Semantic Search

Simple Search with Custom Output

Basic semantic search with custom JSON output formatting.

2 stages

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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
    }
  ],
  "final_top_k": 25
}

format_output

apply

json_transform

View parameters

{
  "template": "{\"id\": \"{{DOC.document_id}}\", \"title\": \"{{DOC.metadata.title}}\", \"url\": \"{{DOC.metadata.url}}\", \"score\": {{DOC.score}}}",
  "fail_on_error": false
}

Input Schema

query

text

required

Search query text

e.g. machine learning

Use Cases

API-friendly output
Custom response formatting
Webhook integrations

Requirements

Collection must have text embeddings indexed

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