Maintenancedemo-0014
AI-Powered Knowledge Search
Semantic search that understands intent, not just keywords. Side-by-side comparison proves AI search finds relevant results that traditional keyword search completely misses.
gpucomputenvidiahpaihpzgxn001in-progress
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Lab overview
No walkthrough is recorded for this demo yet, so this is a 21 sec tour of the lab and how to use it.
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Overview
Ingest a company's documentation and search with natural language. The killer feature is Compare mode — see semantic search results next to keyword search results on the same query, proving the AI advantage in real time.
What You'll Learn
- Vector embeddings and semantic similarity
- Why semantic search outperforms keyword search
- Hybrid search with Reciprocal Rank Fusion
- Document chunking and indexing strategies
Key Capabilities
- Three search methods: semantic, keyword, hybrid
- Side-by-side comparison mode (hero feature)
- Multi-format document ingestion (PDF, DOCX, TXT, MD)
- Relevance scoring with highlighted snippets
- ChromaDB vector storage with cosine similarity