ValueCell-ai · octo-patch · Mar 31, 2026
diff --git a/README.ja.md b/README.ja.md
@@ -79,7 +79,7 @@ Discord コミュニティへのご参加をお待ちしています。使用中
 - **その他**: さらに多くのエージェントを計画中...
 
 ## 柔軟な統合
-- **複数のLLMプロバイダー**: OpenRouter、SiliconFlow、Azure、Openai-compatible、Google、OpenAIおよびDeepSeekをサポート
+- **複数のLLMプロバイダー**: OpenRouter、SiliconFlow、Azure、Openai-compatible、Google、OpenAI、DeepSeekおよび[MiniMax](https://platform.minimaxi.com/)をサポート
 - **人気の市場データ**: 米国市場、暗号市場、香港市場、中国市場など
 - **マルチエージェントフレームワーク対応**: A2AプロトコルによるLangchain、Agnoをサポート、研究開発の統合を行う
 - **取引所接続**: OKX と Binance へのリアルタイムルーティングに対応し、安全ガードレールを内蔵
@@ -263,7 +263,7 @@ ValueCell は外部サービスを統合し、サードパーティ製ウィジ
 |---------|------|-----------------|
 | **TradingView Advanced Chart** | 埋め込み iframe ウィジェット | [Free Advanced Charts Agreement](https://www.tradingview.com/chart-embedding/)（プロプライエタリ） |
 | **取引所 API**（Binance、OKX、Hyperliquid など） | REST/WebSocket エンドポイント | 各取引所の利用規約（例: [Binance API 規約](https://www.binance.com/en/terms)） |
-| **LLM プロバイダー**（OpenAI、Azure、Google、DeepSeek など） | 推論 API | プロバイダー固有の利用規約（例: [OpenAI 利用規約](https://openai.com/policies/terms-of-use)） |
+| **LLM プロバイダー**（OpenAI、Azure、Google、DeepSeek、MiniMax など） | 推論 API | プロバイダー固有の利用規約（例: [OpenAI 利用規約](https://openai.com/policies/terms-of-use)） |
 
 # Star History
 

diff --git a/README.md b/README.md
@@ -81,7 +81,7 @@ Welcome to join our Discord community to share feedback and issues you encounter
 - **Others**: More agents are in planning...
 
 ## Flexible Integrations
-- **Multiple LLM Providers**: Support OpenRouter, SiliconFlow,Azure,Openai-compatible,Google,OpenAI and DeepSeek
+- **Multiple LLM Providers**: Support OpenRouter, SiliconFlow, Azure, Openai-compatible, Google, OpenAI, DeepSeek and [MiniMax](https://platform.minimaxi.com/)
 - **Popular Market Data**: Cover US market, Crypto market, Hong Kong market, China market and more
 - **Multi-Agent Framework Compatible**: Support Langchain, Agno by A2A Protocol for research and development integration
 - **Exchange Connectivity**: Live routing to OKX and Binance, featuring built-in guardrails
@@ -263,7 +263,7 @@ ValueCell integrates external services and embeds third-party widgets. Their usa
 |---------|------|-----------------|
 | **TradingView Advanced Chart** | Embedded iframe widget | [Free Advanced Charts Agreement](https://www.tradingview.com/chart-embedding/) (proprietary) |
 | **Exchange APIs** (Binance, OKX, Hyperliquid, etc.) | REST/WebSocket endpoints | Each exchange’s ToS (e.g., [Binance API Terms](https://www.binance.com/en/terms)) |
-| **LLM Providers** (OpenAI, Azure, Google, DeepSeek, etc.) | Inference APIs | Provider-specific ToS (e.g., [OpenAI ToS](https://openai.com/policies/terms-of-use)) |
+| **LLM Providers** (OpenAI, Azure, Google, DeepSeek, MiniMax, etc.) | Inference APIs | Provider-specific ToS (e.g., [OpenAI ToS](https://openai.com/policies/terms-of-use)) |
 
 # Star History
 

diff --git a/README.zh.md b/README.zh.md
@@ -79,7 +79,7 @@ ValueCell 是一个社区驱动的多智能体金融应用平台，我们的使
 - **其他智能体**：更多智能体正在规划中...
 
