Ali Abdullah
commited on
Update app.py
Browse files
app.py
CHANGED
|
@@ -4,14 +4,22 @@ import mimetypes
|
|
| 4 |
import os
|
| 5 |
import threading
|
| 6 |
import uvicorn
|
|
|
|
| 7 |
|
| 8 |
-
#
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
def run_fastapi():
|
| 10 |
uvicorn.run("main:app", host="0.0.0.0", port=8000)
|
| 11 |
|
| 12 |
threading.Thread(target=run_fastapi, daemon=True).start()
|
| 13 |
|
| 14 |
-
# Backend API
|
| 15 |
FILE_API_URL = "http://127.0.0.1:8000/chat-with-file"
|
| 16 |
URL_API_URL = "http://127.0.0.1:8000/chat-with-url"
|
| 17 |
IMAGE_API_URL = "http://127.0.0.1:8000/extract-text-from-image"
|
|
@@ -19,6 +27,9 @@ AUDIO_API_URL = "http://127.0.0.1:8000/transcribe-audio"
|
|
| 19 |
|
| 20 |
chat_sessions = {"file": [], "url": []}
|
| 21 |
|
|
|
|
|
|
|
|
|
|
| 22 |
def ask_from_file(file_obj, question, session_id):
|
| 23 |
if not file_obj or not question.strip():
|
| 24 |
return "⚠️ Please upload a file and enter a question.", chat_sessions["file"]
|
|
@@ -34,7 +45,7 @@ def ask_from_file(file_obj, question, session_id):
|
|
| 34 |
context = "\n".join([f"Q: {q}\nA: {a}" for q, a in history]) + f"\nQ: {question}"
|
| 35 |
data = {"question": context}
|
| 36 |
response = requests.post(FILE_API_URL, files=files, data=data)
|
| 37 |
-
answer = response.json().get("answer", "⚠️ No answer returned.")
|
| 38 |
chat_sessions["file"].append((question, answer))
|
| 39 |
return format_chat(chat_sessions["file"]), chat_sessions["file"]
|
| 40 |
except Exception as e:
|
|
@@ -47,7 +58,7 @@ def ask_from_url(url, question, session_id):
|
|
| 47 |
history = chat_sessions["url"]
|
| 48 |
context = "\n".join([f"Q: {q}\nA: {a}" for q, a in history]) + f"\nQ: {question}"
|
| 49 |
response = requests.post(URL_API_URL, json={"url": url, "question": context})
|
| 50 |
-
answer = response.json().get("answer", "⚠️ No answer returned.")
|
| 51 |
chat_sessions["url"].append((question, answer))
|
| 52 |
return format_chat(chat_sessions["url"]), chat_sessions["url"]
|
| 53 |
except Exception as e:
|
|
@@ -58,7 +69,7 @@ def extract_text_from_image(image_path):
|
|
| 58 |
with open(image_path, "rb") as f:
|
| 59 |
files = {"file": ("image.png", f, "image/png")}
|
| 60 |
response = requests.post(IMAGE_API_URL, files=files)
|
| 61 |
-
return response.json().get("answer", "⚠️ No text extracted.")
|
| 62 |
except Exception as e:
|
| 63 |
return f"❌ Error: {str(e)}"
|
| 64 |
|
|
@@ -67,13 +78,10 @@ def transcribe_audio(audio_path):
|
|
| 67 |
with open(audio_path, "rb") as f:
|
| 68 |
files = {"file": ("audio.wav", f, "audio/wav")}
|
| 69 |
response = requests.post(AUDIO_API_URL, files=files)
|
| 70 |
-
return response.json().get("answer", "⚠️ No transcript returned.")
