d6edd51abf495f32b1a9e4/fsspec-2025.3.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c2/81/c02b50e8cf0e82a1ec284ee413f377fb755d93fdc9e9d3eba2400c321117/gradio-5.27.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7f/8a/46f40c96306abf6c9be48ac826425711a9b005fbc8cd6edc1661fd5d85ac/gradio_client-1.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/28/27/3d6dcadc8a3214d8522c1e7f6a19554e33659be44546d44a2f7572ac7d2a/groovy-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/93/27/1fb384a841e9661faad1c31cbfa62864f59632e876df5d795234da51c395/huggingface_hub-0.30.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/76/c6/c88e154df9c4e1a2a66ccf0005a88dfb2650c1dffb6f5ce603dfbd452ce3/idna-3.10-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2f/04/6ef935dc74e729932e39478e44d8cfe6a83550552eaa072b7c05f6f22488/lxml-5.4.0-cp313-cp313-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/42/d7/1ec15b46af6af88f19b8e5ffea08fa375d433c998b8a7639e76935c14f1f/markdown_it_py-3.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/64/11/b751af7ad41b254a802cf52f7bc1fca7cabe2388132f2ce60a1a6b9b9622/markdownify-1.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0c/91/96cf928db8236f1bfab6ce15ad070dfdd02ed88261c2afafd4b43575e9e9/MarkupSafe-3.0.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/aa/fc/ebfd32c3e124e6a1043e19c0ab0769818aa69050ce5589b63d05ff185526/numpy-2.2.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/d1/d0/e9e38aff63e1d7bbcb818e6f8d4df1056b7f8aeb3b660370e0d41dbc394c/orjson-3.10.17-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e8/31/aa8da88ca0eadbabd0a639788a6da13bb2ff6edbbb9f29aa786450a30a91/pandas-2.2.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/13/eb/2552ecebc0b887f539111c2cd241f538b8ff5891b8903dfe672e997529be/pillow-11.2.1-cp313-cp313-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/c3/7b/cbd5d999a07ff2a21465975d4eb477ae6f69765e8fe8c9087dab250180d8/primp-0.15.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/12/46b65f3534d099349e38ef6ec98b1a5a81f42536d17e0ba382c28c67ba67/pydantic-2.11.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/eb/3c/f4abd740877a35abade05e437245b192f9d0ffb48bbbbd708df33d3cda37/pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/a6/53/d78dc063216e62fc55f6b2eebb447f6a4b0a59f55c8406376f76bf959b08/pydub-0.25.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8a/0b/9fcc47d19c48b59121088dd6da2488a49d5f72dacf8262e2790a1d2c7d15/pygments-2.19.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1e/18/98a99ad95133c6a6e2005fe89faedf294a748bd5dc803008059409ac9b1e/python_dotenv-1.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/45/58/38b5afbc1a800eeea951b9285d3912613f2603bdf897a4ab0f4bd7f405fc/python_multipart-0.0.20-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/04/24/b7721e4845c2f162d26f50521b825fb061bc0a5afcf9a386840f23ea19fa/PyYAML-6.0.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f9/9b/335f9764261e915ed497fcdeb11df5dfd6f7bf257d4a6a2a686d80da4d54/requests-2.32.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0d/9b/63f4c7ebc259242c89b3acafdb37b41d1185c07ff0011164674e9076b491/rich-14.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/2c/1e364cc92970075d7d04c69c928430b23e43a433f044474f57e425cbed37/ruff-0.11.7-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/4d/c0/1108ad9f01567f66b3154063605b350b69c3c9366732e09e45f9fd0d1deb/safehttpx-0.1.6-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6a/23/8146aad7d88f4fcb3a6218f41a60f6c2d4e3a72de72da1825dc7c8f7877c/semantic_version-2.10.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2f/ce/dedad549d2b37e73d14c56aef25bd42a5f87fdb8e97bf2a78cac5aac8287/smolagents-1.14.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/9c/0e6afc12c269578be5c0c1c9f4b49a8d32770a080260c333ac04cc1c832d/soupsieve-2.7-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/0c/9d30a4ebeb6db2b25a841afbb80f6ef9a854fc3b41be131d249a977b4959/starlette-0.46.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f9/b6/a447b5e4ec71e13871be01ba81f5dfc9d0af7e473da256ff46bc0e24026f/tomlkit-0.13.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/48/20/9d953de6f4367163d23ec823200eb3ecb0050a2609691e512c8b95827a9b/typer-0.15.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/54/b1ae86c0973cc6f0210b53d508ca3641fb6d0c56823f288d108bc7ab3cc8/typing_extensions-4.13.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/31/08/aa4fdfb71f7de5176385bd9e90852eaf6b5d622735020ad600f2bab54385/typing_inspection-0.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6b/11/cc635220681e93a0183390e26485430ca2c7b5f9d33b15c74c2861cb8091/urllib3-2.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b1/4b/4cef6ce21a2aaca9d852a6e84ef4f135d99fcd74fa75105e2fc0c8308acd/uvicorn-0.34.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ff/b2/83a6ddf56cdcbad4e3d841fcc55d6ba7d19aeb89c50f24dd7e859ec0805f/websockets-15.0.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: .
+packages:
+- conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+  sha256: fe51de6107f9edc7aa4f786a70f4a883943bc9d39b3bb7307c04c41410990726
+  md5: d7c89558ba9fa0495403155b64376d81
+  license: None
+  purls: []
+  size: 2562
+  timestamp: 1578324546067
+- conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+  build_number: 16
+  sha256: fbe2c5e56a653bebb982eda4876a9178aedfc2b545f25d0ce9c4c0b508253d22
+  md5: 73aaf86a425cc6e73fcf236a5a46396d
+  depends:
+  - _libgcc_mutex 0.1 conda_forge
+  - libgomp >=7.5.0
+  constrains:
+  - openmp_impl 9999
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 23621
+  timestamp: 1650670423406
+- pypi: https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl
+  name: aiofiles
+  version: 24.1.0
+  sha256: b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+  name: annotated-types
+  version: 0.7.0
+  sha256: 1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+  requires_dist:
+  - typing-extensions>=4.0.0 ; python_full_version < '3.9'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl
+  name: anyio
+  version: 4.9.0
+  sha256: 9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c
+  requires_dist:
+  - exceptiongroup>=1.0.2 ; python_full_version < '3.11'
+  - idna>=2.8
