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Leonardo
commited on
Update app.py
Browse files
app.py
CHANGED
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@@ -1,8 +1,8 @@
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import os
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import shutil
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import
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import tempfile
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from typing import Optional, List, Dict, Any
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from dotenv import load_dotenv
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from huggingface_hub import login
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@@ -19,7 +19,7 @@ from scripts.text_web_browser import (
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VisitTool,
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)
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from scripts.visual_qa import visualizer
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-
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from smolagents import (
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CodeAgent,
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HfApiModel,
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@@ -58,8 +58,6 @@ AUTHORIZED_IMPORTS = [
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"fractions",
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"csv",
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"clean-text",
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"langchain",
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"llama_index",
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]
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user_agent = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36 Edg/119.0.0.0"
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@@ -75,20 +73,19 @@ BROWSER_CONFIG = {
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custom_role_conversions = {"tool-call": "assistant", "tool-response": "user"}
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# Multimedia file types supported
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ALLOWED_FILE_TYPES = [
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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".ogg", # audio/ogg
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]
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@@ -104,52 +101,31 @@ def setup_environment():
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# ------------------------ Model and Tool Management ------------------------
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class ModelManager:
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"""Manages model loading and initialization
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_instance = None
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_lock = threading.Lock()
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@classmethod
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def get_instance(cls):
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"""Thread-safe singleton access to model manager."""
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if cls._instance is None:
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with cls._lock:
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if cls._instance is None:
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cls._instance = cls()
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return cls._instance
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def __init__(self):
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"""Initialize with model cache."""
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self.model_cache = {}
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def load_model(self, chosen_inference: str, model_id: str, key_manager=None):
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"""Load the specified model with appropriate configuration and caching."""
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cache_key = f"{chosen_inference}:{model_id}"
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# Return cached model if available
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if cache_key in self.model_cache:
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return self.model_cache[cache_key]
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try:
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if chosen_inference == "hf_api":
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elif chosen_inference == "hf_api_provider":
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elif chosen_inference == "litellm":
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elif chosen_inference == "openai":
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if not key_manager:
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raise ValueError("Key manager required for OpenAI model")
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model_id=model_id, api_key=key_manager.get_key("openai_api_key")
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)
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elif chosen_inference == "transformers":
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model_id="HuggingFaceTB/SmolLM2-1.7B-Instruct",
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device_map="auto",
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max_new_tokens=1000,
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@@ -158,22 +134,13 @@ class ModelManager:
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else:
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raise ValueError(f"Invalid inference type: {chosen_inference}")
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# Cache the model for future use
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self.model_cache[cache_key] = model
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return model
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except Exception as e:
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print(f"✗ Couldn't load model: {e}")
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raise
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class ToolRegistry:
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"""Manages tool initialization and organization
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@staticmethod
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def validate_tools(tools: List[Tool]) -> List[Tool]:
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"""Validate tools and filter out any None values."""
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return [tool for tool in tools if isinstance(tool, Tool)]
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@staticmethod
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def load_web_tools(model, browser, text_limit=20000):
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@@ -200,208 +167,51 @@ class ToolRegistry:
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)
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except Exception as e:
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print(f"✗ Couldn't initialize image generation tool: {e}")
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@staticmethod
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def load_legal_document_tool():
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"""Initialize and return the legal document processing tool."""
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try:
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# Create a simple instance with default parameters
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return LegalDocumentTool()
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except Exception as e:
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print(f"✗ Couldn't initialize legal document tool: {e}")
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# Return None instead of raising to make this tool optional
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return None
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# ------------------------ Session Management ------------------------
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class SessionManager:
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"""Manages agent sessions with proper cleanup and lifecycle management."""
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_instance = None
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_lock = threading.Lock()
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@classmethod
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def get_instance(cls):
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"""Thread-safe singleton access."""
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if cls._instance is None:
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with cls._lock:
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if cls._instance is None:
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cls._instance = cls()
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return cls._instance
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def __init__(self):
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"""Initialize session management structures."""
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self.sessions = {}
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self.temp_files = {}
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self.last_activity = {}
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self._cleanup_thread = None
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self._running = False
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self._start_cleanup_thread()
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def _start_cleanup_thread(self):
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"""Start a background thread for session cleanup."""
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if self._cleanup_thread is None:
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self._running = True
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self._cleanup_thread = threading.Thread(
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target=self._cleanup_inactive_sessions, daemon=True
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)
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self._cleanup_thread.start()
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def _cleanup_inactive_sessions(self):
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"""Periodically clean up inactive sessions."""
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import time
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# Session timeout in seconds (30 minutes)
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SESSION_TIMEOUT = 30 * 60
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while self._running:
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current_time = time.time()
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# Find inactive sessions
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inactive_sessions = [
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session_id
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for session_id, last_time in self.last_activity.items()
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if (current_time - last_time) > SESSION_TIMEOUT
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]
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# Clean up each inactive session
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for session_id in inactive_sessions:
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self.cleanup_session(session_id)
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# Sleep for a minute before next check
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time.sleep(60)
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def register_session(self, session_id):
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"""Register a new session."""
