Create app.py
Browse files
app.py
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| 1 |
+
import os
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| 2 |
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import time
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| 3 |
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import json
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| 4 |
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import base64
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| 5 |
+
from datetime import datetime
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| 6 |
+
import gradio as gr
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| 7 |
+
from google import genai
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| 8 |
+
from google.genai import types
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| 9 |
+
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| 10 |
+
# ── Gemini Client Setup ──
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| 11 |
+
api_key = os.environ.get("GEMINI_API_KEY", "")
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| 12 |
+
client = genai.Client(api_key=api_key) if api_key else None
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| 13 |
+
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| 14 |
+
# ── Mock Data & Configuration ──
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| 15 |
+
SUBJECTS = [
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| 16 |
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{"id": "math", "label": "Mathematics", "emoji": "📐", "description": "Algebra, Calculus, Geometry & more"},
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| 17 |
+
{"id": "science", "label": "Science", "emoji": "🔬", "description": "Physics, Chemistry, Biology & more"},
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| 18 |
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{"id": "history", "label": "History", "emoji": "🏛️", "description": "World events, civilizations & culture"},
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| 19 |
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{"id": "literature", "label": "Literature", "emoji": "📖", "description": "Essays, poetry, novels & analysis"},
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| 20 |
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{"id": "geography", "label": "Geography", "emoji": "🌍", "description": "Maps, climate, human geography"},
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| 21 |
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{"id": "cs", "label": "Computer Science", "emoji": "💻", "description": "Algorithms, data structures & coding"},
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| 22 |
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]
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| 23 |
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| 24 |
+
SUGGESTIONS = {
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| 25 |
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"math": ["Explain the quadratic formula", "What is a derivative?", "How do matrices work?"],
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| 26 |
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"science": ["Explain Newton's third law", "What is DNA replication?", "How does nuclear fusion work?"],
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| 27 |
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"history": ["What caused WWI?", "Explain the French Revolution", "Who was Genghis Khan?"],
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| 28 |
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"literature": ["Analyse Hamlet's soliloquy", "What is a metaphor?", "Explain stream of consciousness"],
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| 29 |
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"geography": ["What causes earthquakes?", "Explain plate tectonics", "What is the water cycle?"],
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| 30 |
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"cs": ["Explain Big O notation", "What is recursion?", "How does a hash table work?"],
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| 31 |
+
}
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| 32 |
+
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| 33 |
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def get_greeting():
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| 34 |
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h = datetime.now().hour
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| 35 |
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if h < 12: return "Good morning 👋"
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| 36 |
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elif h < 17: return "Good afternoon 👋"
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| 37 |
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else: return "Good evening 👋"
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| 38 |
+
|
| 39 |
+
# ── Gemini Stream & Logic Functions ──
|
| 40 |
+
def predict(message, history, subject_id, file_input):
|
| 41 |
+
if not client:
|
| 42 |
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yield "⚠️ Please configure GEMINI_API_KEY in your Hugging Face Space secrets."
|
| 43 |
+
return
|
| 44 |
+
|
| 45 |
+
subj = next((s["label"] for s in SUBJECTS if s["id"] == subject_id), "General Studies")
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| 46 |
+
system_instruction = f"You are an expert AI Tutor specializing in {subj}. Help the student understand concepts clearly."
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| 47 |
+
|
| 48 |
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formatted_contents = []
|
| 49 |
+
for turn in history:
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| 50 |
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formatted_contents.append(types.Content(role="user", parts=[types.Part.from_text(turn[0])]))
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| 51 |
+
formatted_contents.append(types.Content(role="model", parts=[types.Part.from_text(turn[1])]))
|
| 52 |
+
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| 53 |
+
current_parts = [types.Part.from_text(message)]
|
| 54 |
+
|
| 55 |
+
if file_input is not None:
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| 56 |
+
try:
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| 57 |
+
with open(file_input.name, "rb") as f:
|
| 58 |
+
pdf_bytes = f.read()
|
| 59 |
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current_parts.append(
|
| 60 |
+
types.Part.from_bytes(
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| 61 |
+
data=pdf_bytes,
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| 62 |
+
mime_type="application/pdf"
|
| 63 |
+
)
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| 64 |
+
)
|
| 65 |
+
except Exception as e:
|
| 66 |
+
yield f"Error reading PDF file: {str(e)}"
|
| 67 |
+
return
|
| 68 |
+
|
| 69 |
+
formatted_contents.append(types.Content(role="user", parts=current_parts))
|
| 70 |
+
|
| 71 |
+
try:
|
| 72 |
+
response_stream = client.models.generate_content_stream(
|
| 73 |
+
model='gemini-2.5-flash',
|
| 74 |
+
contents=formatted_contents,
|
| 75 |
+
config=types.GenerateContentConfig(
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| 76 |
+
system_instruction=system_instruction,
|
| 77 |
+
temperature=0.7,
|
| 78 |
+
)
|
| 79 |
+
)
|
| 80 |
+
|
| 81 |
+
partial_message = ""
|
| 82 |
+
for chunk in response_stream:
|
| 83 |
+
if chunk.text:
|
| 84 |
+
partial_message += chunk.text
|
| 85 |
+
yield partial_message
|
| 86 |
+
except Exception as e:
|
| 87 |
+
yield f"An error occurred: {str(e)}"
|
| 88 |
+
|
| 89 |
+
# ── Dynamic Features Generators ──
|
| 90 |
+
def generate_quiz(subject_id):
|
| 91 |
+
subj = next((s["label"] for s in SUBJECTS if s["id"] == subject_id), "General Studies")
|
| 92 |
+
if not client: return "API key missing."
