Feat: add gitee as LLM provider. (#8545)

### What problem does this PR solve?


### Type of change

- [x] New Feature (non-breaking change which adds functionality)

rag/llm/__init__.py

@@ -45,7 +45,8 @@ from .embedding_model import (
     HuggingFaceEmbed,
     VolcEngineEmbed,
     GPUStackEmbed,
-    NovitaEmbed
+    NovitaEmbed,
+    GiteeEmbed
 )
 from .chat_model import (
     GptTurbo,
@@ -87,6 +88,7 @@ from .chat_model import (
     HuggingFaceChat,
     GPUStackChat,
     ModelScopeChat,
+    GiteeChat
 )
 
 from .cv_model import (
@@ -129,7 +131,8 @@ from .rerank_model import (
     QWenRerank,
     GPUStackRerank,
     HuggingfaceRerank,
-    NovitaRerank
+    NovitaRerank,
+    GiteeRerank
 )
 
 from .sequence2txt_model import (
@@ -139,6 +142,7 @@ from .sequence2txt_model import (
     XinferenceSeq2txt,
     TencentCloudSeq2txt,
     GPUStackSeq2txt,
+    GiteeSeq2txt
 )
 
 from .tts_model import (
@@ -182,7 +186,8 @@ EmbeddingModel = {
     "HuggingFace": HuggingFaceEmbed,
     "VolcEngine": VolcEngineEmbed,
     "GPUStack": GPUStackEmbed,
-    "NovitaAI": NovitaEmbed
+    "NovitaAI": NovitaEmbed,
+    "GiteeAI": GiteeEmbed
 }
 
 CvModel = {
@@ -206,7 +211,7 @@ CvModel = {
     "Tencent Hunyuan": HunyuanCV,
     "Anthropic": AnthropicCV,
     "SILICONFLOW": SILICONFLOWCV,
-    "GPUStack": GPUStackCV,
+    "GPUStack": GPUStackCV
 }
 
 ChatModel = {
@@ -250,6 +255,7 @@ ChatModel = {
     "HuggingFace": HuggingFaceChat,
     "GPUStack": GPUStackChat,
     "ModelScope":ModelScopeChat,
+    "GiteeAI": GiteeChat
 }
 
 RerankModel = {
@@ -270,7 +276,8 @@ RerankModel = {
     "Tongyi-Qianwen": QWenRerank,
     "GPUStack": GPUStackRerank,
     "HuggingFace": HuggingfaceRerank,
-    "NovitaAI": NovitaRerank
+    "NovitaAI": NovitaRerank,
+    "GiteeAI": GiteeRerank
 }
 
 Seq2txtModel = {
@@ -280,6 +287,7 @@ Seq2txtModel = {
     "Xinference": XinferenceSeq2txt,
     "Tencent Cloud": TencentCloudSeq2txt,
     "GPUStack": GPUStackSeq2txt,
+    "GiteeAI": GiteeSeq2txt
 }
 
 TTSModel = {

rag/llm/chat_model.py

@@ -1253,6 +1253,13 @@ class YiChat(Base):
         super().__init__(key, model_name, base_url, **kwargs)
 
 
+class GiteeChat(Base):
+    def __init__(self, key, model_name, base_url="https://ai.gitee.com/v1/", **kwargs):
+        if not base_url:
+            base_url = "https://ai.gitee.com/v1/"
+        super().__init__(key, model_name, base_url, **kwargs)
+
+
 class ReplicateChat(Base):
     def __init__(self, key, model_name, base_url=None, **kwargs):
         super().__init__(key, model_name, base_url=base_url, **kwargs)

rag/llm/embedding_model.py

@@ -911,4 +911,9 @@ class GPUStackEmbed(OpenAIEmbed):
 
 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)
+
+
+class GiteeEmbed(SILICONFLOWEmbed):
+    def __init__(self, key, model_name, base_url="https://ai.gitee.com/v1/embeddings"):
         super().__init__(key, model_name, base_url)

rag/llm/rerank_model.py

@@ -629,4 +629,9 @@ class GPUStackRerank(Base):
 
 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)
+
+
+class GiteeRerank(JinaRerank):
+    def __init__(self, key, model_name, base_url="https://ai.gitee.com/v1/rerank"):
         super().__init__(key, model_name, base_url)

rag/llm/sequence2txt_model.py

@@ -203,3 +203,11 @@ class GPUStackSeq2txt(Base):
         self.base_url = base_url
         self.model_name = model_name
         self.key = key
+
+
+class GiteeSeq2txt(Base):
+    def __init__(self, key, model_name="whisper-1", base_url="https://ai.gitee.com/v1/"):
+        if not base_url:
+            base_url = "https://ai.gitee.com/v1/"
+        self.client = OpenAI(api_key=key, base_url=base_url)
+        self.model_name = model_name