|
| 71 |
except Exception as e:
|
| 72 |
return f"❌ Error: {str(e)}"
|
| 73 |
|
| 74 |
-
def format_chat(history):
|
| 75 |
-
return "\n\n".join([f"\ud83d\udc64 {q}\n\ud83e\udd16 {a}" for q, a in history])
|
| 76 |
-
|
| 77 |
def clear_file_chat():
|
| 78 |
chat_sessions["file"] = []
|
| 79 |
return "", chat_sessions["file"]
|
|
@@ -122,9 +130,9 @@ h1 {
|
|
| 122 |
"""
|
| 123 |
|
| 124 |
with gr.Blocks(css=custom_css) as demo:
|
| 125 |
-
gr.Markdown("#
|
| 126 |
|
| 127 |
-
with gr.Tab("
|
| 128 |
file_input = gr.File(label="Upload File (.txt, .csv, .docx, .pdf)", file_types=[".txt", ".csv", ".docx", ".pdf"])
|
| 129 |
file_question = gr.Textbox(label="Your Question", placeholder="Ask something based on file")
|
| 130 |
file_button = gr.Button("Ask from File")
|
|
@@ -134,7 +142,7 @@ with gr.Blocks(css=custom_css) as demo:
|
|
| 134 |
file_button.click(fn=ask_from_file, inputs=[file_input, file_question, gr.State("file")], outputs=[file_output, gr.State("file")])
|
| 135 |
clear_file.click(fn=clear_file_chat, inputs=[], outputs=[file_output, gr.State("file")])
|
| 136 |
|
| 137 |
-
with gr.Tab("
|
| 138 |
url_input = gr.Textbox(label="Website URL", placeholder="https://example.com")
|
| 139 |
url_question = gr.Textbox(label="Your Question", placeholder="Ask something based on webpage")
|
| 140 |
url_button = gr.Button("Ask from URL")
|
|
@@ -144,16 +152,16 @@ with gr.Blocks(css=custom_css) as demo:
|
|
| 144 |
url_button.click(fn=ask_from_url, inputs=[url_input, url_question, gr.State("url")], outputs=[url_output, gr.State("url")])
|
| 145 |
clear_url.click(fn=clear_url_chat, inputs=[], outputs=[url_output, gr.State("url")])
|
| 146 |
|
| 147 |
-
with gr.Tab("
|
| 148 |
image_input = gr.Image(label="Upload Image", type="filepath")
|
| 149 |
image_button = gr.Button("Extract Text")
|
| 150 |
image_output = gr.Textbox(label="Extracted Text", lines=8)
|
| 151 |
image_button.click(fn=extract_text_from_image, inputs=image_input, outputs=image_output)
|
| 152 |
|
| 153 |
-
with gr.Tab("
|
| 154 |
audio_input = gr.Audio(label="Upload Audio", type="filepath")
|
| 155 |
audio_button = gr.Button("Transcribe Audio")
|
| 156 |
audio_output = gr.Textbox(label="Transcript", lines=8)
|
| 157 |
audio_button.click(fn=transcribe_audio, inputs=audio_input, outputs=audio_output)
|
| 158 |
|
| 159 |
-
demo.launch(share=
|
|
|
|
| 4 |
import os
|
| 5 |
import threading
|
| 6 |
import uvicorn
|
| 7 |
+
import re
|
| 8 |
|
| 9 |
+
# === Fix surrogate character issue ===
|
| 10 |
+
def sanitize(text):
|
| 11 |
+
if isinstance(text, str):
|
| 12 |
+
text = re.sub(r'[\uD800-\uDFFF]', '', text)
|
| 13 |
+
return text.encode("utf-8", "ignore").decode("utf-8")
|
| 14 |
+
return text
|
| 15 |
+
|
| 16 |
+
# Start FastAPI in a background thread
|
| 17 |
def run_fastapi():
|
| 18 |
uvicorn.run("main:app", host="0.0.0.0", port=8000)
|
| 19 |
|
| 20 |
threading.Thread(target=run_fastapi, daemon=True).start()
|
| 21 |
|
| 22 |
+
# Backend API endpoints
|
| 23 |
FILE_API_URL = "http://127.0.0.1:8000/chat-with-file"
|
| 24 |
URL_API_URL = "http://127.0.0.1:8000/chat-with-url"
|
| 25 |
IMAGE_API_URL = "http://127.0.0.1:8000/extract-text-from-image"
|
|
|
|
| 27 |
|
| 28 |
chat_sessions = {"file": [], "url": []}
|
| 29 |
|
| 30 |
+
def format_chat(history):
|
| 31 |
+
return "\n\n".join([f"👤 {sanitize(q)}\n🤖 {sanitize(a)}" for q, a in history])
|
| 32 |
+
|
| 33 |
def ask_from_file(file_obj, question, session_id):
|
| 34 |
if not file_obj or not question.strip():
|
| 35 |
return "⚠️ Please upload a file and enter a question.", chat_sessions["file"]
|
|
|
|
| 45 |
context = "\n".join([f"Q: {q}\nA: {a}" for q, a in history]) + f"\nQ: {question}"
|
| 46 |
data = {"question": context}
|
| 47 |
response = requests.post(FILE_API_URL, files=files, data=data)
|
| 48 |
+
answer = sanitize(response.json().get("answer", "⚠️ No answer returned."))