+  - sniffio>=1.1
+  - typing-extensions>=4.5 ; python_full_version < '3.13'
+  - trio>=0.26.1 ; extra == 'trio'
+  - anyio[trio] ; extra == 'test'
+  - blockbuster>=1.5.23 ; extra == 'test'
+  - coverage[toml]>=7 ; extra == 'test'
+  - exceptiongroup>=1.2.0 ; extra == 'test'
+  - hypothesis>=4.0 ; extra == 'test'
+  - psutil>=5.9 ; extra == 'test'
+  - pytest>=7.0 ; extra == 'test'
+  - trustme ; extra == 'test'
+  - truststore>=0.9.1 ; python_full_version >= '3.10' and extra == 'test'
+  - uvloop>=0.21 ; python_full_version < '3.14' and platform_python_implementation == 'CPython' and sys_platform != 'win32' and extra == 'test'
+  - packaging ; extra == 'doc'
+  - sphinx~=8.2 ; extra == 'doc'
+  - sphinx-rtd-theme ; extra == 'doc'
+  - sphinx-autodoc-typehints>=1.2.0 ; extra == 'doc'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/7a/1d/54f4c58bae8dc8c64a75071c7e98e105ddaca35449376fcb0180f6e3c9df/audioop_lts-0.2.1-cp313-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: audioop-lts
+  version: 0.2.1
+  sha256: c589f06407e8340e81962575fcffbba1e92671879a221186c3d4662de9fe804e
+  requires_python: '>=3.13'
+- pypi: https://files.pythonhosted.org/packages/50/cd/30110dc0ffcf3b131156077b90e9f60ed75711223f306da4db08eff8403b/beautifulsoup4-4.13.4-py3-none-any.whl
+  name: beautifulsoup4
+  version: 4.13.4
+  sha256: 9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b
+  requires_dist:
+  - soupsieve>1.2
+  - typing-extensions>=4.0.0
+  - cchardet ; extra == 'cchardet'
+  - chardet ; extra == 'chardet'
+  - charset-normalizer ; extra == 'charset-normalizer'
+  - html5lib ; extra == 'html5lib'
+  - lxml ; extra == 'lxml'
+  requires_python: '>=3.7.0'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda
+  sha256: 5ced96500d945fb286c9c838e54fa759aa04a7129c59800f0846b4335cee770d
+  md5: 62ee74e96c5ebb0af99386de58cf9553
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc-ng >=12
+  license: bzip2-1.0.6
+  license_family: BSD
+  purls: []
+  size: 252783
+  timestamp: 1720974456583
+- conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.4.26-hbd8a1cb_0.conda
+  sha256: 2a70ed95ace8a3f8a29e6cd1476a943df294a7111dfb3e152e3478c4c889b7ac
+  md5: 95db94f75ba080a22eb623590993167b
+  depends:
+  - __unix
+  license: ISC
+  purls: []
+  size: 152283
+  timestamp: 1745653616541
+- pypi: https://files.pythonhosted.org/packages/4a/7e/3db2bd1b1f9e95f7cddca6d6e75e2f2bd9f51b1246e546d88addca0106bd/certifi-2025.4.26-py3-none-any.whl
+  name: certifi
+  version: 2025.4.26
+  sha256: 30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/52/ed/b7f4f07de100bdb95c1756d3a4d17b90c1a3c53715c1a476f8738058e0fa/charset_normalizer-3.4.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: charset-normalizer
+  version: 3.4.1
+  sha256: 955f8851919303c92343d2f66165294848d57e9bba6cf6e3625485a70a038d11
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/7e/d4/7ebdbd03970677812aac39c869717059dbb71a4cfc033ca6e5221787892c/click-8.1.8-py3-none-any.whl
+  name: click
+  version: 8.1.8
+  sha256: 63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2
+  requires_dist:
+  - colorama ; sys_platform == 'win32'
+  - importlib-metadata ; python_full_version < '3.8'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/83/a2/66adca41164860dee6d2d47b506fef3262c8879aab727b687c798d67313f/duckduckgo_search-8.0.1-py3-none-any.whl
+  name: duckduckgo-search
+  version: 8.0.1
+  sha256: 87ea18d9abb1cd5dc8f63fc70ac867996acce2cb5e0129d191b9491c202420be
+  requires_dist:
+  - click>=8.1.8
+  - primp>=0.15.0
+  - lxml>=5.3.0
+  - mypy>=1.14.1 ; extra == 'dev'
+  - pytest>=8.3.4 ; extra == 'dev'
+  - pytest-dependency>=0.6.0 ; extra == 'dev'
+  - ruff>=0.9.2 ; extra == 'dev'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/50/b3/b51f09c2ba432a576fe63758bddc81f78f0c6309d9e5c10d194313bf021e/fastapi-0.115.12-py3-none-any.whl
+  name: fastapi
+  version: 0.115.12
+  sha256: e94613d6c05e27be7ffebdd6ea5f388112e5e430c8f7d6494a9d1d88d43e814d
+  requires_dist:
+  - starlette>=0.40.0,<0.47.0
+  - pydantic>=1.7.4,!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,!=2.1.0,<3.0.0
+  - typing-extensions>=4.8.0
+  - fastapi-cli[standard]>=0.0.5 ; extra == 'standard'
+  - httpx>=0.23.0 ; extra == 'standard'
+  - jinja2>=3.1.5 ; extra == 'standard'
+  - python-multipart>=0.0.18 ; extra == 'standard'
+  - email-validator>=2.0.0 ; extra == 'standard'
+  - uvicorn[standard]>=0.12.0 ; extra == 'standard'
+  - fastapi-cli[standard]>=0.0.5 ; extra == 'all'
+  - httpx>=0.23.0 ; extra == 'all'
+  - jinja2>=3.1.5 ; extra == 'all'
+  - python-multipart>=0.0.18 ; extra == 'all'
+  - itsdangerous>=1.1.0 ; extra == 'all'
+  - pyyaml>=5.3.1 ; extra == 'all'
+  - ujson>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0 ; extra == 'all'
+  - orjson>=3.2.1 ; extra == 'all'
+  - email-validator>=2.0.0 ; extra == 'all'
+  - uvicorn[standard]>=0.12.0 ; extra == 'all'
+  - pydantic-settings>=2.0.0 ; extra == 'all'
+  - pydantic-extra-types>=2.0.0 ; extra == 'all'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/53/5d/65f40bd333463b3230b3a72d93873caaf49b0cbb5228598fafb75fcc5357/ffmpy-0.5.0-py3-none-any.whl
+  name: ffmpy
+  version: 0.5.0
+  sha256: df3799cf5816daa56d4959a023630ee53c6768b66009dae6d131519ba4b80233
+  requires_python: '>=3.8,<4.0'
+- pypi: https://files.pythonhosted.org/packages/4d/36/2a115987e2d8c300a974597416d9de88f2444426de9571f4b59b2cca3acc/filelock-3.18.0-py3-none-any.whl
+  name: filelock
+  version: 3.18.0
+  sha256: c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de
+  requires_dist:
+  - furo>=2024.8.6 ; extra == 'docs'
+  - sphinx-autodoc-typehints>=3 ; extra == 'docs'
+  - sphinx>=8.1.3 ; extra == 'docs'
+  - covdefaults>=2.3 ; extra == 'testing'
+  - coverage>=7.6.10 ; extra == 'testing'
+  - diff-cover>=9.2.1 ; extra == 'testing'
+  - pytest-asyncio>=0.25.2 ; extra == 'testing'
+  - pytest-cov>=6 ; extra == 'testing'
+  - pytest-mock>=3.14 ; extra == 'testing'
+  - pytest-timeout>=2.3.1 ; extra == 'testing'
+  - pytest>=8.3.4 ; extra == 'testing'
+  - virtualenv>=20.28.1 ; extra == 'testing'
+  - typing-extensions>=4.12.2 ; python_full_version < '3.11' and extra == 'typing'
+  requires_python: '>=3.9'
+- pypi: .
