diff --git a/.env.example b/.env.example
index 1328b838..bc3cb3f8 100644
--- a/.env.example
+++ b/.env.example
@@ -3,4 +3,5 @@ OPENAI_API_KEY=
GOOGLE_API_KEY=
ANTHROPIC_API_KEY=
XAI_API_KEY=
+MINIMAX_API_KEY=
OPENROUTER_API_KEY=
diff --git a/README.md b/README.md
index 8cf085e8..e204994b 100644
--- a/README.md
+++ b/README.md
@@ -29,7 +29,7 @@
## News
- [2026-03] **TradingAgents v0.2.1** released with GPT-5.4, Gemini 3.1, Claude 4.6 model coverage and improved system stability.
-- [2026-02] **TradingAgents v0.2.0** released with multi-provider LLM support (GPT-5.x, Gemini 3.x, Claude 4.x, Grok 4.x) and improved system architecture.
+- [2026-02] **TradingAgents v0.2.0** released with multi-provider LLM support (GPT-5.x, Gemini 3.x, Claude 4.x, Grok 4.x, MiniMax-M2.7) and improved system architecture.
- [2026-01] **Trading-R1** [Technical Report](https://arxiv.org/abs/2509.11420) released, with [Terminal](https://github.com/TauricResearch/Trading-R1) expected to land soon.
@@ -126,6 +126,7 @@ export OPENAI_API_KEY=... # OpenAI (GPT)
export GOOGLE_API_KEY=... # Google (Gemini)
export ANTHROPIC_API_KEY=... # Anthropic (Claude)
export XAI_API_KEY=... # xAI (Grok)
+export MINIMAX_API_KEY=... # MiniMax
export OPENROUTER_API_KEY=... # OpenRouter
export ALPHA_VANTAGE_API_KEY=... # Alpha Vantage
```
@@ -163,7 +164,7 @@ An interface will appear showing results as they load, letting you track the age
### Implementation Details
-We built TradingAgents with LangGraph to ensure flexibility and modularity. The framework supports multiple LLM providers: OpenAI, Google, Anthropic, xAI, OpenRouter, and Ollama.
+We built TradingAgents with LangGraph to ensure flexibility and modularity. The framework supports multiple LLM providers: OpenAI, Google, Anthropic, xAI, MiniMax, OpenRouter, and Ollama.
### Python Usage
@@ -187,7 +188,7 @@ from tradingagents.graph.trading_graph import TradingAgentsGraph
from tradingagents.default_config import DEFAULT_CONFIG
config = DEFAULT_CONFIG.copy()
-config["llm_provider"] = "openai" # openai, google, anthropic, xai, openrouter, ollama
+config["llm_provider"] = "openai" # openai, google, anthropic, xai, minimax, openrouter, ollama
config["deep_think_llm"] = "gpt-5.2" # Model for complex reasoning
config["quick_think_llm"] = "gpt-5-mini" # Model for quick tasks
config["max_debate_rounds"] = 2
diff --git a/cli/utils.py b/cli/utils.py
index 5a8ec16c..2b5163ff 100644
--- a/cli/utils.py
+++ b/cli/utils.py
@@ -155,6 +155,12 @@ def select_shallow_thinking_agent(provider) -> str:
("Grok 4 Fast (Non-Reasoning) - Speed optimized", "grok-4-fast-non-reasoning"),
("Grok 4.1 Fast (Reasoning) - High-performance, 2M ctx", "grok-4-1-fast-reasoning"),
],
+ "minimax": [
+ ("MiniMax-M2.7-highspeed - High-speed M2.7 for low-latency", "MiniMax-M2.7-highspeed"),
+ ("MiniMax-M2.7 - Latest flagship, enhanced reasoning", "MiniMax-M2.7"),
+ ("MiniMax-M2.5-highspeed - Ultra-fast, 204K context", "MiniMax-M2.5-highspeed"),
+ ("MiniMax-M2.5 - Flagship, 204K context", "MiniMax-M2.5"),
+ ],
"openrouter": [
("NVIDIA Nemotron 3 Nano 30B (free)", "nvidia/nemotron-3-nano-30b-a3b:free"),
("Z.AI GLM 4.5 Air (free)", "z-ai/glm-4.5-air:free"),
@@ -222,6 +228,12 @@ def select_deep_thinking_agent(provider) -> str:
("Grok 4 Fast (Reasoning) - High-performance", "grok-4-fast-reasoning"),