|
| 49 |
chat_sessions["file"].append((question, answer))
|
| 50 |
return format_chat(chat_sessions["file"]), chat_sessions["file"]
|
| 51 |
except Exception as e:
|
|
|
|
| 58 |
history = chat_sessions["url"]
|
| 59 |
context = "\n".join([f"Q: {q}\nA: {a}" for q, a in history]) + f"\nQ: {question}"
|
| 60 |
response = requests.post(URL_API_URL, json={"url": url, "question": context})
|
| 61 |
+
answer = sanitize(response.json().get("answer", "⚠️ No answer returned."))
|
| 62 |
chat_sessions["url"].append((question, answer))
|
| 63 |
return format_chat(chat_sessions["url"]), chat_sessions["url"]
|
| 64 |
except Exception as e:
|
|
|
|
| 69 |
with open(image_path, "rb") as f:
|
| 70 |
files = {"file": ("image.png", f, "image/png")}
|
| 71 |
response = requests.post(IMAGE_API_URL, files=files)
|
| 72 |
+
return sanitize(response.json().get("answer", "⚠️ No text extracted."))
|
| 73 |
except Exception as e:
|
| 74 |
return f"❌ Error: {str(e)}"
|
| 75 |
|
|
|
|
| 78 |
with open(audio_path, "rb") as f:
|
| 79 |
files = {"file": ("audio.wav", f, "audio/wav")}
|
| 80 |
response = requests.post(AUDIO_API_URL, files=files)
|
| 81 |
+
return sanitize(response.json().get("answer", "⚠️ No transcript returned."))
|
| 82 |
except Exception as e:
|
| 83 |
return f"❌ Error: {str(e)}"
|
| 84 |
|
|
|
|
|
|
|
|
|
|
| 85 |
def clear_file_chat():
|
| 86 |
chat_sessions["file"] = []
|
| 87 |
return "", chat_sessions["file"]
|
|
|
|
| 130 |
"""
|
| 131 |
|
| 132 |
with gr.Blocks(css=custom_css) as demo:
|
| 133 |
+
gr.Markdown("# 🤖 AI Chatbot with File, Web, Image, Audio & Chat History")
|
| 134 |
|
| 135 |
+
with gr.Tab("📂 Chat with File"):
|
| 136 |
file_input = gr.File(label="Upload File (.txt, .csv, .docx, .pdf)", file_types=[".txt", ".csv", ".docx", ".pdf"])
|
| 137 |
file_question = gr.Textbox(label="Your Question", placeholder="Ask something based on file")
|
| 138 |
file_button = gr.Button("Ask from File")
|
|
|
|
| 142 |
file_button.click(fn=ask_from_file, inputs=[file_input, file_question, gr.State("file")], outputs=[file_output, gr.State("file")])
|
| 143 |
clear_file.click(fn=clear_file_chat, inputs=[], outputs=[file_output, gr.State("file")])
|
| 144 |
|
| 145 |
+
with gr.Tab("🌐 Chat with Website"):
|
| 146 |
url_input = gr.Textbox(label="Website URL", placeholder="https://example.com")
|
| 147 |
url_question = gr.Textbox(label="Your Question", placeholder="Ask something based on webpage")
|
| 148 |
url_button = gr.Button("Ask from URL")
|
|
|
|
| 152 |
url_button.click(fn=ask_from_url, inputs=[url_input, url_question, gr.State("url")], outputs=[url_output, gr.State("url")])
|
| 153 |
clear_url.click(fn=clear_url_chat, inputs=[], outputs=[url_output, gr.State("url")])
|
| 154 |
|
| 155 |
+
with gr.Tab("🖼️ Extract Text from Image"):
|
| 156 |
image_input = gr.Image(label="Upload Image", type="filepath")
|
| 157 |
image_button = gr.Button("Extract Text")
|
| 158 |
image_output = gr.Textbox(label="Extracted Text", lines=8)
|
| 159 |
image_button.click(fn=extract_text_from_image, inputs=image_input, outputs=image_output)
|
| 160 |
|
| 161 |
+
with gr.Tab("🎤 Transcribe Audio"):
|
| 162 |
audio_input = gr.Audio(label="Upload Audio", type="filepath")
|
| 163 |
audio_button = gr.Button("Transcribe Audio")
|
| 164 |
audio_output = gr.Textbox(label="Transcript", lines=8)
|
| 165 |
audio_button.click(fn=transcribe_audio, inputs=audio_input, outputs=audio_output)
|
| 166 |
|
| 167 |
+
demo.launch(share=False)
|