diff --git a/.agents/skills/design-taste-frontend/SKILL.md b/.agents/skills/design-taste-frontend/SKILL.md index b72132fcd46..319e5200abf 100644 --- a/.agents/skills/design-taste-frontend/SKILL.md +++ b/.agents/skills/design-taste-frontend/SKILL.md @@ -1,5 +1,6 @@ --- name: design-taste-frontend +source: https://github.com/leonxlnx/taste-skill — skills/taste-skill/SKILL.md description: Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check. --- diff --git a/.agents/skills/emil-design-eng/SKILL.md b/.agents/skills/emil-design-eng/SKILL.md index 49112353252..b919c161db2 100644 --- a/.agents/skills/emil-design-eng/SKILL.md +++ b/.agents/skills/emil-design-eng/SKILL.md @@ -1,5 +1,6 @@ --- name: emil-design-eng +source: https://github.com/emilkowalski/skill — skills/emil-design-eng/SKILL.md description: This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great. --- diff --git a/.agents/skills/make-interfaces-feel-better/SKILL.md b/.agents/skills/make-interfaces-feel-better/SKILL.md index cd19691da58..41a30dc1263 100644 --- a/.agents/skills/make-interfaces-feel-better/SKILL.md +++ b/.agents/skills/make-interfaces-feel-better/SKILL.md @@ -1,5 +1,6 @@ --- name: make-interfaces-feel-better +source: https://github.com/jakubkrehel/make-interfaces-feel-better — skills/make-interfaces-feel-better/SKILL.md description: Design engineering principles for making interfaces feel polished. Use when building UI components, reviewing frontend code, implementing animations, hover states, shadows, borders, typography, micro-interactions, enter/exit animations, or any visual detail work. Triggers on UI polish, design details, "make it feel better", "feels off", stagger animations, border radius, optical alignment, font smoothing, tabular numbers, image outlines, box shadows. --- diff --git a/.github/actions/docker-build/action.yml b/.github/actions/docker-build/action.yml index bb241713490..a607a720afd 100644 --- a/.github/actions/docker-build/action.yml +++ b/.github/actions/docker-build/action.yml @@ -25,9 +25,28 @@ inputs: runs: using: composite steps: + # One sticky disk per Dockerfile per platform. v1 keyed it on the repo name + # alone, so every image shared one disk: matrix jobs all clone the same + # parent snapshot and only the first to finish becomes the next parent, so + # the app image's `deps` layer was written and discarded every run (~300-465s + # rebuilt each time). Platform is in the key because amd64 and arm64 build + # the same Dockerfiles concurrently on main and share no layers. Ref is + # deliberately not: cross-ref reuse is the point, and an occasional overlap + # costs one rebuild. + - name: Resolve Docker layer cache key + id: cache-key + if: inputs.provider == '' || inputs.provider == 'blacksmith' + shell: bash + env: + FILE: ${{ inputs.file }} + PLATFORMS: ${{ inputs.platforms }} + run: echo "value=${GITHUB_REPOSITORY##*/}/${FILE#./}/${PLATFORMS//\//-}" >> "$GITHUB_OUTPUT" + - name: Set up Blacksmith builder if: inputs.provider == '' || inputs.provider == 'blacksmith' - uses: useblacksmith/setup-docker-builder@ab5c1da94f53f5cd75c1038092aa276dddfccbba # v1 + uses: useblacksmith/setup-docker-builder@a5256a73e30f09e37e3eceb8ca36043d17621d24 # v2 + with: + cache-key: ${{ steps.cache-key.outputs.value }} - name: Build and push (Blacksmith) if: inputs.provider == '' || inputs.provider == 'blacksmith' diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 227fda6e1fe..4940a8d6b34 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -155,15 +155,20 @@ jobs: fail-fast: false matrix: include: - # Only the app image needs the paid 8-core/32 GB runner: next build - # exhausts the free 16 GB one (exit 137). The others build in <5 min. - # bs_runner mirrors that per-image sizing on Blacksmith — a single - # pinned tier put every image on 8 vCPU, where the non-app builds idle - # at 12-15% CPU and under 10% memory. + # Only the app image needs a large runner: next build exhausts the free + # 16 GB one (exit 137). The others build in <5 min and idle at 12-15% + # CPU on 8 vCPU, so they stay on the smaller tiers. + # + # 16 vCPU on Blacksmith because this build is the critical path to a + # deploy — nothing ships until the image is pushed — and its two + # dominant steps both scale with cores (`bun install` ~300-400s, `next + # build` ~260s). The same `next build` runs on 16 vCPU in the separate + # Build App verification job, which does not gate anything; this one + # was doing comparable work on half the cores. - dockerfile: ./docker/app.Dockerfile ecr_repo_secret: ECR_APP gh_runner: linux-x64-8-core - bs_runner: blacksmith-8vcpu-ubuntu-2404 + bs_runner: blacksmith-16vcpu-ubuntu-2404 - dockerfile: ./docker/db.Dockerfile ecr_repo_secret: ECR_MIGRATIONS gh_runner: ubuntu-latest @@ -278,7 +283,7 @@ jobs: ghcr_image: ghcr.io/simstudioai/simstudio ecr_repo_secret: ECR_APP gh_runner: linux-x64-8-core - bs_runner: blacksmith-8vcpu-ubuntu-2404 + bs_runner: blacksmith-16vcpu-ubuntu-2404 - dockerfile: ./docker/db.Dockerfile ghcr_image: ghcr.io/simstudioai/migrations ecr_repo_secret: ECR_MIGRATIONS diff --git a/apps/docs/content/docs/en/integrations/embeddings.mdx b/apps/docs/content/docs/en/integrations/embeddings.mdx index 68a5fc893b1..d20a6c47628 100644 --- a/apps/docs/content/docs/en/integrations/embeddings.mdx +++ b/apps/docs/content/docs/en/integrations/embeddings.mdx @@ -25,7 +25,7 @@ Sim's knowledge bases embed separately, at a fixed vector width and from a small ## Usage Instructions -Turn text into embedding vectors for semantic search, clustering, and similarity. Supports OpenAI, Google Gemini, Cohere, and Mistral embedding models. +Turn text into embedding vectors for semantic search, clustering, and similarity. Supports OpenAI, OpenRouter, Google Gemini, Cohere, and Mistral embedding models. @@ -55,6 +55,30 @@ Generate embeddings from text using OpenAI's embedding models | `dimensions` | number | Dimensionality of