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Update app.py
Browse files
app.py
CHANGED
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@@ -32,23 +32,20 @@ COLLECTION_NAME = "knowledge_base"
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# KB Setup Endpoint
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# -------------------------------
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@app.post("/setup")
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def setup_kb(kb_file: UploadFile = File(...)):
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"""
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Only runs when explicitly called.
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"""
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if not os.path.exists(json_file_path):
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raise HTTPException(status_code=404, detail=f"File not found: {json_file_path}")
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try:
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#
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if not isinstance(data, list):
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raise HTTPException(status_code=400, detail="JSON must contain a list of knowledge items.")
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print(f"📘 Loaded {len(data)} items from {
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# Initialize encoder and Chroma client (only here)
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encoder = SentenceTransformer("all-MiniLM-L6-v2")
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@@ -79,6 +76,8 @@ def setup_kb(kb_file: UploadFile = File(...)):
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return {"message": "Knowledge base successfully initialized.", "count": collection.count()}
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Setup failed: {e}")
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# KB Setup Endpoint
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# -------------------------------
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@app.post("/setup")
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async def setup_kb(kb_file: UploadFile = File(...)):
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"""
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Uploads a JSON file, generates embeddings, and populates a persistent ChromaDB knowledge base.
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Only runs when explicitly called.
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"""
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try:
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# Read JSON directly from the uploaded file
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content_bytes = await kb_file.read()
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data = json.loads(content_bytes)
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if not isinstance(data, list):
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raise HTTPException(status_code=400, detail="JSON must contain a list of knowledge items.")
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print(f"📘 Loaded {len(data)} items from uploaded file '{kb_file.filename}'")
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# Initialize encoder and Chroma client (only here)
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encoder = SentenceTransformer("all-MiniLM-L6-v2")
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return {"message": "Knowledge base successfully initialized.", "count": collection.count()}
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except json.JSONDecodeError:
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raise HTTPException(status_code=400, detail="Invalid JSON file.")
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Setup failed: {e}")
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