base on AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods # Pi Monorepo Tools for building AI agents and managing LLM deployments. ## Packages | Package | Description | |---------|-------------| | **[@mariozechner/pi-ai](packages/ai)** | Unified multi-provider LLM API (OpenAI, Anthropic, Google, etc.) | | **[@mariozechner/pi-agent-core](packages/agent)** | Agent runtime with tool calling and state management | | **[@mariozechner/pi-coding-agent](packages/coding-agent)** | Interactive coding agent CLI | | **[@mariozechner/pi-mom](packages/mom)** | Slack bot that delegates messages to the pi coding agent | | **[@mariozechner/pi-tui](packages/tui)** | Terminal UI library with differential rendering | | **[@mariozechner/pi-web-ui](packages/web-ui)** | Web components for AI chat interfaces | | **[@mariozechner/pi-pods](packages/pods)** | CLI for managing vLLM deployments on GPU pods | ## Development ### Setup ```bash npm install # Install all dependencies npm run build # Build all packages npm run check # Lint, format, and type check ``` > **Note:** `npm run check` requires `npm run build` to be run first. The web-ui package uses `tsc` which needs compiled `.d.ts` files from dependencies. ### CI GitHub Actions runs on push to `main` and on pull requests. The workflow runs `npm run check` and `npm run test` for each package in parallel. **Do not add LLM API keys as secrets to this repository.** Tests that require LLM access use `describe.skipIf()` to skip when API keys are missing. This is intentional: - PRs from external contributors would have access to secrets in the CI environment - Malicious PR code could exfiltrate API keys - Tests that need LLM calls are skipped on CI and run locally by developers who have keys configured If you need to run LLM-dependent tests, run them locally with your own API keys. ### Development Start watch builds for all packages: ```bash npm run dev ``` Then run with tsx: ```bash cd packages/coding-agent && npx tsx src/cli.ts cd packages/pods && npx tsx src/cli.ts ``` ### Versioning (Lockstep) **All packages MUST always have the same version number.** Use these commands to bump versions: ```bash npm run version:patch # 0.7.5 -> 0.7.6 npm run version:minor # 0.7.5 -> 0.8.0 npm run version:major # 0.7.5 -> 1.0.0 ``` These commands: 1. Update all package versions to the same number 2. Update inter-package dependency versions (e.g., `pi-agent` depends on `pi-ai@^0.7.7`) 3. Update `package-lock.json` **Never manually edit version numbers.** The lockstep system ensures consistency across the monorepo. ### Publishing ```bash npm run release:patch # Bug fixes npm run release:minor # New features npm run release:major # Breaking changes ``` This handles version bump, CHANGELOG updates, commit, tag, publish, and push. **NPM Token Setup**: Requires a granular access token with "Bypass 2FA on publish" enabled. - Go to https://www.npmjs.com/settings/badlogic/tokens/ - Create a new "Granular Access Token" with "Bypass 2FA on publish" - Set the token: `npm config set //registry.npmjs.org/:_authToken=YOUR_TOKEN` ## License MIT", Assign "at most 3 tags" to the expected json: {"id":"15471","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"