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Truncate text for zhipu embedding. (#4490)

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### What problem does this PR solve?


### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
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Kevin Hu 2025-01-15 14:36:27 +08:00 committed by GitHub
parent 7944aacafa
commit be5f830878
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1 changed files with 8 additions and 0 deletions
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8
rag/llm/embedding_model.py
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@ -217,6 +217,14 @@ class ZhipuEmbed(Base):
def encode(self, texts: list):
arr = []
tks_num = 0
MAX_LEN = -1
if self.model_name.lower() == "embedding-2":
MAX_LEN = 512
if self.model_name.lower() == "embedding-3":
MAX_LEN = 3072
if MAX_LEN > 0:
texts = [truncate(t, MAX_LEN) for t in texts]
for txt in texts:
res = self.client.embeddings.create(input=txt,
model=self.model_name)