update logic v1.1

.gitignore

@@ -0,0 +1,184 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+src/__pycache__/
+src/**/__pycache__/
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be added to the global gitignore or merged into this project gitignore.  For a PyCharm
+#  project, it is recommended to include the following:
+.idea/
+*.iws
+*.iml
+*.ipr
+
+# VS Code
+.vscode/
+
+# macOS
+.DS_Store
+
+# Windows
+Thumbs.db
+ehthumbs.db
+Desktop.ini
+
+# Project-specific
+# Virtual environment (if created locally)
+venv/
+.venv/
+
+# Local configuration files
+config.local.py
+.env.local 

README.md

@@ -1,10 +1,18 @@
 ---
+<<<<<<< HEAD
 title:  Sentiment Analysis Server
+=======
+title: MCP Sentiment Analysis Server
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 emoji: 🎭
 colorFrom: blue
 colorTo: purple
 sdk: gradio
+<<<<<<< HEAD
 sdk_version: 5.33.2
+=======
+sdk_version: "4.44.0"
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 app_file: app.py
 pinned: false
 ---
@@ -46,23 +54,36 @@ cd mcp-sentiment
 
 ### 2. Install Dependencies
 ```bash
+<<<<<<< HEAD
 python3 -m pip install -r requirements.txt
+=======
+pip install -r requirements.txt
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 ```
 
 ### 3. Download TextBlob Corpora (Optional)
 ```bash
+<<<<<<< HEAD
 python3 -c "import nltk; nltk.download('punkt'); nltk.download('brown')"
+=======
+python -c "import nltk; nltk.download('punkt'); nltk.download('brown')"
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 ```
 
 ## 🎯 Quick Start
 
 ### Run Tests
 ```bash
+<<<<<<< HEAD
 python3 app.py --mode test
+=======
+python app.py --mode test
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 ```
 
 ### Launch Web Interface
 ```bash
+<<<<<<< HEAD
 python3 app.py --mode gradio
 ```
 Visit `http://localhost:7860` to access the web interface.
@@ -76,11 +97,24 @@ Enables both web interface and MCP server functionality in a single Gradio app.
 ### Start MCP Server
 ```bash
 python3 app.py --mode mcp
+=======
+python app.py --mode gradio
+```
+Visit `http://localhost:7860` to access the web interface.
+
+### Start MCP Server
+```bash
+python app.py --mode mcp
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 ```
 
 ### Combined Mode (Default)
 ```bash
+<<<<<<< HEAD
 python3 app.py --mode combined
+=======
+python app.py --mode combined
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 ```
 Runs both MCP server and Gradio interface simultaneously.
 
@@ -90,6 +124,7 @@ Runs both MCP server and Gradio interface simultaneously.
 
 ```bash
 # Different execution modes
+<<<<<<< HEAD
 python3 app.py --mode mcp                    # MCP server only
 python3 app.py --mode gradio                 # Web interface only
 python3 app.py --mode combined               # Both services (default)
@@ -103,6 +138,20 @@ python3 app.py --mode gradio --mcp-server    # Enable MCP server in Gradio
 
 # Logging control
 python3 app.py --log-level DEBUG             # Detailed logging
+=======
+python app.py --mode mcp                    # MCP server only
+python app.py --mode gradio                 # Web interface only
+python app.py --mode combined               # Both services (default)
+python app.py --mode test                   # Run functionality tests
+
+# Gradio customization
+python app.py --mode gradio --port 8080     # Custom port
+python app.py --mode gradio --share         # Enable public sharing
+python app.py --mode gradio --debug         # Debug mode
+
+# Logging control
+python app.py --log-level DEBUG             # Detailed logging
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 ```
 
 ### Python API Usage
@@ -164,6 +213,7 @@ The server provides these MCP tools:
 }
 ```
 
+<<<<<<< HEAD
 ## 🔗 Gradio MCP Server Integration
 
 The Gradio web interface can also serve as an MCP server, providing API endpoints that correspond to each sentiment analysis function. This allows the same interface to serve both human users through the web UI and AI models through the MCP protocol.
@@ -216,6 +266,8 @@ curl -X POST http://localhost:7860/api/health_check \
   -d '{}'
 ```
 
+=======
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 ## 🏗️ Architecture
 