each vector | | `usage` | json | Token usage | +### OpenRouter Embeddings + +Generate embeddings through OpenRouter + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `input` | string | Yes | Text to embed, or an array of texts to embed in one call | +| `model` | string | No | Embedding model to use | +| `taskType` | string | No | What the embedding is for, when the model supports task conditioning: document, query, similarity, classification, or clustering | +| `dimensions` | number | No | Output dimensions, when the model supports truncation. Defaults to native. | +| `apiKey` | string | Yes | API key for the selected embedding provider | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `embeddings` | json | Generated embeddings | +| `model` | string | Model used | +| `provider` | string | Provider used | +| `dimensions` | number | Dimensionality of each vector | +| `usage` | json | Token usage | + ### Gemini Embeddings Generate embeddings from text using Google's Gemini embedding models diff --git a/apps/sim/.env.example b/apps/sim/.env.example index 840b4a2e0aa..de5ae82cafa 100644 --- a/apps/sim/.env.example +++ b/apps/sim/.env.example @@ -92,6 +92,7 @@ CRON_SECRET=your_cron_secret # Use `openssl rand -hex 32` to generate. Authentic # VLLM_API_KEY= # Optional bearer token if your vLLM instance requires auth # LITELLM_BASE_URL=http://localhost:4000 # Base URL for your LiteLLM proxy (OpenAI-compatible) # LITELLM_API_KEY= # Optional bearer token if your LiteLLM proxy requires auth +# OPENROUTER_API_KEY= # Optional self-hosted fallback for OpenAI knowledge-base embeddings # NEXT_PUBLIC_FORCE_HOSTED=true # Dev only: treat this instance as hosted Sim (sim-auto pool, platform keys); ignored in production builds # FIREWORKS_API_KEY= # Optional Fireworks AI API key for model listing and inference # FIREWORKS_API_KEY_1= # Optional Fireworks API key for rotation (hosted deployments) diff --git a/apps/sim/app/api/providers/openrouter/embeddings/models/route.test.ts b/apps/sim/app/api/providers/openrouter/embeddings/models/route.test.ts new file mode 100644 index 00000000000..bc27283d580 --- /dev/null +++ b/apps/sim/app/api/providers/openrouter/embeddings/models/route.test.ts @@ -0,0 +1,82 @@ +/** + * @vitest-environment node + */ +import { createMockRequest } from '@sim/testing' +import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest' + +const { mockFetch, mockFilterBlacklistedModels, mockIsProviderBlacklisted } = vi.hoisted(() => ({ + mockFetch: vi.fn(), + mockFilterBlacklistedModels: vi.fn(), + mockIsProviderBlacklisted: vi.fn(), +})) + +vi.mock('@/providers/utils', () => ({ + filterBlacklistedModels: mockFilterBlacklistedModels, + isProviderBlacklisted: mockIsProviderBlacklisted, +})) + +import { GET } from '@/app/api/providers/openrouter/embeddings/models/route' + +const request = () => createMockRequest('GET') + +describe('GET /api/providers/openrouter/embeddings/models', () => { + beforeEach(() => { + vi.clearAllMocks() + vi.stubGlobal('fetch', mockFetch) + mockIsProviderBlacklisted.mockReturnValue(false) + mockFilterBlacklistedModels.mockImplementation((models: string[]) => models) + }) + + afterAll(() => { + vi.unstubAllGlobals() + }) + + it('returns every unique embedding model with the OpenRouter prefix', async () => { + mockFetch.mockResolvedValue({ + ok: true, + status: 200, + statusText: 'OK', + json: async () => ({ + data: [ + { id: 'qwen/qwen3-embedding-8b', context_length: 32768 }, + { id: 'openai/text-embedding-3-small', context_length: 8192 }, + { id: 'qwen/qwen3-embedding-8b', context_length: 32768 }, + ], + }), + }) + + const response = await GET(request(), undefined as never) + + expect(response.status).toBe(200) + await expect(response.json()).resolves.toEqual({ + models: ['openrouter/qwen/qwen3-embedding-8b', 'openrouter/openai/text-embedding-3-small'], + }) + expect(mockFetch).toHaveBeenCalledWith( + 'https://openrouter.ai/api/v1/embeddings/models', + expect.objectContaining({ next: { revalidate: 300 } }) + ) + }) + + it('does not fetch when OpenRouter is blacklisted', async () => { + mockIsProviderBlacklisted.mockReturnValue(true) + + const response = await GET(request(), undefined as never) + + expect(response.status).toBe(200) + await expect(response.json()).resolves.toEqual({ models: [] }) + expect(mockFetch).not.toHaveBeenCalled() + }) + + it('fails fast when OpenRouter rejects the model-list request', async () => { + mockFetch.mockResolvedValue({ + ok: false, + status: 503, + statusText: 'Service Unavailable', + }) + + const response = await GET(request(), undefined as never) + + expect(response.status).toBe(500) + expect(mockFilterBlacklistedModels).not.toHaveBeenCalled() + }) +}) diff --git a/apps/sim/app/api/providers/openrouter/embeddings/models/route.ts b/apps/sim/app/api/providers/openrouter/embeddings/models/route.ts new file mode 100644 index 00000000000..63705495529 --- /dev/null +++ b/apps/sim/app/api/providers/openrouter/embeddings/models/route.ts @@ -0,0 +1,24 @@ +import { createLogger } from '@sim/logger' +import { type NextRequest, NextResponse } from 'next/server' +import { providerModelsResponseSchema } from '@/lib/api/contracts/providers' +import { withRouteHandler } from '@/lib/core/utils/with-route-handler' +import { fetchOpenRouterEmbeddingModelCatalog } from '@/lib/embeddings/openrouter-model-catalog.server' +import { filterBlacklistedModels, isProviderBlacklisted } from '@/providers/utils' + +const logger = createLogger('OpenRouterEmbeddingModelsAPI') + +export const GET = withRouteHandler(async (_request: NextRequest) => { + if (isProviderBlacklisted('openrouter')) { + logger.info('OpenRouter provider is blacklisted, returning empty embedding models') + return NextResponse.json({ models: [] }) + } + + const uniqueModels = (await fetchOpenRouterEmbeddingModelCatalog()).map((model) => model.id) + const models = filterBlacklistedModels(uniqueModels) + + logger.info('Successfully