gbanyan
bc281b8e0a
Implement a new Deduplication Agent that identifies and groups similar transformation descriptions. Supports two deduplication methods: - Embedding: Fast vector similarity comparison using cosine similarity - LLM: Accurate pairwise semantic comparison (slower but more precise) Backend changes: - Add deduplication router with /deduplicate endpoint - Add embedding_service for vector-based similarity - Add llm_deduplication_service for LLM-based comparison - Improve expert_transformation error handling and progress reporting Frontend changes: - Add DeduplicationPanel with interactive group visualization - Add useDeduplication hook for state management - Integrate deduplication tab in main App - Add threshold slider and method selector in sidebar 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
49 lines
1.2 KiB
Python
49 lines
1.2 KiB
Python
from contextlib import asynccontextmanager
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from fastapi import FastAPI
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from fastapi.middleware.cors import CORSMiddleware
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from .routers import attributes, transformation, expert_transformation, deduplication
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from .services.llm_service import ollama_provider
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from .services.embedding_service import embedding_service
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from .services.llm_deduplication_service import llm_deduplication_service
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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yield
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await ollama_provider.close()
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await embedding_service.close()
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await llm_deduplication_service.close()
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app = FastAPI(
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title="Attribute Agent API",
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description="API for analyzing objects and extracting their attributes",
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version="1.0.0",
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lifespan=lifespan,
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)
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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app.include_router(attributes.router)
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app.include_router(transformation.router)
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app.include_router(expert_transformation.router)
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app.include_router(deduplication.router)
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@app.get("/")
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async def root():
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return {"message": "Attribute Agent API is running"}
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@app.get("/health")
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async def health_check():
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return {"status": "healthy"}
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