{ "metadata": { "duration": 146.94 }, "segments": [ { "start_time": 0, "end_time": 24.88, "content": " After reading tons of productivity books, I came across so many rules, like the two-year rule, the five-minute rule, the five-second rule. No, not that five second rule. The problem is that these rules were meant for companies or entrepreneurs, but I was able to adapt them to my studies during med school and drastically cut down to my procrastination. So I'm going to share with you two different two minute rules for the next two minutes. The first two minute rule comes from" }, { "start_time": 24.88, "end_time": 45.5, "content": " getting things done by David Allen. He says if it takes two minutes to do, get it done right now. For example, if I need to take out the trash today, it takes two minutes to do. So if I'm thinking about it now, might as well just do it now. Instead of writing it down on a to-do list or probably forgetting about it or having to come back to it later, which takes more than two minutes. That's how I see it." }, { "start_time": 45.5, "end_time": 67.86, "content": " So here's a list of things that might take two minutes throughout the day, like organizing your desk or watering your plants or clipping those nasty nails. I just do it when I notice it, but these little things start to add up, so this rule biases my brain towards taking action and away from procrastination. The second two-minute rule comes from atomic habits by James Clear. He says, when you're trying to do something you don't really want to do, simplify the" }, { "start_time": 67.86, "end_time": 91.27, "content": " task down to two minutes or less. So doing your entire reading assignment becomes just reading one paragraph or memorizing the entire periodic table becomes memorizing just 10 flashcards. Now, some of you might think, yeah, this is just a Jedi mind trick. Like, why would I fall for it? How is this at all sustainable? And to that, he says, when you're starting out, limit yourself to only two minutes." }, { "start_time": 91.27, "end_time": 117.33, "content": " So back in med school, I wanted to build a habit of studying for one hour every day before dinner. So I tried this trick, but I limited myself to just two minutes. I'd sit down, open my laptop, study for two minutes, and then close my laptop and went to do something else. It seems unproductive at first, right? It seems stupid. But staying consistent with this two-minute routine day after day meant that I was becoming the type of person who studies daily." }, { "start_time": 117.33, "end_time": 137.99, "content": " I was mastering the habit of just showing up because a habit needs to be established before it can be expanded upon. If I can't become a person who studies for just two minutes a day, I'd never be able to become the person that studies for an hour a day. You've got to start somewhere, but starting small is easier. There's a lot of other useful tips from books." }, { "start_time": 138.15, "end_time": 146.94, "content": " I cover more here in this video on three books and three minutes. Check it out. And if you guys like these types of videos, let me know in the comments below. I'll see you there. Bye." } ]}
The type of the skill. Use 'skill_reference' for DB-stored skills referenced by id/name. Use 'inline' to provide the skill as a base64-encoded zip bundle.
How to pass video to the captioning model: 'frames' extracts N JPEG frames per segment, 'native_video' sends the mp4 clip directly via video_url for models with native video understanding. Defaults to 'native_video' for Qwen deployment models, 'frames' for others.
When True, transcribe the audio track to align segment boundaries. When False (default), skip ASR and use fixed-duration video segments only (visual-only captioning).
Reuse cached representations of document/video content across calls. When True (default), the file is cached after the first call so repeated queries against the same file skip re-transmitting its contents. Set to False to always send the full content.
Delivery tier for the request. 'standard'/'default' uses baseline rates, 'flex' applies a 50% discount with higher latency, 'priority' applies a 1.8x premium. When omitted (or 'auto'), the server default ('standard') applies. The chosen tier drives both billing and the latency/availability SLO.
Whether to process the document in batch mode (async).