fetched OpenRouter embedding models', { + count: models.length, + filtered: uniqueModels.length - models.length, + }) + return NextResponse.json(providerModelsResponseSchema.parse({ models })) +}) diff --git a/apps/sim/app/api/tools/embeddings/route.test.ts b/apps/sim/app/api/tools/embeddings/route.test.ts index 5d369690421..9affe4c1b62 100644 --- a/apps/sim/app/api/tools/embeddings/route.test.ts +++ b/apps/sim/app/api/tools/embeddings/route.test.ts @@ -4,20 +4,37 @@ import { createMockRequest, hybridAuthMockFns } from '@sim/testing' import { beforeEach, describe, expect, it, vi } from 'vitest' -const { mockEmbed } = vi.hoisted(() => ({ - mockEmbed: vi.fn(), +const { mockEmbed, mockEmbedOpenRouter, mockGetOpenRouterEmbeddingModelMetadata } = vi.hoisted( + () => ({ + mockEmbed: vi.fn(), + mockEmbedOpenRouter: vi.fn(), + mockGetOpenRouterEmbeddingModelMetadata: vi.fn(), + }) +) + +vi.mock('@/lib/embeddings/openrouter-model-catalog.server', () => ({ + getOpenRouterEmbeddingModelMetadata: mockGetOpenRouterEmbeddingModelMetadata, + OpenRouterEmbeddingModelNotFoundError: class OpenRouterEmbeddingModelNotFoundError extends Error { + constructor(model: string) { + super(`Unsupported OpenRouter embedding model: ${model}`) + this.name = 'OpenRouterEmbeddingModelNotFoundError' + } + }, })) vi.mock('@/lib/embeddings', async () => { const catalog = await import('@/lib/embeddings/catalog') return { embed: mockEmbed, + embedOpenRouter: mockEmbedOpenRouter, + DEFAULT_OPENROUTER_EMBEDDING_MODEL: 'openrouter/openai/text-embedding-3-small', findEmbeddingModelInfo: catalog.findEmbeddingModelInfo, getModelsForProvider: catalog.getModelsForProvider, resolveDimensions: catalog.resolveDimensions, } }) +import { OpenRouterEmbeddingModelNotFoundError } from '@/lib/embeddings/openrouter-model-catalog.server' import { POST } from '@/app/api/tools/embeddings/route' const baseBody = { @@ -34,6 +51,10 @@ function post(body: Record) { describe('POST /api/tools/embeddings', () => { beforeEach(() => { vi.clearAllMocks() + mockGetOpenRouterEmbeddingModelMetadata.mockResolvedValue({ + id: 'openrouter/qwen/qwen3-embedding-8b', + maxInputTokens: 32768, + }) hybridAuthMockFns.mockCheckInternalAuth.mockResolvedValue({ success: true, userId: 'user-1', @@ -47,6 +68,15 @@ describe('POST /api/tools/embeddings', () => { pricingId: 'text-embedding-3-small', dimensions: 1536, }) + mockEmbedOpenRouter.mockResolvedValue({ + embeddings: [[0.1, 0.2]], + totalTokens: 3, + billableTokens: 0, + isBYOK: true, + modelName: 'openrouter/qwen/qwen3-embedding-8b', + pricingId: 'openrouter/qwen/qwen3-embedding-8b', + dimensions: 2, + }) }) it('rejects an unauthenticated caller', async () => { @@ -117,6 +147,82 @@ describe('POST /api/tools/embeddings', () => { ) }) + it('routes OpenRouter through its transport with an explicit key', async () => { + const response = await post({ + provider: 'openrouter', + model: 'openrouter/qwen/qwen3-embedding-8b', + input: 'hello world', + apiKey: 'or-test', + }) + + expect(response.status).toBe(200) + expect(mockEmbedOpenRouter).toHaveBeenCalledWith( + ['hello world'], + expect.objectContaining({ + apiKey: 'or-test', + maxInputTokens: 32768, + model: 'openrouter/qwen/qwen3-embedding-8b', + }) + ) + expect(mockEmbed).not.toHaveBeenCalled() + expect((await response.json()).provider).toBe('openrouter') + }) + + it('rejects OpenRouter without an explicit key', async () => { + const response = await post({ + provider: 'openrouter', + model: 'openrouter/openai/text-embedding-3-small', + input: 'hello world', + }) + + expect(response.status).toBe(400) + expect((await response.json()).error).toContain('apiKey') + expect(mockEmbed).not.toHaveBeenCalled() + expect(mockEmbedOpenRouter).not.toHaveBeenCalled() + }) + + it('rejects an invalid OpenRouter model id', async () => { + const response = await post({ + provider: 'openrouter', + model: 'openrouter/not-qualified', + input: 'hello world', + apiKey: 'or-test', + }) + + expect(response.status).toBe(400) + expect((await response.json()).error).toContain('Invalid OpenRouter embedding model') + expect(mockEmbedOpenRouter).not.toHaveBeenCalled() + }) + + it('rejects a qualified model that is absent from OpenRouter', async () => { + mockGetOpenRouterEmbeddingModelMetadata.mockRejectedValue( + new OpenRouterEmbeddingModelNotFoundError('openrouter/example/missing') + ) + + const response = await post({ + provider: 'openrouter', + model: 'openrouter/example/missing', + input: 'hello world', + apiKey: 'or-test', + }) + + expect(response.status).toBe(400) + expect((await response.json()).error).toContain('Unsupported OpenRouter embedding model') + expect(mockEmbedOpenRouter).not.toHaveBeenCalled() + }) + + it('keeps API keys required for non-OpenRouter providers', async () => { + const response = await post({ + provider: 'openai', + model: 'text-embedding-3-small', + input: 'hello world', + }) + + expect(response.status).toBe(400) + expect((await response.json()).error).toContain('apiKey') + expect(mockEmbed).not.toHaveBeenCalled() + }) + it('surfaces a provider failure as 502', async () => { mockEmbed.mockRejectedValue(new Error('Embedding API failed: 429 Too Many Requests')) const response = await post(baseBody) diff --git a/apps/sim/app/api/tools/embeddings/route.ts b/apps/sim/app/api/tools/embeddings/route.ts index ae215caeb4d..aa61800689d 100644 --- a/apps/sim/app/api/tools/embeddings/route.ts +++ b/apps/sim/app/api/tools/embeddings/route.ts @@ -11,10 +11,18 @@ import { checkInternalAuth } from '@/lib/auth/hybrid' import { withRouteHandler } from '@/lib/core/utils/with-route-handler' import { DEFAULT_MODEL_BY_PROVIDER, + DEFAULT_OPENROUTER_EMBEDDING_MODEL, embed, + embedOpenRouter, findEmbeddingModelInfo, resolveDimensions, } from '@/lib/embeddings' +import { + getOpenRouterEmbeddingModelMetadata, + type OpenRouterEmbeddingModelMetadata, + OpenRouterEmbeddingModelNotFoundError, +} from '@/lib/embeddings/openrouter-model-catalog.server' +import { normalizeOpenRouterEmbeddingModelId } from '@/lib/embeddings/openrouter-models' const logger = createLogger('EmbeddingsToolAPI') @@ -63,7 +71,6 @@ export const POST = withRouteHandler(async (request: NextRequest) => { if (!parsed.success) return parsed.response const { provider, apiKey, model, input, taskType, dimensions } = parsed.data.body - const texts = normalizeInput(input) /** @@ -109,53 +116,102 @@ export const POST = withRouteHandler(async (request: NextRequest) => { ) } - const resolvedModel = model || DEFAULT_MODEL_BY_PROVIDER[provider] - const info = findEmbeddingModelInfo(resolvedModel) - if (!info) { - return NextResponse.json( - { success: false, error: `Unsupported embedding model: ${resolvedModel}` }, - { status: 400 } - ) - } - if (info.provider !