Gemini API 中的新功能：您现在可以启用url_context工具，模型可以使用它来请求 URL 的内容作为回复提示的一部分。
我发布了llm-gemini 0.25 版本，新增了-o url_context 1选项，添加了对此功能的支持。你可以这样尝试：
llm install -U llm-gemini llm keys set gemini # If you need to set an API key llm -m gemini-2.5-flash -o url_context 1 \ 'Latest headline on simonwillison.net'从获取的内容中获取的令牌将作为输入令牌收费。使用llm install -U llm-gemini llm keys set gemini # If you need to set an API key llm -m gemini-2.5-flash -o url_context 1 \ 'Latest headline on simonwillison.net'
llm logs -c --usage查看令牌数量：
# 2025-08-18T23:52:46 conversation: 01k2zsk86pyp8p5v7py38pg3ge id: 01k2zsk17k1d03veax49532zs2 Model: **gemini/gemini-2.5-flash** ## Prompt Latest headline on simonwillison.net ## Response The latest headline on simonwillison.net as of August 17, 2025, is "TIL: Running a gpt-oss eval suite against LM Studio on a Mac.". ## Token usage 9,613 input, 87 output, {"candidatesTokenCount": 57, "promptTokensDetails": [{"modality": "TEXT", "tokenCount": 10}], "toolUsePromptTokenCount": 9603, "toolUsePromptTokensDetails": [{"modality": "TEXT", "tokenCount": 9603}], "thoughtsTokenCount": 30}通过# 2025-08-18T23:52:46 conversation: 01k2zsk86pyp8p5v7py38pg3ge id: 01k2zsk17k1d03veax49532zs2 Model: **gemini/gemini-2.5-flash** ## Prompt Latest headline on simonwillison.net ## Response The latest headline on simonwillison.net as of August 17, 2025, is "TIL: Running a gpt-oss eval suite against LM Studio on a Mac.". ## Token usage 9,613 input, 87 output, {"candidatesTokenCount": 57, "promptTokensDetails": [{"modality": "TEXT", "tokenCount": 10}], "toolUsePromptTokenCount": 9603, "toolUsePromptTokensDetails": [{"modality": "TEXT", "tokenCount": 9603}], "thoughtsTokenCount": 30}
标签：谷歌、人工智能、生成人工智能、法学硕士、法学硕士、双子座
原文： https://simonwillison.net/2025/Aug/18/google-gemini-url-context/#atom-everything