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fix similarity bug (#63)

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Sampreeth Sarma 2024-09-20 09:49:28 -07:00 • committed by GitHub
parent 97b47c2ab4
commit 941869ad24
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1 changed files with 13 additions and 2 deletions
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15
envoyfilter/src/stream_context.rs
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@ -262,14 +262,25 @@ impl StreamContext {
debug!("zeroshot intent response: {:?}", zeroshot_intent_response); debug!("zeroshot intent response: {:?}", zeroshot_intent_response);
let desc_emb_similarity_map: HashMap<String, f64> = callout_context
.similarity_scores
.clone()
.unwrap()
.into_iter()
.collect();
let pred_class_desc_emb_similarity = desc_emb_similarity_map
.get(&zeroshot_intent_response.predicted_class)
.unwrap();
let prompt_target_similarity_score = zeroshot_intent_response.predicted_class_score * 0.7 let prompt_target_similarity_score = zeroshot_intent_response.predicted_class_score * 0.7
+ callout_context.similarity_scores.as_ref().unwrap()[0].1 * 0.3; + pred_class_desc_emb_similarity * 0.3;
debug!( debug!(
"similarity score: {:.3}, intent score: {:.3}, description embedding score: {:.3}", "similarity score: {:.3}, intent score: {:.3}, description embedding score: {:.3}",
prompt_target_similarity_score, prompt_target_similarity_score,
zeroshot_intent_response.predicted_class_score, zeroshot_intent_response.predicted_class_score,
callout_context.similarity_scores.as_ref().unwrap()[0].1 pred_class_desc_emb_similarity
); );
let prompt_target_name = zeroshot_intent_response.predicted_class.clone(); let prompt_target_name = zeroshot_intent_response.predicted_class.clone();