== provider) { - return NextResponse.json( - { - success: false, - error: `Model ${resolvedModel} belongs to ${info.provider}, not ${provider}`, - }, - { status: 400 } - ) + let resolvedModel: string + let openRouterModelMetadata: OpenRouterEmbeddingModelMetadata | undefined + if (provider === 'openrouter') { + try { + resolvedModel = normalizeOpenRouterEmbeddingModelId( + model || DEFAULT_OPENROUTER_EMBEDDING_MODEL + ) + } catch (error) { + return NextResponse.json( + { success: false, error: getErrorMessage(error, 'Invalid OpenRouter embedding model') }, + { status: 400 } + ) + } + try { + openRouterModelMetadata = await getOpenRouterEmbeddingModelMetadata(resolvedModel) + } catch (error) { + const modelError = error instanceof OpenRouterEmbeddingModelNotFoundError + return NextResponse.json( + { + success: false, + error: getErrorMessage( + error, + modelError + ? 'Unsupported OpenRouter embedding model' + : 'Failed to load OpenRouter embedding model metadata' + ), + }, + { status: modelError ? 400 : 502 } + ) + } + } else { + resolvedModel = model || DEFAULT_MODEL_BY_PROVIDER[provider] } - /** - * Resolved here as well as inside `embed()` so an unsupported `dimensions` - * is reported as the client error it is. The block's dropdown constrains the - * field, but a reference expression can put any value on the wire. - */ - try { - resolveDimensions(info, dimensions) - } catch (error) { - return NextResponse.json( - { success: false, error: getErrorMessage(error, 'Invalid dimensions') }, - { status: 400 } - ) + if (provider !== 'openrouter') { + const info = findEmbeddingModelInfo(resolvedModel) + if (!info) { + return NextResponse.json( + { success: false, error: `Unsupported embedding model: ${resolvedModel}` }, + { status: 400 } + ) + } + if (info.provider !== provider) { + return NextResponse.json( + { + success: false, + error: `Model ${resolvedModel} belongs to ${info.provider}, not ${provider}`, + }, + { status: 400 } + ) + } + + /** + * Resolved here as well as inside `embed()` so an unsupported `dimensions` + * is reported as the client error it is. The block's dropdown constrains the + * field, but a reference expression can put any value on the wire. + */ + try { + resolveDimensions(info, dimensions) + } catch (error) { + return NextResponse.json( + { success: false, error: getErrorMessage(error, 'Invalid dimensions') }, + { status: 400 } + ) + } } logger.info(`Embedding ${texts.length} input(s) with ${provider}/${resolvedModel}`) try { - const result = await embed(texts, { - model: resolvedModel, - taskType, - dimensions, - apiKey, - /** - * Callers reach this route through a tool whose `request.modelInput` - * already projected `input` at the HTTP hop, so projecting again here - * would run the substitution over already-projected content. - */ - projectInputs: null, - }) + let result + if (provider === 'openrouter') { + if (!openRouterModelMetadata) { + throw new Error('OpenRouter embedding model metadata was not resolved') + } + result = await embedOpenRouter(texts, { + model: resolvedModel, + dimensions, + apiKey, + maxInputTokens: openRouterModelMetadata.maxInputTokens, + projectInputs: null, + }) + } else { + result = await embed(texts, { + model: resolvedModel, + taskType, + dimensions, + apiKey, + /** + * Callers reach this route through a tool whose `request.modelInput` + * already projected `input` at the HTTP hop, so projecting again here + * would run the substitution over already-projected content. + */ + projectInputs: null, + }) + } return NextResponse.json({ success: true, diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/prompt-editor/prompt-editor.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/prompt-editor/prompt-editor.test.tsx index 5b7fc95ee03..0a69d460d47 100644 --- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/prompt-editor/prompt-editor.test.tsx +++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/prompt-editor/prompt-editor.test.tsx @@ -27,6 +27,10 @@ import { usePromptEditor } from '@/app/workspace/[workspaceId]/home/components/u * stands for the scroller's content width and `contentHeight` for the height * the text wraps to at that width. Narrowing raises the content height, exactly * as rewrapping does in a browser. + * + * Scroll height is the greater of the text height and the box the element is + * pinned to, so the stub reports `contentHeight` only while the inline height + * is cleared. */ let contentHeight = 240 let editorWidth = 700 @@ -135,7 +139,7 @@ describe('PromptEditor autosize', () => { get() { if (!