Response
Successful Response
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He says if it takes two minutes to do, get it done right now. For example, if I need to take out the trash today, it takes two minutes to do. So if I'm thinking about it now, might as well just do it now. Instead of writing it down on a to-do list or probably forgetting about it or having to come back to it later, which takes more than two minutes. That's how I see it.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`45.5`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`67.86`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" So here's a list of things that might take two minutes throughout the day, like organizing your desk or watering your plants or clipping those nasty nails. I just do it when I notice it, but these little things start to add up, so this rule biases my brain towards taking action and away from procrastination. The second two-minute rule comes from atomic habits by James Clear. He says, when you're trying to do something you don't really want to do, simplify the\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`67.86`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`91.27`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" task down to two minutes or less. So doing your entire reading assignment becomes just reading one paragraph or memorizing the entire periodic table becomes memorizing just 10 flashcards. Now, some of you might think, yeah, this is just a Jedi mind trick. Like, why would I fall for it? How is this at all sustainable? And to that, he says, when you're starting out, limit yourself to only two minutes.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`91.27`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`117.33`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" So back in med school, I wanted to build a habit of studying for one hour every day before dinner. So I tried this trick, but I limited myself to just two minutes. I'd sit down, open my laptop, study for two minutes, and then close my laptop and went to do something else. It seems unproductive at first, right? It seems stupid. But staying consistent with this two-minute routine day after day meant that I was becoming the type of person who studies daily.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`117.33`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`137.99`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" I was mastering the habit of just showing up because a habit needs to be established before it can be expanded upon. If I can't become a person who studies for just two minutes a day, I'd never be able to become the person that studies for an hour a day. You've got to start somewhere, but starting small is easier. There's a lot of other useful tips from books.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`138.15`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`146.94`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" I cover more here in this video on three books and three minutes. Check it out. And if you guys like these types of videos, let me know in the comments below. I'll see you there. Bye.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide 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across so many rules, like the two-year rule, the five-minute rule, the five-second rule. No, not that five second rule. The problem is that these rules were meant for companies or entrepreneurs, but I was able to adapt them to my studies during med school and drastically cut down to my procrastination. So I'm going to share with you two different two minute rules for the next two minutes. The first two minute rule comes from\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`24.88`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`45.5`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" getting things done by David Allen. He says if it takes two minutes to do, get it done right now. For example, if I need to take out the trash today, it takes two minutes to do. So if I'm thinking about it now, might as well just do it now. Instead of writing it down on a to-do list or probably forgetting about it or having to come back to it later, which takes more than two minutes. That's how I see it.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`45.5`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`67.86`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" So here's a list of things that might take two minutes throughout the day, like organizing your desk or watering your plants or clipping those nasty nails. I just do it when I notice it, but these little things start to add up, so this rule biases my brain towards taking action and away from procrastination. The second two-minute rule comes from atomic habits by James Clear. He says, when you're trying to do something you don't really want to do, simplify the\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`67.86`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`91.27`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" task down to two minutes or less. So doing your entire reading assignment becomes just reading one paragraph or memorizing the entire periodic table becomes memorizing just 10 flashcards. Now, some of you might think, yeah, this is just a Jedi mind trick. Like, why would I fall for it? How is this at all sustainable? And to that, he says, when you're starting out, limit yourself to only two minutes.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`91.27`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`117.33`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" So back in med school, I wanted to build a habit of studying for one hour every day before dinner. So I tried this trick, but I limited myself to just two minutes. I'd sit down, open my laptop, study for two minutes, and then close my laptop and went to do something else. It seems unproductive at first, right? It seems stupid. But staying consistent with this two-minute routine day after day meant that I was becoming the type of person who studies daily.