+  name: final-assignment-template
+  version: 0.1.0
+  sha256: a05c68e03552cf851f097ff5f9e3403a789313efb75704b90c26bf2d87409030
+  requires_dist:
+  - smolagents>=1.14.0,<2
+  - gradio>=5.27.1,<6
+  - requests>=2.32.3,<3
+  - httpx>=0.28.1,<0.29
+  - beautifulsoup4>=4.13.4,<5
+  requires_python: '>=3.11'
+  editable: true
+- pypi: https://files.pythonhosted.org/packages/44/4b/e0cfc1a6f17e990f3e64b7d941ddc4acdc7b19d6edd51abf495f32b1a9e4/fsspec-2025.3.2-py3-none-any.whl
+  name: fsspec
+  version: 2025.3.2
+  sha256: 2daf8dc3d1dfa65b6aa37748d112773a7a08416f6c70d96b264c96476ecaf711
+  requires_dist:
+  - adlfs ; extra == 'abfs'
+  - adlfs ; extra == 'adl'
+  - pyarrow>=1 ; extra == 'arrow'
+  - dask ; extra == 'dask'
+  - distributed ; extra == 'dask'
+  - pre-commit ; extra == 'dev'
+  - ruff ; extra == 'dev'
+  - numpydoc ; extra == 'doc'
+  - sphinx ; extra == 'doc'
+  - sphinx-design ; extra == 'doc'
+  - sphinx-rtd-theme ; extra == 'doc'
+  - yarl ; extra == 'doc'
+  - dropbox ; extra == 'dropbox'
+  - dropboxdrivefs ; extra == 'dropbox'
+  - requests ; extra == 'dropbox'
+  - adlfs ; extra == 'full'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'full'
+  - dask ; extra == 'full'
+  - distributed ; extra == 'full'
+  - dropbox ; extra == 'full'
+  - dropboxdrivefs ; extra == 'full'
+  - fusepy ; extra == 'full'
+  - gcsfs ; extra == 'full'
+  - libarchive-c ; extra == 'full'
+  - ocifs ; extra == 'full'
+  - panel ; extra == 'full'
+  - paramiko ; extra == 'full'
+  - pyarrow>=1 ; extra == 'full'
+  - pygit2 ; extra == 'full'
+  - requests ; extra == 'full'
+  - s3fs ; extra == 'full'
+  - smbprotocol ; extra == 'full'
+  - tqdm ; extra == 'full'
+  - fusepy ; extra == 'fuse'
+  - gcsfs ; extra == 'gcs'
+  - pygit2 ; extra == 'git'
+  - requests ; extra == 'github'
+  - gcsfs ; extra == 'gs'
+  - panel ; extra == 'gui'
+  - pyarrow>=1 ; extra == 'hdfs'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'http'
+  - libarchive-c ; extra == 'libarchive'
+  - ocifs ; extra == 'oci'
+  - s3fs ; extra == 's3'
+  - paramiko ; extra == 'sftp'
+  - smbprotocol ; extra == 'smb'
+  - paramiko ; extra == 'ssh'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'test'
+  - numpy ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-asyncio!=0.22.0 ; extra == 'test'
+  - pytest-benchmark ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-mock ; extra == 'test'
+  - pytest-recording ; extra == 'test'
+  - pytest-rerunfailures ; extra == 'test'
+  - requests ; extra == 'test'
+  - aiobotocore>=2.5.4,<3.0.0 ; extra == 'test-downstream'
+  - dask[dataframe,test] ; extra == 'test-downstream'
+  - moto[server]>4,<5 ; extra == 'test-downstream'
+  - pytest-timeout ; extra == 'test-downstream'
+  - xarray ; extra == 'test-downstream'
+  - adlfs ; extra == 'test-full'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'test-full'
+  - cloudpickle ; extra == 'test-full'
+  - dask ; extra == 'test-full'
+  - distributed ; extra == 'test-full'
+  - dropbox ; extra == 'test-full'
+  - dropboxdrivefs ; extra == 'test-full'
+  - fastparquet ; extra == 'test-full'
+  - fusepy ; extra == 'test-full'
+  - gcsfs ; extra == 'test-full'
+  - jinja2 ; extra == 'test-full'
+  - kerchunk ; extra == 'test-full'
+  - libarchive-c ; extra == 'test-full'
+  - lz4 ; extra == 'test-full'
+  - notebook ; extra == 'test-full'
+  - numpy ; extra == 'test-full'
+  - ocifs ; extra == 'test-full'
+  - pandas ; extra == 'test-full'
+  - panel ; extra == 'test-full'
+  - paramiko ; extra == 'test-full'
+  - pyarrow ; extra == 'test-full'
+  - pyarrow>=1 ; extra == 'test-full'
+  - pyftpdlib ; extra == 'test-full'
+  - pygit2 ; extra == 'test-full'
+  - pytest ; extra == 'test-full'
+  - pytest-asyncio!=0.22.0 ; extra == 'test-full'
+  - pytest-benchmark ; extra == 'test-full'
+  - pytest-cov ; extra == 'test-full'
+  - pytest-mock ; extra == 'test-full'
+  - pytest-recording ; extra == 'test-full'
+  - pytest-rerunfailures ; extra == 'test-full'
+  - python-snappy ; extra == 'test-full'
+  - requests ; extra == 'test-full'
+  - smbprotocol ; extra == 'test-full'
+  - tqdm ; extra == 'test-full'
+  - urllib3 ; extra == 'test-full'
+  - zarr ; extra == 'test-full'
+  - zstandard ; extra == 'test-full'
+  - tqdm ; extra == 'tqdm'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/c2/81/c02b50e8cf0e82a1ec284ee413f377fb755d93fdc9e9d3eba2400c321117/gradio-5.27.1-py3-none-any.whl
+  name: gradio
+  version: 5.27.1
+  sha256: b13c621a445e7d3fe688e7ecf0481329c309eaac59c842cb598420bdf4188a0e
+  requires_dist:
+  - aiofiles>=22.0,<25.0
+  - anyio>=3.0,<5.0
+  - audioop-lts<1.0 ; python_full_version >= '3.13'
+  - fastapi>=0.115.2,<1.0
+  - ffmpy
+  - gradio-client==1.9.1
+  - groovy~=0.1
+  - httpx>=0.24.1
+  - huggingface-hub>=0.28.1
+  - jinja2<4.0
+  - markupsafe>=2.0,<4.0
+  - numpy>=1.0,<3.0
+  - orjson~=3.0
+  - packaging
+  - pandas>=1.0,<3.0
+  - pillow>=8.0,<12.0
+  - pydantic>=2.0,<2.12
+  - pydub
+  - python-multipart>=0.0.18
+  - pyyaml>=5.0,<7.0
+  - ruff>=0.9.3 ; sys_platform != 'emscripten'
+  - safehttpx>=0.1.6,<0.2.0
+  - semantic-version~=2.0
+  - starlette>=0.40.0,<1.0 ; sys_platform != 'emscripten'
+  - tomlkit>=0.12.0,<0.14.0
+  - typer>=0.12,<1.0 ; sys_platform != 'emscripten'
+  - typing-extensions~=4.0
+  - urllib3~=2.0 ; sys_platform == 'emscripten'
+  - uvicorn>=0.14.0 ; sys_platform != 'emscripten'
+  - authlib ; extra == 'oauth'
+  - itsdangerous ; extra == 'oauth'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/7f/8a/46f40c96306abf6c9be48ac826425711a9b005fbc8cd6edc1661fd5d85ac/gradio_client-1.9.1-py3-none-any.whl
+  name: gradio-client
+  version: 1.9.1
+  sha256: 1db4ccc5777f987c5c4e4b5b13d67ebe1f4514de526fbf9619abe69c55aeac8a
+  requires_dist:
+  - fsspec
+  - httpx>=0.24.1
+  - huggingface-hub>=0.19.3
+  - packaging
+  - typing-extensions~=4.0
+  - websockets>=10.0,<16.0
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/28/27/3d6dcadc8a3214d8522c1e7f6a19554e33659be44546d44a2f7572ac7d2a/groovy-0.1.2-py3-none-any.whl
+  name: groovy
+  version: 0.1.2
+  sha256: 7f7975bab18c729a257a8b1ae9dcd70b7cafb1720481beae47719af57c35fa64
+  requires_dist:
+  - pytest ; extra == 'dev'
+  - ruff==0.9.3 ; extra == 'dev'
+  requires_python: '>3.9'
+- pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+  name: h11
+  version: 0.16.0
+  sha256: 63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl
+  name: httpcore
+  version: 1.0.9
+  sha256: 2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55
+  requires_dist:
+  - certifi
+  - h11>=0.16
+  - anyio>=4.0,<5.0 ; extra == 'asyncio'
+  - h2>=3,<5 ; extra == 'http2'
+  - socksio==1.* ; extra == 'socks'
+  - trio>=0.22.0,<1.0 ; extra == 'trio'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl
+  name: httpx
+  version: 0.28.1
+  sha256: d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+  requires_dist:
+  - anyio
+  - certifi
+  - httpcore==1.*
+  - idna
+  - brotli ; platform_python_implementation == 'CPython' and extra == 'brotli'