(this instanceof HTMLTextAreaElement)) return 0 autosizeCalls++ - return contentHeight + return Math.max(contentHeight, Number.parseFloat(this.style.height) || 0) }, }) vi.stubGlobal('ResizeObserver', FakeResizeObserver) @@ -155,6 +159,29 @@ describe('PromptEditor autosize', () => { unmount() }) + /** + * Guards the `height = 'auto'` collapse: a textarea pinned taller than its + * text reports the pinned height, so measuring without collapsing first can + * only ever grow the box. + */ + it('shrinks the textarea again when the prompt becomes shorter', () => { + const { textarea, unmount } = mountEditor() + const valueSetter = Object.getOwnPropertyDescriptor( + window.HTMLTextAreaElement.prototype, + 'value' + )?.set + if (!valueSetter) throw new Error('textarea value setter is unavailable') + + act(() => { + contentHeight = 24 + valueSetter.call(textarea, 'short') + textarea.dispatchEvent(new Event('input', { bubbles: true })) + }) + + expect(textarea.style.height).toBe('24px') + unmount() + }) + it('re-measures when the editor width changes so no text falls outside the textarea', () => { const { textarea, unmount } = mountEditor() settle() diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx index 810484c9d84..1f78a7199af 100644 --- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx +++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx @@ -551,7 +551,7 @@ const UserInputImpl = forwardRef(function UserI placeholder='Ask Sim to ' onSubmit={handleEnterSubmit} onArrowUpOnEmpty={handleArrowUpOnEmpty} - className={isInitialView ? 'h-[56px]' : 'max-h-[200px]'} + className={cn('max-h-[200px]', isInitialView && 'min-h-[56px]')} />
diff --git a/apps/sim/blocks/blocks.test.ts b/apps/sim/blocks/blocks.test.ts index 3fdeccc46fe..9fde09f38c3 100644 --- a/apps/sim/blocks/blocks.test.ts +++ b/apps/sim/blocks/blocks.test.ts @@ -893,19 +893,23 @@ describe.concurrent('Blocks Module', () => { expect(providerSubBlock?.commandSearchable).toBe(true) expect(providerSubBlock?.value?.()).toBe('openai') - expect(providerIds).toEqual(['openai', 'gemini', 'cohere', 'mistral']) + expect(providerIds).toEqual(['openai', 'gemini', 'cohere', 'mistral', 'openrouter']) for (const provider of providerIds) { // Each provider routes to its own registered tool... const toolId = block?.tools.config?.tool?.({ provider }) expect(block?.tools.access).toContain(toolId) - // ...and has a model dropdown with at least one option. + // ...and has either a static model list or a dynamic model loader. const modelSubBlock = block?.subBlocks.find( (sb) => sb.id === 'model' && sb.condition?.value === provider ) - expect( - Array.isArray(modelSubBlock?.options) ? modelSubBlock.options.length : 0 - ).toBeGreaterThan(0) + if (provider === 'openrouter') { + expect(modelSubBlock?.fetchOptions).toBeTypeOf('function') + } else { + expect( + Array.isArray(modelSubBlock?.options) ? modelSubBlock.options.length : 0 + ).toBeGreaterThan(0) + } } }) diff --git a/apps/sim/blocks/blocks/embeddings.test.ts b/apps/sim/blocks/blocks/embeddings.test.ts index 92d9a5c5c53..c72eada311e 100644 --- a/apps/sim/blocks/blocks/embeddings.test.ts +++ b/apps/sim/blocks/blocks/embeddings.test.ts @@ -1,9 +1,29 @@ /** * @vitest-environment node */ -import { describe, expect, it } from 'vitest' +import { beforeEach, describe, expect, it, vi } from 'vitest' + +const { mockFetchQuery } = vi.hoisted(() => ({ + mockFetchQuery: vi.fn(), +})) + +vi.mock('@/app/_shell/providers/get-query-client', () => ({ + getQueryClient: () => ({ fetchQuery: mockFetchQuery }), +})) + import { DEFAULT_MODEL_BY_PROVIDER, EMBEDDING_MODELS } from '@/lib/embeddings/catalog' -import { EmbeddingsBlock, TOOL_ID_BY_PROVIDER } from '@/blocks/blocks/embeddings' +import { DEFAULT_OPENROUTER_EMBEDDING_MODEL } from '@/lib/embeddings/openrouter-models' +import { + EMBEDDING_BLOCK_PROVIDERS, + EmbeddingsBlock, + TOOL_ID_BY_PROVIDER, +} from '@/blocks/blocks/embeddings' + +const OPENROUTER_MODELS = [ + 'openrouter/openai/text-embedding-3-small', + 'openrouter/qwen/qwen3-embedding-8b', + 'openrouter/google/gemini-embedding-001', +] /** * The block derives its model, task-type, and dimension options from the @@ -17,7 +37,8 @@ function subBlocksById(id: string) { } function optionIds(options: unknown): string[] { - return Array.isArray(options) ? options.map((option) => (option as { id: string }).id) : [] + const resolved = typeof options === 'function' ? options() : options + return Array.isArray(resolved) ? resolved.map((option) => (option as { id: string }).id) : [] } /** The provider a `{ field: 'provider', value: X }` condition selects. */ @@ -34,19 +55,31 @@ function conditionModel(subBlock: { condition?: unknown }): string | undefined { } describe('Embeddings block', () => { - it('offers exactly the catalog models for each provider', () => { + beforeEach(() => { + vi.clearAllMocks() + mockFetchQuery.mockResolvedValue({ models: OPENROUTER_MODELS }) + }) + + it('offers static catalog models for direct providers', () => { const modelSubBlocks = subBlocksById('model') const offered = new Map() for (const subBlock of modelSubBlocks) { const provider = conditionProvider(subBlock) expect(provider).toBeDefined() + if (provider === 'openrouter') continue offered.set(provider as string, optionIds(subBlock.options)) } const expected = new Map() - for (const [modelId, info] of Object.entries(EMBEDDING_MODELS)) { - expected.set(info.provider, [...(expected.get(info.provider) ?? []), modelId]) + for (const provider of EMBEDDING_BLOCK_PROVIDERS) { + if (provider === 'openrouter') continue + expected.set( + provider, + Object.entries(EMBEDDING_MODELS).flatMap(([modelId, info]) => + info.provider === provider ? [modelId] : [] + ) + ) } expect([...offered.keys()].sort()).toEqual([...expected.keys()].sort()) @@ -63,12 +96,17 @@ describe('Embeddings block', () => { }) it('shows a task-type dropdown for exactly the models that support one', () => { - const withTaskTypes = Object.entries(EMBEDDING_MODELS) - .filter(([, info]) => info.supportedTaskTypes) - .map(([id]) => id) + const withTaskTypes = Object.entries(EMBEDDING_MODELS).flatMap(([id, info]) => { + if (!info.supportedTaskTypes) return [] + return [`${info.provider}:${id}`] + }) const subBlocks = subBlocksById('taskType') - expect(subBlocks.map(conditionModel).sort()).toEqual(withTaskTypes.slice().sort()) + expect( + subBlocks + .map((subBlock) => `${conditionProvider(subBlock)}:${conditionModel(subBlock)}`) + .sort() + ).toEqual(withTaskTypes.slice().sort()) for (const subBlock of subBlocks) { const model = conditionModel(subBlock) as string @@ -79,12 +117,17 @@ describe('Embeddings block', () => { }) it('shows a dimensions dropdown for exactly the models that support reduction', () => { - const withDimensions = Object.entries(EMBEDDING_MODELS) - .filter(([, info]) => info.supportedDimensions) - .map(([id]) => id) + const withDimensions = Object.entries(EMBEDDING_MODELS).flatMap(([id, info]) => { + if (!info.supportedDimensions) return [] + return [`${info.provider}:${id}`] + }) const subBlocks = subBlocksById('dimensions') - expect(subBlocks.map(conditionModel).sort()).toEqual(withDimensions.slice().sort()) + expect( + subBlocks + .map((subBlock) => `${conditionProvider(subBlock)}:${conditionModel(subBlock)}`) + .sort() + ).toEqual(withDimensions.slice().sort()) for (const subBlock of subBlocks) { const model = conditionModel(subBlock) as string @@ -103,6 +146,51 @@ describe('Embeddings block', () => { expect(EmbeddingsBlock.tools.config?.tool?.({ provider })).toBe(toolId) } expect(EmbeddingsBlock.tools.access).toHaveLength(Object.keys(TOOL_ID_BY_PROVIDER).length) + expect(EmbeddingsBlock.tools.config?.tool?.({})).toBe('embeddings_openai') + expect(() => EmbeddingsBlock.tools.config?.tool?.({ provider: 'unknown' })).toThrow( + 'Unsupported embedding provider: unknown' + ) + }) + + it('loads every OpenRouter embedding model and maps its dedicated key', async () => { + const openRouterModels = subBlocksById('model').find( + (subBlock) => conditionProvider(subBlock) === 'openrouter' + ) + expect(openRouterModels?.type).toBe('combobox') + expect(openRouterModels?.options).toEqual([]) + expect(optionIds(await openRouterModels?.fetchOptions?.('block-1'))).toEqual(OPENROUTER_MODELS) + expect(mockFetchQuery).toHaveBeenCalledOnce() + + expect( + EmbeddingsBlock.tools.config?.params?.({ + provider: 'openrouter', + model: 'openrouter/qwen/qwen3-embedding-8b', + input: 'hello', + apiKey: 'stale-openai-key', + openRouterApiKey: 'or-test', + dimensions: '1024', + }) + ).toEqual({ + apiKey: 'or-test', + input: 'hello', + model: 'openrouter/qwen/qwen3-embedding-8b', + taskType: undefined, + dimensions: undefined, + }) + }) + + it('requires the OpenRouter key on hosted and self-hosted deployments', () => { + const keySubBlock = subBlocksById('openRouterApiKey')[0] + expect(keySubBlock.required).toBe(true) + expect(keySubBlock.hideWhenHosted).toBeUndefined() + expect(keySubBlock.placeholder).not.toContain('OPENROUTER_API_KEY') + expect(() => + EmbeddingsBlock.tools.config?.params?.({ + provider: 'openrouter', + model: DEFAULT_OPENROUTER_EMBEDDING_MODEL, + input: 'hello', + }) + ).toThrow('OpenRouter API key is required') }) it('only forwards capabilities the selected model declares', () => { @@ -194,6 +282,28 @@ describe('Embeddings block', () => { expect(merged.model).toBe('embed-v4.0') }) + it('replaces a catalog model left over when switching to OpenRouter', () => { + const merged = mergeLikeExecutor({ + provider: 'openrouter', + model: 'gemini-embedding-001', + input: 'hello', + openRouterApiKey: 'or-test', + }) + + expect(merged.model).toBe(DEFAULT_OPENROUTER_EMBEDDING_MODEL) + }) + + it('rejects an invalid model entered for OpenRouter', () => { + expect(() => + mergeLikeExecutor({ + provider: 'openrouter', + model: 'not-an-openrouter-model', + input: 'hello', + openRouterApiKey: 'or-test', + }) + ).toThrow('Invalid OpenRouter embedding model: not-an-openrouter-model') + }) + it('keeps a model that does belong to the selected provider', () => { const merged = mergeLikeExecutor({ provider: 'openai', diff --git a/apps/sim/blocks/blocks/embeddings.ts b/apps/sim/blocks/blocks/embeddings.ts index 5df2a357435..1a1f83f34b4 100644 --- a/apps/sim/blocks/blocks/embeddings.ts +++ b/apps/sim/blocks/blocks/embeddings.ts @@ -11,20 +11,39 @@ import { EMBEDDING_MODELS, getModelsForProvider, } from '@/lib/embeddings/catalog' -import type { EmbeddingCatalogProvider, EmbeddingTaskType } from '@/lib/embeddings/types' +import { + DEFAULT_OPENROUTER_EMBEDDING_MODEL, + normalizeOpenRouterEmbeddingModelId, +} from '@/lib/embeddings/openrouter-models' +import type { EmbeddingTaskType } from '@/lib/embeddings/types' +import { getQueryClient } from '@/app/_shell/providers/get-query-client' import type { BlockConfig, BlockMeta, SubBlockConfig } from '@/blocks/types' import { AuthMode, IntegrationType } from '@/blocks/types' +import { providerModelsQueryOptions } from '@/hooks/queries/providers' import type { EmbeddingsResponse } from '@/tools/embeddings/types' -const TOOL_ID_BY_PROVIDER: Record = { +export const EMBEDDING_BLOCK_PROVIDERS = [...EMBEDDING_CATALOG_PROVIDERS, 'openrouter'] as const + +type EmbeddingBlockProvider = (typeof EMBEDDING_BLOCK_PROVIDERS)[number] + +async function fetchOpenRouterEmbeddingModelOptions() { + const { models } = await getQueryClient().fetchQuery( + providerModelsQueryOptions('openrouter-embeddings') + ) + return models.map((model) => ({ label: model, id: model })) +} + +const TOOL_ID_BY_PROVIDER: Record = { openai: 'embeddings_openai', + openrouter: 'embeddings_openrouter', gemini: 'embeddings_gemini', cohere: 'embeddings_cohere', mistral: 'embeddings_mistral', } -const PROVIDER_LABELS: Record = { +const PROVIDER_LABELS: Record = { openai: 'OpenAI', + openrouter: 'OpenRouter', gemini: 'Google Gemini', cohere: 'Cohere', mistral: 'Mistral', @@ -43,15 +62,31 @@ const TASK_TYPE_LABELS: Record = { * catalog model cannot leave this block stale. Every variant shares one * sub-block id, so each is scoped by a `condition` naming the provider. */ -const MODEL_SUB_BLOCKS: SubBlockConfig[] = EMBEDDING_CATALOG_PROVIDERS.map((provider) => ({ +const MODEL_SUB_BLOCKS: SubBlockConfig[] = EMBEDDING_CATALOG_PROVIDERS.map((provider) => { + return { + id: 'model', + title: 'Model', + type: 'dropdown', + options: getModelsForProvider(provider).map((id) => ({ + label: EMBEDDING_MODELS[id].label, + id, + })), + value: () => DEFAULT_MODEL_BY_PROVIDER[provider], + condition: { field: 'provider', value: provider }, + dependsOn: ['provider'], + } +}) + +MODEL_SUB_BLOCKS.push({ id: 'model', title: 'Model', - type: 'dropdown', - options: getModelsForProvider(provider).map((id) => ({ label: EMBEDDING_MODELS[id].label, id })), - value: () => DEFAULT_MODEL_BY_PROVIDER[provider], - condition: { field: 'provider', value: provider }, + type: 'combobox', + options: [], + fetchOptions: fetchOpenRouterEmbeddingModelOptions, + value: () => DEFAULT_OPENROUTER_EMBEDDING_MODEL, + condition: { field: 'provider', value: 'openrouter' }, dependsOn: ['provider'], -})) +}) /** * Task-type and dimension dropdowns, which are per-model rather than @@ -60,40 +95,42 @@ const MODEL_SUB_BLOCKS: SubBlockConfig[] = EMBEDDING_CATALOG_PROVIDERS.map((prov */ const CAPABILITY_SUB_BLOCKS: SubBlockConfig[] = Object.entries(EMBEDDING_MODELS).flatMap( ([model, info]) => { - const scope = { field: 'provider', value: info.provider, and: { field: 'model', value: model } } - const subBlocks: SubBlockConfig[] = [] + return [info.provider].flatMap((provider) => { + const scope = { field: 'provider', value: provider, and: { field: 'model', value: model } } + const subBlocks: SubBlockConfig[] = [] - if (info.supportedTaskTypes) { - subBlocks.push({ - id: 'taskType', - title: 'Task Type', - type: 'dropdown', - options: info.supportedTaskTypes.map((task) => ({ - label: TASK_TYPE_LABELS[task], - id: task, - })), - value: () => 'document', - condition: scope, - dependsOn: ['provider', 'model'], - }) - } + if (info.supportedTaskTypes) { + subBlocks.push({ + id: 'taskType', + title: 'Task Type', + type: 'dropdown', + options: info.supportedTaskTypes.map((task) => ({ + label: TASK_TYPE_LABELS[task], + id: task, + })), + value: () => 'document', + condition: scope, + dependsOn: ['provider', 'model'], + }) + } - if (info.supportedDimensions) { - subBlocks.push({ - id: 'dimensions', - title: 'Dimensions', - type: 'dropdown', - options: info.supportedDimensions.map((size) => ({ - label: size === info.nativeDimensions ? `${size} (default)` : String(size), - id: String(size), - })), - value: () => String(info.nativeDimensions), - condition: scope, - dependsOn: ['provider', 'model'], - }) - } + if (info.supportedDimensions) { + subBlocks.push({ + id: 'dimensions', + title: 'Dimensions', + type: 'dropdown', + options: info.supportedDimensions.map((size) => ({ + label: size === info.nativeDimensions ? `${size} (default)` : String(size), + id: String(size), + })), + value: () => String(info.nativeDimensions), + condition: scope, + dependsOn: ['provider', 'model'], + }) + } - return subBlocks + return subBlocks + }) } ) @@ -103,7 +140,7 @@ export const EmbeddingsBlock: BlockConfig = { description: 'Generate embeddings', authMode: AuthMode.ApiKey, longDescription: - 'Turn text into embedding vectors for semantic search, clustering, and similarity. Supports OpenAI, Google Gemini, Cohere, and Mistral embedding models.', + 'Turn text into embedding vectors for semantic search, clustering, and similarity. Supports OpenAI, OpenRouter, Google Gemini, Cohere, and Mistral embedding models.', category: 'tools', integrationType: IntegrationType.AI, docsLink: 'https://docs.sim.ai/integrations/embeddings', @@ -121,7 +158,7 @@ export const EmbeddingsBlock: BlockConfig = { id: 'provider', title: 'Provider', type: 'dropdown', - options: EMBEDDING_CATALOG_PROVIDERS.map((provider) => ({ + options: EMBEDDING_BLOCK_PROVIDERS.map((provider) => ({ label: PROVIDER_LABELS[provider], id: provider, })), @@ -131,9 +168,9 @@ export const EmbeddingsBlock: BlockConfig = { ...MODEL_SUB_BLOCKS, ...CAPABILITY_SUB_BLOCKS, /** - * One field for every provider. Sim stocks a hosted key for all four - * (`OPENAI_API_KEY`, `GEMINI_API_KEY`, `COHERE_API_KEY`, `MISTRAL_API_KEY`), - * so none of them needs the user to supply one on hosted Sim. + * Sim stocks a hosted key for each catalog provider, so none of those + * fields needs the user to supply one on hosted Sim. OpenRouter is always + * explicit BYOK for this block. */ { id: 'apiKey', @@ -142,12 +179,29 @@ export const EmbeddingsBlock: BlockConfig = { placeholder: 'Enter your provider API key', password: true, required: true, + condition: { field: 'provider', value: 'openrouter', not: true }, connectionDroppable: false, hideWhenHosted: true, }, + { + id: 'openRouterApiKey', + title: 'OpenRouter API Key', + type: 'short-input', + placeholder: 'Enter your OpenRouter API key', + password: true, + required: true, + condition: { field: 'provider', value: 'openrouter' }, + connectionDroppable: false, + }, ], tools: { - access: ['embeddings_openai', 'embeddings_gemini', 'embeddings_cohere', 'embeddings_mistral'], + access: [ + 'embeddings_openai', + 'embeddings_openrouter', + 'embeddings_gemini', + 'embeddings_cohere', + 'embeddings_mistral', + ], config: { /** * Runs at serialization, before variable resolution, so this only ever @@ -155,8 +209,10 @@ export const EmbeddingsBlock: BlockConfig = { * `` references. */ tool: (params) => { - const provider = params.provider as EmbeddingCatalogProvider - return TOOL_ID_BY_PROVIDER[provider] ?? TOOL_ID_BY_PROVIDER.openai + const provider = (params.provider as EmbeddingBlockProvider | undefined) ?? 'openai' + const toolId = TOOL_ID_BY_PROVIDER[provider] + if (!toolId) throw new Error(`Unsupported embedding provider: ${String(params.provider)}`) + return toolId }, /** * Every per-provider dropdown shares one subblock id (`model`, @@ -171,17 +227,42 @@ export const EmbeddingsBlock: BlockConfig = { * overrides it. */ params: (params) => { - const provider = (params.provider as EmbeddingCatalogProvider) || 'openai' + const provider = (params.provider as EmbeddingBlockProvider) || 'openai' if (!params.input) { throw new Error('Input text is required') } + if (provider === 'openrouter') { + if (typeof params.openRouterApiKey !