base on # Personal AI This is a personal AI assistant that works with Apple Shortcuts removing the need for a dedicated hardware device. ## How it works The assistant is run on Cloudflare Workers and can work with any LLM model. The code snippet here uses llama 3 as an example with a custom function calling for fetching weather data. ## Setting Up the Shortcut ### Getting Started 1. **Clone the repository**: - Clone this repository and navigate to the root directory. 2. **Install dependencies**: - Run `npm install` to install the necessary dependencies. 3. **Authenticate with Cloudflare**: - Run `npx wrangler login` to log in to your Cloudflare account. 4. **Create KV namespaces**: - Run `npx wrangler kv:namespace create chats` to create a KV namespace. Note down the ID. - Run `npx wrangler kv:namespace create chats --preview` to create a preview KV namespace. Note down the ID. 5. **Configure the project**: - Update `wrangler.toml` with the namespace IDs: ```toml kv_namespaces = [ { binding = "personal_ai_chats", id = "<id>", preview_id = "<preview_id>"} ] ``` 6. **Set up API keys**: - Run `npx wrangler secret put GROQ_API_KEY` to set the GROQ API key. - Run `npx wrangler secret put OPENWEATHERMAP_API_KEY` to set the OpenWeather API key. > **Note**: You can get these keys by signing up on [GroqCloud](https://console.groq.com/login) and [OpenWeather](https://home.openweathermap.org/users/sign_up) respectively. ### Deploying the Worker To deploy the worker, run `npx wrangler deploy`. ### Setting Up the Shortcut 1. **Install the shortcut**: - Use [this link](https://www.icloud.com/shortcuts/284c0f68f7b0450ebab0b19e9adc317f) to install the shortcut. 2. **Configure the shortcut**: - Open the shortcut and replace the `URL` field with your worker's URL. - If you didn't change the default name, the URL should be `https://personal-ai.<your-username>.workers.dev`. ", Assign "at most 3 tags" to the expected json: {"id":"9991","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"