Semantic Search

Basic Semantic Search

Simple text-based semantic search using embeddings. Perfect for getting started with vector search.

1 stage

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Pipeline Stages

semantic_search

filter

feature_search

View parameters

{
  "searches": [
    {
      "feature_uri": "mixpeek://text_extractor@v1/multilingual_e5_large_instruct_v1",
      "query": {
        "input_mode": "text",
        "value": "{{INPUT.query}}"
      },
      "top_k": 100,
      "min_score": 0.7
    }
  ],
  "final_top_k": 25
}

Input Schema

query

text

required

Search query text

e.g. machine learning

Use Cases

Product search
Document retrieval
Content discovery
FAQ matching

Requirements

Collection must have text embeddings indexed

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