+  - brotlicffi ; platform_python_implementation != 'CPython' and extra == 'brotli'
+  - click==8.* ; extra == 'cli'
+  - pygments==2.* ; extra == 'cli'
+  - rich>=10,<14 ; extra == 'cli'
+  - h2>=3,<5 ; extra == 'http2'
+  - socksio==1.* ; extra == 'socks'
+  - zstandard>=0.18.0 ; extra == 'zstd'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/93/27/1fb384a841e9661faad1c31cbfa62864f59632e876df5d795234da51c395/huggingface_hub-0.30.2-py3-none-any.whl
+  name: huggingface-hub
+  version: 0.30.2
+  sha256: 68ff05969927058cfa41df4f2155d4bb48f5f54f719dd0390103eefa9b191e28
+  requires_dist:
+  - filelock
+  - fsspec>=2023.5.0
+  - packaging>=20.9
+  - pyyaml>=5.1
+  - requests
+  - tqdm>=4.42.1
+  - typing-extensions>=3.7.4.3
+  - inquirerpy==0.3.4 ; extra == 'all'
+  - aiohttp ; extra == 'all'
+  - jedi ; extra == 'all'
+  - jinja2 ; extra == 'all'
+  - pytest>=8.1.1,<8.2.2 ; extra == 'all'
+  - pytest-cov ; extra == 'all'
+  - pytest-env ; extra == 'all'
+  - pytest-xdist ; extra == 'all'
+  - pytest-vcr ; extra == 'all'
+  - pytest-asyncio ; extra == 'all'
+  - pytest-rerunfailures ; extra == 'all'
+  - pytest-mock ; extra == 'all'
+  - urllib3<2.0 ; extra == 'all'
+  - soundfile ; extra == 'all'
+  - pillow ; extra == 'all'
+  - gradio>=4.0.0 ; extra == 'all'
+  - numpy ; extra == 'all'
+  - fastapi ; extra == 'all'
+  - ruff>=0.9.0 ; extra == 'all'
+  - mypy==1.5.1 ; extra == 'all'
+  - libcst==1.4.0 ; extra == 'all'
+  - typing-extensions>=4.8.0 ; extra == 'all'
+  - types-pyyaml ; extra == 'all'
+  - types-requests ; extra == 'all'
+  - types-simplejson ; extra == 'all'
+  - types-toml ; extra == 'all'
+  - types-tqdm ; extra == 'all'
+  - types-urllib3 ; extra == 'all'
+  - inquirerpy==0.3.4 ; extra == 'cli'
+  - inquirerpy==0.3.4 ; extra == 'dev'
+  - aiohttp ; extra == 'dev'
+  - jedi ; extra == 'dev'
+  - jinja2 ; extra == 'dev'
+  - pytest>=8.1.1,<8.2.2 ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest-env ; extra == 'dev'
+  - pytest-xdist ; extra == 'dev'
+  - pytest-vcr ; extra == 'dev'
+  - pytest-asyncio ; extra == 'dev'
+  - pytest-rerunfailures ; extra == 'dev'
+  - pytest-mock ; extra == 'dev'
+  - urllib3<2.0 ; extra == 'dev'
+  - soundfile ; extra == 'dev'
+  - pillow ; extra == 'dev'
+  - gradio>=4.0.0 ; extra == 'dev'
+  - numpy ; extra == 'dev'
+  - fastapi ; extra == 'dev'
+  - ruff>=0.9.0 ; extra == 'dev'
+  - mypy==1.5.1 ; extra == 'dev'
+  - libcst==1.4.0 ; extra == 'dev'
+  - typing-extensions>=4.8.0 ; extra == 'dev'
+  - types-pyyaml ; extra == 'dev'
+  - types-requests ; extra == 'dev'
+  - types-simplejson ; extra == 'dev'
+  - types-toml ; extra == 'dev'
+  - types-tqdm ; extra == 'dev'
+  - types-urllib3 ; extra == 'dev'
+  - toml ; extra == 'fastai'
+  - fastai>=2.4 ; extra == 'fastai'
+  - fastcore>=1.3.27 ; extra == 'fastai'
+  - hf-transfer>=0.1.4 ; extra == 'hf-transfer'
+  - hf-xet>=0.1.4 ; extra == 'hf-xet'
+  - aiohttp ; extra == 'inference'
+  - ruff>=0.9.0 ; extra == 'quality'
+  - mypy==1.5.1 ; extra == 'quality'
+  - libcst==1.4.0 ; extra == 'quality'
+  - tensorflow ; extra == 'tensorflow'
+  - pydot ; extra == 'tensorflow'
+  - graphviz ; extra == 'tensorflow'
+  - tensorflow ; extra == 'tensorflow-testing'
+  - keras<3.0 ; extra == 'tensorflow-testing'
+  - inquirerpy==0.3.4 ; extra == 'testing'
+  - aiohttp ; extra == 'testing'
+  - jedi ; extra == 'testing'
+  - jinja2 ; extra == 'testing'
+  - pytest>=8.1.1,<8.2.2 ; extra == 'testing'
+  - pytest-cov ; extra == 'testing'
+  - pytest-env ; extra == 'testing'
+  - pytest-xdist ; extra == 'testing'
+  - pytest-vcr ; extra == 'testing'
+  - pytest-asyncio ; extra == 'testing'
+  - pytest-rerunfailures ; extra == 'testing'
+  - pytest-mock ; extra == 'testing'
+  - urllib3<2.0 ; extra == 'testing'
+  - soundfile ; extra == 'testing'
+  - pillow ; extra == 'testing'
+  - gradio>=4.0.0 ; extra == 'testing'
+  - numpy ; extra == 'testing'
+  - fastapi ; extra == 'testing'
+  - torch ; extra == 'torch'
+  - safetensors[torch] ; extra == 'torch'
+  - typing-extensions>=4.8.0 ; extra == 'typing'
+  - types-pyyaml ; extra == 'typing'
+  - types-requests ; extra == 'typing'
+  - types-simplejson ; extra == 'typing'
+  - types-toml ; extra == 'typing'
+  - types-tqdm ; extra == 'typing'
+  - types-urllib3 ; extra == 'typing'
+  requires_python: '>=3.8.0'
+- pypi: https://files.pythonhosted.org/packages/76/c6/c88e154df9c4e1a2a66ccf0005a88dfb2650c1dffb6f5ce603dfbd452ce3/idna-3.10-py3-none-any.whl
+  name: idna
+  version: '3.10'
+  sha256: 946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
+  requires_dist:
+  - ruff>=0.6.2 ; extra == 'all'
+  - mypy>=1.11.2 ; extra == 'all'
+  - pytest>=8.3.2 ; extra == 'all'
+  - flake8>=7.1.1 ; extra == 'all'
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl
+  name: jinja2
+  version: 3.1.6
+  sha256: 85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+  requires_dist:
+  - markupsafe>=2.0
+  - babel>=2.7 ; extra == 'i18n'
+  requires_python: '>=3.7'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.43-h712a8e2_4.conda
+  sha256: db73f38155d901a610b2320525b9dd3b31e4949215c870685fd92ea61b5ce472
+  md5: 01f8d123c96816249efd255a31ad7712
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  constrains:
+  - binutils_impl_linux-64 2.43
+  license: GPL-3.0-only
+  license_family: GPL
+  purls: []
+  size: 671240
+  timestamp: 1740155456116
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.0-h5888daf_0.conda
+  sha256: 33ab03438aee65d6aa667cf7d90c91e5e7d734c19a67aa4c7040742c0a13d505
+  md5: db0bfbe7dd197b68ad5f30333bae6ce0
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  constrains:
+  - expat 2.7.0.*
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 74427
+  timestamp: 1743431794976
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda
+  sha256: 764432d32db45466e87f10621db5b74363a9f847d2b8b1f9743746cd160f06ab
+  md5: ede4673863426c0883c0063d853bbd85
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 57433
+  timestamp: 1743434498161
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-14.2.0-h767d61c_2.conda
+  sha256: 3a572d031cb86deb541d15c1875aaa097baefc0c580b54dc61f5edab99215792
+  md5: ef504d1acbd74b7cc6849ef8af47dd03
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - _openmp_mutex >=4.5
+  constrains:
+  - libgomp 14.2.0 h767d61c_2
+  - libgcc-ng ==14.2.0=*_2
+  license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
+  purls: []
+  size: 847885
+  timestamp: 1740240653082
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-14.2.0-h69a702a_2.conda
+  sha256: fb7558c328b38b2f9d2e412c48da7890e7721ba018d733ebdfea57280df01904
+  md5: a2222a6ada71fb478682efe483ce0f92
+  depends:
+  - libgcc 14.2.0 h767d61c_2
+  license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
+  purls: []
+  size: 53758
+  timestamp: 1740240660904
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-14.2.0-h767d61c_2.conda
