feat: production-ready backend with real Tingwu ASR
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@@ -1,7 +1,8 @@
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#!/usr/bin/env python3
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"""
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InsightFlow Backend - Phase 3 (Complete)
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InsightFlow Backend - Phase 3 (Production Ready)
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Knowledge Growth: Multi-file fusion + Entity Alignment
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ASR: 阿里云听悟 + OSS
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"""
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import os
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@@ -76,18 +77,32 @@ KIMI_BASE_URL = "https://api.kimi.com/coding"
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def transcribe_audio(audio_data: bytes, filename: str) -> dict:
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"""转录音频:OSS上传 + 听悟转录"""
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if not OSS_AVAILABLE or not TINGWU_AVAILABLE:
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# 1. 上传 OSS
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if not OSS_AVAILABLE:
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print("OSS not available, using mock")
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return mock_transcribe()
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try:
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uploader = get_oss_uploader()
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audio_url, object_name = uploader.upload_audio(audio_data, filename)
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print(f"Uploaded to OSS: {object_name}")
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except Exception as e:
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print(f"OSS upload failed: {e}")
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return mock_transcribe()
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# 2. 听悟转录
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if not TINGWU_AVAILABLE:
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print("Tingwu not available, using mock")
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return mock_transcribe()
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try:
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client = TingwuClient()
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result = client.transcribe(audio_url)
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print(f"Transcription complete: {len(result['segments'])} segments")
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return result
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except Exception as e:
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print(f"Transcription failed: {e}")
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print(f"Tingwu failed: {e}")
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return mock_transcribe()
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def mock_transcribe() -> dict:
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@@ -136,16 +151,13 @@ def extract_entities_with_llm(text: str) -> List[dict]:
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return []
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def align_entity(project_id: str, name: str, db) -> Optional[Entity]:
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"""实体对齐:查找或创建实体"""
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# 1. 尝试精确匹配
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"""实体对齐"""
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existing = db.get_entity_by_name(project_id, name)
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if existing:
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return existing
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# 2. 尝试相似匹配(简单版)
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similar = db.find_similar_entities(project_id, name)
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if similar:
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# 返回最相似的(第一个)
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return similar[0]
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return None
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@@ -200,7 +212,6 @@ async def upload_audio(project_id: str, file: UploadFile = File(...)):
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existing = align_entity(project_id, raw_ent["name"], db)
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if existing:
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# 复用已有实体
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ent_model = EntityModel(
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id=existing.id,
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name=existing.name,
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@@ -209,7 +220,6 @@ async def upload_audio(project_id: str, file: UploadFile = File(...)):
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aliases=existing.aliases
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)
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else:
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# 创建新实体
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new_ent = db.create_entity(Entity(
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id=str(uuid.uuid4())[:8],
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project_id=project_id,
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@@ -260,6 +270,17 @@ async def merge_entities(entity_id: str, target_entity_id: str):
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result = db.merge_entities(target_entity_id, entity_id)
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return {"success": True, "merged_entity": {"id": result.id, "name": result.name}}
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# Health check
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@app.get("/health")
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async def health_check():
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return {
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"status": "ok",
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"version": "0.3.0",
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"oss_available": OSS_AVAILABLE,
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"tingwu_available": TINGWU_AVAILABLE,
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"db_available": DB_AVAILABLE
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}
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# Serve frontend
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app.mount("/", StaticFiles(directory="frontend", html=True), name="frontend")
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