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guides/how-to-use-gooey-functions/llm-enabled-functions.md
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| # ✨ LLM-enabled Functions | ||
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| ## Where are LLM-enabled Functions useful? | ||
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| There are many scenarios where we don't need to run the Functions for every Copilot query. For example: | ||
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| * User wants to calculate data in between the conversation (like an HVAC CFM Calculation) | ||
| * LLM needs to do a Google search to respond to the query | ||
| * LLM needs to do a look-up weather API and answer the query  | ||
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| <figure><img src="../../.gitbook/assets/pako_eNptkstugzAQRX9l5HXyAywqNSEkqdIu-tgUsrDwEKxim_qhNCL59w6GJKgqYoG5Z67njt2x0ghkCTtY3tbwnhYa6HnMPxxa4O7LAYfvgPa0h_n8ARbdbvdM_x32L8gKqqBLL40m0CJoRIHiMrgsqOSc3fRBO_c2y7y3sehao4WDo_T1zYh8DkGh9m4_2Czjzml-dQLpoORNg2Io_MunkV_defzBMni86quoZ3fdog-.png" alt="" width="492"><figcaption><p>A flowchart which shows the different flows </p></figcaption></figure> | ||
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| ## How do LLM-enabled Functions work? | ||
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| When the user sends a query in Natural Language, the LLM determines the following:  | ||
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| 1. does the query require a function? | ||
| 2. which part of the text should be passed as an argument in the function? | ||
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| In the example below, the query is about CFM calculations which are commonly used in HVAC installations.  | ||
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| <figure><img src="../../.gitbook/assets/image (22).png" alt=""><figcaption></figcaption></figure> | ||
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| ## How to use LLM-enabled Functions? | ||
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| Using LLM-enabled Functions is exactly the same as "BEFORE" and "AFTER" functions | ||
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| ### **Step 1** <a href="#step-1" id="step-1"></a> | ||
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| Head over the [Functions workflow](https://gooey.ai/functions/) | ||
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| ### **Step 2** <a href="#step-2" id="step-2"></a> | ||
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| Create your PROMPT Function: | ||
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| * create a basic fetch call for the weather of any location | ||
| * create a serper  | ||
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| **You can find more** [**examples here**](https://gooey.ai/functions/examples) | ||
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| #### A basic Weather API call ([link here](https://gooey.ai/functions/current-weather-rxmquy60p1vq/)) | ||
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| ```javascript | ||
| async ({ lat, long }) => { | ||
| // Use Open-Meteo's public API for fetching weather data | ||
| let url = `https://api.open-meteo.com/v1/forecast?latitude=${lat}&longitude=${long}¤t_weather=true`; | ||
| let response = await fetch(url); | ||
| let data = await response.json(); | ||
| return { weather: data.current_weather }; | ||
| }; | ||
| ``` | ||
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| #### An API call for serper - a service for google search ([link here](https://gooey.ai/functions/google-search-without-api-key-tey6zrx2vzvm/)) | ||
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| ```javascript | ||
| async ({ query }) => { | ||
| var myHeaders = new Headers(); | ||
| myHeaders.append("X-API-KEY", "your API key"); | ||
| myHeaders.append("Content-Type", "application/json"); | ||
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| var raw = JSON.stringify({ | ||
| "q": query | ||
| }); | ||
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| var requestOptions = { | ||
| method: 'POST', | ||
| headers: myHeaders, | ||
| body: raw, | ||
| redirect: 'follow' | ||
| }; | ||
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| let ret = await fetch("https://google.serper.dev/search", requestOptions); | ||
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| return { search_results: await ret.json() }; | ||
| }; | ||
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| ``` | ||
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| #### **Step 3** <a href="#step-3" id="step-3"></a> | ||
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| Hit Submit, if your code is working fine you will get your outputs on the right side. Use the “Save as New” button and update the run name. | ||
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| #### **Step 4** <a href="#step-5" id="step-5"></a> | ||
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| Now head over to the Gooey workflow where you want to add the saved functions. | ||
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| Head over to the example below: | ||
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| {% embed url="https://gooey.ai/copilot/farmerchat-with-current-weather-data-qfzn662xf06v/" %} | ||
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| Check the Functions option, and choose “PROMPT” from the dropdown and add your Saved example. And then hit "SUBMIT! | ||
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| <figure><img src="../../.gitbook/assets/Screenshot 2024-10-19 at 1.03.32 AM.png" alt=""><figcaption></figcaption></figure> | ||
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| _You can check your Functions output in the Workflow at the end of the page in "Details" section._ | ||
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| <figure><img src="https://docs.gooey.ai/~gitbook/image?url=https%3A%2F%2F662560811-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252F5BFP5RUm6rTLXk8wUSTf%252Fuploads%252FenY8Js0Pe22WJWCN5Ook%252FScreenshot%25202024-08-09%2520at%25202.02.41%25E2%2580%25AFPM.png%3Falt%3Dmedia%26token%3D7386368f-50b3-4def-b495-977fcb610b40&width=768&dpr=4&quality=100&sign=c63c07c8&sv=1" alt=""><figcaption></figcaption></figure> | ||
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| <figure><img src="../../.gitbook/assets/Screenshot 2024-10-19 at 1.15.29 AM.png" alt=""><figcaption></figcaption></figure> | ||
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