+  sha256: 1a3130e0b9267e781b89399580f3163632d59fe5b0142900d63052ab1a53490e
+  md5: 06d02030237f4d5b3d9a7e7d348fe3c6
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
+  purls: []
+  size: 459862
+  timestamp: 1740240588123
+- conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_0.conda
+  sha256: f4f21dfc54b08d462f707b771ecce3fa9bc702a2a05b55654f64154f48b141ef
+  md5: 0e87378639676987af32fee53ba32258
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  license: 0BSD
+  purls: []
+  size: 112709
+  timestamp: 1743771086123
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libmpdec-4.0.0-h4bc722e_0.conda
+  sha256: d02d1d3304ecaf5c728e515eb7416517a0b118200cd5eacbe829c432d1664070
+  md5: aeb98fdeb2e8f25d43ef71fbacbeec80
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc-ng >=12
+  license: BSD-2-Clause
+  license_family: BSD
+  purls: []
+  size: 89991
+  timestamp: 1723817448345
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.49.1-hee588c1_2.conda
+  sha256: a086289bf75c33adc1daed3f1422024504ffb5c3c8b3285c49f025c29708ed16
+  md5: 962d6ac93c30b1dfc54c9cccafd1003e
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - libzlib >=1.3.1,<2.0a0
+  license: Unlicense
+  purls: []
+  size: 918664
+  timestamp: 1742083674731
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
+  sha256: 787eb542f055a2b3de553614b25f09eefb0a0931b0c87dbcce6efdfd92f04f18
+  md5: 40b61aab5c7ba9ff276c41cfffe6b80b
+  depends:
+  - libgcc-ng >=12
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 33601
+  timestamp: 1680112270483
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
+  sha256: d4bfe88d7cb447768e31650f06257995601f89076080e76df55e3112d4e47dc4
+  md5: edb0dca6bc32e4f4789199455a1dbeb8
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  constrains:
+  - zlib 1.3.1 *_2
+  license: Zlib
+  license_family: Other
+  purls: []
+  size: 60963
+  timestamp: 1727963148474
+- pypi: https://files.pythonhosted.org/packages/2f/04/6ef935dc74e729932e39478e44d8cfe6a83550552eaa072b7c05f6f22488/lxml-5.4.0-cp313-cp313-manylinux_2_28_x86_64.whl
+  name: lxml
+  version: 5.4.0
+  sha256: 1a42b3a19346e5601d1b8296ff6ef3d76038058f311902edd574461e9c036982
+  requires_dist:
+  - cython>=3.0.11,<3.1.0 ; extra == 'source'
+  - cssselect>=0.7 ; extra == 'cssselect'
+  - html5lib ; extra == 'html5'
+  - beautifulsoup4 ; extra == 'htmlsoup'
+  - lxml-html-clean ; extra == 'html-clean'
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/42/d7/1ec15b46af6af88f19b8e5ffea08fa375d433c998b8a7639e76935c14f1f/markdown_it_py-3.0.0-py3-none-any.whl
+  name: markdown-it-py
+  version: 3.0.0
+  sha256: 355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1
+  requires_dist:
+  - mdurl~=0.1
+  - psutil ; extra == 'benchmarking'
+  - pytest ; extra == 'benchmarking'
+  - pytest-benchmark ; extra == 'benchmarking'
+  - pre-commit~=3.0 ; extra == 'code-style'
+  - commonmark~=0.9 ; extra == 'compare'
+  - markdown~=3.4 ; extra == 'compare'
+  - mistletoe~=1.0 ; extra == 'compare'
+  - mistune~=2.0 ; extra == 'compare'
+  - panflute~=2.3 ; extra == 'compare'
+  - linkify-it-py>=1,<3 ; extra == 'linkify'
+  - mdit-py-plugins ; extra == 'plugins'
+  - gprof2dot ; extra == 'profiling'
+  - mdit-py-plugins ; extra == 'rtd'
+  - myst-parser ; extra == 'rtd'
+  - pyyaml ; extra == 'rtd'
+  - sphinx ; extra == 'rtd'
+  - sphinx-copybutton ; extra == 'rtd'
+  - sphinx-design ; extra == 'rtd'
+  - sphinx-book-theme ; extra == 'rtd'
+  - jupyter-sphinx ; extra == 'rtd'
+  - coverage ; extra == 'testing'
+  - pytest ; extra == 'testing'
+  - pytest-cov ; extra == 'testing'
+  - pytest-regressions ; extra == 'testing'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/64/11/b751af7ad41b254a802cf52f7bc1fca7cabe2388132f2ce60a1a6b9b9622/markdownify-1.1.0-py3-none-any.whl
+  name: markdownify
+  version: 1.1.0
+  sha256: 32a5a08e9af02c8a6528942224c91b933b4bd2c7d078f9012943776fc313eeef
+  requires_dist:
+  - beautifulsoup4>=4.9,<5
+  - six>=1.15,<2
+- pypi: https://files.pythonhosted.org/packages/0c/91/96cf928db8236f1bfab6ce15ad070dfdd02ed88261c2afafd4b43575e9e9/MarkupSafe-3.0.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: markupsafe
+  version: 3.0.2
+  sha256: 15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+  name: mdurl
+  version: 0.1.2
+  sha256: 84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8
+  requires_python: '>=3.7'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
+  sha256: 3fde293232fa3fca98635e1167de6b7c7fda83caf24b9d6c91ec9eefb4f4d586
+  md5: 47e340acb35de30501a76c7c799c41d7
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  license: X11 AND BSD-3-Clause
+  purls: []
+  size: 891641
+  timestamp: 1738195959188
+- pypi: https://files.pythonhosted.org/packages/aa/fc/ebfd32c3e124e6a1043e19c0ab0769818aa69050ce5589b63d05ff185526/numpy-2.2.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: numpy
+  version: 2.2.5
+  sha256: 2ba321813a00e508d5421104464510cc962a6f791aa2fca1c97b1e65027da80d
+  requires_python: '>=3.10'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.0-h7b32b05_0.conda
+  sha256: 38285d280f84f1755b7c54baf17eccf2e3e696287954ce0adca16546b85ee62c
+  md5: bb539841f2a3fde210f387d00ed4bb9d
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - ca-certificates
+  - libgcc >=13
+  license: Apache-2.0
+  license_family: Apache
+  purls: []
+  size: 3121673
+  timestamp: 1744132167438
+- pypi: https://files.pythonhosted.org/packages/d1/d0/e9e38aff63e1d7bbcb818e6f8d4df1056b7f8aeb3b660370e0d41dbc394c/orjson-3.10.17-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: orjson
+  version: 3.10.17
+  sha256: 3af3e11abf8bd77a2b82863eeedd847c694fd64a4f9cb6b1644015a5aef44b84
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl
+  name: packaging
+  version: '25.0'
+  sha256: 29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/e8/31/aa8da88ca0eadbabd0a639788a6da13bb2ff6edbbb9f29aa786450a30a91/pandas-2.2.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: pandas
+  version: 2.2.3
+  sha256: f3a255b2c19987fbbe62a9dfd6cff7ff2aa9ccab3fc75218fd4b7530f01efa24
+  requires_dist:
+  - numpy>=1.22.4 ; python_full_version < '3.11'
+  - numpy>=1.23.2 ; python_full_version == '3.11.*'
+  - numpy>=1.26.0 ; python_full_version >= '3.12'
+  - python-dateutil>=2.8.2
+  - pytz>=2020.1
+  - tzdata>=2022.7
+  - hypothesis>=6.46.1 ; extra == 'test'
+  - pytest>=7.3.2 ; extra == 'test'
+  - pytest-xdist>=2.2.0 ; extra == 'test'
+  - pyarrow>=10.0.1 ; extra == 'pyarrow'
+  - bottleneck>=1.3.6 ; extra == 'performance'
+  - numba>=0.56.4 ; extra == 'performance'
+  - numexpr>=2.8.4 ; extra == 'performance'
+  - scipy>=1.10.0 ; extra == 'computation'
+  - xarray>=2022.12.0 ; extra == 'computation'
+  - fsspec>=2022.11.0 ; extra == 'fss'
+  - s3fs>=2022.11.0 ; extra == 'aws'
+  - gcsfs>=2022.11.0 ; extra == 'gcp'
+  - pandas-gbq>=0.19.0 ; extra == 'gcp'
+  - odfpy>=1.4.1 ; extra == 'excel'
+  - openpyxl>=3.1.0 ; extra == 'excel'
+  - python-calamine>=0.1.7 ; extra == 'excel'
+  - pyxlsb>=1.0.10 ; extra == 'excel'