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if session_id not in self.sessions:
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self.sessions[session_id] = {}
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self.temp_files[session_id] = []
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# Update activity timestamp
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self.last_activity[session_id] = time.time()
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def update_activity(self, session_id):
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"""Update the last activity timestamp for a session."""
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self.last_activity[session_id] = time.time()
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def register_temp_file(self, session_id, file_path):
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"""Register a temporary file with a session for later cleanup."""
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if session_id not in self.temp_files:
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self.temp_files[session_id] = []
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self.temp_files[session_id].append(file_path)
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def cleanup_session(self, session_id):
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"""Clean up resources for a session."""
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# Remove temporary files
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if session_id in self.temp_files:
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for file_path in self.temp_files[session_id]:
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try:
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if os.path.exists(file_path):
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os.remove(file_path)
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except Exception as e:
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print(f"Error removing temp file {file_path}: {e}")
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del self.temp_files[session_id]
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# Clean up session data
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if session_id in self.sessions:
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del self.sessions[session_id]
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# Clean up activity record
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if session_id in self.last_activity:
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del self.last_activity[session_id]
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def __del__(self):
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"""Clean up all sessions when the manager is destroyed."""
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self._running = False
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if self._cleanup_thread and self._cleanup_thread.is_alive():
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self._cleanup_thread.join(timeout=1.0)
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# Clean up all remaining sessions
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for session_id in list(self.sessions.keys()):
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self.cleanup_session(session_id)
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# ------------------------ Agent Creation and Execution ------------------------
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"""
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# Initialize model
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model = LiteLLMModel(
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custom_role_conversions=custom_role_conversions,
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model_id="openrouter/perplexity/r1-1776", # currently serving:
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) # DEEPSEEK = openrouter/perplexity/r1-1776 <--- boss model
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# Initialize tools
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text_limit = 30000
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browser = SimpleTextBrowser(**BROWSER_CONFIG)
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# Collect all tools in a single list
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web_tools = ToolRegistry.load_web_tools(model, browser, text_limit)
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image_generator = ToolRegistry.load_image_generation_tools()
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legal_tool = ToolRegistry.load_legal_document_tool()
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# Combine and validate all tools
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all_tools = [visualizer] + web_tools
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# Only add tools that are properly initialized (not None)
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if image_generator:
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all_tools.append(image_generator)
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if legal_tool:
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all_tools.append(legal_tool)
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# Final validation to ensure all tools are valid
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all_tools = ToolRegistry.validate_tools(all_tools)
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agent = CodeAgent(
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model=model,
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tools=all_tools, # Pass a single list containing all tools
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max_steps=10,
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verbosity_level=1,
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additional_authorized_imports=AUTHORIZED_IMPORTS,
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planning_interval=4,
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)
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# Cache the agent for future use
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self.agent_cache[session_id] = agent
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return agent
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def stream_to_gradio(
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agent,
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task: str,
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reset_agent_memory: bool = False,
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additional_args: Optional[
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):
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"""Runs an agent with the given task and streams messages as Gradio ChatMessages."""
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for step_log in agent.run(
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@@ -437,296 +247,337 @@ def stream_to_gradio(
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# ------------------------ Gradio UI Components ------------------------
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class GradioUI:
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"""A
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def __init__(self):
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"""Initialize the Gradio UI with
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self.
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self.agent_factory = AgentFactory.get_instance()
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self.temp_dir = tempfile.mkdtemp(prefix="gradio_")
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# Clean up the temporary directory
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if os.path.exists(self.temp_dir):
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shutil.rmtree(self.temp_dir, ignore_errors=True)
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except Exception as e:
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print(f"Error cleaning up temporary directory: {e}")
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@staticmethod
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def _get_session_id(session_state):
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"""Generate or retrieve a session ID."""
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if "session_id" not in session_state:
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session_state["session_id"] = f"session_{id(session_state)}"
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return session_state["session_id"]
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def interact_with_agent(self, prompt, messages, session_state):
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"""Main interaction handler with the agent."""
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# Get or create session ID
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session_id = self._get_session_id(session_state)
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# Register/update the session
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self.session_manager.register_session(session_id)
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self.session_manager.update_activity(session_id)
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# Get or create session-specific agent
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agent
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try:
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# Log the existence of agent memory
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has_memory = hasattr(agent, "memory")
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print(f"Agent has memory: {has_memory}")
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if has_memory:
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print(f"Memory type: {type(agent.memory)}")
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messages.append(gr.ChatMessage(role="user", content=prompt))
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yield messages
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for msg in stream_to_gradio(
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messages.append(msg)
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self.session_manager.update_activity(session_id)
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yield messages # Yield messages after each step
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yield messages # Yield messages one last time
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except gr.Error as e:
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# Handle Gradio-specific errors
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messages.append(
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gr.ChatMessage(role="assistant", content=f"Error: {str(e)}")
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)
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yield messages
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except Exception as e:
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# Log the error but present a user-friendly message
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print(f"Error in interaction: {str(e)}")
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gr.ChatMessage(
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role="assistant",
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content="I encountered an error processing your request. Please try again with a different query.",
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)
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)
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yield messages
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@gr.validate_input(file="file")
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def upload_file(self, file, file_uploads_log, session_state):
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"""Handle file uploads with Gradio-compliant temporary file handling."""
