Spaces:
Paused
Paused
feat: app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,242 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from __future__ import annotations
|
| 2 |
+
import gradio as gr
|
| 3 |
+
from config.settings import SETTINGS
|
| 4 |
+
from services.model_router import ModelRouter
|
| 5 |
+
from quiz.models import QuizSession
|
| 6 |
+
from quiz.engine import QuizEngine
|
| 7 |
+
from storage.local_db import DB
|
| 8 |
+
from storage.mastery import MasteryStore
|
| 9 |
+
from agents.orchestrator import LearningOrchestrator
|
| 10 |
+
from ui.theme import build_champ_theme, CHAMP_CSS
|
| 11 |
+
|
| 12 |
+
print("[StudyWithChampAI] Initializing...")
|
| 13 |
+
_db = DB(SETTINGS.db_path)
|
| 14 |
+
_mastery_store = MasteryStore(_db)
|
| 15 |
+
_router = ModelRouter(
|
| 16 |
+
ocr_model=SETTINGS.ocr_model_id,
|
| 17 |
+
reasoning_model=SETTINGS.reasoning_model_id,
|
| 18 |
+
multilingual_model=SETTINGS.multilingual_model_id,
|
| 19 |
+
speech_model=SETTINGS.speech_model_id,
|
| 20 |
+
hf_api_key=SETTINGS.hf_api_key,
|
| 21 |
+
featherless_api_key=SETTINGS.featherless_api_key,
|
| 22 |
+
max_tokens=SETTINGS.max_new_tokens,
|
| 23 |
+
temperature=SETTINGS.temperature,
|
| 24 |
+
)
|
| 25 |
+
_orchestrator = LearningOrchestrator(
|
| 26 |
+
_router, _db, _mastery_store, questions_per_quest=SETTINGS.questions_per_quest)
|
| 27 |
+
_engine = QuizEngine()
|
| 28 |
+
_QUEST_CACHE: list = []
|
| 29 |
+
_SOURCE_TEXT_CACHE: str = "" # retained for revision quest generation
|
| 30 |
+
print("[StudyWithChampAI] Ready.")
|
| 31 |
+
|
| 32 |
+
|
| 33 |
+
def handle_process(file_obj, pasted_text: str, audio_obj, language: str):
|
| 34 |
+
global _QUEST_CACHE, _SOURCE_TEXT_CACHE
|
| 35 |
+
yield "Processing...", []
|
| 36 |
+
try:
|
| 37 |
+
quests = None
|
| 38 |
+
if audio_obj is not None:
|
| 39 |
+
yield "Transcribing voice input with Whisper...", []
|
| 40 |
+
with open(audio_obj, "rb") as f:
|
| 41 |
+
audio_bytes = f.read()
|
| 42 |
+
quests = _orchestrator.process_voice(audio_bytes, language)
|
| 43 |
+
elif file_obj is not None:
|
| 44 |
+
yield "Processing file with MiniCPM-V...", []
|
| 45 |
+
quests = _orchestrator.process_file(file_obj.name, language)
|
| 46 |
+
elif pasted_text and pasted_text.strip():
|
| 47 |
+
_SOURCE_TEXT_CACHE = pasted_text.strip()
|
| 48 |
+
yield "Extracting concepts with MiniCPM-V...", []
|
| 49 |
+
quests = _orchestrator.process_text(pasted_text.strip(), language)
|
| 50 |
+
else:
|
| 51 |
+
yield "No input provided. Upload a file, paste text, or record audio.", []; return
|
| 52 |
+
|
| 53 |
+
_QUEST_CACHE = quests
|
| 54 |
+
count = sum(len(q.questions) for q in quests)
|
| 55 |
+
yield (f"Generated {len(quests)} quests with {count} questions "
|
| 56 |
+
f"({count - len(quests)} regular + {len(quests)} boss battles). Go to **Quest Map**!",
|
| 57 |
+
[q.name for q in quests])
|
| 58 |
+
except Exception as exc:
|
| 59 |
+
yield f"Error: {exc}", []
|
| 60 |
+
|
| 61 |
+
|
| 62 |
+
def handle_select_quest(quest_name: str):
|
| 63 |
+
quest = next((q for q in _QUEST_CACHE if q.name == quest_name), None)
|
| 64 |
+
if quest is None:
|
| 65 |
+
return None, "Quest not found."
|
| 66 |
+
session = QuizSession(quest_name=quest.name)
|
| 67 |
+
session.questions = quest.questions
|
| 68 |
+
return session, f"Quest '{quest_name}' ready! Go to Battle Mode."
|
| 69 |
+
|
| 70 |
+
|
| 71 |
+
def handle_answer(selected_option: str, session: QuizSession, question):
|
| 72 |
+
if session is None or question is None:
|
| 73 |
+
return "No active session.", "", "", "", "", gr.update(visible=False), gr.update(visible=True), session
|
| 74 |
+
selected_idx = question.options.index(selected_option) if selected_option in question.options else -1
|
| 75 |
+
result = _engine.submit_next(session, selected_idx)
|
| 76 |
+
tutor_hint = ""
|
| 77 |
+
if not result.is_correct:
|
| 78 |
+
tutor_hint = _orchestrator.get_tutor_hint(question, selected_option)
|
| 79 |
+
boss_label = "π BOSS BATTLE! " if result.was_boss else ""
|
| 80 |
+
return (
|
| 81 |
+
f"{boss_label}{'β
CORRECT!' if result.is_correct else 'β WRONG!'}",
|
| 82 |
+
f"+{result.xp_delta} XP" if result.xp_delta > 0 else "",
|
| 83 |
+
result.streak_label,
|
| 84 |
+
question.explanation,
|
| 85 |
+
tutor_hint,
|
| 86 |
+
gr.update(visible=True),
|
| 87 |
+
gr.update(visible=False),
|
| 88 |
+
session,
|
| 89 |
+
)
|
| 90 |
+
|
| 91 |
+
|
| 92 |
+
def handle_translate(hint_text: str, target_lang: str):
|
| 93 |
+
if not hint_text:
|
| 94 |
+
return "_No hint to translate._"
|
| 95 |
+
return _orchestrator.translate_hint(hint_text, target_lang)
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
def handle_session_complete(session: QuizSession):
|
| 99 |
+
if session is None:
|
| 100 |
+
return "No session.", "", "", "", ""
|
| 101 |
+
result = _orchestrator.complete_quest(session)
|
| 102 |
+
all_mastery = _mastery_store.all_mastery()
|
| 103 |
+
mastery_lines = "\n".join(
|
| 104 |
+
f"- **{t}**: {'β' * int(v * 10)}{'β' * (10 - int(v * 10))} {int(v*100)}%"
|
| 105 |
+
for t, v in all_mastery.items())
|
| 106 |
+
weak = result.get("weak_topics", [])
|
| 107 |
+
weak_lines = ("\n".join(f"- {t} β revision needed" for t in weak)
|
| 108 |
+
if weak else "_All topics strong!_ π")
|
| 109 |
+
from quiz.scoring import compute_grade
|
| 110 |
+
grade = compute_grade(session.score, len(session.questions))
|
| 111 |
+
return (f"### {session.score}/{len(session.questions)} correct",
|
| 112 |
+
f"### Grade: {grade}", f"### XP Earned: {session.xp_earned}",
|
| 113 |
+
mastery_lines or "_No mastery data yet._", weak_lines)
|
| 114 |
+
|
| 115 |
+
|
| 116 |
+
def handle_revision_quest(session: QuizSession):
|
| 117 |
+
"""Generate an adaptive revision quest for weak topics and add it to the cache."""
|
| 118 |
+
global _QUEST_CACHE
|
| 119 |
+
weak = _mastery_store.weak_topics()
|
| 120 |
+
if not weak:
|
| 121 |
+
return "No weak topics found β all strong!", [q.name for q in _QUEST_CACHE]
|
| 122 |
+
try:
|
| 123 |
+
revision = _orchestrator.generate_revision_quest(weak, source_text=_SOURCE_TEXT_CACHE)
|
| 124 |
+
_QUEST_CACHE.append(revision)
|
| 125 |
+
return (f"Revision quest unlocked: **{revision.name}**\nGo to Quest Map!",
|
| 126 |
+
[q.name for q in _QUEST_CACHE])
|
| 127 |
+
except Exception as exc:
|
| 128 |
+
return f"Error generating revision quest: {exc}", [q.name for q in _QUEST_CACHE]
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
def build_app() -> gr.Blocks:
|
| 132 |
+
with gr.Blocks(theme=build_champ_theme(), css=CHAMP_CSS, title="StudyWithChampAI") as demo:
|
| 133 |
+
gr.Markdown("# StudyWithChampAI\n### Turn notes into quests. Turn studying into progression.")