+  - xlrd>=2.0.1 ; extra == 'excel'
+  - xlsxwriter>=3.0.5 ; extra == 'excel'
+  - pyarrow>=10.0.1 ; extra == 'parquet'
+  - pyarrow>=10.0.1 ; extra == 'feather'
+  - tables>=3.8.0 ; extra == 'hdf5'
+  - pyreadstat>=1.2.0 ; extra == 'spss'
+  - sqlalchemy>=2.0.0 ; extra == 'postgresql'
+  - psycopg2>=2.9.6 ; extra == 'postgresql'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'postgresql'
+  - sqlalchemy>=2.0.0 ; extra == 'mysql'
+  - pymysql>=1.0.2 ; extra == 'mysql'
+  - sqlalchemy>=2.0.0 ; extra == 'sql-other'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'sql-other'
+  - adbc-driver-sqlite>=0.8.0 ; extra == 'sql-other'
+  - beautifulsoup4>=4.11.2 ; extra == 'html'
+  - html5lib>=1.1 ; extra == 'html'
+  - lxml>=4.9.2 ; extra == 'html'
+  - lxml>=4.9.2 ; extra == 'xml'
+  - matplotlib>=3.6.3 ; extra == 'plot'
+  - jinja2>=3.1.2 ; extra == 'output-formatting'
+  - tabulate>=0.9.0 ; extra == 'output-formatting'
+  - pyqt5>=5.15.9 ; extra == 'clipboard'
+  - qtpy>=2.3.0 ; extra == 'clipboard'
+  - zstandard>=0.19.0 ; extra == 'compression'
+  - dataframe-api-compat>=0.1.7 ; extra == 'consortium-standard'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'all'
+  - adbc-driver-sqlite>=0.8.0 ; extra == 'all'
+  - beautifulsoup4>=4.11.2 ; extra == 'all'
+  - bottleneck>=1.3.6 ; extra == 'all'
+  - dataframe-api-compat>=0.1.7 ; extra == 'all'
+  - fastparquet>=2022.12.0 ; extra == 'all'
+  - fsspec>=2022.11.0 ; extra == 'all'
+  - gcsfs>=2022.11.0 ; extra == 'all'
+  - html5lib>=1.1 ; extra == 'all'
+  - hypothesis>=6.46.1 ; extra == 'all'
+  - jinja2>=3.1.2 ; extra == 'all'
+  - lxml>=4.9.2 ; extra == 'all'
+  - matplotlib>=3.6.3 ; extra == 'all'
+  - numba>=0.56.4 ; extra == 'all'
+  - numexpr>=2.8.4 ; extra == 'all'
+  - odfpy>=1.4.1 ; extra == 'all'
+  - openpyxl>=3.1.0 ; extra == 'all'
+  - pandas-gbq>=0.19.0 ; extra == 'all'
+  - psycopg2>=2.9.6 ; extra == 'all'
+  - pyarrow>=10.0.1 ; extra == 'all'
+  - pymysql>=1.0.2 ; extra == 'all'
+  - pyqt5>=5.15.9 ; extra == 'all'
+  - pyreadstat>=1.2.0 ; extra == 'all'
+  - pytest>=7.3.2 ; extra == 'all'
+  - pytest-xdist>=2.2.0 ; extra == 'all'
+  - python-calamine>=0.1.7 ; extra == 'all'
+  - pyxlsb>=1.0.10 ; extra == 'all'
+  - qtpy>=2.3.0 ; extra == 'all'
+  - scipy>=1.10.0 ; extra == 'all'
+  - s3fs>=2022.11.0 ; extra == 'all'
+  - sqlalchemy>=2.0.0 ; extra == 'all'
+  - tables>=3.8.0 ; extra == 'all'
+  - tabulate>=0.9.0 ; extra == 'all'
+  - xarray>=2022.12.0 ; extra == 'all'
+  - xlrd>=2.0.1 ; extra == 'all'
+  - xlsxwriter>=3.0.5 ; extra == 'all'
+  - zstandard>=0.19.0 ; extra == 'all'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/13/eb/2552ecebc0b887f539111c2cd241f538b8ff5891b8903dfe672e997529be/pillow-11.2.1-cp313-cp313-manylinux_2_28_x86_64.whl
+  name: pillow
+  version: 11.2.1
+  sha256: ad275964d52e2243430472fc5d2c2334b4fc3ff9c16cb0a19254e25efa03a155
+  requires_dist:
+  - furo ; extra == 'docs'
+  - olefile ; extra == 'docs'
+  - sphinx>=8.2 ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - sphinx-inline-tabs ; extra == 'docs'
+  - sphinxext-opengraph ; extra == 'docs'
+  - olefile ; extra == 'fpx'
+  - olefile ; extra == 'mic'
+  - pyarrow ; extra == 'test-arrow'
+  - check-manifest ; extra == 'tests'
+  - coverage>=7.4.2 ; extra == 'tests'
+  - defusedxml ; extra == 'tests'
+  - markdown2 ; extra == 'tests'
+  - olefile ; extra == 'tests'
+  - packaging ; extra == 'tests'
+  - pyroma ; extra == 'tests'
+  - pytest ; extra == 'tests'
+  - pytest-cov ; extra == 'tests'
+  - pytest-timeout ; extra == 'tests'
+  - trove-classifiers>=2024.10.12 ; extra == 'tests'
+  - typing-extensions ; python_full_version < '3.10' and extra == 'typing'
+  - defusedxml ; extra == 'xmp'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/c3/7b/cbd5d999a07ff2a21465975d4eb477ae6f69765e8fe8c9087dab250180d8/primp-0.15.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: primp
+  version: 0.15.0
+  sha256: c18b45c23f94016215f62d2334552224236217aaeb716871ce0e4dcfa08eb161
+  requires_dist:
+  - certifi ; extra == 'dev'
+  - pytest>=8.1.1 ; extra == 'dev'
+  - pytest-asyncio>=0.25.3 ; extra == 'dev'
+  - typing-extensions ; python_full_version < '3.12' and extra == 'dev'
+  - mypy>=1.14.1 ; extra == 'dev'
+  - ruff>=0.9.2 ; extra == 'dev'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/e7/12/46b65f3534d099349e38ef6ec98b1a5a81f42536d17e0ba382c28c67ba67/pydantic-2.11.4-py3-none-any.whl
+  name: pydantic
+  version: 2.11.4
+  sha256: d9615eaa9ac5a063471da949c8fc16376a84afb5024688b3ff885693506764eb
+  requires_dist:
+  - annotated-types>=0.6.0
+  - pydantic-core==2.33.2
+  - typing-extensions>=4.12.2
+  - typing-inspection>=0.4.0
+  - email-validator>=2.0.0 ; extra == 'email'
+  - tzdata ; python_full_version >= '3.9' and sys_platform == 'win32' and extra == 'timezone'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/eb/3c/f4abd740877a35abade05e437245b192f9d0ffb48bbbbd708df33d3cda37/pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: pydantic-core
+  version: 2.33.2
+  sha256: 9fdac5d6ffa1b5a83bca06ffe7583f5576555e6c8b3a91fbd25ea7780f825f7d
+  requires_dist:
+  - typing-extensions>=4.6.0,!=4.7.0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/a6/53/d78dc063216e62fc55f6b2eebb447f6a4b0a59f55c8406376f76bf959b08/pydub-0.25.1-py2.py3-none-any.whl
+  name: pydub
+  version: 0.25.1
+  sha256: 65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6
+- pypi: https://files.pythonhosted.org/packages/8a/0b/9fcc47d19c48b59121088dd6da2488a49d5f72dacf8262e2790a1d2c7d15/pygments-2.19.1-py3-none-any.whl
+  name: pygments
+  version: 2.19.1
+  sha256: 9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
+  requires_dist:
+  - colorama>=0.4.6 ; extra == 'windows-terminal'
+  requires_python: '>=3.8'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.3-hf636f53_101_cp313.conda
+  build_number: 101
+  sha256: eecb11ea60f8143deeb301eab2e04d04f7acb83659bb20fdfeacd431a5f31168
+  md5: 10622e12d649154af0bd76bcf33a7c5c
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - bzip2 >=1.0.8,<2.0a0
+  - ld_impl_linux-64 >=2.36.1
+  - libexpat >=2.7.0,<3.0a0
+  - libffi >=3.4.6,<3.5.0a0
+  - libgcc >=13
+  - liblzma >=5.8.1,<6.0a0
+  - libmpdec >=4.0.0,<5.0a0
+  - libsqlite >=3.49.1,<4.0a0
+  - libuuid >=2.38.1,<3.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - ncurses >=6.5,<7.0a0
+  - openssl >=3.5.0,<4.0a0
+  - python_abi 3.13.* *_cp313
+  - readline >=8.2,<9.0a0
+  - tk >=8.6.13,<8.7.0a0
+  - tzdata
+  license: Python-2.0
+  purls: []
+  size: 33268245
+  timestamp: 1744665022734
+  python_site_packages_path: lib/python3.13/site-packages
+- pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+  name: python-dateutil
+  version: 2.9.0.post0
+  sha256: a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+  requires_dist:
+  - six>=1.5
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*'
+- pypi: https://files.pythonhosted.org/packages/1e/18/98a99ad95133c6a6e2005fe89faedf294a748bd5dc803008059409ac9b1e/python_dotenv-1.1.0-py3-none-any.whl