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session_id = self._get_session_id(session_state)
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self.session_manager.update_activity(session_id)
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if file is None:
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return gr.Textbox("No file uploaded", visible=True), file_uploads_log
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try:
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shutil.copyfileobj(open(file.name, "rb"), tmp)
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temp_file_path = tmp.name
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return (
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gr.Textbox(
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file_uploads_log,
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)
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self.session_manager.update_activity(session_id)
|
| 550 |
-
|
| 551 |
-
message = text_input
|
| 552 |
|
| 553 |
-
|
| 554 |
-
|
| 555 |
-
|
| 556 |
-
message += f"\nYou have been provided with these files: {filenames}"
|
| 557 |
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| 558 |
-
|
| 559 |
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| 560 |
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|
| 561 |
|
| 562 |
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|
| 563 |
-
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| 564 |
-
]
|
| 565 |
|
| 566 |
return (
|
| 567 |
message,
|
| 568 |
gr.Textbox(
|
| 569 |
value="",
|
| 570 |
interactive=False,
|
| 571 |
-
placeholder="Processing...",
|
| 572 |
),
|
| 573 |
gr.Button(interactive=False),
|
| 574 |
-
session_state,
|
| 575 |
)
|
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| 577 |
def launch(self, **kwargs):
|
| 578 |
"""Launch the Gradio UI with responsive layout."""
|
| 579 |
-
with gr.Blocks(theme="
|
| 580 |
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|
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| 602 |
)
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|
| 603 |
upload_status = gr.Textbox(
|
| 604 |
label="Upload Status", interactive=False, visible=False
|
| 605 |
)
|
| 606 |
-
|
| 607 |
-
# Footer with proper responsive behavior
|
| 608 |
-
with gr.Row(visible=True) as footer:
|
| 609 |
-
gr.HTML(
|
| 610 |
-
"""
|
| 611 |
-
<div style="display: flex; align-items: center; gap: 8px; font-family: system-ui, -apple-system, sans-serif;">
|
| 612 |
-
<img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/smolagents/mascot_smol.png"
|
| 613 |
-
style="width: 32px; height: 32px; object-fit: contain;" alt="logo">
|
| 614 |
-
<a target="_blank" href="https://github.com/huggingface/smolagents">
|
| 615 |
-
<b>huggingface/smolagents</b>
|
| 616 |
-
</a>
|
| 617 |
-
</div>
|
| 618 |
-
"""
|
| 619 |
-
)
|
| 620 |
-
|
| 621 |
-
# Main content area
|
| 622 |
-
with gr.Column(scale=4, min_width=400) as content:
|
| 623 |
-
# Add session state to store session-specific data
|
| 624 |
-
session_state = gr.State({})
|
| 625 |
-
stored_messages = gr.State([])
|
| 626 |
file_uploads_log = gr.State([])
|
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| 638 |
)
|
| 639 |
|
| 640 |
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#
|
| 641 |
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-
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|
| 650 |
-
|
| 651 |
-
|
| 652 |
-
interactive=True,
|
| 653 |
-
placeholder="Enter your prompt here and press the button",
|
| 654 |
-
),
|
| 655 |
-
gr.Button(interactive=True),
|
| 656 |
),
|
| 657 |
-
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| 659 |
)
|
| 660 |
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| 676 |
),
|
| 677 |
-
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| 678 |
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|
| 679 |
)
|
| 680 |
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| 681 |
-
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| 682 |
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| 685 |
)
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| 686 |
|
| 687 |
-
|
| 688 |
-
|
| 689 |
-
|
| 690 |
-
|
| 691 |
-
|
| 692 |
-
|
| 693 |
-
|
| 694 |
-
window.addEventListener('beforeunload', function() {
|
| 695 |
-
// Notify backend about session end (would require additional endpoint)
|
| 696 |
-
console.log('Cleaning up session');
|
| 697 |
-
});
|
| 698 |
-
}
|
| 699 |
-
""",
|
| 700 |
)
|
| 701 |
|
| 702 |
-
|
| 703 |
-
|
| 704 |
-
def
|
| 705 |
-
|
| 706 |
-
|
| 707 |
-
|
| 708 |
-
|
| 709 |
-
|
| 710 |
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| 711 |
-
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| 712 |
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| 713 |
