Building Context-Aware Search in Python with LLM Embeddings + Metadata

# When Search Fails to Understand What You Really Mean Traditional search only finds exact words, so if you ask about "affordable housing" but the document says "budget-friendly homes," you get nothing. New AI tools can now understand the *meaning* behind your search terms, not just the exact words, which makes finding information faster and more reliable. This matters because it saves professionals time and frustration when digging through documents at work.