mirror of
https://github.com/farcasclaudiu/TradingAgents.git
synced 2026-06-22 07:01:21 +03:00
feat: add DeepSeek, Qwen, GLM, and Azure OpenAI provider support
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@@ -0,0 +1,52 @@
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import os
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from typing import Any, Optional
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from langchain_openai import AzureChatOpenAI
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from .base_client import BaseLLMClient, normalize_content
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from .validators import validate_model
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_PASSTHROUGH_KWARGS = (
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"timeout", "max_retries", "api_key", "reasoning_effort",
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"callbacks", "http_client", "http_async_client",
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)
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class NormalizedAzureChatOpenAI(AzureChatOpenAI):
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"""AzureChatOpenAI with normalized content output."""
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def invoke(self, input, config=None, **kwargs):
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return normalize_content(super().invoke(input, config, **kwargs))
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class AzureOpenAIClient(BaseLLMClient):
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"""Client for Azure OpenAI deployments.
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Requires environment variables:
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AZURE_OPENAI_API_KEY: API key
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AZURE_OPENAI_ENDPOINT: Endpoint URL (e.g. https://<resource>.openai.azure.com/)
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AZURE_OPENAI_DEPLOYMENT_NAME: Deployment name
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OPENAI_API_VERSION: API version (e.g. 2025-03-01-preview)
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"""
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def __init__(self, model: str, base_url: Optional[str] = None, **kwargs):
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super().__init__(model, base_url, **kwargs)
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def get_llm(self) -> Any:
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"""Return configured AzureChatOpenAI instance."""
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self.warn_if_unknown_model()
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llm_kwargs = {
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"model": self.model,
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"azure_deployment": os.environ.get("AZURE_OPENAI_DEPLOYMENT_NAME", self.model),
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}
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for key in _PASSTHROUGH_KWARGS:
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if key in self.kwargs:
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llm_kwargs[key] = self.kwargs[key]
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return NormalizedAzureChatOpenAI(**llm_kwargs)
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def validate_model(self) -> bool:
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"""Azure accepts any deployed model name."""
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return True
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@@ -4,6 +4,12 @@ from .base_client import BaseLLMClient
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from .openai_client import OpenAIClient
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from .anthropic_client import AnthropicClient
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from .google_client import GoogleClient
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from .azure_client import AzureOpenAIClient
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# Providers that use the OpenAI-compatible chat completions API
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_OPENAI_COMPATIBLE = (
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"openai", "xai", "deepseek", "qwen", "glm", "ollama", "openrouter",
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)
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def create_llm_client(
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@@ -15,16 +21,10 @@ def create_llm_client(
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"""Create an LLM client for the specified provider.
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Args:
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provider: LLM provider (openai, anthropic, google, xai, ollama, openrouter)
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provider: LLM provider name
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model: Model name/identifier
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base_url: Optional base URL for API endpoint
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**kwargs: Additional provider-specific arguments
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- http_client: Custom httpx.Client for SSL proxy or certificate customization
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- http_async_client: Custom httpx.AsyncClient for async operations
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- timeout: Request timeout in seconds
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- max_retries: Maximum retry attempts
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- api_key: API key for the provider
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- callbacks: LangChain callbacks
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Returns:
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Configured BaseLLMClient instance
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@@ -34,16 +34,16 @@ def create_llm_client(
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"""
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provider_lower = provider.lower()
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if provider_lower in ("openai", "ollama", "openrouter"):
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if provider_lower in _OPENAI_COMPATIBLE:
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return OpenAIClient(model, base_url, provider=provider_lower, **kwargs)
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if provider_lower == "xai":
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return OpenAIClient(model, base_url, provider="xai", **kwargs)
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if provider_lower == "anthropic":
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return AnthropicClient(model, base_url, **kwargs)
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if provider_lower == "google":
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return GoogleClient(model, base_url, **kwargs)
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if provider_lower == "azure":
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return AzureOpenAIClient(model, base_url, **kwargs)
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raise ValueError(f"Unsupported LLM provider: {provider}")
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@@ -63,8 +63,43 @@ MODEL_OPTIONS: ProviderModeOptions = {
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("Grok 4.1 Fast (Non-Reasoning) - Speed optimized, 2M ctx", "grok-4-1-fast-non-reasoning"),
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],
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},
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# OpenRouter models are fetched dynamically at CLI runtime.
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# No static entries needed; any model ID is accepted by the validator.
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"deepseek": {
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"quick": [
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("DeepSeek V3.2", "deepseek-chat"),
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("Custom model ID", "custom"),
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],
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"deep": [
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("DeepSeek V3.2 (thinking)", "deepseek-reasoner"),
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("DeepSeek V3.2", "deepseek-chat"),
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("Custom model ID", "custom"),
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],
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},
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"qwen": {
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"quick": [
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("Qwen 3.5 Flash", "qwen3.5-flash"),
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("Qwen Plus", "qwen-plus"),
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("Custom model ID", "custom"),
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],
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"deep": [
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("Qwen 3.6 Plus", "qwen3.6-plus"),
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("Qwen 3.5 Plus", "qwen3.5-plus"),
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("Qwen 3 Max", "qwen3-max"),
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("Custom model ID", "custom"),
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],
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},
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"glm": {
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"quick": [
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("GLM-4.7", "glm-4.7"),
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("GLM-5", "glm-5"),
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("Custom model ID", "custom"),
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],
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"deep": [
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("GLM-5.1", "glm-5.1"),
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("GLM-5", "glm-5"),
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("Custom model ID", "custom"),
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],
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},
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# OpenRouter: fetched dynamically. Azure: any deployed model name.
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"ollama": {
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"quick": [
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("Qwen3:latest (8B, local)", "qwen3:latest"),
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@@ -27,6 +27,9 @@ _PASSTHROUGH_KWARGS = (
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# Provider base URLs and API key env vars
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_PROVIDER_CONFIG = {
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"xai": ("https://api.x.ai/v1", "XAI_API_KEY"),
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"deepseek": ("https://api.deepseek.com", "DEEPSEEK_API_KEY"),
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"qwen": ("https://dashscope-intl.aliyuncs.com/compatible-mode/v1", "DASHSCOPE_API_KEY"),
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"glm": ("https://api.z.ai/api/paas/v4/", "ZHIPU_API_KEY"),
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"openrouter": ("https://openrouter.ai/api/v1", "OPENROUTER_API_KEY"),
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"ollama": ("http://localhost:11434/v1", None),
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}
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