 ## 灵活集成
-- **多种大语言模型提供商**：支持 OpenRouter、SiliconFlow、Azure、Openai-compatible、Google、OpenAI和DeepSeek
+- **多种大语言模型提供商**：支持 OpenRouter、SiliconFlow、Azure、Openai-compatible、Google、OpenAI、DeepSeek和[MiniMax](https://platform.minimaxi.com/)
 - **热门市场数据**：覆盖美国市场、加密货币市场、香港市场、中国市场等
 - **多智能体框架兼容**：通过 A2A 协议，支持 Langchain、Agno 等主流Agent框架，进行研发集成
 - **交易所连接**：支持实时路由至 OKX 和 Binance，并内置安全防护机制
@@ -263,7 +263,7 @@ ValueCell 集成外部服务并嵌入第三方挂件。其使用不受 Apache 2.
 |---------|------|-----------------|
 | **TradingView Advanced Chart** | 嵌入式 iframe 挂件 | [Free Advanced Charts Agreement](https://www.tradingview.com/chart-embedding/)（专有） |
 | **交易所 API**（Binance、OKX、Hyperliquid 等） | REST/WebSocket 接口 | 各交易所的服务条款（例如 [Binance API 条款](https://www.binance.com/en/terms)） |
-| **大语言模型提供商**（OpenAI、Azure、Google、DeepSeek 等） | 推理 API | 供应商特定的使用条款（例如 [OpenAI 使用条款](https://openai.com/policies/terms-of-use)） |
+| **大语言模型提供商**（OpenAI、Azure、Google、DeepSeek、MiniMax 等） | 推理 API | 供应商特定的使用条款（例如 [OpenAI 使用条款](https://openai.com/policies/terms-of-use)） |
 
 # Star
 

diff --git a/README.zh_Hant.md b/README.zh_Hant.md
@@ -79,7 +79,7 @@ ValueCell 是一個社群驅動的多智能體金融應用平台，我們的使
 - **其他智能體**：更多智能體正在規劃中...
 
 ## 彈性整合
-- **多家大型語言模型供應商**：支援 OpenRouter、SiliconFlow、Openai-compatible、Azure、Google、OpenAI 與 DeepSeek
+- **多家大型語言模型供應商**：支援 OpenRouter、SiliconFlow、Openai-compatible、Azure、Google、OpenAI、DeepSeek 與 [MiniMax](https://platform.minimaxi.com/)
 - **熱門市場資料**：涵蓋美國市場、加密貨幣、香港市場、中國市場等
 - **多智能體框架相容**：透過 A2A 協議，支援 LangChain、Agno 等主流 Agent 框架，進行研發整合
 - **交易所連接**：支援即時路由至 OKX 和 Binance，並內建安全防護機制
@@ -263,7 +263,7 @@ ValueCell 整合外部服務並嵌入第三方掛件。其使用不受 Apache 2.
 |---------|------|-----------------|
 | **TradingView Advanced Chart** | 嵌入式 iframe 掛件 | [Free Advanced Charts Agreement](https://www.tradingview.com/chart-embedding/)（專有） |
 | **交易所 API**（Binance、OKX、Hyperliquid 等） | REST/WebSocket 端點 | 各交易所的服務條款（例如 [Binance API 條款](https://www.binance.com/en/terms)） |
-| **LLM 供應商**（OpenAI、Azure、Google、DeepSeek 等） | 推論 API | 供應商特定的使用條款（例如 [OpenAI 使用條款](https://openai.com/policies/terms-of-use)） |
+| **LLM 供應商**（OpenAI、Azure、Google、DeepSeek、MiniMax 等） | 推論 API | 供應商特定的使用條款（例如 [OpenAI 使用條款](https://openai.com/policies/terms-of-use)） |
 
 # Star
 

diff --git a/docs/CONFIGURATION_GUIDE.md b/docs/CONFIGURATION_GUIDE.md
@@ -28,6 +28,7 @@ ValueCell supports multiple LLM providers. Choose at least one:
 | **Google**      | [ai.google.dev](https://ai.google.dev/)             |
 | **OpenAI**      | [platform.openai.com](https://platform.openai.com/) |
 | **DashScope**   | [bailian.console.aliyun.com](https://bailian.console.aliyun.com/#/home) |
+| **MiniMax**     | [platform.minimaxi.com](https://platform.minimaxi.com/) |
 
