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https://github.com/blakeblackshear/frigate.git
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List models supported by provider
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parent
78b22d722e
commit
9046890a37
@ -329,6 +329,13 @@ Guidelines:
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"""
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return True
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def list_models(self) -> list[str]:
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"""Return the list of model names available from this provider.
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Providers should override this to query their backend.
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"""
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return []
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def get_context_size(self) -> int:
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"""Get the context window size for this provider in tokens."""
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return 4096
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@ -82,6 +82,14 @@ class OpenAIClient(GenAIClient):
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return str(result.choices[0].message.content.strip())
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return None
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def list_models(self) -> list[str]:
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"""Return available model IDs from Azure OpenAI."""
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try:
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return sorted(m.id for m in self.provider.models.list().data)
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except Exception as e:
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logger.warning("Failed to list Azure OpenAI models: %s", e)
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return []
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def get_context_size(self) -> int:
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"""Get the context window size for Azure OpenAI."""
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return 128000
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@ -87,6 +87,14 @@ class GeminiClient(GenAIClient):
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return None
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return description
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def list_models(self) -> list[str]:
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"""Return available model names from Gemini."""
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try:
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return sorted(m.name for m in self.provider.models.list())
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except Exception as e:
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logger.warning("Failed to list Gemini models: %s", e)
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return []
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def get_context_size(self) -> int:
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"""Get the context window size for Gemini."""
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# Gemini Pro Vision has a 1M token context window
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@ -236,6 +236,23 @@ class LlamaCppClient(GenAIClient):
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"""Whether the loaded model supports tool/function calling."""
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return self._supports_tools
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def list_models(self) -> list[str]:
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"""Return available model IDs from the llama.cpp server."""
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if self.provider is None:
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return []
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try:
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response = requests.get(f"{self.provider}/v1/models", timeout=10)
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response.raise_for_status()
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models = []
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for m in response.json().get("data", []):
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models.append(m.get("id", "unknown"))
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for alias in m.get("aliases", []):
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models.append(alias)
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return sorted(models)
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except Exception as e:
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logger.warning("Failed to list llama.cpp models: %s", e)
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return []
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def get_context_size(self) -> int:
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"""Get the context window size for llama.cpp.
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@ -24,6 +24,7 @@ class GenAIClientManager:
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self._chat_client: Optional[GenAIClient] = None
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self._description_client: Optional[GenAIClient] = None
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self._embeddings_client: Optional[GenAIClient] = None
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self._clients: dict[str, "GenAIClient"] = {}
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self.update_config(config)
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def update_config(self, config: FrigateConfig) -> None:
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@ -38,6 +39,7 @@ class GenAIClientManager:
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self._chat_client = None
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self._description_client = None
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self._embeddings_client = None
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self._clients = {}
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if not config.genai:
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return
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@ -64,6 +66,8 @@ class GenAIClientManager:
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)
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continue
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self._clients[_name] = client
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for role in genai_cfg.roles:
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if role == GenAIRoleEnum.chat:
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self._chat_client = client
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@ -86,3 +90,7 @@ class GenAIClientManager:
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def embeddings_client(self) -> "Optional[GenAIClient]":
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"""Client configured for the embeddings role."""
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return self._embeddings_client
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def list_models(self) -> dict[str, list[str]]:
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"""Return available models keyed by config entry name."""
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return {name: client.list_models() for name, client in self._clients.items()}
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@ -132,6 +132,15 @@ class OllamaClient(GenAIClient):
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logger.warning("Ollama returned an error: %s", str(e))
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return None
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def list_models(self) -> list[str]:
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"""Return available model names from the Ollama server."""
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try:
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response = self.provider.list()
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return sorted(m.get("name", m.get("model", "")) for m in response.get("models", []))
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except Exception as e:
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logger.warning("Failed to list Ollama models: %s", e)
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return []
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def get_context_size(self) -> int:
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"""Get the context window size for Ollama."""
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return int(
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@ -86,6 +86,14 @@ class OpenAIClient(GenAIClient):
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logger.warning("OpenAI returned an error: %s", str(e))
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return None
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def list_models(self) -> list[str]:
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"""Return available model IDs from the OpenAI-compatible API."""
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try:
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return sorted(m.id for m in self.provider.models.list().data)
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except Exception as e:
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logger.warning("Failed to list OpenAI models: %s", e)
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return []
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def get_context_size(self) -> int:
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"""Get the context window size for OpenAI."""
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if self.context_size is not None:
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