diff --git a/.gradio/certificate.pem b/.gradio/certificate.pem new file mode 100644 index 0000000000000000000000000000000000000000..b85c8037f6b60976b2546fdbae88312c5246d9a3 --- /dev/null +++ b/.gradio/certificate.pem @@ -0,0 +1,31 @@ +-----BEGIN CERTIFICATE----- +MIIFazCCA1OgAwIBAgIRAIIQz7DSQONZRGPgu2OCiwAwDQYJKoZIhvcNAQELBQAw +TzELMAkGA1UEBhMCVVMxKTAnBgNVBAoTIEludGVybmV0IFNlY3VyaXR5IFJlc2Vh +cmNoIEdyb3VwMRUwEwYDVQQDEwxJU1JHIFJvb3QgWDEwHhcNMTUwNjA0MTEwNDM4 +WhcNMzUwNjA0MTEwNDM4WjBPMQswCQYDVQQGEwJVUzEpMCcGA1UEChMgSW50ZXJu +ZXQgU2VjdXJpdHkgUmVzZWFyY2ggR3JvdXAxFTATBgNVBAMTDElTUkcgUm9vdCBY +MTCCAiIwDQYJKoZIhvcNAQEBBQADggIPADCCAgoCggIBAK3oJHP0FDfzm54rVygc +h77ct984kIxuPOZXoHj3dcKi/vVqbvYATyjb3miGbESTtrFj/RQSa78f0uoxmyF+ +0TM8ukj13Xnfs7j/EvEhmkvBioZxaUpmZmyPfjxwv60pIgbz5MDmgK7iS4+3mX6U +A5/TR5d8mUgjU+g4rk8Kb4Mu0UlXjIB0ttov0DiNewNwIRt18jA8+o+u3dpjq+sW +T8KOEUt+zwvo/7V3LvSye0rgTBIlDHCNAymg4VMk7BPZ7hm/ELNKjD+Jo2FR3qyH +B5T0Y3HsLuJvW5iB4YlcNHlsdu87kGJ55tukmi8mxdAQ4Q7e2RCOFvu396j3x+UC +B5iPNgiV5+I3lg02dZ77DnKxHZu8A/lJBdiB3QW0KtZB6awBdpUKD9jf1b0SHzUv +KBds0pjBqAlkd25HN7rOrFleaJ1/ctaJxQZBKT5ZPt0m9STJEadao0xAH0ahmbWn +OlFuhjuefXKnEgV4We0+UXgVCwOPjdAvBbI+e0ocS3MFEvzG6uBQE3xDk3SzynTn +jh8BCNAw1FtxNrQHusEwMFxIt4I7mKZ9YIqioymCzLq9gwQbooMDQaHWBfEbwrbw +qHyGO0aoSCqI3Haadr8faqU9GY/rOPNk3sgrDQoo//fb4hVC1CLQJ13hef4Y53CI +rU7m2Ys6xt0nUW7/vGT1M0NPAgMBAAGjQjBAMA4GA1UdDwEB/wQEAwIBBjAPBgNV +HRMBAf8EBTADAQH/MB0GA1UdDgQWBBR5tFnme7bl5AFzgAiIyBpY9umbbjANBgkq +hkiG9w0BAQsFAAOCAgEAVR9YqbyyqFDQDLHYGmkgJykIrGF1XIpu+ILlaS/V9lZL +ubhzEFnTIZd+50xx+7LSYK05qAvqFyFWhfFQDlnrzuBZ6brJFe+GnY+EgPbk6ZGQ +3BebYhtF8GaV0nxvwuo77x/Py9auJ/GpsMiu/X1+mvoiBOv/2X/qkSsisRcOj/KK +NFtY2PwByVS5uCbMiogziUwthDyC3+6WVwW6LLv3xLfHTjuCvjHIInNzktHCgKQ5 +ORAzI4JMPJ+GslWYHb4phowim57iaztXOoJwTdwJx4nLCgdNbOhdjsnvzqvHu7Ur +TkXWStAmzOVyyghqpZXjFaH3pO3JLF+l+/+sKAIuvtd7u+Nxe5AW0wdeRlN8NwdC +jNPElpzVmbUq4JUagEiuTDkHzsxHpFKVK7q4+63SM1N95R1NbdWhscdCb+ZAJzVc +oyi3B43njTOQ5yOf+1CceWxG1bQVs5ZufpsMljq4Ui0/1lvh+wjChP4kqKOJ2qxq +4RgqsahDYVvTH9w7jXbyLeiNdd8XM2w9U/t7y0Ff/9yi0GE44Za4rF2LN9d11TPA +mRGunUHBcnWEvgJBQl9nJEiU0Zsnvgc/ubhPgXRR4Xq37Z0j4r7g1SgEEzwxA57d +emyPxgcYxn/eR44/KJ4EBs+lVDR3veyJm+kXQ99b21/+jh5Xos1AnX5iItreGCc= +-----END CERTIFICATE----- diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..ce6ada9b8b739f7a406f10a19a930093925b26f6 --- /dev/null +++ b/README.md @@ -0,0 +1,45 @@ +# Omni API Gradio UI + +A Gradio-based user interface for the Omni API that supports text, PDF, image, and audio file processing. + +## Features + +- Text input for chat messages +- Multiple file upload support (PDF, images, audio) +- Configurable API base URL +- Real-time response display +- File ordering for multi-modal requests + +## Installation + +```bash +# Install dependencies +uv sync + +# Run the application +uv run python app.py +``` + +### Development Mode (with auto-reload) + +For development, you can use the auto-reload feature that will automatically restart the app when files change: + +```bash +uv run python dev.py +``` + +This will monitor for changes in Python files, Markdown files, and TOML configuration files, automatically restarting the Gradio app when any of these files are modified. + +## Usage + +1. Configure the API base URL (defaults to https://api-omni.modelharbor.com) +2. Enter your text message +3. Upload files in the desired order (optional) +4. Click "Send Request" to interact with the API +5. View the response in the right panel + +## Supported File Types + +- **PDFs**: Document processing +- **Images**: JPG, PNG, GIF, BMP, WEBP +- **Audio**: MP3, WAV, M4A, FLAC, OGG \ No newline at end of file diff --git a/__pycache__/app.cpython-311.pyc b/__pycache__/app.