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LLM-Powered Filtering
Use LLM to apply complex filtering rules that can't be expressed with simple attributes. Great for nuanced content filtering.
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Pipeline Stages
1
semantic_search
filter
feature_searchView 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": 30
}2
llm_filter
filter
llm_filterView parameters
{
"provider": "google",
"model_name": "gemini-2.5-flash-lite",
"criteria": "Keep documents that match: '{{INPUT.filter_criteria}}'"
}3
sort_by_relevance
sort
sort_relevanceView parameters
{}Input Schema
querytext
required
Search query
filter_criteriatext
required
Natural language filter criteria
e.g. contains technical details
Use Cases
- Complex content filtering
- Sentiment-based filtering
- Quality assessment
- Subjective criteria matching
Requirements
- LLM inference service must be available
Tags
llm
filtering
nlp
intelligent
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