 ### Step 2: Configure .env File
 

diff --git a/frontend/src/assets/png/index.ts b/frontend/src/assets/png/index.ts
@@ -37,6 +37,7 @@ export { default as AzurePng } from "./model-providers/azure.png";
 export { default as DashScopePng } from "./model-providers/dashscope.png";
 export { default as DeepSeekPng } from "./model-providers/deepseek.png";
 export { default as GooglePng } from "./model-providers/google.png";
+export { default as MiniMaxPng } from "./model-providers/minimax.png";
 export { default as OllamaPng } from "./model-providers/ollama.png";
 export { default as OpenAiPng } from "./model-providers/openai.png";
 export { default as OpenAiCompatiblePng } from "./model-providers/openai-compatible.png";

diff --git a/frontend/src/assets/png/model-providers/minimax.png b/frontend/src/assets/png/model-providers/minimax.png
diff --git a/frontend/src/constants/icons.ts b/frontend/src/constants/icons.ts
@@ -9,6 +9,7 @@ import {
   GooglePng,
   HyperliquidPng,
   MexcPng,
+  MiniMaxPng,
   OkxPng,
   OllamaPng,
   OpenAiCompatiblePng,
@@ -27,6 +28,7 @@ export const MODEL_PROVIDER_ICONS = {
   google: GooglePng,
   azure: AzurePng,
   dashscope: DashScopePng,
+  minimax: MiniMaxPng,
   ollama: OllamaPng,
 };
 

diff --git a/frontend/src/i18n/locales/en.json b/frontend/src/i18n/locales/en.json
@@ -173,6 +173,7 @@
       "dashscope": "Alibaba Cloud",
       "deepseek": "DeepSeek",
       "google": "Google Cloud",
+      "minimax": "MiniMax",
       "openai": "OpenAI",
       "openai-compatible": "OpenAI Compatible API",
       "openrouter": "OpenRouter",

diff --git a/frontend/src/i18n/locales/ja.json b/frontend/src/i18n/locales/ja.json
@@ -173,6 +173,7 @@
       "dashscope": "Alibaba Cloud",
       "deepseek": "DeepSeek",
       "google": "Google Cloud",
+      "minimax": "MiniMax",
       "openai": "OpenAI",
       "openai-compatible": "OpenAI互換API",
       "openrouter": "OpenRouter",

diff --git a/frontend/src/i18n/locales/zh_CN.json b/frontend/src/i18n/locales/zh_CN.json
@@ -173,6 +173,7 @@
       "dashscope": "阿里云",
       "deepseek": "深度求索",
       "google": "谷歌云",
+      "minimax": "MiniMax",
       "openai": "OpenAI",
       "openai-compatible": "OpenAI兼容API",
       "openrouter": "OpenRouter",

diff --git a/frontend/src/i18n/locales/zh_TW.json b/frontend/src/i18n/locales/zh_TW.json
@@ -173,6 +173,7 @@
       "dashscope": "Alibaba Cloud",
       "deepseek": "DeepSeek",
       "google": "Google Cloud",
+      "minimax": "MiniMax",
       "openai": "OpenAI",
       "openai-compatible": "OpenAI相容API",
       "openrouter": "OpenRouter",

diff --git a/python/configs/config.yaml b/python/configs/config.yaml
@@ -46,7 +46,11 @@ models:
     deepseek:
       config_file: "providers/deepseek.yaml"
       api_key_env: "DEEPSEEK_API_KEY"
-
+
+    minimax:
+      config_file: "providers/minimax.yaml"
+      api_key_env: "MINIMAX_API_KEY"
+
     dashscope:
       config_file: "providers/dashscope.yaml"
       api_key_env: "DASHSCOPE_API_KEY"