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..592c3e4a58ad111bfc286a2c0a508fa0b23b27ff Binary files /dev/null and b/__pycache__/app.cpython-311.pyc differ diff --git a/app.py b/app.py new file mode 100644 index 0000000000000000000000000000000000000000..f8dbda4702ec1b9d44602a0a49033574b7646861 --- /dev/null +++ b/app.py @@ -0,0 +1,462 @@ +import gradio as gr +import requests +import json +import base64 +import os +from typing import List, Optional, Tuple, Any +import mimetypes + +class OmniAPIClient: + """Client for interacting with the Omni API""" + + def __init__(self, base_url: str = "https://api.modelharbor.com"): + self.base_url = base_url.rstrip('/') + self.chat_endpoint = f"{self.base_url}/v1/chat/completions" + self.models_endpoint = f"{self.base_url}/v1/models" + + def encode_file_to_base64(self, file_path: str) -> str: + """Encode file to base64 string""" + with open(file_path, "rb") as file: + return base64.b64encode(file.read()).decode('utf-8') + + def get_mime_type(self, file_path: str) -> str: + """Get MIME type of file""" + mime_type, _ = mimetypes.guess_type(file_path) + return mime_type or "application/octet-stream" + + def create_file_content(self, file_path: str, file_type: str) -> dict: + """Create file content object based on API format""" + file_name = os.path.basename(file_path) + mime_type = self.get_mime_type(file_path) + + # Check if the file is an image + if mime_type and mime_type.startswith('image/'): + # Handle images with the new format + file_data_b64 = self.encode_file_to_base64(file_path) + return { + "type": "image_url", + "image_url": { + "url": f"data:{mime_type};base64,{file_data_b64}" + } + } + else: + # Handle other files with existing logic + file_data_b64 = self.encode_file_to_base64(file_path) + return { + "type": "file", + "file": { + "filename": file_name, + "file_data": f"data:{mime_type};base64,{file_data_b64}" + } + } + + def build_message_content(self, text: str, files: List[str]) -> List[dict]: + """Build message content with text and files""" + content_parts = [] + + # Add text content first + if text.strip(): + content_parts.append({ + "type": "text", + "text": text + }) + + # Add files in order + for file_path in files: + if file_path and os.path.exists(file_path): + file_content = self.create_file_content(file_path, "file") + content_parts.append(file_content) + + return content_parts + + def get_available_models(self, api_key: str = "") -> Tuple[bool, List[str]]: + """Fetch available models from the API""" + try: + # print(f"DEBUG: Fetching models from: {self.models_endpoint}") # Debug line (commented out) + headers = {"Content-Type": "application/json"} + if api_key: + headers["Authorization"] = f"Bearer {api_key}" + + response = requests.get( + self.models_endpoint, + headers=headers, + timeout=10 + ) + + if response.status_code == 200: + try: + data = response.json() + # Handle different response formats + if "data" in data and isinstance(data["data"], list): + # OpenAI-style format: {"data": [{"id": "model1"}, {"id": "model2"}]} + models = [model.get("id", "") for model in data["data"] if model.get("id")] + elif "models" in data and isinstance(data["models"], list): + # Custom format: {"models": ["model1", "model2"]} + models = data["models"] + elif isinstance(data, list): + # Direct list format: ["model1", "model2"] + models = data + else: + # Fallback: try to extract any string values + models = [] + if isinstance(data, dict): + for key, value in data.items(): + if isinstance(value, list): + models.extend([str(item) for item in value if item]) + + return True, models if models else ["qwen/qwen3-235b-a22b-instruct-2507"] # fallback model + except json.JSONDecodeError: + return False, ["qwen/qwen3-235b-a22b-instruct-2507"] + else: + return False, ["qwen/qwen3-235b-a22b-instruct-2507"] + + except (requests.exceptions.Timeout, requests.exceptions.ConnectionError): + return False, ["qwen/qwen3-235b-a22b-instruct-2507"] + except Exception: + return False, ["qwen/qwen3-235b-a22b-instruct-2507"] + + def