diff --git a/.changeset/odd-tomatoes-explode.md b/.changeset/odd-tomatoes-explode.md new file mode 100644 index 000000000..594ec2ad9 --- /dev/null +++ b/.changeset/odd-tomatoes-explode.md @@ -0,0 +1,6 @@ +--- +"@llamaindex/server": patch +"llamaindex-server-examples": patch +--- + +feat: add examples package for easily testing workflow diff --git a/.github/workflows/lint_on_push_or_pull.yml b/.github/workflows/lint_on_push_or_pull.yml index 3ad16f7fc..d16a6aa88 100644 --- a/.github/workflows/lint_on_push_or_pull.yml +++ b/.github/workflows/lint_on_push_or_pull.yml @@ -31,6 +31,13 @@ jobs: - name: Run Prettier run: pnpm run format + - name: Run build + run: pnpm run build + + - name: Run Typecheck for examples + run: pnpm run typecheck + working-directory: packages/server/examples + - name: Run Python format check uses: chartboost/ruff-action@v1 with: diff --git a/packages/server/examples/README.md b/packages/server/examples/README.md new file mode 100644 index 000000000..23ded8ef4 --- /dev/null +++ b/packages/server/examples/README.md @@ -0,0 +1,12 @@ +# LlamaIndex Server Examples + +This directory contains examples of how to use the LlamaIndex Server. + +## Running the examples + +```bash +export OPENAI_API_KEY=your_openai_api_key +npx tsx simple-workflow/calculator.ts +``` + +## Open browser at http://localhost:3000 diff --git a/packages/server/examples/agentic-rag/index.ts b/packages/server/examples/agentic-rag/index.ts new file mode 100644 index 000000000..2046e6f9c --- /dev/null +++ b/packages/server/examples/agentic-rag/index.ts @@ -0,0 +1,43 @@ +import { LlamaIndexServer } from "@llamaindex/server"; +import { agent } from "@llamaindex/workflow"; +import { + Document, + OpenAI, + OpenAIEmbedding, + Settings, + VectorStoreIndex, +} from "llamaindex"; + +Settings.llm = new OpenAI({ + model: "gpt-4o-mini", +}); + +Settings.embedModel = new OpenAIEmbedding({ + model: "text-embedding-3-small", +}); + +export const workflowFactory = async () => { + const index = await VectorStoreIndex.fromDocuments([ + new Document({ text: "The dog is brown" }), + new Document({ text: "The dog is yellow" }), + ]); + + const queryEngineTool = index.queryTool({ + metadata: { + name: "query_document", + description: `This tool can retrieve information in documents`, + }, + includeSourceNodes: true, + }); + + return agent({ tools: [queryEngineTool] }); +}; + +new LlamaIndexServer({ + workflow: workflowFactory, + uiConfig: { + appTitle: "LlamaIndex App", + starterQuestions: ["What is the color of the dog?"], + }, + port: 4100, +}).start(); diff --git a/packages/server/examples/package.json b/packages/server/examples/package.json new file mode 100644 index 000000000..59bcdd63e --- /dev/null +++ b/packages/server/examples/package.json @@ -0,0 +1,24 @@ +{ + "name": "llamaindex-server-examples", + "version": "0.0.1", + "private": true, + "scripts": { + "typecheck": "tsc --noEmit", + "dev": "tsx simple-workflow/calculator.ts" + }, + "dependencies": { + "@llamaindex/openai": "^0.2.0", + "@llamaindex/readers": "^3.0.0", + "@llamaindex/server": "workspace:*", + "@llamaindex/tools": "0.0.4", + "@llamaindex/workflow": "1.1.0", + "dotenv": "^16.4.7", + "llamaindex": "0.10.2", + "zod": "^3.23.8" + }, + "devDependencies": { + "@types/node": "^20.10.3", + "tsx": "^4.7.2", + "typescript": "^5.3.2" + } +} diff --git a/packages/server/examples/simple-workflow/calculator.ts b/packages/server/examples/simple-workflow/calculator.ts new file mode 100644 index 000000000..9a101bc28 --- /dev/null +++ b/packages/server/examples/simple-workflow/calculator.ts @@ -0,0 +1,24 @@ +import { LlamaIndexServer } from "@llamaindex/server"; +import { agent } from "@llamaindex/workflow"; +import { tool } from "llamaindex"; +import { z } from "zod"; + +const calculatorAgent = agent({ + tools: [ + tool({ + name: "add", + description: "Adds two numbers", + parameters: z.object({ x: z.number(), y: z.number() }), + execute: ({ x, y }) => x + y, + }), + ], +}); + +new LlamaIndexServer({ + workflow: () => calculatorAgent, + uiConfig: { + appTitle: "Calculator", + starterQuestions: ["1 + 1", "2 + 2"], + }, + port: 4000, +}).start(); diff --git a/packages/server/examples/tsconfig.json b/packages/server/examples/tsconfig.json new file mode 100644 index 000000000..eb64a7149 --- /dev/null +++ b/packages/server/examples/tsconfig.json @@ -0,0 +1,14 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "ES2022", + "moduleResolution": "bundler", + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "strict": true, + "skipLibCheck": true, + "outDir": "dist" + }, + "include": ["**/*"], + "exclude": ["node_modules", "dist"] +} diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 1f4e19f89..70ae57c5a 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -360,7 +360,44 @@ importers: version: 1.2.5 vitest: specifier: ^2.1.5 - version: 2.1.9(@types/node@22.15.2)(lightningcss@1.29.2) + version: 2.1.9(@types/node@20.17.30)(lightningcss@1.29.2) 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safer-buffer: 2.1.2 + ieee754@1.2.1: optional: true ignore@5.3.2: {} + immediate@3.0.6: {} + import-fresh@3.3.1: dependencies: parent-module: 1.0.1 @@ -9599,9 +10315,18 @@ snapshots: imurmurhash@0.1.4: {} - inherits@2.0.4: + inflight@1.0.6: + dependencies: + once: 1.4.0 + wrappy: 1.0.2 optional: true + infobox-parser@3.6.4: + dependencies: + camelcase: 4.1.0 + + inherits@2.0.4: {} + ini@1.3.8: {} inline-style-parser@0.1.1: {} @@ -9731,6 +10456,8 @@ snapshots: is-stream@3.0.0: {} + is-stream@4.0.1: {} + is-string@1.1.1: dependencies: call-bound: 1.0.4 @@ -9767,6 +10494,8 @@ snapshots: is-windows@1.0.2: {} + isarray@1.0.0: {} + isarray@2.0.5: {} isexe@2.0.0: {} @@ -9844,6 +10573,13 @@ snapshots: object.assign: 4.1.7 object.values: 1.2.1 + jszip@3.10.1: + dependencies: + lie: 3.3.0 + pako: 1.0.11 + readable-stream: 2.3.8 + setimmediate: 1.0.5 + katex@0.16.22: dependencies: commander: 8.3.0 @@ -9869,6 +10605,10 @@ snapshots: prelude-ls: 1.2.1 type-check: 0.4.0 + lie@3.3.0: + dependencies: + immediate: 3.0.6 + lightningcss-darwin-arm64@1.29.2: optional: true @@ -10001,10 +10741,18 @@ snapshots: dependencies: js-tokens: 4.0.0 + lop@0.4.2: + dependencies: + duck: 0.1.12 + option: 0.2.4 + underscore: 1.13.7 + loupe@3.1.3: {} lowercase-keys@2.0.0: {} + lowercase-keys@3.0.0: {} + lru-cache@10.4.3: {} lucide-react@0.453.0(react@19.1.0): @@ -10023,8 +10771,26 @@ snapshots: make-cancellable-promise@1.3.2: {} + make-dir@3.1.0: + dependencies: + semver: 6.3.1 + optional: true + make-event-props@1.6.2: {} + mammoth@1.9.0: + dependencies: + '@xmldom/xmldom': 0.8.10 + argparse: 1.0.10 + base64-js: 1.5.1 + bluebird: 3.4.7 + dingbat-to-unicode: 1.0.1 + jszip: 3.10.1 + lop: 0.4.2 + path-is-absolute: 1.0.1 + underscore: 1.13.7 + xmlbuilder: 10.1.1 + markdown-it@14.1.0: dependencies: argparse: 2.0.1 @@ -10036,6 +10802,8 @@ snapshots: markdown-table@3.0.4: {} + marked@14.1.4: {} + matcher@3.0.0: dependencies: escape-string-regexp: 4.0.0 @@ -10385,8 +11153,9 @@ snapshots: mimic-response@2.1.0: {} - mimic-response@3.1.0: - optional: true + mimic-response@3.1.0: {} + + mimic-response@4.0.0: {} min-indent@1.0.1: {} @@ -10424,6 +11193,9 @@ snapshots: ms@2.1.3: {} + nan@2.22.2: + optional: true + nanoid@3.3.11: {} napi-build-utils@2.0.0: @@ -10433,6 +11205,11 @@ snapshots: natural-compare@1.4.0: {} + needle@3.3.1: + dependencies: + iconv-lite: 0.6.3 + sax: 1.4.1 + next-themes@0.4.6(react-dom@19.1.0(react@19.1.0))(react@19.1.0): dependencies: react: 19.1.0 @@ -10483,14 +11260,29 @@ snapshots: node-gyp-build@4.8.4: {} + nopt@5.0.0: + dependencies: + abbrev: 1.1.1 + optional: true + normalize-path@3.0.0: {} normalize-url@6.1.0: {} + normalize-url@8.0.1: {} + npm-run-path@5.3.0: dependencies: path-key: 4.0.0 + npmlog@5.0.1: + dependencies: + are-we-there-yet: 2.0.0 + console-control-strings: 1.1.0 + gauge: 3.0.2 + set-blocking: 2.0.0 + optional: true + object-assign@4.1.1: {} object-inspect@1.13.4: {} @@ -10563,6 +11355,16 @@ snapshots: transitivePeerDependencies: - encoding + openapi-fetch@0.9.8: + dependencies: + openapi-typescript-helpers: 0.0.8 + + openapi-types@12.1.3: {} + + openapi-typescript-helpers@0.0.8: {} + + option@0.2.4: {} + optionator@0.9.4: dependencies: deep-is: 0.1.4 @@ -10598,6 +11400,8 @@ snapshots: p-cancelable@2.1.1: {} + p-cancelable@4.0.1: {} + p-event@4.2.0: dependencies: p-timeout: 3.2.0 @@ -10638,6 +11442,10 @@ snapshots: dependencies: quansync: 0.2.10 + pako@1.0.11: {} + + papaparse@5.5.2: {} + parent-module@1.0.1: dependencies: callsites: 3.1.0 @@ -10653,6 +11461,8 @@ snapshots: path-exists@4.0.0: {} + path-is-absolute@1.0.1: {} + path-key@3.1.1: {} path-key@4.0.0: {} @@ -10694,6 +11504,8 @@ snapshots: pify@4.0.1: {} + platform@1.3.6: {} + playwright-core@1.52.0: {} playwright@1.52.0: @@ -10786,6 +11598,8 @@ snapshots: pretty-hrtime@1.0.3: {} + process-nextick-args@2.0.1: {} + prompts@2.4.2: dependencies: kleur: 3.0.3 @@ -10856,6 +11670,8 @@ snapshots: prosemirror-state: 1.4.3 prosemirror-transform: 1.10.4 + proxy-from-env@1.1.0: {} + pump@3.0.2: dependencies: end-of-stream: 1.4.4 @@ -10869,6 +11685,8 @@ snapshots: queue-microtask@1.2.3: {} + quick-lru@5.1.1: {} + rc@1.2.8: dependencies: deep-extend: 0.6.0 @@ -11004,6 +11822,16 @@ snapshots: pify: 4.0.1 strip-bom: 3.0.0 + readable-stream@2.3.8: + dependencies: + core-util-is: 1.0.3 + inherits: 2.0.4 + isarray: 1.0.0 + process-nextick-args: 2.0.1 + safe-buffer: 5.1.2 + string_decoder: 1.1.1 + util-deprecate: 1.0.2 + readable-stream@3.6.2: dependencies: inherits: 2.0.4 @@ -11129,6 +11957,8 @@ snapshots: require-from-string@2.0.2: {} + resolve-alpn@1.2.1: {} + resolve-from@4.0.0: {} resolve-from@5.0.0: {} @@ -11151,6 +11981,10 @@ snapshots: dependencies: lowercase-keys: 2.0.0 + responselike@3.0.0: + dependencies: + lowercase-keys: 3.0.0 + restore-cursor@5.1.0: dependencies: onetime: 7.0.0 @@ -11162,6 +11996,11 @@ snapshots: rfdc@1.4.1: {} + rimraf@3.0.2: + dependencies: + glob: 7.2.3 + optional: true + rimraf@5.0.10: dependencies: glob: 10.4.5 @@ -11241,6 +12080,8 @@ snapshots: has-symbols: 1.1.0 isarray: 2.0.5 + safe-buffer@5.1.2: {} + safe-buffer@5.2.1: {} safe-push-apply@1.0.0: @@ -11256,6 +12097,8 @@ snapshots: safer-buffer@2.1.2: {} + sax@1.4.1: {} + scheduler@0.26.0: {} secure-json-parse@2.7.0: {} @@ -11274,6 +12117,9 @@ snapshots: dependencies: type-fest: 0.13.1 + set-blocking@2.0.0: + optional: true + set-function-length@1.2.2: dependencies: define-data-property: 1.1.4 @@ -11296,6 +12142,8 @@ snapshots: es-errors: 1.3.0 es-object-atoms: 1.1.1 + setimmediate@1.0.5: {} + sharp@0.34.1: dependencies: color: 4.2.3 @@ -11360,11 +12208,21 @@ snapshots: siginfo@2.0.0: {} + signal-exit@3.0.7: + optional: true + signal-exit@4.1.0: {} simple-concat@1.0.1: optional: true + simple-get@3.1.1: + dependencies: + decompress-response: 4.2.1 + once: 1.4.0 + simple-concat: 1.0.1 + optional: true + simple-get@4.0.1: dependencies: decompress-response: 6.0.0 @@ -11495,6 +12353,10 @@ snapshots: define-properties: 1.2.1 es-object-atoms: 1.1.1 + string_decoder@1.1.1: + dependencies: + safe-buffer: 5.1.2 + string_decoder@1.3.0: dependencies: safe-buffer: 5.2.1 @@ -11675,6 +12537,8 @@ snapshots: type-fest@1.4.0: {} + type-fest@4.41.0: {} + typed-array-buffer@1.0.3: dependencies: call-bound: 1.0.4 @@ -11729,6 +12593,8 @@ snapshots: has-symbols: 1.1.0 which-boxed-primitive: 1.1.1 + underscore@1.13.7: {} + undici-types@5.26.5: {} undici-types@6.19.8: {} @@ -11807,6 +12673,13 @@ snapshots: universalify@2.0.1: {} + unpdf@0.12.2: + optionalDependencies: + canvas: 2.11.2 + transitivePeerDependencies: + - encoding + - supports-color + unrs-resolver@1.7.2: dependencies: napi-postinstall: 0.2.2 @@ -11857,8 +12730,7 @@ snapshots: dependencies: react: 19.1.0 - util-deprecate@1.0.2: - optional: true + util-deprecate@1.0.2: {} uvu@0.5.6: dependencies: @@ -11945,13 +12817,13 @@ snapshots: d3-time: 3.1.0 d3-timer: 3.0.1 - vite-node@2.1.9(@types/node@22.15.2)(lightningcss@1.29.2): + vite-node@2.1.9(@types/node@20.17.30)(lightningcss@1.29.2): dependencies: cac: 6.7.14 debug: 4.4.0 es-module-lexer: 1.7.0 pathe: 1.1.2 - vite: 5.4.18(@types/node@22.15.2)(lightningcss@1.29.2) + vite: 5.4.18(@types/node@20.17.30)(lightningcss@1.29.2) transitivePeerDependencies: - '@types/node' - less @@ -11963,20 +12835,20 @@ snapshots: - supports-color - terser - vite@5.4.18(@types/node@22.15.2)(lightningcss@1.29.2): + vite@5.4.18(@types/node@20.17.30)(lightningcss@1.29.2): dependencies: esbuild: 0.21.5 postcss: 8.5.3 rollup: 4.40.0 optionalDependencies: - '@types/node': 22.15.2 + '@types/node': 20.17.30 fsevents: 2.3.3 lightningcss: 1.29.2 - vitest@2.1.9(@types/node@22.15.2)(lightningcss@1.29.2): + vitest@2.1.9(@types/node@20.17.30)(lightningcss@1.29.2): dependencies: '@vitest/expect': 2.1.9 - '@vitest/mocker': 2.1.9(vite@5.4.18(@types/node@22.15.2)(lightningcss@1.29.2)) + '@vitest/mocker': 2.1.9(vite@5.4.18(@types/node@20.17.30)(lightningcss@1.29.2)) '@vitest/pretty-format': 2.1.9 '@vitest/runner': 2.1.9 '@vitest/snapshot': 2.1.9 @@ -11992,11 +12864,11 @@ snapshots: tinyexec: 0.3.2 tinypool: 1.0.2 tinyrainbow: 1.2.0 - vite: 5.4.18(@types/node@22.15.2)(lightningcss@1.29.2) - vite-node: 2.1.9(@types/node@22.15.2)(lightningcss@1.29.2) + vite: 5.4.18(@types/node@20.17.30)(lightningcss@1.29.2) + vite-node: 2.1.9(@types/node@20.17.30)(lightningcss@1.29.2) why-is-node-running: 2.3.0 optionalDependencies: - '@types/node': 22.15.2 + '@types/node': 20.17.30 transitivePeerDependencies: - less - lightningcss @@ -12087,6 +12959,18 @@ snapshots: siginfo: 2.0.0 stackback: 0.0.2 + wide-align@1.1.5: + dependencies: + string-width: 4.2.3 + optional: true + + wikipedia@2.1.2: + dependencies: + axios: 1.9.0 + infobox-parser: 3.6.4 + transitivePeerDependencies: + - debug + word-wrap@1.2.5: {} wrap-ansi@7.0.0: @@ -12109,6 +12993,8 @@ snapshots: wrappy@1.0.2: {} + xmlbuilder@10.1.1: {} + y18n@5.0.8: {} yallist@4.0.0: {} diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml index dee51e928..7b5e091d1 100644 --- a/pnpm-workspace.yaml +++ b/pnpm-workspace.yaml @@ -1,2 +1,3 @@ packages: - "packages/*" + - "packages/server/examples"