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Make it optional to set the encoder, cross-encoder configs via admin UI

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This commit is contained in:
Debanjum Singh Solanky 2024-07-05 16:07:42 +05:30
parent 1baebb8d0e
commit d693baccbc
1 changed files with 3 additions and 3 deletions
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6
src/khoj/database/models/__init__.py
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@ -215,11 +215,11 @@ class SearchModelConfig(BaseModel):
# Bi-encoder model of sentence-transformer type to load from HuggingFace
bi_encoder = models.CharField(max_length=200, default="thenlper/gte-small")
# Config passed to the sentence-transformer model constructor. E.g. device="cuda:0", trust_remote_server=True etc.
bi_encoder_model_config = models.JSONField(default=dict)
bi_encoder_model_config = models.JSONField(default=dict, blank=True)
# Query encode configs like prompt, precision, normalize_embeddings, etc. for sentence-transformer models
bi_encoder_query_encode_config = models.JSONField(default=dict)
bi_encoder_query_encode_config = models.JSONField(default=dict, blank=True)
# Docs encode configs like prompt, precision, normalize_embeddings, etc. for sentence-transformer models
bi_encoder_docs_encode_config = models.JSONField(default=dict)
bi_encoder_docs_encode_config = models.JSONField(default=dict, blank=True)
# Cross-encoder model of sentence-transformer type to load from HuggingFace
cross_encoder = models.CharField(max_length=200, default="mixedbread-ai/mxbai-rerank-xsmall-v1")
# Inference server API endpoint to use for embeddings inference. Bi-encoder model should be hosted on this server