send_chat_completion(self, text: str, files: List[str], api_key: str = "", model: str = "qwen/qwen3-235b-a22b-instruct-2507", max_tokens: int = 16384, stream: bool = False) -> Tuple[bool, Any]: + """Send chat completion request to the API""" + try: + # Build message content + content_parts = self.build_message_content(text, files) + + # If no content parts, return error + if not content_parts: + return False, {"error": "No text or valid files provided"} + + # Build request payload + payload = { + "model": model, + "messages": [ + { + "role": "user", + "content": content_parts + } + ], + "max_tokens": max_tokens, + "stream": stream + } + + # Build headers + headers = { + "Content-Type": "application/json" + } + + if api_key: + headers["Authorization"] = f"Bearer {api_key}" + + # Send request + response = requests.post( + self.chat_endpoint, + json=payload, + headers=headers, + timeout=60 + ) + + # Check response + if response.status_code == 200: + try: + response_data = response.json() + return True, response_data + except json.JSONDecodeError: + return False, {"error": "Invalid JSON response", "raw_response": response.text} + else: + try: + error_data = response.json() + return False, {"error": f"API Error ({response.status_code})", "details": error_data} + except json.JSONDecodeError: + return False, {"error": f"HTTP {response.status_code}", "raw_response": response.text} + + except requests.exceptions.Timeout: + return False, {"error": "Request timeout"} + except requests.exceptions.ConnectionError: + return False, {"error": "Connection error"} + except Exception as e: + return False, {"error": f"Unexpected error: {str(e)}"} + + +def create_ui(): + """Create the Gradio UI""" + + def fetch_models(base_url, api_key): + """Fetch available models from the API""" + if not base_url: + return gr.Dropdown(choices=["qwen/qwen3-235b-a22b-instruct-2507"], value="qwen/qwen3-235b-a22b-instruct-2507") + + try: + client = OmniAPIClient(base_url) + success, models = client.get_available_models(api_key) + + if success and models: + return gr.Dropdown(choices=models, value=models[0] if models else "qwen/qwen3-235b-a22b-instruct-2507") + else: + return gr.Dropdown(choices=["qwen/qwen3-235b-a22b-instruct-2507"], value="qwen/qwen3-235b-a22b-instruct-2507") + except Exception: + return gr.Dropdown(choices=["qwen/qwen3-235b-a22b-instruct-2507"], value="qwen/qwen3-235b-a22b-instruct-2507") + + def send_request(base_url, api_key, model, max_tokens, text, files): + """Handle request submission""" + try: + # Validate inputs + if not base_url: + return "❌ Base URL is required", "" + + if not text.strip() and not files: + return "❌ Please provide either text or upload files", "" + + # Create client + client = OmniAPIClient(base_url) + + # Filter out None/empty files - handle various file input states + valid_files = [] + if files is not None: + # Handle single file or list of files + if isinstance(files, list): + valid_files = [f.name for f in files if f is not None and hasattr(f, 'name')] + elif hasattr(files, 'name'): + # Single file object + valid_files = [files.name] + + # Send request + success, response = client.send_chat_completion( + text=text, + files=valid_files, + api_key=api_key, + model=model, + max_tokens=max_tokens + ) + + if success: + # Format successful response + formatted_response = json.dumps(response, indent=2) + + # Extract the assistant's reply if available + if "choices" in response and len(response["choices"]) > 0: + choice = response["choices"][0] + if "message" in choice and "content" in choice["message"]: + # Check if model contains 'typhoon' + if "typhoon" in model.lower(): + try: + # Try to get natural_text first + assistant_reply = choice["message"]["content"]["natural_text"] + except (KeyError, TypeError): + # Fallback to content if natural_text is not available + assistant_reply = choice["message"]["content"] + else: + assistant_reply = choice["message"]["content"] + + status = f"✅ Request successful\n\n**Assistant Reply:**\n{assistant_reply}" + else: + status = "✅ Request successful" + else: + status = "✅ Request successful" + + return status, formatted_response + else: + # Format error response + error_response = json.dumps(response, indent=2) + return f"❌ Request failed", error_response + + except Exception as e: + return f"❌ Error: {str(e)}", "" + + def clear_form(): + """Clear all form inputs""" + return "", "", "", None + + # Custom CSS for better layout + css = """ + .gradio-container { + max-width: 1200px; + } + .config-panel { + background-color: #f8f9fa; + border-radius: 8px; + padding: 15px; + margin-bottom: 20px; + } + .input-panel { + border-right: 1px solid #e0e0e0; + padding-right: 20px; + } + .output-panel { + padding-left: 20px; + } + """ + + with gr.Blocks(css=css, title="Omni API Chat Interface") as interface: + gr.Markdown("# 🤖 Omni API Chat Interface") + gr.Markdown("Interact with the Omni API using text, PDFs, images, and audio files") + + # Configuration section + with gr.Group(elem_classes=["config-panel"]): + gr.Markdown("## ⚙️ Configuration") + with gr.Row(): + base_url = gr.Textbox( + label="API Base URL", + value="https://api.modelharbor.com", + placeholder="https://api.modelharbor.com" + ) + api_key = gr.Textbox( + label="API Key (Optional)", + type="password", + placeholder="Enter your API key if required" + ) + + with gr.Row(): + with gr.Column(scale=3): + model = gr.Dropdown( + label="Model", + choices=["qwen/qwen3-235b-a22b-instruct-2507"], + value="qwen/qwen3-235b-a22b-instruct-2507", + interactive=True + ) + with gr.Column(scale=1): + refresh_models_btn = gr.Button("🔄", size="sm") + with gr.Column(scale=2): + max_tokens = gr.Number( + label="Max Tokens", + value=16384, + minimum=1, + maximum=32000 + ) + + # Main interface + with gr.Row(): + # Input panel (left side) + with gr.Column(scale=1, elem_classes=["input-panel"]): + gr.Markdown("## 📝 Input") + + text_input = gr.Textbox( + label="Your Message", + placeholder="Type your message here...", + lines=5 + ) + + file_upload = gr.File( + label="Upload Files", + file_count="multiple", + file_types=[ + ".pdf", ".jpg", ".jpeg", ".png", ".gif", ".bmp", ".webp", + ".mp3", ".wav", ".m4a", ".flac", ".ogg" + ] + ) + + with gr.Row(): + send_btn = gr.Button("🚀 Send Request", variant="primary", size="lg") + clear_btn = gr.Button("🗑️ Clear", variant="secondary") + + # Output panel (right side) + with gr.Column(scale=1, elem_classes=["output-panel"]): + gr.Markdown("## 📤 Response") + + status_output = gr.Textbox( + label="Status", + placeholder="Response status will appear here...", + lines=8, + max_lines=15, + interactive=False + ) + + response_output = gr.Code( + label="Raw Response", + language="json", + interactive=False + ) + + # Example section + with gr.Accordion("📚 Usage Examples", open=False): + gr.Markdown(""" + ### Example Requests: + + **Text Only:** + - Message: "Hello, how are you?" + - Files: None + + **PDF Analysis:** + - Message: "Please summarize this document" + - Files: document.pdf + + **Image OCR:** + - Message: "Extract text from this image" + - Files: receipt.jpg + + **Audio Transcription:** + - Message: "Transcribe this audio file" + - Files: meeting.mp3 + + **Multi-modal:** + - Message: "Analyze these files and provide insights" + - Files: report.pdf, chart.png, recording.wav + + ### Supported File Types: + - **PDFs**: .pdf + - **Images**: .jpg, .jpeg, .png, .gif, .bmp, .webp + - **Audio**: .mp3, .wav, .m4a, .flac, .ogg + """) + + # Event handlers + send_btn.click( + fn=send_request, + inputs=[base_url, api_key, model, max_tokens, text_input, file_upload], + outputs=[status_output, response_output] + ) + + clear_btn.click( + fn=clear_form, + outputs=[text_input, status_output, response_output, file_upload] + ) + + # Refresh