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| 714 |
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| 715 |
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| 716 |
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| 717 |
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| 718 |
-
|
| 719 |
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| 720 |
-
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| 721 |
-
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| 722 |
-
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| 723 |
-
|
| 724 |
-
|
| 725 |
-
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| 726 |
-
|
| 727 |
-
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| 728 |
-
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| 729 |
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|
| 730 |
|
| 731 |
|
| 732 |
# ------------------------ Execution ------------------------
|
|
@@ -735,11 +586,11 @@ def main():
|
|
| 735 |
# Initialize environment
|
| 736 |
setup_environment()
|
| 737 |
|
| 738 |
-
# Ensure downloads folder exists
|
| 739 |
os.makedirs(f"./{BROWSER_CONFIG['downloads_folder']}", exist_ok=True)
|
| 740 |
|
| 741 |
# Launch UI
|
| 742 |
-
GradioUI().launch(
|
| 743 |
|
| 744 |
|
| 745 |
if __name__ == "__main__":
|
|
|
|
| 1 |
+
import mimetypes
|
| 2 |
import os
|
| 3 |
+
import re
|
| 4 |
import shutil
|
| 5 |
+
from typing import Optional
|
|
|
|
|
|
|
| 6 |
|
| 7 |
from dotenv import load_dotenv
|
| 8 |
from huggingface_hub import login
|
|
|
|
| 19 |
VisitTool,
|
| 20 |
)
|
| 21 |
from scripts.visual_qa import visualizer
|
| 22 |
+
|
| 23 |
from smolagents import (
|
| 24 |
CodeAgent,
|
| 25 |
HfApiModel,
|
|
|
|
| 58 |
"fractions",
|
| 59 |
"csv",
|
| 60 |
"clean-text",
|
|
|
|
|
|
|
| 61 |
]
|
| 62 |
|
| 63 |
user_agent = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36 Edg/119.0.0.0"
|
|
|
|
| 73 |
|
| 74 |
custom_role_conversions = {"tool-call": "assistant", "tool-response": "user"}
|
| 75 |
|
| 76 |
+
# Multimedia file types supported:
|
| 77 |
ALLOWED_FILE_TYPES = [
|
| 78 |
+
"application/pdf",
|
| 79 |
+
"application/vnd.openxmlformats-officedocument.wordprocessingml.document",
|
| 80 |
+
"text/plain",
|
| 81 |
+
"image/png",
|
| 82 |
+
"image/webp",
|
| 83 |
+
"image/jpeg", # Added JPEG support
|
| 84 |
+
"image/gif", # Added GIF support
|
| 85 |
+
"video/mp4",
|
| 86 |
+
"audio/mpeg", # Added MP3 support
|
| 87 |
+
"audio/wav", # Added WAV support
|
| 88 |
+
"audio/ogg", # Added OGG support
|
|
|
|
| 89 |
]
|
| 90 |
|
| 91 |
|
|
|
|
| 101 |
|
| 102 |
# ------------------------ Model and Tool Management ------------------------
|
| 103 |
class ModelManager:
|
| 104 |
+
"""Manages model loading and initialization."""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
| 105 |
|
| 106 |
+
@staticmethod
|
| 107 |
+
def load_model(chosen_inference: str, model_id: str, key_manager=None):
|
| 108 |
+
"""Load the specified model with appropriate configuration."""
|
| 109 |
try:
|
| 110 |
if chosen_inference == "hf_api":
|
| 111 |
+
return HfApiModel(model_id=model_id)
|
| 112 |
|
| 113 |
elif chosen_inference == "hf_api_provider":
|
| 114 |
+
return HfApiModel(provider="together")
|
| 115 |
|
| 116 |
elif chosen_inference == "litellm":
|
| 117 |
+
return LiteLLMModel(model_id=model_id)
|
| 118 |
|
| 119 |
elif chosen_inference == "openai":
|
| 120 |
if not key_manager:
|
| 121 |
raise ValueError("Key manager required for OpenAI model")
|
| 122 |
|
| 123 |
+
return OpenAIServerModel(
|
| 124 |
model_id=model_id, api_key=key_manager.get_key("openai_api_key")
|
| 125 |
)
|
| 126 |
|
| 127 |
elif chosen_inference == "transformers":
|
| 128 |
+
return TransformersModel(
|
| 129 |
model_id="HuggingFaceTB/SmolLM2-1.7B-Instruct",
|
| 130 |
device_map="auto",
|
| 131 |
max_new_tokens=1000,
|
|
|
|
| 134 |
else:
|
| 135 |
raise ValueError(f"Invalid inference type: {chosen_inference}")
|
| 136 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 137 |
except Exception as e:
|
| 138 |
print(f"✗ Couldn't load model: {e}")
|
| 139 |
raise
|
| 140 |
|
| 141 |
|
| 142 |
class ToolRegistry:
|
| 143 |
+
"""Manages tool initialization and organization."""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 144 |
|
| 145 |
@staticmethod
|
| 146 |
def load_web_tools(model, browser, text_limit=20000):
|
|
|
|
| 167 |
)
|
| 168 |
except Exception as e:
|
| 169 |
print(f"✗ Couldn't initialize image generation tool: {e}")
|
| 170 |
+
raise
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
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|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
| 171 |
|
| 172 |
|
| 173 |
# ------------------------ Agent Creation and Execution ------------------------
|
| 174 |
+
def create_agent():
|
| 175 |
+
"""Creates a fresh agent instance with properly configured tools."""