|
| 93 |
+
prompt = f"Generate a 3-question multiple choice quiz about {subj} with answers at the bottom. Format beautifully with markdown."
|
| 94 |
+
response = client.models.generate_content(model='gemini-2.5-flash', contents=prompt)
|
| 95 |
+
return response.text
|
| 96 |
+
|
| 97 |
+
def generate_notes(history, subject_id):
|
| 98 |
+
subj = next((s["label"] for s in SUBJECTS if s["id"] == subject_id), "General Studies")
|
| 99 |
+
if not client: return "API key missing."
|
| 100 |
+
prompt = f"Based on this study history for {subj}: {str(history)}. Create highly structured, clean summary revision notes with key bullet points."
|
| 101 |
+
response = client.models.generate_content(model='gemini-2.5-flash', contents=prompt)
|
| 102 |
+
return response.text
|
| 103 |
+
|
| 104 |
+
def generate_flashcards(history, subject_id):
|
| 105 |
+
subj = next((s["label"] for s in SUBJECTS if s["id"] == subject_id), "General Studies")
|
| 106 |
+
if not client: return "API key missing."
|
| 107 |
+
prompt = f"Based on this study history for {subj}: {str(history)}. Generate 4 interactive flashcards formatted as 'Question: [Text] | Answer: [Text]'."
|
| 108 |
+
response = client.models.generate_content(model='gemini-2.5-flash', contents=prompt)
|
| 109 |
+
return response.text
|
| 110 |
+
|
| 111 |
+
# ── Gradio UI Construction ──
|
| 112 |
+
with gr.Blocks(theme=gr.themes.Soft(primary_hue="indigo", secondary_hue="slate")) as demo:
|
| 113 |
+
current_subject_id = gr.State(value="math")
|
| 114 |
+
|
| 115 |
+
with gr.Row():
|
| 116 |
+
# SIDEBAR
|
| 117 |
+
with gr.Column(scale=1, min_width=280):
|
| 118 |
+
gr.Markdown("## ⚡ StudyAI Dashboard")
|
| 119 |
+
greeting_md = gr.Markdown(f"*{get_greeting()}*")
|
| 120 |
+
|
| 121 |
+
subject_dropdown = gr.Dropdown(
|
| 122 |
+
choices=[(s["label"] + " " + s["emoji"], s["id"]) for s in SUBJECTS],
|
| 123 |
+
value="math",
|
| 124 |
+
label="📚 Select Active Subject",
|
| 125 |
+
interactive=True
|
| 126 |
+
)
|
| 127 |
+
|
| 128 |
+
gr.Markdown("---")
|
| 129 |
+
gr.Markdown("⏱️ **Focus Pomodoro Timer**")
|
| 130 |
+
gr.HTML("<div style='font-size:24px; font-weight:bold; text-align:center;'>25:00</div>")
|
| 131 |
+
with gr.Row():
|
| 132 |
+
gr.Button("▶️ Start", size="sm")
|
| 133 |
+
gr.Button("⏹️ Reset", size="sm")
|
| 134 |
+
|
| 135 |
+
gr.Markdown("---")
|
| 136 |
+
gr.Markdown("📝 **Todo Checklist**")
|
| 137 |
+
todo_list = gr.CheckboxGroup(
|
| 138 |
+
choices=["Read textbook chapters", "Complete AI Quiz assignment", "Review Generated Notes"],
|
| 139 |
+
label="Tasks for Session"
|
| 140 |
+
)
|
| 141 |
+
new_todo = gr.Textbox(placeholder="+ Add custom task & press Enter", show_label=False)
|
| 142 |
+
|
| 143 |
+
def add_todo(task, current_todos):
|
| 144 |
+
if task.strip(): current_todos.append(task)
|
| 145 |
+
return gr.update(choices=current_todos, value=current_todos), ""
|
| 146 |
+
new_todo.submit(add_todo, [new_todo, todo_list], [todo_list, new_todo])
|
| 147 |
+
|
| 148 |
+
# MAIN WORKSPACE
|
| 149 |
+
with gr.Column(scale=4):
|
| 150 |
+
with gr.Tabs() as main_tabs:
|
| 151 |
+
|
| 152 |
+
# TAB 1: Chat
|
| 153 |
+
with gr.Tab("💬 AI Chat Workspace", id="chat_tab"):
|
| 154 |
+
subject_info_banner = gr.Markdown("### 📐 Mathematics \n*Algebra, Calculus, Geometry & more*")
|
| 155 |
+
|
| 156 |
+
suggestion_box = gr.Radio(
|
| 157 |
+
choices=SUGGESTIONS["math"],
|
| 158 |
+
label="💡 Instant Suggestions (Click to choose, then type or send)",
|
