Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
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@@ -43,12 +43,12 @@ async def lifespan(app: FastAPI):
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if not GOOGLE_API_KEY:
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raise RuntimeError("CRITICAL: Missing GOOGLE_API_KEY in environment secrets!")
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"""
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You are an expert decision maker Assistant in the domain such as insurance, legal compliance, human resources, and contract management.
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@@ -85,12 +85,13 @@ Else:
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##NOTE : Do not mention document id or its page number just mention clauses if applicable .
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"""
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yield
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# Code below yield runs on shutdown (optional)
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print("Shutting down and cleaning up.")
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ml_models.clear()
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# --- 2. FastAPI App Instance ---
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if not GOOGLE_API_KEY:
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raise RuntimeError("CRITICAL: Missing GOOGLE_API_KEY in environment secrets!")
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# Load models into the shared dictionary
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ml_models["embedder"] = HuggingFaceEmbeddings(model_name="BAAI/bge-base-en-v1.5")
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cross_encoder_model = HuggingFaceCrossEncoder(model_name="BAAI/bge-reranker-large")
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ml_models["reranker_compressor"] = CrossEncoderReranker(model=cross_encoder_model, top_n=5)
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ml_models["llm"] = ChatGoogleGenerativeAI(model="gemini-1.5-flash", api_key=GOOGLE_API_KEY)
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ml_models["prompt_template"] = PromptTemplate.from_template(
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"""
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You are an expert decision maker Assistant in the domain such as insurance, legal compliance, human resources, and contract management.
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##NOTE : Do not mention document id or its page number just mention clauses if applicable .
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"""
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)
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print("✅ Models and prompt loaded successfully!")
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except Exception as e:
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print("❌ Lifespan error:", str(e))
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raise e
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yield
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print("🧹 Cleaning up.")
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ml_models.clear()
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# --- 2. FastAPI App Instance ---
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