|
| 176 |
+
# Initialize model
|
| 177 |
+
model = LiteLLMModel(
|
| 178 |
+
custom_role_conversions=custom_role_conversions,
|
| 179 |
+
model_id="openrouter/google/gemini-2.0-flash-001", # currently serving:
|
| 180 |
+
) # DEEPSEEK = openrouter/perplexity/r1-1776 <--- boss model
|
| 181 |
+
|
| 182 |
+
# Initialize tools
|
| 183 |
+
text_limit = 30000
|
| 184 |
+
browser = SimpleTextBrowser(**BROWSER_CONFIG)
|
| 185 |
+
|
| 186 |
+
# Collect all tools in a single list
|
| 187 |
+
web_tools = ToolRegistry.load_web_tools(model, browser, text_limit)
|
| 188 |
+
image_generator = ToolRegistry.load_image_generation_tools()
|
| 189 |
+
|
| 190 |
+
# Combine all tools into a single list (not a tuple)
|
| 191 |
+
all_tools = [visualizer] + web_tools + [image_generator]
|
| 192 |
+
|
| 193 |
+
# Validate tools before creating agent
|
| 194 |
+
for tool in all_tools:
|
| 195 |
+
if not isinstance(tool, Tool):
|
| 196 |
+
raise ValueError(
|
| 197 |
+
f"Invalid tool type: {type(tool)}. All tools must be instances of Tool class."
|
| 198 |
+
)
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
| 199 |
|
| 200 |
+
return CodeAgent(
|
| 201 |
+
model=model,
|
| 202 |
+
tools=all_tools, # Pass a single list containing all tools
|
| 203 |
+
max_steps=10,
|
| 204 |
+
verbosity_level=1,
|
| 205 |
+
additional_authorized_imports=AUTHORIZED_IMPORTS,
|
| 206 |
+
planning_interval=4,
|
| 207 |
+
)
|
| 208 |
|
| 209 |
|
| 210 |
def stream_to_gradio(
|
| 211 |
agent,
|
| 212 |
task: str,
|
| 213 |
reset_agent_memory: bool = False,
|
| 214 |
+
additional_args: Optional[dict] = None,
|
| 215 |
):
|
| 216 |
"""Runs an agent with the given task and streams messages as Gradio ChatMessages."""
|
| 217 |
for step_log in agent.run(
|
|
|
|
| 247 |
|
| 248 |
# ------------------------ Gradio UI Components ------------------------
|
| 249 |
class GradioUI:
|
| 250 |
+
"""A one-line interface to launch your agent in Gradio."""
|
| 251 |
|
| 252 |
+
def __init__(self, file_upload_folder: str | None = None):
|
| 253 |
+
"""Initialize the Gradio UI with optional file upload functionality."""
|
| 254 |
+
self.file_upload_folder = file_upload_folder
|
|
|
|
|
|
|
| 255 |
|
| 256 |
+
if self.file_upload_folder is not None:
|
| 257 |
+
if not os.path.exists(file_upload_folder):
|
| 258 |
+
os.mkdir(file_upload_folder)
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| 259 |
|
| 260 |
def interact_with_agent(self, prompt, messages, session_state):
|
| 261 |
"""Main interaction handler with the agent."""
|
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|
| 262 |
|
| 263 |
# Get or create session-specific agent
|
| 264 |
+
if "agent" not in session_state:
|
| 265 |
+
session_state["agent"] = create_agent()
|
| 266 |
|
| 267 |
+
# Adding monitoring
|
| 268 |
try:
|
| 269 |
# Log the existence of agent memory
|
| 270 |
+
has_memory = hasattr(session_state["agent"], "memory")
|
| 271 |
print(f"Agent has memory: {has_memory}")
|
| 272 |
if has_memory:
|
| 273 |
+
print(f"Memory type: {type(session_state['agent'].memory)}")
|
| 274 |
|
| 275 |
messages.append(gr.ChatMessage(role="user", content=prompt))
|
| 276 |
yield messages
|
| 277 |
|
| 278 |
+
for msg in stream_to_gradio(
|
| 279 |
+
session_state["agent"], task=prompt, reset_agent_memory=False
|
| 280 |
+
):
|
| 281 |
messages.append(msg)
|
|
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|
| 282 |
yield messages # Yield messages after each step
|
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|
| 283 |
yield messages # Yield messages one last time
|
| 284 |
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|
| 285 |
except Exception as e:
|
|
|
|
| 286 |
print(f"Error in interaction: {str(e)}")
|
| 287 |
+
raise
|
|
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|
| 288 |
|
| 289 |
+
def upload_file(
|
| 290 |
+
self,
|
| 291 |
+
file,
|
| 292 |
+
file_uploads_log,
|
| 293 |
+
):
|
| 294 |
+
"""Handle file uploads with proper validation and security."""
