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Use the async a_embed_text in _a_get_n_random_contexts_per_source_file. #1641

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Merged
penguine-ip merged 1 commit into from
May 29, 2025
Merged

Use the async a_embed_text in _a_get_n_random_contexts_per_source_file. #1641

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3 changes: 1 addition & 2 deletions deepeval/synthesizer/chunking/context_generator.py
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Original file line number Diff line number Diff line change
Expand Up @@ -450,13 +450,12 @@ async def _a_get_n_random_contexts_per_source_file(

# Query for similar chunks
similar_chunks = collection.query(
self.embedder.embed_text(random_chunk), n_results=context_size
await self.embedder.a_embed_text(random_chunk), n_results=context_size
)

# Disregard repeated chunks and chunks that don't pass the similarity threshold
similar_chunk_texts = similar_chunks["documents"][num_query_docs]
for j, similar_chunk_text in enumerate(similar_chunk_texts):

# Calculate chunk similarity score
similar_chunk_similarity_score = (
1 - similar_chunks["distances"][num_query_docs][j]
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