|
| 134 |
+
|
| 135 |
+
quest_names_state = gr.State([])
|
| 136 |
+
session_state = gr.State(None)
|
| 137 |
+
current_q_state = gr.State(None)
|
| 138 |
+
q_idx_state = gr.State(0)
|
| 139 |
+
|
| 140 |
+
with gr.Tab("Import Material"):
|
| 141 |
+
gr.Markdown("### Upload PDF, image, voice, or paste text.\nMiniCPM-V reads and understands your material.")
|
| 142 |
+
with gr.Row():
|
| 143 |
+
file_input = gr.File(label="Upload File", file_types=[".pdf",".txt",".png",".jpg",".jpeg"])
|
| 144 |
+
audio_input = gr.Audio(label="Record Voice", type="filepath", sources=["microphone"])
|
| 145 |
+
text_input = gr.Textbox(label="Or paste notes here", lines=6, placeholder="Paste study material...")
|
| 146 |
+
lang_dropdown = gr.Dropdown(choices=["English","Hindi","Bengali","Spanish","French"],
|
| 147 |
+
value="English", label="Quiz Language")
|
| 148 |
+
process_btn = gr.Button("Generate Quests βοΈ", variant="primary", size="lg")
|
| 149 |
+
status_md = gr.Markdown("_Ready._")
|
| 150 |
+
process_btn.click(fn=handle_process,
|
| 151 |
+
inputs=[file_input, text_input, audio_input, lang_dropdown],
|
| 152 |
+
outputs=[status_md, quest_names_state])
|
| 153 |
+
|
| 154 |
+
with gr.Tab("Quest Map"):
|
| 155 |
+
gr.Markdown("### Select a quest to begin.")
|
| 156 |
+
quest_radio = gr.Radio(choices=[], label="Available Quests", interactive=True)
|
| 157 |
+
start_btn = gr.Button("Enter Battle βοΈ", variant="primary")
|
| 158 |
+
quest_status_md = gr.Markdown("")
|
| 159 |
+
quest_names_state.change(fn=lambda n: gr.update(choices=n, visible=bool(n)),
|
| 160 |
+
inputs=[quest_names_state], outputs=[quest_radio])
|
| 161 |
+
start_btn.click(fn=handle_select_quest, inputs=[quest_radio],
|
| 162 |
+
outputs=[session_state, quest_status_md])
|
| 163 |
+
|
| 164 |
+
with gr.Tab("Battle Mode"):
|
| 165 |
+
gr.Markdown("### Answer to earn XP! Boss battle always awaits at quest end.")
|
| 166 |
+
question_md = gr.Markdown("_Select a quest first._")
|
| 167 |
+
progress_md = gr.Markdown("")
|
| 168 |
+
answer_radio = gr.Radio(choices=[], label="Your Answer", interactive=True)
|
| 169 |
+
submit_btn = gr.Button("Submit Answer", variant="primary")
|
| 170 |
+
|
| 171 |
+
with gr.Group(visible=False) as feedback_group:
|
| 172 |
+
result_md = gr.Markdown("")
|
| 173 |
+
xp_md = gr.Markdown("")
|
| 174 |
+
streak_md = gr.Markdown("")
|
| 175 |
+
explanation_md = gr.Markdown("")
|
| 176 |
+
tutor_md = gr.Markdown("")
|
| 177 |
+
with gr.Row():
|
| 178 |
+
translate_lang = gr.Dropdown(choices=["Hindi","Bengali","Spanish","French"],
|
| 179 |
+
value="Hindi", label="Translate hint to", scale=1)
|
| 180 |
+
translate_btn = gr.Button("Translate π", scale=1)
|
| 181 |
+
translated_md = gr.Markdown("")
|
| 182 |
+
next_btn = gr.Button("Next Question β")
|
| 183 |
+
|
| 184 |
+
def load_question(session, idx):
|
| 185 |
+
if session is None:
|
| 186 |
+
return "_No active session._", "", gr.update(choices=[], visible=False), gr.update(visible=False), None, idx
|
| 187 |
+
if idx >= len(session.questions):
|
| 188 |
+
