Semantic Search

Founder at Agentmelt · Last updated Sep 9, 2026

Search that understands meaning rather than just matching keywords. When a support agent searches your knowledge base for 'customer can\'t log in,' semantic search also finds articles about 'password reset,' 'account access issues,' and 'authentication errors'—even if those exact words weren't used. Powered by embeddings and vector databases, semantic search is what makes RAG-based agents accurate.

See it as a workflow

Support Ticket Deflection Workflow

Trigger, steps, n8n nodes, guardrails and an importable template — plus what it costs to have it built.

Or skip the build

Workflows from $197/month, custom agents from $2,000.

Related glossary terms

Chunking
Agentic RAG
Context Stuffing
Hybrid RAG
Model Context Window
Metadata Filtering

Related niches

AI Support Agent
AI Legal Agent
AI Data Analyst Agent
AI Coding Agent

Back to glossary

Loading…