diff --git a/python/configs/providers/minimax.yaml b/python/configs/providers/minimax.yaml
@@ -0,0 +1,49 @@
+# ============================================
+# MiniMax Provider Configuration
+# ============================================
+# MiniMax provides OpenAI-compatible API endpoints for their models.
+# All models support 204K context length.
+#
+# Usage:
+#   1. Set MINIMAX_API_KEY environment variable
+#   2. Set PRIMARY_PROVIDER=minimax (or use as fallback)
+#
+# Get your API key at: https://platform.minimaxi.com/
+
+name: "MiniMax"
+provider_type: "minimax"
+
+enabled: true
+
+# Connection Configuration
+connection:
+  base_url: "https://api.minimax.io/v1"
+  api_key_env: "MINIMAX_API_KEY"
+
+# Default model if none specified
+default_model: "MiniMax-M2.7"
+
+# Model Parameters Defaults
+# Note: MiniMax temperature must be in (0.0, 1.0] range
+defaults:
+  temperature: 0.7
+  max_tokens: 8096
+
+# Available Models
+models:
+  - id: "MiniMax-M2.7"
+    name: "MiniMax M2.7"
+    context_length: 204000
+    description: "MiniMax M2.7 - latest flagship model with 204K context"
+  - id: "MiniMax-M2.7-highspeed"
+    name: "MiniMax M2.7 Highspeed"
+    context_length: 204000
+    description: "MiniMax M2.7 Highspeed - faster variant with 204K context"
+  - id: "MiniMax-M2.5"
+    name: "MiniMax M2.5"
+    context_length: 204000
+    description: "MiniMax M2.5 model with 204K context"
+  - id: "MiniMax-M2.5-highspeed"
+    name: "MiniMax M2.5 Highspeed"
+    context_length: 204000
+    description: "MiniMax M2.5 Highspeed - faster variant with 204K context"
diff --git a/python/valuecell/adapters/models/__init__.py b/python/valuecell/adapters/models/__init__.py
@@ -24,6 +24,7 @@
     DashScopeProvider,
     DeepSeekProvider,
     GoogleProvider,
+    MiniMaxProvider,
     ModelFactory,
     ModelProvider,
     OllamaProvider,
@@ -49,6 +50,7 @@
     "AzureProvider",
     "SiliconFlowProvider",
     "DeepSeekProvider",
+    "MiniMaxProvider",
     "DashScopeProvider",
     "OllamaProvider",
     # Convenience functions

diff --git a/python/valuecell/adapters/models/factory.py b/python/valuecell/adapters/models/factory.py
@@ -503,6 +503,58 @@ def create_model(self, model_id: Optional[str] = None, **kwargs):
         )
 
 
+class MiniMaxProvider(ModelProvider):
+    """MiniMax model provider
+
+    MiniMax provides OpenAI-compatible API endpoints for their models
+    (MiniMax-M2.7, MiniMax-M2.7-highspeed, MiniMax-M2.5, MiniMax-M2.5-highspeed).
+    All models support 204K context length.
+
+    Configuration:
+    - MINIMAX_API_KEY: API key from MiniMax platform
+    - Base URL: https://api.minimax.io/v1 (OpenAI-compatible)
+    - Temperature must be in (0.0, 1.0] range
+    """
+
+    def create_model(self, model_id: Optional[str] = None, **kwargs):
+        """Create MiniMax model via agno (OpenAI-compatible)
+
+        Args:
+            model_id: Model identifier (uses default if None)
+            **kwargs: Additional model parameters
+
+        Returns:
+            OpenAILike model instance configured for MiniMax
+        """
+        try:
+            from agno.models.openai import OpenAILike
+        except ImportError:
+            raise ImportError(
+                "agno package not installed. Install with: pip install agno"
+            )
+
+        model_id = model_id or self.config.default_model
+        params = {**self.config.parameters, **kwargs}
+
+        # MiniMax requires temperature in (0.0, 1.0]
+        temperature = params.get("temperature")
+        if temperature is not None:
+            temperature = max(0.01, min(float(temperature), 1.0))
+
+        logger.info(f"Creating MiniMax model: {model_id}")
+
+        return OpenAILike(
+            id=model_id,
+            api_key=self.config.api_key,
+            base_url=self.config.base_url,
+            temperature=temperature,
+            max_tokens=params.get("max_tokens"),
+            top_p=params.get("top_p"),
+            frequency_penalty=params.get("frequency_penalty"),
+            presence_penalty=params.get("presence_penalty"),
+        )
+
+
 class DashScopeProvider(ModelProvider):
     """DashScope model provider (native)"""
 
@@ -607,6 +659,7 @@ class ModelFactory:
         "openai": OpenAIProvider,
         "openai-compatible": OpenAICompatibleProvider,
         "deepseek": DeepSeekProvider,
+        "minimax": MiniMaxProvider,
         "dashscope": DashScopeProvider,
         "ollama": OllamaProvider,
     }