models when button is clicked + refresh_models_btn.click( + fn=fetch_models, + inputs=[base_url, api_key], + outputs=[model] + ) + + # Auto-refresh models when base URL changes + base_url.blur( + fn=fetch_models, + inputs=[base_url, api_key], + outputs=[model] + ) + + # Auto-refresh models when API key changes + api_key.blur( + fn=fetch_models, + inputs=[base_url, api_key], + outputs=[model] + ) + + # Allow Enter key to submit (when text input is focused) + text_input.submit( + fn=send_request, + inputs=[base_url, api_key, model, max_tokens, text_input, file_upload], + outputs=[status_output, response_output] + ) + + # Preload models when interface loads + interface.load( + fn=fetch_models, + inputs=[base_url, api_key], + outputs=[model] + ) + + return interface + + +if __name__ == "__main__": + # Create and launch the interface + demo = create_ui() + + # Launch with custom settings + demo.launch( + server_name="127.0.0.1", # Use localhost instead of 0.0.0.0 + server_port=7890, # Use different port to avoid conflicts + share=False, # Set to True to create public link + debug=True, # Disable debug mode to reduce console errors + show_error=True, # Show detailed error messages + inbrowser=True, # Auto-open in browser + prevent_thread_lock=False # Ensure proper threading + ) \ No newline at end of file diff --git a/dev.py b/dev.py new file mode 100644 index 0000000000000000000000000000000000000000..2da087ef34bafb444ed6d28256655f7d206982cf --- /dev/null +++ b/dev.py @@ -0,0 +1,77 @@ +#!/usr/bin/env python3 +""" +Development script for auto-reloading the Gradio app when files change. +""" + +import sys +import subprocess +import time +import os +from pathlib import Path +from watchdog.observers import Observer +from watchdog.events import FileSystemEventHandler + +class ReloadHandler(FileSystemEventHandler): + def __init__(self, command): + self.command = command + self.process = None + self.restart() + + def on_modified(self, event): + if event.is_directory: + return + + # Only restart for Python files and specific app files + if event.src_path.endswith(('.py', '.md', '.toml')): + print(f"Detected change in {event.src_path}") + self.restart() + + def restart(self): + # Terminate the existing process if it exists + if self.process: + print("Terminating existing process...") + self.process.terminate() + try: + self.process.wait(timeout=5) + except subprocess.TimeoutExpired: + self.process.kill() + + # Start a new process + print("Starting Gradio app...") + self.process = subprocess.Popen(self.command, shell=True) + +def main(): + # Get the directory of this script + script_dir = Path(__file__).parent.absolute() + + # Command to run the Gradio app + command = "uv run python app.py" + + # Create the event handler and observer + event_handler = ReloadHandler(command) + observer = Observer() + observer.schedule(event_handler, script_dir, recursive=True) + + print("Watching for file changes...") + print("Press Ctrl+C to stop.") + + # Start the observer + observer.start() + + try: + while True: + time.sleep(1) + except KeyboardInterrupt: + print("\nStopping...") + observer.stop() + if event_handler.process: + event_handler.process.terminate() + try: + event_handler.process.wait(timeout=5) + except subprocess.TimeoutExpired: + event_handler.process.kill() + + observer.join() + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000000000000000000000000000000000000..cbd7aa3b1d5e02c8a53fd558b69cc5a50a7febf6 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,26 @@ +[project] +name = "omni-api-ui" +version = "0.1.0" +description = "Gradio UI for Omni API" +readme = "README.md" +requires-python = ">=3.8" +dependencies = [ + "gradio>=4.0.0", + "requests>=2.31.0", + "python-multipart>=0.0.6", + 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