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`117.33`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`137.99`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" I was mastering the habit of just showing up because a habit needs to be established before it can be expanded upon. If I can't become a person who studies for just two minutes a day, I'd never be able to become the person that studies for an hour a day. You've got to start somewhere, but starting small is easier. There's a lot of other useful tips from books.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"start_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`138.15`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"end_time\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#B5CEA8`},children:`146.94`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\" I cover more here in this video on three books and three minutes. Check it out. And if you guys like these types of videos, let me know in the comments below. I'll see you there. Bye.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),`\n`,_jsx(ResponseExample,{children:_jsx(CodeBlock,{filename:``,numberOfLines:`12`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light 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`}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\"\u003csee JSON response example>\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#005CC5`,\"--shiki-dark\":`#9CDCFE`},children:` \"status\"`}),_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#032F62`,\"--shiki-dark\":`#CE9178`},children:`\"enqueued\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#24292E`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})})})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"codeStyling":{"theme":{"light":"github-light","dark":"dark-plus"}},"config":{},"pageMetadata":{"title":"Audio → JSON","openapi":"https://api.vlm.run/openapi.json POST /v1/audio/generate","description":"Generate structured prediction for the given audio file.","href":"/api-reference/v1/post-audio-generate"}}}},"mdxExtracts":{"tableOfContents":[{"title":"Example Output","slug":"example-output","depth":3,"children":[]}],"codeExamples":{"request":{"type":"RequestExample","children":[{"filename":"Python (with domain)","html":"\u003cpre class=\"shiki shiki-themes github-light dark-plus\" style=\"background-color:#fff;--shiki-dark-bg:#0B0C0E;color:#24292e;--shiki-dark:#D4D4D4\" language=\"python\">\u003ccode language=\"python\" numberOfLines=\"9\">\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">from\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> pathlib \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> Path\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">from\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> vlmrun.client \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> VLMRun\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">client \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> VLMRun(\u003c/span>\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\">api_key\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"\u0026#x3C;VLMRUN_API_KEY>\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">)\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">response \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> client.audio.generate(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\"> file\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">Path(\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"\u0026#x3C;path>.mp3\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">),\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\"> domain\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"audio.transcription\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\"> batch\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#569CD6\">True\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">)\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"Python (with skill)","html":"\u003cpre class=\"shiki shiki-themes github-light dark-plus\" style=\"background-color:#fff;--shiki-dark-bg:#0B0C0E;color:#24292e;--shiki-dark:#D4D4D4\" language=\"python\">\u003ccode language=\"python\" numberOfLines=\"13\">\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">from\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> pathlib \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> Path\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">from\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> vlmrun.client \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> VLMRun\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">from\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> vlmrun.client.types \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> GenerationConfig, AgentSkill\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">client \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> VLMRun(\u003c/span>\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\">api_key\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"\u0026#x3C;VLMRUN_API_KEY>\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">)\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">response \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> client.audio.generate(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\"> file\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">Path(\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"\u0026#x3C;path>.mp3\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">),\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\"> domain\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"audio.transcription\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\"> batch\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#569CD6\">True\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\"> config\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">GenerationConfig(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\"> skills\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">[AgentSkill(\u003c/span>\u003cspan