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Fix/hit test tsne issue (#2581)

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Co-authored-by: jyong <jyong@dify.ai>
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Jyong 2024-02-27 17:30:52 +08:00 committed by GitHub
parent ac96d192a6
commit 920b2c2b40
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4 changed files with 6 additions and 5 deletions
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api/celerybeat-schedule.db
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2
api/core/features/annotation_reply.py
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@ -59,7 +59,7 @@ class AnnotationReplyFeature:
documents = vector.search_by_vector(
query=query,
k=1,
top_k=1,
score_threshold=score_threshold,
filter={
'group_id': [dataset.id]

4
api/core/rag/datasource/retrieval_service.py
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@ -101,7 +101,7 @@ class RetrievalService:
documents = keyword.search(
query,
k=top_k
top_k=top_k
)
all_documents.extend(documents)
@ -121,7 +121,7 @@ class RetrievalService:
documents = vector.search_by_vector(
query,
search_type='similarity_score_threshold',
k=top_k,
top_k=top_k,
score_threshold=score_threshold,
filter={
'group_id': [dataset.id]

5
api/services/hit_testing_service.py
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@ -133,8 +133,9 @@ class HitTestingService:
if embedding_length <= 1:
return [{'x': 0, 'y': 0}]
concatenate_data = np.array(embeddings).reshape(embedding_length, -1)
# concatenate_data = np.concatenate(embeddings)
noise = np.random.normal(0, 1e-4, np.array(embeddings).shape)
concatenate_data = np.array(embeddings) + noise
concatenate_data = concatenate_data.reshape(embedding_length, -1)
perplexity = embedding_length / 2 + 1
if perplexity >= embedding_length: