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app.py
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| 1 |
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import gradio as gr
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| 2 |
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import requests
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| 3 |
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import base64
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| 4 |
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import os
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| 5 |
+
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| 6 |
+
# --- UI Constants ---
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| 7 |
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TITLE = "🤖 Chatbot based on Responses API by Pejman Ebrahimi"
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| 8 |
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FOOTER = "@2025 Pejman Ebrahimi - All rights reserved."
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| 9 |
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LINKS = [
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("[](https://www.linkedin.com/in/pejman-ebrahimi-4a60151a7/)", "https://www.linkedin.com/in/pejman-ebrahimi-4a60151a7/"),
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| 11 |
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("[](https://huggingface.co/arad1367)", "https://huggingface.co/arad1367"),
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| 12 |
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("[](https://arad1367.github.io/pejman-ebrahimi/)", "https://arad1367.github.io/pejman-ebrahimi/"),
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| 13 |
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("[](https://www.uni.li/pejman.ebrahimi?set_language=en)", "https://www.uni.li/pejman.ebrahimi?set_language=en"),
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]
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| 15 |
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| 16 |
+
# --- Helper Functions ---
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| 17 |
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| 18 |
+
def check_api_key(api_key):
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| 19 |
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"""Check if the provided OpenAI API key is valid by making a minimal request."""
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| 20 |
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try:
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url = "https://api.openai.com/v1/models"
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| 22 |
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headers = {"Authorization": f"Bearer {api_key}"}
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| 23 |
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r = requests.get(url, headers=headers, timeout=10)
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| 24 |
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return r.status_code == 200
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| 25 |
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except Exception:
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return False
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| 28 |
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def openai_responses_api(api_key, messages, previous_response_id=None):
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| 29 |
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"""Call OpenAI Responses API for chat or image analysis."""
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url = "https://api.openai.com/v1/responses"
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headers = {
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"Authorization": f"Bearer {api_key}",
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| 33 |
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"Content-Type": "application/json"
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| 34 |
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}
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payload = {
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"model": "gpt-4o-mini",
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"input": messages
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}
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if previous_response_id:
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payload["previous_response_id"] = previous_response_id
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| 41 |
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r = requests.post(url, headers=headers, json=payload, timeout=60)
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| 42 |
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if r.status_code == 200:
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return r.json()
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| 44 |
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else:
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raise Exception(r.json().get("error", {}).get("message", "Unknown error"))
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| 46 |
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| 47 |
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def encode_image_to_base64(image):
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| 48 |
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"""Encode uploaded image to base64 string."""
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| 49 |
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if image is None:
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| 50 |
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return None
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| 51 |
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with open(image, "rb") as f:
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| 52 |
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return base64.b64encode(f.read()).decode("utf-8")
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| 53 |
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| 54 |
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def get_iframe_code(space_url):
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| 55 |
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"""Generate iframe code for embedding."""
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| 56 |
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return f'<iframe src="{space_url}" width="100%" height="600" frameborder="0"></iframe>'
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| 57 |
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| 58 |
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# --- Gradio App Logic ---
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| 59 |
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| 60 |
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def set_api_key(api_key, state):
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| 61 |
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"""Set and validate API key in session state."""
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| 62 |
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if not api_key or not api_key.startswith("sk-"):
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| 63 |
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return gr.update(visible=True), "Please enter a valid OpenAI API key.", state
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| 64 |
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if check_api_key(api_key):
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state["api_key"] = api_key
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return gr.update(visible=False), "", state
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else:
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return gr.update(visible=True), "API key is invalid. Please try again.", state
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def chat_fn(user_message, chat_history, image, state):
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| 71 |
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"""Main chat function: handles text and optional image."""
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api_key = state.get("api_key")
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| 73 |
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if not api_key:
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return chat_history, state, gr.update(visible=True), "Please enter your OpenAI API key."
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| 75 |
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# Prepare messages for API
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messages = []
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for turn in chat_history:
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messages.append({"role": "user", "content": turn[0]})
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messages.append({"role": "assistant", "content": turn[1]})
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| 80 |
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# Add current user message
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if image is not None:
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| 82 |
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# Image attached: send as multimodal input
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| 83 |
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base64_img = encode_image_to_base64(image)
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| 84 |
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content = [
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| 85 |
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{"type": "input_text", "text": user_message or "Please describe this image."},
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| 86 |
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{"type": "input_image", "image_url": f"data:image/jpeg;base64,{base64_img}"}
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| 87 |
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]
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messages.append({"role": "user", "content": content})
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| 89 |
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else:
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messages.append({"role": "user", "content": user_message})
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| 91 |
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# Call OpenAI Responses API
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| 92 |
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try:
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response = openai_responses_api(api_key, messages)
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| 94 |
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output_text = response.get("output_text", "")
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| 95 |
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chat_history.append((user_message, output_text))
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state["previous_response_id"] = response.get("id")
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| 97 |
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return chat_history, state, gr.update(visible=False), ""
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| 98 |
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except Exception as e:
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| 99 |
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return chat_history, state, gr.update(visible=True), f"API error: {str(e)}"
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| 100 |
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| 101 |
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def image_analysis_fn(image, state):
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| 102 |
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"""Analyze uploaded image using OpenAI Responses API."""
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| 103 |
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api_key = state.get("api_key")
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| 104 |
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if not api_key:
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| 105 |
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return "", gr.update(visible=True), "Please enter your OpenAI API key."