| 159 |
+
interactive=True
|
| 160 |
+
)
|
| 161 |
+
|
| 162 |
+
file_upload = gr.File(label="📂 Upload Study Material (PDF up to 50MB)", file_types=[".pdf"])
|
| 163 |
+
chatbot = gr.Chatbot(height=400, show_copy_button=True)
|
| 164 |
+
|
| 165 |
+
with gr.Row():
|
| 166 |
+
msg_input = gr.Textbox(placeholder="Ask anything...", scale=4, show_label=False)
|
| 167 |
+
audio_input = gr.Audio(sources=["microphone"], type="filepath", label="🎙️ Voice", scale=1)
|
| 168 |
+
submit_btn = gr.Button("Send 🚀", variant="primary", scale=1)
|
| 169 |
+
|
| 170 |
+
def update_subject_view(sub_id):
|
| 171 |
+
subj_obj = next((s for s in SUBJECTS if s["id"] == sub_id), SUBJECTS[0])
|
| 172 |
+
banner_text = f"### {subj_obj['emoji']} {subj_obj['label']} \n*{subj_obj['description']}*"
|
| 173 |
+
return banner_text, gr.update(choices=SUGGESTIONS.get(sub_id, [])), sub_id, []
|
| 174 |
+
|
| 175 |
+
subject_dropdown.change(
|
| 176 |
+
update_subject_view,
|
| 177 |
+
inputs=[subject_dropdown],
|
| 178 |
+
outputs=[subject_info_banner, suggestion_box, current_subject_id, chatbot]
|
| 179 |
+
)
|
| 180 |
+
|
| 181 |
+
suggestion_box.change(lambda x: x, inputs=[suggestion_box], outputs=[msg_input])
|
| 182 |
+
|
| 183 |
+
def handle_audio(audio_path):
|
| 184 |
+
if audio_path: return f"[Voice Note Uploaded: Analyzing audio content]"
|
| 185 |
+
return ""
|
| 186 |
+
audio_input.change(handle_audio, inputs=[audio_input], outputs=[msg_input])
|
| 187 |
+
|
| 188 |
+
def respond(message, chat_history, sub_id, pdf_file):
|
| 189 |
+
if not message.strip(): return "", chat_history
|
| 190 |
+
chat_history.append((message, ""))
|
| 191 |
+
for chunk in predict(message, chat_history[:-1], sub_id, pdf_file):
|
| 192 |
+
chat_history[-1] = (message, chunk)
|
| 193 |
+
yield "", chat_history
|
| 194 |
+
|
| 195 |
+
submit_btn.click(respond, [msg_input, chatbot, current_subject_id, file_upload], [msg_input, chatbot])
|
| 196 |
+
msg_input.submit(respond, [msg_input, chatbot, current_subject_id, file_upload], [msg_input, chatbot])
|
| 197 |
+
|
| 198 |
+
# TAB 2: Quiz
|
| 199 |
+
with gr.Tab("🎯 AI Quiz Mode", id="quiz_tab"):
|
| 200 |
+
quiz_generate_btn = gr.Button("✨ Generate New Custom Quiz via Gemini", variant="secondary")
|
| 201 |
+
quiz_output = gr.Markdown("*Click the button above to dynamically render an AI quiz.*")
|
| 202 |
+
quiz_generate_btn.click(generate_quiz, inputs=[current_subject_id], outputs=[quiz_output])
|
| 203 |
+
|
| 204 |
+
# TAB 3: Notes
|
| 205 |
+
with gr.Tab("📝 Summary Study Notes", id="notes_tab"):
|
| 206 |
+
notes_generate_btn = gr.Button("📖 Compile Revision Notes from Chat History", variant="secondary")
|
| 207 |
+
notes_output = gr.Markdown("*Click above to transform chat threads into notes.*")
|
| 208 |
+
notes_generate_btn.click(generate_notes, inputs=[chatbot, current_subject_id], outputs=[notes_output])
|
| 209 |
+
|
| 210 |
+
# TAB 4: Flashcards
|
| 211 |
+
with gr.Tab("🃏 Active Flashcards", id="flashcards_tab"):
|
| 212 |
+
flash_generate_btn = gr.Button("🔄 Formulate Flashcards from Chat History", variant="secondary")
|
| 213 |
+
flash_output = gr.Markdown("*Click above to extract flashcards.*")
|
| 214 |
+
flash_generate_btn.click(generate_flashcards, inputs=[chatbot, current_subject_id], outputs=[flash_output])
|
| 215 |
+
|
| 216 |
+
gr.Markdown("⚡ *Powered by Gemini 2.5 Flash API.*")
|
| 217 |
+
|
| 218 |
+
if __name__ == "__main__":
|
| 219 |
+
demo.queue()
|
| 220 |
+
demo.launch()
|