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https://github.com/blakeblackshear/frigate.git
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36cbffcc5e
* Initial re-implementation of semantic search * put docker-compose back and make reindex match docs * remove debug code and fix import * fix docs * manually build pysqlite3 as binaries are only available for x86-64 * update comment in build_pysqlite3.sh * only embed objects * better error handling when genai fails * ask ollama to pull requested model at startup * update ollama docs * address some PR review comments * fix lint * use IPC to write description, update docs for reindex * remove gemini-pro-vision from docs as it will be unavailable soon * fix OpenAI doc available models * fix api error in gemini and metadata for embeddings
42 lines
1.3 KiB
Python
42 lines
1.3 KiB
Python
"""Ollama Provider for Frigate AI."""
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import logging
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from typing import Optional
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from httpx import TimeoutException
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from ollama import Client as ApiClient
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from ollama import ResponseError
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from frigate.config import GenAIProviderEnum
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from frigate.genai import GenAIClient, register_genai_provider
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logger = logging.getLogger(__name__)
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@register_genai_provider(GenAIProviderEnum.ollama)
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class OllamaClient(GenAIClient):
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"""Generative AI client for Frigate using Ollama."""
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provider: ApiClient
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def _init_provider(self):
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"""Initialize the client."""
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client = ApiClient(host=self.genai_config.base_url, timeout=self.timeout)
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response = client.pull(self.genai_config.model)
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if response["status"] != "success":
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logger.error("Failed to pull %s model from Ollama", self.genai_config.model)
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return None
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return client
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def _send(self, prompt: str, images: list[bytes]) -> Optional[str]:
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"""Submit a request to Ollama"""
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try:
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result = self.provider.generate(
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self.genai_config.model,
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prompt,
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images=images,
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)
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return result["response"].strip()
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except (TimeoutException, ResponseError):
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return None
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