AI prompts
base on Performant, batteries-included completion plugin for Neovim # Blink Completion (blink.cmp)
**blink.cmp** is a completion plugin with support for LSPs, cmdline, signature help and snippets. It uses an [optional](https://cmp.saghen.dev/configuration/fuzzy.html#rust-vs-lua-implementation) custom [fuzzy matcher](https://github.com/saghen/frizbee) for typo resistance. It provides extensibility via pluggable sources (LSP, buffer, snippets, etc), component based rendering and scripting for the configuration.
<https://github.com/user-attachments/assets/bd1e25dd-48b0-4d33-90f4-1468d822f2be>
## Features
- Works out of the box with no additional configuration
- Updates on every keystroke (0.5-4ms async, single core)
- [Typo resistant fuzzy](https://github.com/saghen/frizbee) with frecency and proximity bonus
- Extensive LSP support ([tracker](https://cmp.saghen.dev/development/lsp-tracker))
- [Snippet support](https://cmp.saghen.dev/configuration/snippets.html): native `vim.snippet` (including `friendly-snippets`), `LuaSnip` and `mini.snippets`
- External sources support ([community sources](https://cmp.saghen.dev/configuration/sources.html#community-sources) and [compatibility layer for `nvim-cmp` sources](https://github.com/saghen/blink.compat))
- [Auto-bracket support](https://cmp.saghen.dev/configuration/completion.html#auto-brackets) based on semantic tokens
- [Signature help](https://cmp.saghen.dev/configuration/signature.html) (experimental, opt-in)
- [Command line completion](https://cmp.saghen.dev/modes/cmdline.html)
- [Terminal completion](https://cmp.saghen.dev/modes/term) (0.11+ only! No source for shell completions exists yet, contributions welcome!)
- [Comparison with built-in completion](https://cmp.saghen.dev/#compared-to-built-in-completion)
- [Comparison with nvim-cmp](https://cmp.saghen.dev/#compared-to-nvim-cmp)
## Installation
Head over to the [documentation website](https://cmp.saghen.dev/installation) for installation instructions and configuration options.
## Special Thanks
- [@hrsh7th](https://github.com/hrsh7th/) nvim-cmp used as inspiration and cmp-path/cmp-cmdline implementations modified for path/cmdline sources
- [@garymjr](https://github.com/garymjr) nvim-snippets implementation modified for snippets source
- [@redxtech](https://github.com/redxtech) Help with design and testing
- [@aaditya-sahay](https://github.com/aaditya-sahay) Help with rust, design and testing
### Contributors
- [@stefanboca](https://github.com/stefanboca) Author of [blink.compat](https://github.com/saghen/blink.compat) and maintainer
- [@soifou](https://github.com/soifou) Maintainer
- [@lopi-py](https://github.com/lopi-py) Windowing code
- [@scottmckendry](https://github.com/scottmckendry) CI and prebuilt binaries
- [@balssh](https://github.com/Balssh) + [@konradmalik](https://github.com/konradmalik) Nix flake, nixpkg and nixvim
- [@abeldekat](https://github.com/abeldekat) mini.snippets source
- [@wurli](https://github.com/wurli) Terminal completions
- [@mikavilpas](https://github.com/mikavilpas) + [@xzbdmw](https://github.com/xzbdmw) Dot-repeat (`.`)
- [@FerretDetective](https://github.com/FerretDetective) `complete_func` source
- [@krovuxdev](https://github.com/krovuxdev) Community moderation and help
", Assign "at most 3 tags" to the expected json: {"id":"12456","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"