commit
Browse files
app.py
CHANGED
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@@ -7,72 +7,148 @@ from supabase_client import supabase
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client = OpenAI()
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def build_viewer():
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resp = supabase.table("documents").select("content, metadata").execute()
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items = resp.data or []
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po_html = []
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hg_html = []
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for row in items:
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meta = row["metadata"]
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src = meta["source"]
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anchor = meta
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page = meta.get("page"
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if "Prüfungsordnung" in src:
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po_html.append(block_html)
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else:
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hg_html.append(block_html)
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return "".join(po_html), "".join(hg_html)
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PO_HTML, HG_HTML = build_viewer()
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def transcribe(audio):
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if audio is None:
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return ""
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def chat_fn(text, audio, history):
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text = text.strip() if text else ""
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if text:
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q = text
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else:
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q = transcribe(audio)
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answer, docs = rag_answer(q, history or [])
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html = "<ol>"
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for i, d in enumerate(docs):
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meta = d["metadata"]
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anchor = meta
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snippet = d["content"][:200]
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html += "</ol>"
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new_hist = (history or []) + [
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{"role": "user", "content": q},
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{"role": "assistant", "content": answer}
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]
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with gr.Blocks() as demo:
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chatbot = gr.Chatbot()
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text_input = gr.Textbox(label="Text Eingabe")
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audio_input = gr.Audio(type="filepath", label="Mikrofon")
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send = gr.Button("Senden")
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chat_fn,
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inputs=[text_input, audio_input, chatbot],
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outputs=[chatbot, sources, audio_input]
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)
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demo.launch()
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client = OpenAI()
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# -------------------------------------------
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# DYNAMIC VIEWER – luôn load từ Supabase MỖI LẦN
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# -------------------------------------------
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def build_viewer():
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"""
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Tạo viewer HTML từ bảng Documents mới nhất.
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Viewer KHÔNG static, luôn lấy dữ liệu cập nhật.
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"""
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resp = supabase.table("documents").select("content, metadata").execute()
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items = resp.data or []
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po_html = []
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hg_html = []
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for row in items:
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meta = row["metadata"]
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src = meta["source"]
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anchor = meta.get("anchor_id")
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page = meta.get("page")
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page_info = f"(Seite {page})" if page else ""
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block_html = (
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f"<div id='{anchor}' style='margin-bottom:14px;'>"
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f"<b>{src} {page_info}</b><br>{row['content']}"
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f"</div>"
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)
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if "Prüfungsordnung" in src:
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po_html.append(block_html)
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else:
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hg_html.append(block_html)
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return "".join(po_html), "".join(hg_html)
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# -------------------------------------------
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# WHISPER – fixed ghi âm tiếng Đức + reset
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# -------------------------------------------
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def transcribe(audio):
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if audio is None:
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return ""
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try:
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with open(audio, "rb") as f:
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res = client.audio.transcriptions.create(
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model="whisper-1",
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file=f,
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language="de",
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temperature=0.0
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)
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return (res.text or "").strip()
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except Exception:
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return ""
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# -------------------------------------------
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# MAIN CHAT FUNCTION
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# -------------------------------------------
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def chat_fn(text, audio, history):
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text = text.strip() if text else ""
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# ƯU TIÊN TEXT – nếu có text thì bỏ audio
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if text:
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q = text
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else:
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q = transcribe(audio)
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if not q:
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return history, "<p>Bitte Text oder Mikrofon benutzen.</p>", gr.update(value=None)
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# RAG
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answer, docs = rag_answer(q, history or [])
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# Build nguồn
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html = "<ol>"
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for i, d in enumerate(docs):
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meta = d["metadata"]
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anchor = meta.get("anchor_id")
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snippet = d["content"][:200]
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html += (
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f"<li>"
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f"<a href='#{anchor}' style='font-weight:bold;'>"
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f"Quelle {i+1}"
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f"</a><br>"
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f"{snippet}..."
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f"</li>"
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)
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html += "</ol>"
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# HISTORY kiểu messages (Gradio)
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new_hist = (history or []) + [
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{"role": "user", "content": q},
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{"role": "assistant", "content": answer},
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]
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# RESET AUDIO hoàn toàn
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return new_hist, html, gr.update(value=None)
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# -------------------------------------------
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# UI
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# -------------------------------------------
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with gr.Blocks() as demo:
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gr.Markdown("# ⚖️ Sprachbasierter Chatbot für Prüfungsrecht")
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with gr.Row():
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with gr.Column(scale=3):
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chatbot = gr.Chatbot(label="Chat")
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text_input = gr.Textbox(label="Text Eingabe", placeholder="Frage hier eingeben...")
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audio_input = gr.Audio(
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type="filepath",
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label="Spracheingabe (Mikrofon)"
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)
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send_btn = gr.Button("Senden")
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with gr.Column(scale=2):
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# viewer luôn load dữ liệu mới nhất
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po_html, hg_html = build_viewer()
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po_view = gr.HTML(
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f"<div style='height:250px;overflow:auto;border:1px solid #ccc;"
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f"padding:10px'>{po_html}</div>"
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)
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hg_view = gr.HTML(
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f"<div style='height:250px;overflow:auto;border:1px solid #ccc;"
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f"padding:10px'>{hg_html}</div>"
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)
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sources = gr.HTML()
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# Chat event
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send_btn.click(
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chat_fn,
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inputs=[text_input, audio_input, chatbot],
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outputs=[chatbot, sources, audio_input]
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)
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demo.launch(ssr_mode=False)
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