+  name: python-dotenv
+  version: 1.1.0
+  sha256: d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
+  requires_dist:
+  - click>=5.0 ; extra == 'cli'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/45/58/38b5afbc1a800eeea951b9285d3912613f2603bdf897a4ab0f4bd7f405fc/python_multipart-0.0.20-py3-none-any.whl
+  name: python-multipart
+  version: 0.0.20
+  sha256: 8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104
+  requires_python: '>=3.8'
+- conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.13-7_cp313.conda
+  build_number: 7
+  sha256: 0595134584589064f56e67d3de1d8fcbb673a972946bce25fb593fb092fdcd97
+  md5: e84b44e6300f1703cb25d29120c5b1d8
+  constrains:
+  - python 3.13.* *_cp313
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 6988
+  timestamp: 1745258852285
+- pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+  name: pytz
+  version: '2025.2'
+  sha256: 5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00
+- pypi: https://files.pythonhosted.org/packages/04/24/b7721e4845c2f162d26f50521b825fb061bc0a5afcf9a386840f23ea19fa/PyYAML-6.0.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: pyyaml
+  version: 6.0.2
+  sha256: 70b189594dbe54f75ab3a1acec5f1e3faa7e8cf2f1e08d9b561cb41b845f69d5
+  requires_python: '>=3.8'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda
+  sha256: 2d6d0c026902561ed77cd646b5021aef2d4db22e57a5b0178dfc669231e06d2c
+  md5: 283b96675859b20a825f8fa30f311446
+  depends:
+  - libgcc >=13
+  - ncurses >=6.5,<7.0a0
+  license: GPL-3.0-only
+  license_family: GPL
+  purls: []
+  size: 282480
+  timestamp: 1740379431762
+- pypi: https://files.pythonhosted.org/packages/f9/9b/335f9764261e915ed497fcdeb11df5dfd6f7bf257d4a6a2a686d80da4d54/requests-2.32.3-py3-none-any.whl
+  name: requests
+  version: 2.32.3
+  sha256: 70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
+  requires_dist:
+  - charset-normalizer>=2,<4
+  - idna>=2.5,<4
+  - urllib3>=1.21.1,<3
+  - certifi>=2017.4.17
+  - pysocks>=1.5.6,!=1.5.7 ; extra == 'socks'
+  - chardet>=3.0.2,<6 ; extra == 'use-chardet-on-py3'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/0d/9b/63f4c7ebc259242c89b3acafdb37b41d1185c07ff0011164674e9076b491/rich-14.0.0-py3-none-any.whl
+  name: rich
+  version: 14.0.0
+  sha256: 1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0
+  requires_dist:
+  - ipywidgets>=7.5.1,<9 ; extra == 'jupyter'
+  - markdown-it-py>=2.2.0
+  - pygments>=2.13.0,<3.0.0
+  - typing-extensions>=4.0.0,<5.0 ; python_full_version < '3.11'
+  requires_python: '>=3.8.0'
+- pypi: https://files.pythonhosted.org/packages/0e/2c/1e364cc92970075d7d04c69c928430b23e43a433f044474f57e425cbed37/ruff-0.11.7-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: ruff
+  version: 0.11.7
+  sha256: 7940665e74e7b65d427b82bffc1e46710ec7f30d58b4b2d5016e3f0321436502
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/4d/c0/1108ad9f01567f66b3154063605b350b69c3c9366732e09e45f9fd0d1deb/safehttpx-0.1.6-py3-none-any.whl
+  name: safehttpx
+  version: 0.1.6
+  sha256: 407cff0b410b071623087c63dd2080c3b44dc076888d8c5823c00d1e58cb381c
+  requires_dist:
+  - httpx
+  - pytest ; extra == 'dev'
+  requires_python: '>3.9'
+- pypi: https://files.pythonhosted.org/packages/6a/23/8146aad7d88f4fcb3a6218f41a60f6c2d4e3a72de72da1825dc7c8f7877c/semantic_version-2.10.0-py2.py3-none-any.whl
+  name: semantic-version
+  version: 2.10.0
+  sha256: de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177
+  requires_dist:
+  - django>=1.11 ; extra == 'dev'
+  - nose2 ; extra == 'dev'
+  - tox ; extra == 'dev'
+  - check-manifest ; extra == 'dev'
+  - coverage ; extra == 'dev'
+  - flake8 ; extra == 'dev'
+  - wheel ; extra == 'dev'
+  - zest-releaser[recommended] ; extra == 'dev'
+  - readme-renderer<25.0 ; python_full_version == '3.4.*' and extra == 'dev'
+  - colorama<=0.4.1 ; python_full_version == '3.4.*' and extra == 'dev'
+  - sphinx ; extra == 'doc'
+  - sphinx-rtd-theme ; extra == 'doc'
+  requires_python: '>=2.7'
+- pypi: https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl
+  name: shellingham
+  version: 1.5.4
+  sha256: 7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+  name: six
+  version: 1.17.0
+  sha256: 4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*'
+- pypi: https://files.pythonhosted.org/packages/2f/ce/dedad549d2b37e73d14c56aef25bd42a5f87fdb8e97bf2a78cac5aac8287/smolagents-1.14.0-py3-none-any.whl
+  name: smolagents
+  version: 1.14.0
+  sha256: 3444a5231bf395ea8c8cc39905aaa17e9ef434b7f4a03bde91b83ea08dd0a856
+  requires_dist:
+  - huggingface-hub>=0.28.0
+  - requests>=2.32.3
+  - rich>=13.9.4
+  - jinja2>=3.1.4
+  - pillow>=11.0.0
+  - markdownify>=0.14.1
+  - duckduckgo-search>=6.3.7
+  - python-dotenv
+  - boto3>=1.36.18 ; extra == 'bedrock'
+  - torch ; extra == 'torch'
+  - torchvision ; extra == 'torch'
+  - numpy>=1.21.2 ; extra == 'torch'
+  - soundfile ; extra == 'audio'
+  - smolagents[torch] ; extra == 'audio'
+  - docker>=7.1.0 ; extra == 'docker'
+  - websocket-client ; extra == 'docker'
+  - e2b-code-interpreter>=1.0.3 ; extra == 'e2b'
+  - python-dotenv>=1.0.1 ; extra == 'e2b'
+  - gradio>=5.13.2 ; extra == 'gradio'
+  - litellm>=1.60.2 ; extra == 'litellm'
+  - mcpadapt>=0.0.19 ; extra == 'mcp'
+  - mcp ; extra == 'mcp'
+  - mlx-lm ; extra == 'mlx-lm'
+  - openai>=1.58.1 ; extra == 'openai'
+  - arize-phoenix ; extra == 'telemetry'
+  - opentelemetry-sdk ; extra == 'telemetry'
+  - opentelemetry-exporter-otlp ; extra == 'telemetry'
+  - openinference-instrumentation-smolagents>=0.1.4 ; extra == 'telemetry'
+  - accelerate ; extra == 'transformers'
+  - transformers>=4.0.0 ; extra == 'transformers'
+  - smolagents[torch] ; extra == 'transformers'
+  - helium ; extra == 'vision'
+  - selenium ; extra == 'vision'
+  - vllm ; extra == 'vllm'
+  - torch ; extra == 'vllm'
+  - smolagents[audio,bedrock,docker,e2b,gradio,litellm,mcp,mlx-lm,openai,telemetry,transformers,vision] ; extra == 'all'
+  - ruff>=0.9.0 ; extra == 'quality'
+  - ipython>=8.31.0 ; extra == 'test'
+  - pandas>=2.2.3 ; extra == 'test'
+  - pytest>=8.1.0 ; extra == 'test'
+  - pytest-datadir ; extra == 'test'
+  - python-dotenv>=1.0.1 ; extra == 'test'
+  - smolagents[all] ; extra == 'test'
+  - rank-bm25 ; extra == 'test'
+  - wikipedia-api>=0.8.1 ; extra == 'test'
+  - smolagents[quality,test] ; extra == 'dev'
+  - sqlalchemy ; extra == 'dev'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl
+  name: sniffio
+  version: 1.3.1
+  sha256: 2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/e7/9c/0e6afc12c269578be5c0c1c9f4b49a8d32770a080260c333ac04cc1c832d/soupsieve-2.7-py3-none-any.whl
+  name: soupsieve
+  version: '2.7'
+  sha256: 6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/8b/0c/9d30a4ebeb6db2b25a841afbb80f6ef9a854fc3b41be131d249a977b4959/starlette-0.46.2-py3-none-any.whl
+  name: starlette
+  version: 0.46.2