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| 106 |
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if image is None:
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| 107 |
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return "Please upload an image.", gr.update(visible=False), ""
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| 108 |
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base64_img = encode_image_to_base64(image)
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| 109 |
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messages = [
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| 110 |
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{
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| 111 |
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"role": "user",
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| 112 |
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"content": [
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| 113 |
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{"type": "input_text", "text": "Please describe this image."},
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| 114 |
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{"type": "input_image", "image_url": f"data:image/jpeg;base64,{base64_img}"}
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| 115 |
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]
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| 116 |
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}
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| 117 |
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]
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| 118 |
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try:
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| 119 |
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response = openai_responses_api(api_key, messages)
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| 120 |
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return response.get("output_text", ""), gr.update(visible=False), ""
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| 121 |
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except Exception as e:
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| 122 |
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return f"API error: {str(e)}", gr.update(visible=True), f"API error: {str(e)}"
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| 123 |
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| 124 |
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def export_chat(chat_history):
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| 125 |
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"""Export chat history as JSON."""
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| 126 |
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import json
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| 127 |
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chat_json = []
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| 128 |
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for user, bot in chat_history:
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| 129 |
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chat_json.append({"user": user, "bot": bot})
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| 130 |
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return gr.File.update(value=("chat_history.json", json.dumps(chat_json, indent=2)), visible=True)
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| 131 |
+
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| 132 |
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def show_iframe(space_url):
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| 133 |
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"""Show iframe code for embedding."""
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| 134 |
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return get_iframe_code(space_url)
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| 135 |
+
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| 136 |
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# --- Gradio UI ---
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| 137 |
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| 138 |
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with gr.Blocks(theme=gr.themes.Soft(), css=".footer {text-align: center; font-size: 14px; color: gray;}") as demo:
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| 139 |
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# --- Header ---
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| 140 |
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gr.Markdown(f"<h1 style='text-align:center'>{TITLE}</h1>")
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| 141 |
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with gr.Row():
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| 142 |
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for md, url in LINKS:
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| 143 |
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gr.Markdown(f"<a href='{url}' target='_blank'>{md}</a>")
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| 144 |
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gr.Markdown("---")
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| 145 |
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| 146 |
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# --- API Key Modal ---
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| 147 |
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state = gr.State({"api_key": None, "previous_response_id": None})
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| 148 |
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with gr.Row(visible=True) as api_key_row:
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| 149 |
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api_key_box = gr.Textbox(label="Enter your OpenAI API Key", type="password", placeholder="sk-...", show_label=True)
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| 150 |
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api_key_btn = gr.Button("Submit")
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| 151 |
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api_key_error = gr.Markdown("", visible=False)
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| 152 |
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def _hide_api_key_row():
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| 153 |
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return gr.update(visible=False)
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| 154 |
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api_key_box.submit(set_api_key, [api_key_box, state], [api_key_row, api_key_error, state])
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| 155 |
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api_key_btn.click(set_api_key, [api_key_box, state], [api_key_row, api_key_error, state])
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| 156 |
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| 157 |
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# --- Tabs ---
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| 158 |
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with gr.Tabs():
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| 159 |
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# --- Chat Tab ---
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| 160 |
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with gr.Tab("💬 Chatbot"):
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| 161 |
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chatbot = gr.Chatbot(label="Chatbot", height=400)
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| 162 |
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with gr.Row():
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| 163 |
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user_input = gr.Textbox(label="Your message", placeholder="Type your message here...", scale=4)
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| 164 |
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image_input = gr.Image(type="filepath", label="Attach image (optional)", scale=1)
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| 165 |
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send_btn = gr.Button("Send", scale=1)
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| 166 |
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chat_error = gr.Markdown("", visible=False)
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| 167 |
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with gr.Row():
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| 168 |
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export_btn = gr.Button("Export chat as JSON")
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| 169 |
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export_file = gr.File(label="Download chat JSON", visible=False)
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| 170 |
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iframe_btn = gr.Button("Get iframe code")
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| 171 |
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iframe_code = gr.Textbox(label="Embed code", interactive=False, visible=False)
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| 172 |
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# Chat logic
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| 173 |
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send_btn.click(chat_fn, [user_input, chatbot, image_input, state], [chatbot, state, chat_error, api_key_error])
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| 174 |
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user_input.submit(chat_fn, [user_input, chatbot, image_input, state], [chatbot, state, chat_error, api_key_error])
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| 175 |
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export_btn.click(export_chat, chatbot, export_file)
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| 176 |
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iframe_btn.click(show_iframe, gr.Textbox(value="https://huggingface.co/spaces/your-space-name", visible=False), iframe_code)
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| 177 |
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# --- Image Analysis Tab ---
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| 178 |
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with gr.Tab("🖼️ Image Analysis"):
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| 179 |
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image_upload = gr.Image(type="filepath", label="Upload image")
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| 180 |
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analyze_btn = gr.Button("Analyze")
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| 181 |
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image_result = gr.Textbox(label="Analysis result", lines=4)
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| 182 |
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image_error = gr.Markdown("", visible=False)
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| 183 |
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analyze_btn.click(image_analysis_fn, [image_upload, state], [image_result, api_key_error, image_error])
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| 184 |
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| 185 |
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# --- Theme Toggle ---
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| 186 |
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gr.ThemeSwitcher()
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| 187 |
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| 188 |
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# --- Footer ---
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| 189 |
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gr.Markdown(f"<div class='footer'>{FOOTER}</div>")
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| 190 |
+
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| 191 |
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# --- Launch ---
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| 192 |
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if __name__ == "__main__":
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| 193 |
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demo.launch()
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