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Feat: implement novitaAI embedding and reranking. (#8250)

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### What problem does this PR solve?

Close #8227

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
This commit is contained in:
Kevin Hu 2025-06-13 15:42:17 +08:00 committed by GitHub
parent 6aa0b0819d
commit 65d5268439
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3 changed files with 13 additions and 0 deletions
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4
rag/llm/__init__.py
View File

@ -45,6 +45,7 @@ from .embedding_model import (
HuggingFaceEmbed,
VolcEngineEmbed,
GPUStackEmbed,
NovitaEmbed
)
from .chat_model import (
GptTurbo,
@ -128,6 +129,7 @@ from .rerank_model import (
QWenRerank,
GPUStackRerank,
HuggingfaceRerank,
NovitaRerank
)
from .sequence2txt_model import (
@ -180,6 +182,7 @@ EmbeddingModel = {
"HuggingFace": HuggingFaceEmbed,
"VolcEngine": VolcEngineEmbed,
"GPUStack": GPUStackEmbed,
"NovitaAI": NovitaEmbed
}
CvModel = {
@ -267,6 +270,7 @@ RerankModel = {
"Tongyi-Qianwen": QWenRerank,
"GPUStack": GPUStackRerank,
"HuggingFace": HuggingfaceRerank,
"NovitaAI": NovitaRerank
}
Seq2txtModel = {

5
rag/llm/embedding_model.py
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@ -913,3 +913,8 @@ class GPUStackEmbed(OpenAIEmbed):
self.client = OpenAI(api_key=key, base_url=base_url)
self.model_name = model_name
class NovitaEmbed(SILICONFLOWEmbed):
def __init__(self, key, model_name, base_url="https://api.novita.ai/v3/openai/embeddings"):
super().__init__(key, model_name, base_url)

4
rag/llm/rerank_model.py
View File

@ -626,3 +626,7 @@ class GPUStackRerank(Base):
raise ValueError(
f"Error calling GPUStackRerank model {self.model_name}: {e.response.status_code} - {e.response.text}")
class NovitaRerank(JinaRerank):
def __init__(self, key, model_name, base_url="https://api.novita.ai/v3/openai/rerank"):
super().__init__(key, model_name, base_url)