diff --git a/conf/llm_factories.json b/conf/llm_factories.json
index be9e7322d7..1dcbb85238 100644
--- a/conf/llm_factories.json
+++ b/conf/llm_factories.json
@@ -5641,6 +5641,42 @@
                     "is_tools": true
                 }
             ]
+        },
+        {
+            "name": "Avian",
+            "logo": "",
+            "tags": "LLM",
+            "status": "1",
+            "llm": [
+                {
+                    "llm_name": "deepseek/deepseek-v3.2",
+                    "tags": "LLM,CHAT,164K",
+                    "max_tokens": 164000,
+                    "model_type": "chat",
+                    "is_tools": true
+                },
+                {
+                    "llm_name": "moonshotai/kimi-k2.5",
+                    "tags": "LLM,CHAT,131K",
+                    "max_tokens": 131000,
+                    "model_type": "chat",
+                    "is_tools": true
+                },
+                {
+                    "llm_name": "z-ai/glm-5",
+                    "tags": "LLM,CHAT,131K",
+                    "max_tokens": 131000,
+                    "model_type": "chat",
+                    "is_tools": true
+                },
+                {
+                    "llm_name": "minimax/minimax-m2.5",
+                    "tags": "LLM,CHAT,1M",
+                    "max_tokens": 1000000,
+                    "model_type": "chat",
+                    "is_tools": true
+                }
+            ]
         }
     ]
 }
diff --git a/docs/references/supported_models.mdx b/docs/references/supported_models.mdx
index d35f203a53..bb50fa1e73 100644
--- a/docs/references/supported_models.mdx
+++ b/docs/references/supported_models.mdx
@@ -18,6 +18,7 @@ A complete list of models supported by RAGFlow, which will continue to expand.
 | Provider              | LLM                | Image2Text         | Speech2text        | TTS                | Embedding          | Rerank             | OCR                |
 | --------------------- | ------------------ | ------------------ | ------------------ | ------------------ | ------------------ | ------------------ | ------------------ |
 | Anthropic             | :heavy_check_mark: |                    |                    |                    |                    |                    |                    |
+| Avian                 | :heavy_check_mark: |                    |                    |                    |                    |                    |                    |
 | Azure-OpenAI          | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: |                    | :heavy_check_mark: |                    |                    |
 | BaiChuan              | :heavy_check_mark: |                    |                    |                    | :heavy_check_mark: |                    |                    |
 | BaiduYiyan            | :heavy_check_mark: | :heavy_check_mark: |                    |                    | :heavy_check_mark: | :heavy_check_mark: |                    |
diff --git a/rag/llm/__init__.py b/rag/llm/__init__.py
index c610e4fdff..77b1ff2b0e 100644
--- a/rag/llm/__init__.py
+++ b/rag/llm/__init__.py
@@ -58,6 +58,7 @@ class SupportedLiteLLMProvider(StrEnum):
     Azure_OpenAI = "Azure-OpenAI"
     n1n = "n1n"
     HunYuan = "Tencent Hunyuan"
+    Avian = "Avian"
 
 
 FACTORY_DEFAULT_BASE_URL = {
@@ -85,6 +86,7 @@ FACTORY_DEFAULT_BASE_URL = {
     SupportedLiteLLMProvider.OpenAI: "https://api.openai.com/v1",
     SupportedLiteLLMProvider.n1n: "https://api.n1n.ai/v1",
     SupportedLiteLLMProvider.HunYuan: "https://api.hunyuan.cloud.tencent.com/v1",
+    SupportedLiteLLMProvider.Avian: "https://api.avian.io/v1",
 }
 
 
@@ -124,6 +126,7 @@ LITELLM_PROVIDER_PREFIX = {
     SupportedLiteLLMProvider.Azure_OpenAI: "azure/",
     SupportedLiteLLMProvider.n1n: "openai/",
     SupportedLiteLLMProvider.HunYuan: "openai/",
+    SupportedLiteLLMProvider.Avian: "openai/",
 }
 
 ChatModel = globals().get("ChatModel", {})
diff --git a/rag/llm/chat_model.py b/rag/llm/chat_model.py
index 3e8e918308..6575bf633a 100644
--- a/rag/llm/chat_model.py
+++ b/rag/llm/chat_model.py
@@ -1096,6 +1096,15 @@ class N1nChat(Base):
         super().__init__(key, model_name, base_url, **kwargs)
 
 
+class AvianChat(Base):
+    _FACTORY_NAME = "Avian"
+
+    def __init__(self, key, model_name, base_url="https://api.avian.io/v1", **kwargs):
+        if not base_url:
+            base_url = "https://api.avian.io/v1"
+        super().__init__(key, model_name, base_url, **kwargs)
+
+
 class LiteLLMBase(ABC):
     _FACTORY_NAME = [
         "Tongyi-Qianwen",
diff --git a/web/src/assets/svg/llm/avian.svg b/web/src/assets/svg/llm/avian.svg
new file mode 100644
index 0000000000..28d9405c1e
--- /dev/null
+++ b/web/src/assets/svg/llm/avian.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="48" height="48" viewBox="0 0 48 48" fill="none">
+  <rect width="48" height="48" rx="10" fill="#1a1a2e"/>
+  <path d="M14 30 C14 30 18 18 28 16 C28 16 24 22 26 26 C28 22 32 20 36 20 C34 24 30 28 26 30 C28 32 30 32 34 31 C30 34 24 36 20 34 C16 32 14 30 14 30Z" fill="#4cc9f0"/>
+  <circle cx="29" cy="18" r="1.5" fill="#ffffff"/>
+</svg>
diff --git a/web/src/components/svg-icon.tsx b/web/src/components/svg-icon.tsx
index c704cf54df..6a14fc64bb 100644
--- a/web/src/components/svg-icon.tsx
+++ b/web/src/components/svg-icon.tsx
@@ -84,6 +84,7 @@ const svgIcons = [
   LLMFactory.PaddleOCR,
   LLMFactory.N1n,
   // LLMFactory.DeerAPI,
+  LLMFactory.Avian,
 ];
 
 export const LlmIcon = ({
diff --git a/web/src/constants/llm.ts b/web/src/constants/llm.ts
index 623618d650..6cde18fcb9 100644
--- a/web/src/constants/llm.ts
+++ b/web/src/constants/llm.ts
@@ -63,6 +63,7 @@ export enum LLMFactory {
   MinerU = 'MinerU',
   PaddleOCR = 'PaddleOCR',
   N1n = 'n1n',
+  Avian = 'Avian',
 }
 
 // Please lowercase the file name
@@ -131,6 +132,7 @@ export const IconMap = {
   [LLMFactory.MinerU]: 'mineru',
   [LLMFactory.PaddleOCR]: 'paddleocr',
   [LLMFactory.N1n]: 'n1n',
+  [LLMFactory.Avian]: 'avian',
 };
 
 export const APIMapUrl = {
@@ -183,4 +185,5 @@ export const APIMapUrl = {
   [LLMFactory.DeepInfra]: 'https://deepinfra.com/dash/api_keys',
   [LLMFactory.PaddleOCR]: 'https://www.paddleocr.ai/latest/',
   [LLMFactory.N1n]: 'https://docs.n1n.ai',
+  [LLMFactory.Avian]: 'https://avian.io',
 };