style=\"color:#E36209;--shiki-dark:#9CDCFE\">skill_name\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"\u0026#x3C;skill-name>\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">)]\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> )\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">)\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"Node.js (with domain)","html":"\u003cpre class=\"shiki shiki-themes github-light dark-plus\" style=\"background-color:#fff;--shiki-dark-bg:#0B0C0E;color:#24292e;--shiki-dark:#D4D4D4\" language=\"typescript\">\u003ccode language=\"typescript\" numberOfLines=\"10\">\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">VlmRun\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> } \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">from\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\"> \"vlmrun\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">;\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#4FC1FF\"> client\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#569CD6\"> new\u003c/span>\u003cspan style=\"color:#6F42C1;--shiki-dark:#DCDCAA\"> VlmRun\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">({\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">apiKey:\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\"> \"\u0026#x3C;VLMRUN_API_KEY>\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">});\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#4FC1FF\"> fileResponse\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\"> await\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> client\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">files\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#6F42C1;--shiki-dark:#DCDCAA\">upload\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> filePath\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"\u0026#x3C;path>.mp3\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">);\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#4FC1FF\"> response\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\"> await\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> client\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">audio\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#6F42C1;--shiki-dark:#DCDCAA\">generate\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">({\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> fileId:\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> fileResponse\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">id\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> domain:\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\"> \"audio.transcription\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">});\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"Node.js (with skill)","html":"\u003cpre class=\"shiki shiki-themes github-light dark-plus\" style=\"background-color:#fff;--shiki-dark-bg:#0B0C0E;color:#24292e;--shiki-dark:#D4D4D4\" language=\"typescript\">\u003ccode language=\"typescript\" numberOfLines=\"13\">\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">VlmRun\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> } \u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\">from\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\"> \"vlmrun\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">;\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#4FC1FF\"> client\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#569CD6\"> new\u003c/span>\u003cspan style=\"color:#6F42C1;--shiki-dark:#DCDCAA\"> VlmRun\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">({\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">apiKey:\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\"> \"\u0026#x3C;VLMRUN_API_KEY>\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">});\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#4FC1FF\"> fileResponse\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\"> await\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> client\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">files\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#6F42C1;--shiki-dark:#DCDCAA\">upload\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> filePath\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"\u0026#x3C;path>.mp3\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">);\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#D73A49;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#4FC1FF\"> response\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#D73A49;--shiki-dark:#C586C0\"> await\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> client\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">audio\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#6F42C1;--shiki-dark:#DCDCAA\">generate\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">({\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> fileId:\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> fileResponse\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">id\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> batch:\u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#569CD6\"> true\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> config:\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\"> skills:\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> [{ \u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#9CDCFE\">skillName:\u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\"> \"\u0026#x3C;skill-name>\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> }],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">});\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"}],"attributes":[]},"response":{"type":"ResponseExample","children":[{"filename":"","html":"\u003cpre class=\"shiki shiki-themes github-light dark-plus\" style=\"background-color:#fff;--shiki-dark-bg:#0B0C0E;color:#24292e;--shiki-dark:#D4D4D4\" language=\"json\">\u003ccode language=\"json\" numberOfLines=\"12\">\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#005CC5;--shiki-dark:#9CDCFE\"> \"usage\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#005CC5;--shiki-dark:#9CDCFE\"> \"elements_processed\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#B5CEA8\">123\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#005CC5;--shiki-dark:#9CDCFE\"> \"element_type\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#032F62;--shiki-dark:#CE9178\">\"image\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#005CC5;--shiki-dark:#9CDCFE\"> \"credits_used\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#005CC5;--shiki-dark:#B5CEA8\">123\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#005CC5;--shiki-dark:#9CDCFE\"> \"id\"\u003c/span>\u003cspan style=\"color:#24292E;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan 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Base64-encoded zip bundle containing the skill files (inline skills only).","uniqueKey":"config.skills.oneOf.0.items.