|
| 295 |
if file is None:
|
| 296 |
return gr.Textbox("No file uploaded", visible=True), file_uploads_log
|
| 297 |
|
| 298 |
try:
|
| 299 |
+
mime_type, _ = mimetypes.guess_type(file.name)
|
| 300 |
+
except Exception as e:
|
| 301 |
+
return gr.Textbox(f"Error: {e}", visible=True), file_uploads_log
|
| 302 |
|
| 303 |
+
if mime_type not in ALLOWED_FILE_TYPES:
|
| 304 |
+
return gr.Textbox("File type disallowed", visible=True), file_uploads_log
|
|
|
|
|
|
|
| 305 |
|
| 306 |
+
# Sanitize file name
|
| 307 |
+
original_name = os.path.basename(file.name)
|
| 308 |
+
sanitized_name = re.sub(
|
| 309 |
+
r"[^\w\-.]", "_", original_name
|
| 310 |
+
) # Replace invalid chars with underscores
|
| 311 |
|
| 312 |
+
# Ensure the extension correlates to the mime type
|
| 313 |
+
type_to_ext = {}
|
| 314 |
+
for ext, t in mimetypes.types_map.items():
|
| 315 |
+
if t not in type_to_ext:
|
| 316 |
+
type_to_ext[t] = ext
|
| 317 |
|
| 318 |
+
# Build sanitized filename with proper extension
|
| 319 |
+
name_parts = sanitized_name.split(".")[:-1]
|
| 320 |
+
extension = type_to_ext.get(mime_type, "")
|
| 321 |
+
sanitized_name = "".join(name_parts) + extension
|
| 322 |
|
| 323 |
+
# Limit File Size, and Throw Error
|
| 324 |
+
max_file_size_mb = 50 # Define the limit
|
| 325 |
+
file_size_mb = os.path.getsize(file.name) / (1024 * 1024) # Size in MB
|
| 326 |
+
|
| 327 |
+
if file_size_mb > max_file_size_mb:
|
| 328 |
return (
|
| 329 |
+
gr.Textbox(
|
| 330 |
+
f"File size exceeds {max_file_size_mb} MB limit.", visible=True
|
| 331 |
+
),
|
| 332 |
file_uploads_log,
|
| 333 |
)
|
| 334 |
|
| 335 |
+
# Save the uploaded file to the specified folder
|
| 336 |
+
file_path = os.path.join(self.file_upload_folder, sanitized_name)
|
| 337 |
+
shutil.copy(file.name, file_path)
|
|
|
|
|
|
|
|
|
|
| 338 |
|
| 339 |
+
return gr.Textbox(
|
| 340 |
+
f"File uploaded: {file_path}", visible=True
|
| 341 |
+
), file_uploads_log + [file_path]
|
|
|
|
| 342 |
|
| 343 |
+
def log_user_message(self, text_input, file_uploads_log):
|
| 344 |
+
"""Process user message and handle file references."""
|
| 345 |
+
message = text_input
|
| 346 |
|
| 347 |
+
if len(file_uploads_log) > 0:
|
| 348 |
+
message += f"\nYou have been provided with these files, which might be helpful or not: {file_uploads_log}" # Added file list
|
|
|
|
| 349 |
|
| 350 |
return (
|
| 351 |
message,
|
| 352 |
gr.Textbox(
|
| 353 |
value="",
|
| 354 |
interactive=False,
|
| 355 |
+
placeholder="Processing...", # Changed placeholder.
|
| 356 |
),
|
| 357 |
gr.Button(interactive=False),
|
|
|
|
| 358 |
)
|
| 359 |
|
| 360 |
+
def detect_device(self, request: gr.Request):
|
| 361 |
+
"""Detect whether the user is on mobile or desktop device."""
|
| 362 |
+
if not request:
|
| 363 |
+
return "Unknown device" # Handle case where request is none.
|
| 364 |
+
|
| 365 |
+
# Method 1: Check sec-ch-ua-mobile header
|
| 366 |
+
is_mobile_header = request.headers.get("sec-ch-ua-mobile")
|
| 367 |
+
if is_mobile_header:
|
| 368 |
+
return "Mobile" if "?1" in is_mobile_header else "Desktop"
|
| 369 |
+
|
| 370 |
+
# Method 2: Check user-agent string
|
| 371 |
+
user_agent = request.headers.get("user-agent", "").lower()
|
| 372 |
+
mobile_keywords = ["android", "iphone", "ipad", "mobile", "phone"]
|
| 373 |
+
|
| 374 |
+
if any(keyword in user_agent for keyword in mobile_keywords):
|
| 375 |
+
return "Mobile"
|
| 376 |
+
|
| 377 |
+
# Method 3: Check platform
|
| 378 |
+
platform = request.headers.get("sec-ch-ua-platform", "").lower()
|
| 379 |
+
if platform:
|
| 380 |
+
if platform in ['"android"', '"ios"']:
|
| 381 |
+
return "Mobile"
|
| 382 |
+
elif platform in ['"windows"', '"macos"', '"linux"']:
|
| 383 |
+
return "Desktop"
|
| 384 |
+
|
| 385 |
+
# Default case if no clear indicators
|
| 386 |
+
return "Desktop"
|
| 387 |
+
|
| 388 |
def launch(self, **kwargs):
|
| 389 |
"""Launch the Gradio UI with responsive layout."""
