SakshamLak commited on
Commit
7167a71
·
verified ·
1 Parent(s): 867fb31

Update buffalo_rag/api/main.py

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Files changed (1) hide show
  1. buffalo_rag/api/main.py +1 -33
buffalo_rag/api/main.py CHANGED
@@ -13,6 +13,7 @@ from buffalo_rag.scraper.scraper import BuffaloScraper
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  from buffalo_rag.embeddings.chunker import DocumentChunker
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  from buffalo_rag.vector_store.db import VectorStore
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  from buffalo_rag.model.rag import BuffaloRAG
 
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  # Initialize FastAPI app
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  app = FastAPI(
@@ -54,39 +55,6 @@ class ScrapeResponse(BaseModel):
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  status: str
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  message: str
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- # Background tasks
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- def run_scraper(seed_url: str, max_pages: int):
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- """Run the web scraper in the background."""
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- scraper = BuffaloScraper(seed_url=seed_url)
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- scraper.scrape(max_pages=max_pages)
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-
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- # After scraping, update the embeddings and index
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- chunker = DocumentChunker()
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- chunks = chunker.create_chunks()
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- chunker.create_embeddings(chunks)
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-
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- # Reload the vector store
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- global vector_store
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- vector_store = VectorStore()
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-
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- # Update the RAG model
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- global rag
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- rag = BuffaloRAG(vector_store=vector_store)
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-
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- def refresh_index():
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- """Refresh the vector index in the background."""
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- chunker = DocumentChunker()
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- chunks = chunker.create_chunks()
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- chunker.create_embeddings(chunks)
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-
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- # Reload the vector store
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- global vector_store
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- vector_store = VectorStore()
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-
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- # Update the RAG model
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- global rag
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- rag = BuffaloRAG(vector_store=vector_store)
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-
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  # Setup static files directory
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  static_dir = os.path.join(os.path.dirname(__file__), "static")
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  os.makedirs(static_dir, exist_ok=True)
 
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  from buffalo_rag.embeddings.chunker import DocumentChunker
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  from buffalo_rag.vector_store.db import VectorStore
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  from buffalo_rag.model.rag import BuffaloRAG
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+ from buffalo_rag.api.background_tasks import run_scraper, refresh_index
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  # Initialize FastAPI app
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  app = FastAPI(
 
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  status: str
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  message: str
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  # Setup static files directory
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  static_dir = os.path.join(os.path.dirname(__file__), "static")
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  os.makedirs(static_dir, exist_ok=True)