[INDEX].bundle.oneOf.1","typeLabel":"null"}],"uniqueKey":"config.skills.oneOf.0.items.[INDEX].bundle","typeLabel":"string | null"}},"type":"object","title":"AgentSkill","description":"A modular capability that extends the agent's functionality.\n\nAgent Skills are reusable, filesystem-based resources that provide the agent\nwith domain-specific expertise: workflows, context, and best practices.\n\nEach skill packages instructions, metadata, and optional resources (scripts,\ntemplates, snippets) that the agent uses automatically when relevant.\n\nTwo modes are supported:\n\n1. **Referenced skills** (``type=\"skill_reference\"``) – Provide ``skill_id``\n (UUID or name) and optionally ``skill_version`` (integer or ``\"latest\"``).\n\n .. code-block:: json\n\n {\"type\": \"skill_reference\", \"skill_id\": \"pillow\", \"skill_version\": \"latest\"}\n\n2. **Inline skills** (``type=\"inline\"``) – Supply ``name``, ``description``,\n and a ``source`` object containing the base64-encoded zip bundle. 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If provided, the response model will be generated from the GraphQL statement.","uniqueKey":"config.gql_stmt.oneOf.0","typeLabel":"string"},{"type":"null","title":"Gql Stmt","description":"The GraphQL statement to use for the application. If provided, the response model will be generated from the GraphQL statement.","uniqueKey":"config.gql_stmt.oneOf.1","typeLabel":"null"}],"uniqueKey":"config.gql_stmt","typeLabel":"string | null"},"max_retries":{"type":"integer","title":"Max Retries","description":"The maximum number of retries to use for the application.","default":1,"uniqueKey":"config.max_retries","typeLabel":"integer"},"max_tokens":{"type":"integer","title":"Max Tokens","description":"The maximum number of tokens to use for the application.","default":65535,"uniqueKey":"config.max_tokens","typeLabel":"integer"},"temperature":{"type":"number","title":"Temperature","description":"The temperature to use for the application.","default":0,"uniqueKey":"config.temperature","typeLabel":"number"},"confidence":{"type":"boolean","title":"Confidence","description":"Include confidence scores in the response (included in the `_metadata` field).","default":false,"uniqueKey":"config.confidence","typeLabel":"boolean"},"grounding":{"type":"boolean","title":"Grounding","description":"Include grounding in the response (included in the `_metadata` field).","default":false,"uniqueKey":"config.grounding","typeLabel":"boolean"},"keyframes":{"type":"boolean","title":"Keyframes","description":"Include keyframes in the video transcription response.","default":false,"uniqueKey":"config.keyframes","typeLabel":"boolean"},"video_segment_duration":{"oneOf":[{"type":"number","title":"Video Segment Duration","description":"Duration in seconds for each video segment when chunking a video for transcription. Defaults to 150.0s.","minimum":1,"uniqueKey":"config.video_segment_duration.oneOf.0","typeLabel":"number"},{"type":"null","title":"Video Segment Duration","description":"Duration in seconds for each video segment when chunking a video for transcription. Defaults to 150.0s.","uniqueKey":"config.video_segment_duration.oneOf.1","typeLabel":"null"}],"uniqueKey":"config.video_segment_duration","typeLabel":"number | null"},"video_frames_per_segment":{"oneOf":[{"type":"integer","title":"Video Frames Per Segment","description":"Number of frames to sample per video segment for captioning. Defaults to 8.","minimum":1,"uniqueKey":"config.video_frames_per_segment.oneOf.0","typeLabel":"integer"},{"type":"null","title":"Video Frames Per Segment","description":"Number of frames to sample per video segment for captioning. 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Defaults to 'native_video' for Qwen deployment models, 'frames' for others.","enum":["frames","native_video"],"uniqueKey":"config.video_input_mode.oneOf.0","typeLabel":"enum\u003cstring>"},{"type":"null","title":"Video Input Mode","description":"How to pass video to the captioning model: 'frames' extracts N JPEG frames per segment, 'native_video' sends the mp4 clip directly via video_url for models with native video understanding. Defaults to 'native_video' for Qwen deployment models, 'frames' for others.","uniqueKey":"config.video_input_mode.oneOf.1","typeLabel":"null"}],"uniqueKey":"config.video_input_mode","typeLabel":"enum\u003cstring> | null"},"video_transcribe_audio":{"type":"boolean","title":"Video Transcribe Audio","description":"When True, transcribe the audio track to align segment boundaries. 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ID of the uploaded file (provide either `file_id` or `url`).","uniqueKey":"file_id.oneOf.1","typeLabel":"null"}],"uniqueKey":"file_id","typeLabel":"string | null"},"id":{"type":"string","title":"Id","description":"Unique identifier of the request.","uniqueKey":"id","typeLabel":"string"},"created_at":{"type":"string","format":"date-time","title":"Created At","description":"Date and time when the request was created (in UTC timezone)","uniqueKey":"created_at","typeLabel":"string\u003cdate-time>"},"callback_url":{"oneOf":[{"type":"string","title":"Callback Url","description":"The URL to call when the request is completed.","format":"uri","minLength":1,"uniqueKey":"callback_url.oneOf.0","typeLabel":"string\u003curi>"},{"type":"null","title":"Callback Url","description":"The URL to call when the request is completed.","uniqueKey":"callback_url.oneOf.1","typeLabel":"null"}],"uniqueKey":"callback_url","typeLabel":"string\u003curi> | 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