("Grok 4.1 Fast (Non-Reasoning) - Speed optimized, 2M ctx", "grok-4-1-fast-non-reasoning"),
],
+ "minimax": [
+ ("MiniMax-M2.7 - Latest flagship, enhanced reasoning", "MiniMax-M2.7"),
+ ("MiniMax-M2.7-highspeed - High-speed M2.7 for low-latency", "MiniMax-M2.7-highspeed"),
+ ("MiniMax-M2.5 - Flagship, 204K context", "MiniMax-M2.5"),
+ ("MiniMax-M2.5-highspeed - Ultra-fast, 204K context", "MiniMax-M2.5-highspeed"),
+ ],
"openrouter": [
("Z.AI GLM 4.5 Air (free)", "z-ai/glm-4.5-air:free"),
("NVIDIA Nemotron 3 Nano 30B (free)", "nvidia/nemotron-3-nano-30b-a3b:free"),
@@ -263,6 +275,7 @@ def select_llm_provider() -> tuple[str, str]:
("Google", "https://generativelanguage.googleapis.com/v1"),
("Anthropic", "https://api.anthropic.com/"),
("xAI", "https://api.x.ai/v1"),
+ ("MiniMax", "https://api.minimax.io/v1"),
("Openrouter", "https://openrouter.ai/api/v1"),
("Ollama", "http://localhost:11434/v1"),
]
diff --git a/tradingagents/llm_clients/factory.py b/tradingagents/llm_clients/factory.py
index 93c2a7d3..65193300 100644
--- a/tradingagents/llm_clients/factory.py
+++ b/tradingagents/llm_clients/factory.py
@@ -15,7 +15,7 @@ def create_llm_client(
"""Create an LLM client for the specified provider.
Args:
- provider: LLM provider (openai, anthropic, google, xai, ollama, openrouter)
+ provider: LLM provider (openai, anthropic, google, xai, minimax, ollama, openrouter)
model: Model name/identifier
base_url: Optional base URL for API endpoint
**kwargs: Additional provider-specific arguments
@@ -40,6 +40,9 @@ def create_llm_client(
if provider_lower == "xai":
return OpenAIClient(model, base_url, provider="xai", **kwargs)
+ if provider_lower == "minimax":
+ return OpenAIClient(model, base_url, provider="minimax", **kwargs)
+
if provider_lower == "anthropic":
return AnthropicClient(model, base_url, **kwargs)
diff --git a/tradingagents/llm_clients/openai_client.py b/tradingagents/llm_clients/openai_client.py
index 4605c1f9..67cdb7b5 100644
--- a/tradingagents/llm_clients/openai_client.py
+++ b/tradingagents/llm_clients/openai_client.py
@@ -27,7 +27,7 @@ class UnifiedChatOpenAI(ChatOpenAI):
class OpenAIClient(BaseLLMClient):
- """Client for OpenAI, Ollama, OpenRouter, and xAI providers."""
+ """Client for OpenAI, Ollama, OpenRouter, xAI, and MiniMax providers."""
def __init__(
self,
@@ -53,6 +53,11 @@ class OpenAIClient(BaseLLMClient):
api_key = os.environ.get("OPENROUTER_API_KEY")
if api_key:
llm_kwargs["api_key"] = api_key
+ elif self.provider == "minimax":
+ llm_kwargs["base_url"] = "https://api.minimax.io/v1"
+ api_key = os.environ.get("MINIMAX_API_KEY")
+ if api_key:
+ llm_kwargs["api_key"] = api_key
elif self.provider == "ollama":
llm_kwargs["base_url"] = "http://localhost:11434/v1"
llm_kwargs["api_key"] = "ollama" # Ollama doesn't require auth
diff --git a/tradingagents/llm_clients/validators.py b/tradingagents/llm_clients/validators.py
index 1e2388b3..b9233eb3 100644
--- a/tradingagents/llm_clients/validators.py
+++ b/tradingagents/llm_clients/validators.py
@@ -48,6 +48,14 @@ VALID_MODELS = {
"grok-4-fast-reasoning",
"grok-4-fast-non-reasoning",
],
+ "minimax": [
+ # MiniMax M2.7 series (latest flagship, OpenAI-compatible)
+ "MiniMax-M2.7",
+ "MiniMax-M2.7-highspeed",
+ # MiniMax M2.5 series (204K context, OpenAI-compatible)
+ "MiniMax-M2.5",
+ "MiniMax-M2.5-highspeed",
+ ],
}