 ### Project Structure
@@ -253,7 +305,10 @@ mcp-sentiment/
 # Optional configuration
 export MCP_LOG_LEVEL=INFO
 export GRADIO_SERVER_PORT=7860
+<<<<<<< HEAD
 export GRADIO_MCP_SERVER=true              # Enable MCP server in Gradio interface
+=======
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 export TRANSFORMERS_CACHE=/path/to/cache
 ```
 

app.py

@@ -253,10 +253,13 @@ Examples:
   python app.py --mode test                   # Run tests
   python app.py --mode gradio --port 8080     # Custom port
   python app.py --mode gradio --share         # Public sharing
+<<<<<<< HEAD
   python app.py --mode gradio --mcp-server    # Gradio with MCP server
   
 Environment Variables:
   GRADIO_MCP_SERVER=true                      # Enable MCP server in Gradio
+=======
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
         """
     )
     
@@ -300,12 +303,15 @@ Environment Variables:
         help="Enable debug mode"
     )
     
+<<<<<<< HEAD
     parser.add_argument(
         "--mcp-server",
         action="store_true",
         help="Enable MCP server functionality in Gradio interface"
     )
     
+=======
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
     return parser.parse_args()
 
 
@@ -336,8 +342,12 @@ async def main() -> None:
                 "server_name": args.host,
                 "server_port": args.port,
                 "share": args.share,
+<<<<<<< HEAD
                 "debug": args.debug,
                 "mcp_server": args.mcp_server
+=======
+                "debug": args.debug
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
             }
             runner.run_gradio_interface(**gradio_kwargs)
             
@@ -346,8 +356,12 @@ async def main() -> None:
                 "server_name": args.host,
                 "server_port": args.port,
                 "share": args.share,
+<<<<<<< HEAD
                 "debug": args.debug,
                 "mcp_server": args.mcp_server
+=======
+                "debug": args.debug
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
             }
             await runner.run_combined(**gradio_kwargs)
             

src/gradio_interface.py

@@ -9,7 +9,10 @@ real-time analysis, confidence visualization, and history tracking.
 import asyncio
 import logging
 import json
+<<<<<<< HEAD
 import os
+=======
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 from typing import Dict, Any, List, Tuple, Optional
 from datetime import datetime
 import pandas as pd
@@ -24,7 +27,10 @@ except ImportError:
     logging.error("Gradio not available. Install with: pip install gradio")
 
 from .sentiment_analyzer import get_analyzer, SentimentResult, SentimentLabel
+<<<<<<< HEAD
 from .tools import list_tools
+=======
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
 
 
 class SentimentHistory:
@@ -224,10 +230,13 @@ class GradioInterface:
             def get_backend_info() -> str:
                 return asyncio.run(self._get_backend_info_async())
             
+<<<<<<< HEAD
             def get_mcp_schema() -> str:
                 """Get MCP tools schema as JSON."""
                 return asyncio.run(self._get_mcp_schema_async())
             
+=======
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
             # Example texts
             examples = [
                 "I absolutely love this new feature! It's incredible and makes everything so much easier.",
@@ -495,6 +504,7 @@ class GradioInterface:
             </div>
             """
     
+<<<<<<< HEAD
     async def _get_mcp_schema_async(self) -> str:
         """Get MCP tools schema as formatted JSON."""
         try:
@@ -518,16 +528,21 @@ class GradioInterface:
                 "error_type": type(e).__name__
             }, indent=2)
     
+=======
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
     def launch(self, **kwargs) -> None:
         if not self.interface:
             raise RuntimeError("Interface not initialized")
         
+<<<<<<< HEAD
         # Check for MCP server mode from environment variable or parameter
         mcp_server_enabled = (
             kwargs.get("mcp_server", False) or 
             os.getenv("GRADIO_MCP_SERVER", "").lower() in ("true", "1", "yes", "on")
         )
         
+=======
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
         launch_params = {
             "server_name": "0.0.0.0",
             "server_port": 7860,
@@ -537,6 +552,7 @@ class GradioInterface:
             "quiet": False
         }
         
+<<<<<<< HEAD
         # Add MCP server parameter if enabled
         if mcp_server_enabled:
             launch_params["mcp_server"] = True
@@ -547,6 +563,11 @@ class GradioInterface:
         self.logger.info(f"Launching Gradio interface on {launch_params['server_name']}:{launch_params['server_port']}")
         if mcp_server_enabled:
             self.logger.info("Gradio interface will also serve as MCP server with API endpoints")
+=======
+        launch_params.update(kwargs)
+        
+        self.logger.info(f"Launching Gradio interface on {launch_params['server_name']}:{launch_params['server_port']}")
+>>>>>>> 6c0a877e212b959072c8948b934d212c97a3c597
         
         try:
             self.interface.launch(**launch_params)