AI Semantic Search
What is AI Semantic Search?
Libraryminds AI Semantic Search is a built-in capability. AI Semantic Search goes beyond exact word matching. Using vector embeddings generated from your transcript text, Libraryminds understands the meaning behind your query and surfaces content that is conceptually related — even when different words were used. Ask about 'team morale' and find videos that discussed 'employee engagement', 'motivation', or 'burnout' without…
- ✓ Understands synonyms, paraphrases, and related concepts
- ✓ Paragraph-level embeddings for precise, contextual results
- ✓ Dual-provider embedding for maximum reliability and uptime
- ✓ Ranks results by conceptual similarity, not just keyword frequency
- ✓ Surfaces content you didn't know you had
Available on the Plus plan and above.
Use Cases
Research a concept across hundreds of hours
Search 'risk management' and find videos discussing 'hedging', 'contingency planning', and 'mitigation strategies' — all without separate searches.
Discover patterns across podcast episodes
A researcher can query 'creator burnout' and surface episodes discussing 'content fatigue', 'posting frequency problems', and 'mental health for creators'.
Connect knowledge across domains
Query 'compound interest' and find lectures on finance, psychology of habit formation, and growth hacking — all conceptually related.
Onboard to a new topic faster
New team members can search 'our product roadmap' and find every meeting where strategy, upcoming features, or priorities were discussed.
Frequently Asked Questions
What is semantic search?
Semantic search finds results based on meaning rather than exact word matches. It uses AI-generated vector embeddings — numerical representations of text meaning — to compare query intent with content meaning.
How is it different from keyword search?
Keyword search finds exact matches. Semantic search finds conceptually similar content even when different words are used. Both are available and complement each other.
Which plan includes AI Semantic Search?
AI Semantic Search is available on Plus and higher plans.
How fast is semantic search?
Semantic search runs vector similarity queries on pre-computed embeddings, returning results in under a second even across large libraries.
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