+  sha256: 595633ce89f8ffa71a015caed34a5b2dc1c0cdb3f0f1fbd1e69339cf2abeec35
+  requires_dist:
+  - anyio>=3.6.2,<5
+  - typing-extensions>=3.10.0 ; python_full_version < '3.10'
+  - httpx>=0.27.0,<0.29.0 ; extra == 'full'
+  - itsdangerous ; extra == 'full'
+  - jinja2 ; extra == 'full'
+  - python-multipart>=0.0.18 ; extra == 'full'
+  - pyyaml ; extra == 'full'
+  requires_python: '>=3.9'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h4845f30_101.conda
+  sha256: e0569c9caa68bf476bead1bed3d79650bb080b532c64a4af7d8ca286c08dea4e
+  md5: d453b98d9c83e71da0741bb0ff4d76bc
+  depends:
+  - libgcc-ng >=12
+  - libzlib >=1.2.13,<2.0.0a0
+  license: TCL
+  license_family: BSD
+  purls: []
+  size: 3318875
+  timestamp: 1699202167581
+- pypi: https://files.pythonhosted.org/packages/f9/b6/a447b5e4ec71e13871be01ba81f5dfc9d0af7e473da256ff46bc0e24026f/tomlkit-0.13.2-py3-none-any.whl
+  name: tomlkit
+  version: 0.13.2
+  sha256: 7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl
+  name: tqdm
+  version: 4.67.1
+  sha256: 26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+  requires_dist:
+  - colorama ; sys_platform == 'win32'
+  - pytest>=6 ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest-timeout ; extra == 'dev'
+  - pytest-asyncio>=0.24 ; extra == 'dev'
+  - nbval ; extra == 'dev'
+  - requests ; extra == 'discord'
+  - slack-sdk ; extra == 'slack'
+  - requests ; extra == 'telegram'
+  - ipywidgets>=6 ; extra == 'notebook'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/48/20/9d953de6f4367163d23ec823200eb3ecb0050a2609691e512c8b95827a9b/typer-0.15.3-py3-none-any.whl
+  name: typer
+  version: 0.15.3
+  sha256: c86a65ad77ca531f03de08d1b9cb67cd09ad02ddddf4b34745b5008f43b239bd
+  requires_dist:
+  - click>=8.0.0
+  - typing-extensions>=3.7.4.3
+  - shellingham>=1.3.0
+  - rich>=10.11.0
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/8b/54/b1ae86c0973cc6f0210b53d508ca3641fb6d0c56823f288d108bc7ab3cc8/typing_extensions-4.13.2-py3-none-any.whl
+  name: typing-extensions
+  version: 4.13.2
+  sha256: a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/31/08/aa4fdfb71f7de5176385bd9e90852eaf6b5d622735020ad600f2bab54385/typing_inspection-0.4.0-py3-none-any.whl
+  name: typing-inspection
+  version: 0.4.0
+  sha256: 50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f
+  requires_dist:
+  - typing-extensions>=4.12.0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl
+  name: tzdata
+  version: '2025.2'
+  sha256: 1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+  requires_python: '>=2'
+- conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025b-h78e105d_0.conda
+  sha256: 5aaa366385d716557e365f0a4e9c3fca43ba196872abbbe3d56bb610d131e192
+  md5: 4222072737ccff51314b5ece9c7d6f5a
+  license: LicenseRef-Public-Domain
+  purls: []
+  size: 122968
+  timestamp: 1742727099393
+- pypi: https://files.pythonhosted.org/packages/6b/11/cc635220681e93a0183390e26485430ca2c7b5f9d33b15c74c2861cb8091/urllib3-2.4.0-py3-none-any.whl
+  name: urllib3
+  version: 2.4.0
+  sha256: 4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813
+  requires_dist:
+  - brotli>=1.0.9 ; platform_python_implementation == 'CPython' and extra == 'brotli'
+  - brotlicffi>=0.8.0 ; platform_python_implementation != 'CPython' and extra == 'brotli'
+  - h2>=4,<5 ; extra == 'h2'
+  - pysocks>=1.5.6,!=1.5.7,<2.0 ; extra == 'socks'
+  - zstandard>=0.18.0 ; extra == 'zstd'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/b1/4b/4cef6ce21a2aaca9d852a6e84ef4f135d99fcd74fa75105e2fc0c8308acd/uvicorn-0.34.2-py3-none-any.whl
+  name: uvicorn
+  version: 0.34.2
+  sha256: deb49af569084536d269fe0a6d67e3754f104cf03aba7c11c40f01aadf33c403
+  requires_dist:
+  - click>=7.0
+  - h11>=0.8
+  - typing-extensions>=4.0 ; python_full_version < '3.11'
+  - colorama>=0.4 ; sys_platform == 'win32' and extra == 'standard'
+  - httptools>=0.6.3 ; extra == 'standard'
+  - python-dotenv>=0.13 ; extra == 'standard'
+  - pyyaml>=5.1 ; extra == 'standard'
+  - uvloop>=0.14.0,!=0.15.0,!=0.15.1 ; platform_python_implementation != 'PyPy' and sys_platform != 'cygwin' and sys_platform != 'win32' and extra == 'standard'
+  - watchfiles>=0.13 ; extra == 'standard'
+  - websockets>=10.4 ; extra == 'standard'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/ff/b2/83a6ddf56cdcbad4e3d841fcc55d6ba7d19aeb89c50f24dd7e859ec0805f/websockets-15.0.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: websockets
+  version: 15.0.1
+  sha256: 0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8
+  requires_python: '>=3.9'

my_agent.py

@@ -0,0 +1,45 @@
+import math
+import os
+import re
+
+from bs4 import BeautifulSoup
+import httpx
+from smolagents import CodeAgent
+from tools import search_tool
+from gemini_model import GeminiApiModel
+
+
+class SmolAgent:
+    """
+    A simple agent using the custom GeminiApiModel.
+    Replace the __call__ method with your actual agent logic
+    using Hugging Face libraries (e.g., smolagents, transformers, inference API).
+    """
+
+    def __init__(self):
+        model = GeminiApiModel(model_id="gemini-2.0-flash")
+        self.agent = CodeAgent(
+            tools=[search_tool],
+            model=model,
+            max_steps=5,
+            verbosity_level=0,
+            additional_authorized_imports=["httpx", "math", "os", "re", "bs4"],
+        )
+        print("SmolAgent initialized with GeminiApiModel.")
+        # Initialize any required components here
+        # e.g., load a model, tokenizer, setup API clients
+
+    def __call__(self, question: str) -> str:
+        """
+        Processes the input question and returns an answer.
+        This is where the core agent logic should reside.
+        """
+        print(f"SmolAgent received question (first 50 chars): {question[:50]}...")
+
+        # --- Agent Logic ---
+        # The CodeAgent will now use GeminiApiModel internally
+        answer = self.agent.run(question)
+        # -------------------------
+
+        print(f"SmolAgent returning answer (first 50 chars): {str(answer)[:50]}...")
+        return str(answer)

pyproject.toml

@@ -0,0 +1,19 @@
+[project]
+authors = [{name = "bitcloud2", email = "bitcloud22@gmail.com"}]
+name = "Final_Assignment_Template"
+requires-python = ">= 3.11"
+version = "0.1.0"
+dependencies = ["smolagents>=1.14.0,<2", "gradio>=5.27.1,<6", "requests>=2.32.3,<3", "httpx>=0.28.1,<0.29", "beautifulsoup4>=4.13.4,<5"]
+
+[build-system]
+build-backend = "hatchling.build"
+requires = ["hatchling"]
+
+[tool.pixi.project]
+channels = ["https://conda.modular.com/max-nightly", "https://conda.modular.com/max", "https://repo.prefix.dev/modular-community", "conda-forge"]
+platforms = ["linux-64"]
+
+[tool.pixi.pypi-dependencies]
+final_assignment_template = { path = ".", editable = true }
+
+[tool.pixi.tasks]

requirements.txt

@@ -1,2 +1,4 @@
 gradio
-requests
+requests
+smolagents
+httpx

tools.py

@@ -0,0 +1,4 @@
+from smolagents import DuckDuckGoSearchTool
+
+
+search_tool = DuckDuckGoSearchTool()