|
| 390 |
+
with gr.Blocks(theme="ocean", fill_height=True) as demo:
|
| 391 |
+
# Different layouts for mobile and computer devices
|
| 392 |
+
@gr.render()
|
| 393 |
+
def layout(request: gr.Request):
|
| 394 |
+
device = self.detect_device(request)
|
| 395 |
+
print(f"device - {device}")
|
| 396 |
+
# Render layout with sidebar
|
| 397 |
+
if device == "Desktop":
|
| 398 |
+
return self._create_desktop_layout()
|
| 399 |
+
else:
|
| 400 |
+
return self._create_mobile_layout()
|
| 401 |
+
|
| 402 |
+
demo.queue(max_size=20).launch(
|
| 403 |
+
debug=True, **kwargs
|
| 404 |
+
) # Add queue with reasonable size
|
| 405 |
+
|
| 406 |
+
def _create_desktop_layout(self):
|
| 407 |
+
"""Create the desktop layout with sidebar."""
|
| 408 |
+
with gr.Blocks(fill_height=True) as sidebar_demo:
|
| 409 |
+
with gr.Sidebar():
|
| 410 |
+
gr.Markdown(
|
| 411 |
+
"""#OpenDeepResearch - 3theSmolagents!
|
| 412 |
+
Model_id: google/gemini-2.0-flash-001"""
|
| 413 |
+
)
|
| 414 |
+
with gr.Group():
|
| 415 |
+
gr.Markdown("**What's on your mind mate?**", container=True)
|
| 416 |
+
text_input = gr.Textbox(
|
| 417 |
+
lines=3,
|
| 418 |
+
label="Your request",
|
| 419 |
+
container=False,
|
| 420 |
+
placeholder="Enter your prompt here and press Shift+Enter or press the button",
|
| 421 |
)
|
| 422 |
+
launch_research_btn = gr.Button("Run", variant="primary")
|
| 423 |
+
|
| 424 |
+
# If an upload folder is provided, enable the upload feature
|
| 425 |
+
if self.file_upload_folder is not None:
|
| 426 |
+
upload_file = gr.File(label="Upload a file")
|
| 427 |
upload_status = gr.Textbox(
|
| 428 |
label="Upload Status", interactive=False, visible=False
|
| 429 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 430 |
file_uploads_log = gr.State([])
|
| 431 |
+
upload_file.change(
|
| 432 |
+
self.upload_file,
|
| 433 |
+
[upload_file, file_uploads_log],
|
| 434 |
+
[upload_status, file_uploads_log],
|
| 435 |
+
)
|
| 436 |
|
| 437 |
+
gr.HTML("<br><br><h4><center>Powered by:</center></h4>")
|
| 438 |
+
with gr.Row():
|
| 439 |
+
gr.HTML(
|
| 440 |
+
"""
|
| 441 |
+
<div style="display: flex; align-items: center; gap: 8px; font-family: system-ui, -apple-system, sans-serif;">
|
| 442 |
+
<img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/smolagents/mascot_smol.png"
|
| 443 |
+
style="width: 32px; height: 32px; object-fit: contain;" alt="logo">
|
| 444 |
+
<a target="_blank" href="https://github.com/huggingface/smolagents">
|
| 445 |
+
<b>huggingface/smolagents</b>
|
| 446 |
+
</a>
|
| 447 |
+
</div>
|
| 448 |
+
"""
|
| 449 |
)
|
| 450 |
|
| 451 |
+
# Add session state to store session-specific data
|
| 452 |
+
session_state = gr.State({}) # Initialize empty state for each session
|
| 453 |
+
stored_messages = gr.State([])
|
| 454 |
+
if "file_uploads_log" not in locals():
|
| 455 |
+
file_uploads_log = gr.State([])
|
| 456 |
+
|
| 457 |
+
chatbot = gr.Chatbot(
|
| 458 |
+
label="open-Deep-Research",
|
| 459 |
+
type="messages",
|
| 460 |
+
avatar_images=(
|
| 461 |
+
None,
|
| 462 |
+
"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/smolagents/mascot_smol.png",
|
|
|
|
|
|
|
|
|
|
|
|
|
| 463 |
),
|
| 464 |
+
resizeable=False,
|
| 465 |
+
scale=1,
|
| 466 |
+
elem_id="my-chatbot",
|
| 467 |
)
|
| 468 |
|
| 469 |
+
self._connect_event_handlers(
|
| 470 |
+
text_input,
|
| 471 |
+
launch_research_btn,
|
| 472 |
+
file_uploads_log,
|
| 473 |
+
stored_messages,
|
| 474 |
+
chatbot,
|
| 475 |
+
session_state,
|
| 476 |
+
)
|
| 477 |
+
|
| 478 |
+
return sidebar_demo
|
| 479 |
+
|
| 480 |
+
def _create_mobile_layout(self):
|
| 481 |
+
"""Create the mobile layout (simpler without sidebar)."""
|
| 482 |
+
with gr.Blocks(fill_height=True) as simple_demo:
|
| 483 |
+
gr.Markdown("""#OpenDeepResearch - free the AI agents!""")