return "_Quest complete! Go to Results tab._", "", gr.update(choices=[], visible=False), gr.update(visible=False), None, idx
|
| 189 |
+
q = session.questions[idx]
|
| 190 |
+
header = "π **BOSS BATTLE** π\n\n" if q.is_boss else ""
|
| 191 |
+
return (f"{header}**Q{idx+1}/{len(session.questions)}**\n\n{q.text}",
|
| 192 |
+
f"Progress: {idx}/{len(session.questions)} | XP: {session.xp_earned}",
|
| 193 |
+
gr.update(choices=q.options, visible=True, value=None),
|
| 194 |
+
gr.update(visible=True), q, idx)
|
| 195 |
+
|
| 196 |
+
session_state.change(fn=load_question, inputs=[session_state, q_idx_state],
|
| 197 |
+
outputs=[question_md, progress_md, answer_radio, submit_btn, current_q_state, q_idx_state])
|
| 198 |
+
submit_btn.click(fn=handle_answer, inputs=[answer_radio, session_state, current_q_state],
|
| 199 |
+
outputs=[result_md, xp_md, streak_md, explanation_md, tutor_md,
|
| 200 |
+
feedback_group, submit_btn, session_state])
|
| 201 |
+
translate_btn.click(fn=handle_translate, inputs=[tutor_md, translate_lang],
|
| 202 |
+
outputs=[translated_md])
|
| 203 |
+
|
| 204 |
+
def advance_question(session, idx):
|
| 205 |
+
new_idx = idx + 1
|
| 206 |
+
if session is None or new_idx >= len(session.questions):
|
| 207 |
+
return ("_Quest complete! Go to Results._", "",
|
| 208 |
+
gr.update(choices=[], visible=False), gr.update(visible=False),
|
| 209 |
+
gr.update(visible=False), None, new_idx)
|
| 210 |
+
q = session.questions[new_idx]
|
| 211 |
+
header = "π **BOSS BATTLE** π\n\n" if q.is_boss else ""
|
| 212 |
+
return (f"{header}**Q{new_idx+1}/{len(session.questions)}**\n\n{q.text}",
|
| 213 |
+
f"Progress: {new_idx}/{len(session.questions)} | XP: {session.xp_earned}",
|
| 214 |
+
gr.update(choices=q.options, visible=True, value=None),
|
| 215 |
+
gr.update(visible=True), gr.update(visible=False), q, new_idx)
|
| 216 |
+
|
| 217 |
+
next_btn.click(fn=advance_question, inputs=[session_state, q_idx_state],
|
| 218 |
+
outputs=[question_md, progress_md, answer_radio, submit_btn,
|
| 219 |
+
feedback_group, current_q_state, q_idx_state])
|
| 220 |
+
|
| 221 |
+
with gr.Tab("Results"):
|
| 222 |
+
gr.Markdown("## Quest Complete! π")
|
| 223 |
+
score_md = gr.Markdown("")
|
| 224 |
+
grade_md = gr.Markdown("")
|
| 225 |
+
xp_total_md = gr.Markdown("")
|
| 226 |
+
mastery_md = gr.Markdown("### Mastery Map")
|
| 227 |
+
weak_md = gr.Markdown("")
|
| 228 |
+
with gr.Row():
|
| 229 |
+
finish_btn = gr.Button("View Results", variant="primary")
|
| 230 |
+
revision_btn = gr.Button("βοΈ Generate Revision Quest", variant="secondary")
|
| 231 |
+
revision_status_md = gr.Markdown("")
|
| 232 |
+
finish_btn.click(fn=handle_session_complete, inputs=[session_state],
|
| 233 |
+
outputs=[score_md, grade_md, xp_total_md, mastery_md, weak_md])
|
| 234 |
+
revision_btn.click(fn=handle_revision_quest, inputs=[session_state],
|
| 235 |
+
outputs=[revision_status_md, quest_names_state])
|
| 236 |
+
|
| 237 |
+
return demo
|
| 238 |
+
|
| 239 |
+
|
| 240 |
+
if __name__ == "__main__":
|
| 241 |
+
app = build_app()
|
| 242 |
+
app.launch(share=False, server_name="0.0.0.0", server_port=7860)
|