Support for Openrouter (#1628)
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@@ -42,6 +42,17 @@ config = {
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}
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}
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# Use Openrouter by passing it's api key
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# os.environ["OPENROUTER_API_KEY"] = "your-api-key"
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# config = {
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# "llm": {
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# "provider": "openai",
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# "config": {
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# "model": "meta-llama/llama-3.1-70b-instruct",
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# }
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# }
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# }
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m = Memory.from_config(config)
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m.add("Likes to play cricket on weekends", user_id="alice", metadata={"category": "hobbies"})
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```
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@@ -11,10 +11,18 @@ class BaseLlmConfig(ABC):
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model: Optional[str] = None,
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temperature: float = 0,
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max_tokens: int = 3000,
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top_p: float = 1,
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top_p: float = 0,
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top_k: int = 1,
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# Openrouter specific
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models: Optional[list[str]] = None,
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route: Optional[str] = "fallback",
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openrouter_base_url: Optional[str] = "https://openrouter.ai/api/v1",
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site_url: Optional[str] = None,
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app_name: Optional[str] = None,
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# Ollama specific
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base_url: Optional[str] = None
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ollama_base_url: Optional[str] = None
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):
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"""
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Initializes a configuration class instance for the LLM.
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@@ -29,14 +37,34 @@ class BaseLlmConfig(ABC):
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:param top_p: Controls the diversity of words. Higher values (closer to 1) make word selection more diverse,
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defaults to 1
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:type top_p: float, optional
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:param base_url: The base URL of the LLM, defaults to None
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:type base_url: Optional[str], optional
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:param top_k: Controls the diversity of words. Higher values make word selection more diverse, defaults to 0
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:type top_k: int, optional
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:param models: Controls the Openrouter models used, defaults to None
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:type models: Optional[list[str]], optional
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:param route: Controls the Openrouter route used, defaults to "fallback"
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:type route: Optional[str], optional
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:param openrouter_base_url: Controls the Openrouter base URL used, defaults to "https://openrouter.ai/api/v1"
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:type openrouter_base_url: Optional[str], optional
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:param site_url: Controls the Openrouter site URL used, defaults to None
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:type site_url: Optional[str], optional
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:param app_name: Controls the Openrouter app name used, defaults to None
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:type app_name: Optional[str], optional
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:param ollama_base_url: The base URL of the LLM, defaults to None
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:type ollama_base_url: Optional[str], optional
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"""
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self.model = model
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self.temperature = temperature
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self.max_tokens = max_tokens
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self.top_p = top_p
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self.top_k = top_k
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# Openrouter specific
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self.models = models
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self.route = route
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self.openrouter_base_url = openrouter_base_url
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self.site_url = site_url
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self.app_name = app_name
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# Ollama specific
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self.base_url = base_url
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self.ollama_base_url = ollama_base_url
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@@ -14,7 +14,7 @@ class OllamaLLM(LLMBase):
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if not self.config.model:
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self.config.model="llama3.1:70b"
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self.client = Client(host=self.config.base_url)
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self.client = Client(host=self.config.ollama_base_url)
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self._ensure_model_exists()
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def _ensure_model_exists(self):
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@@ -1,3 +1,4 @@
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import os
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import json
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from typing import Dict, List, Optional
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@@ -12,7 +13,11 @@ class OpenAILLM(LLMBase):
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if not self.config.model:
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self.config.model="gpt-4o"
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self.client = OpenAI()
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if os.environ.get("OPENROUTER_API_KEY"):
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self.client = OpenAI(api_key=os.environ.get("OPENROUTER_API_KEY"), base_url=self.config.openrouter_base_url)
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else:
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self.client = OpenAI()
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def _parse_response(self, response, tools):
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"""
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@@ -68,6 +73,23 @@ class OpenAILLM(LLMBase):
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"max_tokens": self.config.max_tokens,
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"top_p": self.config.top_p
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}
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if os.getenv("OPENROUTER_API_KEY"):
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openrouter_params = {}
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if self.config.models:
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openrouter_params["models"] = self.config.models
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openrouter_params["route"] = self.config.route
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params.pop("model")
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if self.config.site_url and self.config.app_name:
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extra_headers={
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"HTTP-Referer": self.config.site_url,
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"X-Title": self.config.app_name
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}
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openrouter_params["extra_headers"] = extra_headers
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params.update(**openrouter_params)
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if response_format:
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params["response_format"] = response_format
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if tools:
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