|
| 484 |
+
# Add session state to store session-specific data
|
| 485 |
+
session_state = gr.State({})
|
| 486 |
+
stored_messages = gr.State([])
|
| 487 |
+
file_uploads_log = gr.State([])
|
| 488 |
+
|
| 489 |
+
chatbot = gr.Chatbot(
|
| 490 |
+
label="open-Deep-Research",
|
| 491 |
+
type="messages",
|
| 492 |
+
avatar_images=(
|
| 493 |
+
None,
|
| 494 |
+
"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/smolagents/mascot_smol.png",
|
| 495 |
),
|
| 496 |
+
resizeable=True,
|
| 497 |
+
scale=1,
|
| 498 |
)
|
| 499 |
|
| 500 |
+
# If an upload folder is provided, enable the upload feature
|
| 501 |
+
if self.file_upload_folder is not None:
|
| 502 |
+
upload_file = gr.File(label="Upload a file")
|
| 503 |
+
upload_status = gr.Textbox(
|
| 504 |
+
label="Upload Status", interactive=False, visible=False
|
| 505 |
+
)
|
| 506 |
+
upload_file.change(
|
| 507 |
+
self.upload_file,
|
| 508 |
+
[upload_file, file_uploads_log],
|
| 509 |
+
[upload_status, file_uploads_log],
|
| 510 |
+
)
|
| 511 |
+
|
| 512 |
+
text_input = gr.Textbox(
|
| 513 |
+
lines=1,
|
| 514 |
+
label="What's on your mind mate?",
|
| 515 |
+
placeholder="Chuck in a question and we'll take care of the rest",
|
| 516 |
)
|
| 517 |
+
launch_research_btn = gr.Button("Run", variant="primary")
|
| 518 |
|
| 519 |
+
self._connect_event_handlers(
|
| 520 |
+
text_input,
|
| 521 |
+
launch_research_btn,
|
| 522 |
+
file_uploads_log,
|
| 523 |
+
stored_messages,
|
| 524 |
+
chatbot,
|
| 525 |
+
session_state,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 526 |
)
|
| 527 |
|
| 528 |
+
return simple_demo
|
| 529 |
+
|
| 530 |
+
def _connect_event_handlers(
|
| 531 |
+
self,
|
| 532 |
+
text_input,
|
| 533 |
+
launch_research_btn,
|
| 534 |
+
file_uploads_log,
|
| 535 |
+
stored_messages,
|
| 536 |
+
chatbot,
|
| 537 |
+
session_state,
|
| 538 |
+
):
|
| 539 |
+
"""Connect the event handlers for input elements."""
|
| 540 |
+
# Connect text input submit event
|
| 541 |
+
text_input.submit(
|
| 542 |
+
self.log_user_message,
|
| 543 |
+
[text_input, file_uploads_log],
|
| 544 |
+
[stored_messages, text_input, launch_research_btn],
|
| 545 |
+
).then(
|
| 546 |
+
self.interact_with_agent,
|
| 547 |
+
[stored_messages, chatbot, session_state],
|
| 548 |
+
[chatbot],
|
| 549 |
+
).then(
|
| 550 |
+
lambda: (
|
| 551 |
+
gr.Textbox(
|
| 552 |
+
interactive=True,
|
| 553 |
+
placeholder="Enter your prompt here and press the button",
|
| 554 |
+
),
|
| 555 |
+
gr.Button(interactive=True),
|
| 556 |
+
),
|
| 557 |
+
None,
|
| 558 |
+
[text_input, launch_research_btn],
|
| 559 |
+
)
|
| 560 |
+
|
| 561 |
+
# Connect button click event
|
| 562 |
+
launch_research_btn.click(
|
| 563 |
+
self.log_user_message,
|
| 564 |
+
[text_input, file_uploads_log],
|
| 565 |
+
[stored_messages, text_input, launch_research_btn],
|
| 566 |
+
).then(
|
| 567 |
+
self.interact_with_agent,
|
| 568 |
+
[stored_messages, chatbot, session_state],
|
| 569 |
+
[chatbot],
|
| 570 |
+
).then(
|
| 571 |
+
lambda: (
|
| 572 |
+
gr.Textbox(
|
| 573 |
+
interactive=True,
|
| 574 |
+
placeholder="Enter your prompt here and press the button",
|
| 575 |
+
),
|
| 576 |
+
gr.Button(interactive=True),
|
| 577 |
+
),
|
| 578 |
+
None,
|
| 579 |
+
[text_input, launch_research_btn],
|
| 580 |
+
)
|
| 581 |
|
| 582 |
|
| 583 |
# ------------------------ Execution ------------------------
|
|
|
|
| 586 |
# Initialize environment
|
| 587 |
setup_environment()
|
| 588 |
|
| 589 |
+
# Ensure downloads folder exists
|
| 590 |
os.makedirs(f"./{BROWSER_CONFIG['downloads_folder']}", exist_ok=True)
|
| 591 |
|
| 592 |
# Launch UI
|
| 593 |
+
GradioUI(file_upload_folder="uploaded_files").launch()
|
| 594 |
|
| 595 |
|
| 596 |
if __name__ == "__main__":
|