== 'string' || !params.openRouterApiKey.trim()) { + throw new Error('OpenRouter API key is required') + } + const savedModel = + typeof params.model === 'string' && params.model ? params.model : undefined + const savedCatalogProvider = savedModel + ? EMBEDDING_MODELS[savedModel]?.provider + : undefined + const model = normalizeOpenRouterEmbeddingModelId( + savedCatalogProvider && savedCatalogProvider !== 'openai' + ? DEFAULT_OPENROUTER_EMBEDDING_MODEL + : (savedModel ?? DEFAULT_OPENROUTER_EMBEDDING_MODEL) + ) + return { + apiKey: params.openRouterApiKey, + input: params.input, + model, + taskType: undefined, + dimensions: undefined, + } + } + + const catalogProvider = provider + /** A model saved under a previous provider must not survive the switch. */ const savedModel = params.model as string | undefined const model = - savedModel && EMBEDDING_MODELS[savedModel]?.provider === provider + savedModel && EMBEDDING_MODELS[savedModel]?.provider === catalogProvider ? savedModel - : DEFAULT_MODEL_BY_PROVIDER[provider] + : DEFAULT_MODEL_BY_PROVIDER[catalogProvider] const info = EMBEDDING_MODELS[model] const requested = @@ -217,6 +298,10 @@ export const EmbeddingsBlock: BlockConfig = { taskType: { type: 'string', description: 'What the embedding will be used for' }, dimensions: { type: 'number', description: 'Output vector dimensions' }, apiKey: { type: 'string', description: 'Provider API key' }, + openRouterApiKey: { + type: 'string', + description: 'OpenRouter API key', + }, }, outputs: { embeddings: { type: 'json', description: 'Generated embeddings' }, diff --git a/apps/sim/hooks/queries/providers.ts b/apps/sim/hooks/queries/providers.ts index dd92beeec67..f7f8afa8745 100644 --- a/apps/sim/hooks/queries/providers.ts +++ b/apps/sim/hooks/queries/providers.ts @@ -1,6 +1,6 @@ import { createLogger } from '@sim/logger' import { getErrorMessage } from '@sim/utils/errors' -import { useQuery } from '@tanstack/react-query' +import { queryOptions, useQuery } from '@tanstack/react-query' import { requestJson } from '@/lib/api/client/request' import { getBaseProviderModelsContract, @@ -9,6 +9,7 @@ import { getLitellmProviderModelsContract, getOllamaCloudProviderModelsContract, getOllamaProviderModelsContract, + getOpenRouterEmbeddingModelsContract, getOpenRouterProviderModelsContract, getTogetherProviderModelsContract, getVllmProviderModelsContract, @@ -16,6 +17,8 @@ import { } from '@/lib/api/contracts/providers' import type { ProviderName } from '@/stores/providers' +type ProviderModelSource = ProviderName | 'openrouter-embeddings' + const logger = createLogger('ProviderModelsQuery') export const PROVIDER_MODELS_STALE_TIME = 5 * 60 * 1000 @@ -28,14 +31,14 @@ export const providerKeys = { } async function fetchProviderModels( - provider: ProviderName, + provider: ProviderModelSource, signal?: AbortSignal, workspaceId?: string ): Promise { try { const data = await requestProviderModels(provider, signal, workspaceId) const models: string[] = Array.isArray(data.models) ? data.models : [] - const uniqueModels = provider === 'openrouter' ? Array.from(new Set(models)) : models + const uniqueModels = provider.startsWith('openrouter') ? Array.from(new Set(models)) : models return { models: uniqueModels, @@ -50,7 +53,7 @@ async function fetchProviderModels( } async function requestProviderModels( - provider: ProviderName, + provider: ProviderModelSource, signal?: AbortSignal, workspaceId?: string ): Promise { @@ -70,6 +73,8 @@ async function requestProviderModels( return requestJson(getLitellmProviderModelsContract, { signal }) case 'openrouter': return requestJson(getOpenRouterProviderModelsContract, { signal }) + case 'openrouter-embeddings': + return requestJson(getOpenRouterEmbeddingModelsContract, { signal }) case 'fireworks': return requestJson(getFireworksProviderModelsContract, { query: { workspaceId }, @@ -88,10 +93,14 @@ async function requestProviderModels( } } -export function useProviderModels(provider: ProviderName, workspaceId?: string) { - return useQuery({ +export function providerModelsQueryOptions(provider: ProviderModelSource, workspaceId?: string) { + return queryOptions({ queryKey: providerKeys.list(provider, workspaceId), queryFn: ({ signal }) => fetchProviderModels(provider, signal, workspaceId), staleTime: PROVIDER_MODELS_STALE_TIME, }) } + +export function useProviderModels(provider: ProviderModelSource, workspaceId?: string) { + return useQuery(providerModelsQueryOptions(provider, workspaceId)) +} diff --git a/apps/sim/lib/api/contracts/providers.ts b/apps/sim/lib/api/contracts/providers.ts index f1edacb4640..115794a10ab 100644 --- a/apps/sim/lib/api/contracts/providers.ts +++ b/apps/sim/lib/api/contracts/providers.ts @@ -59,6 +59,20 @@ export const openRouterUpstreamResponseSchema = z.object({ .default([]), }) +export const openRouterEmbeddingModelsUpstreamResponseSchema = z.object({ + data: z.array( + z + .object({ + id: z.string().min(1, 'OpenRouter embedding model id cannot be empty'), + context_length: z + .number() + .int('OpenRouter embedding context length must be an integer') + .positive('OpenRouter embedding context length must be positive'), + }) + .passthrough() + ), +}) + export const vllmUpstreamResponseSchema = z.object({ data: z .array( @@ -254,6 +268,15 @@ export const getOpenRouterProviderModelsContract = defineRouteContract({ }, }) +export const getOpenRouterEmbeddingModelsContract = defineRouteContract({ + method: 'GET', + path: '/api/providers/openrouter/embeddings/models', + response: { + mode: 'json', + schema: providerModelsResponseSchema, + }, +}) + export const getLitellmProviderModelsContract = defineRouteContract({ method: 'GET', path: '/api/providers/litellm/models', diff --git a/apps/sim/lib/api/contracts/tools/embeddings.ts b/apps/sim/lib/api/contracts/tools/embeddings.ts index b9a604a4ef3..7b3eb02abd3 100644 --- a/apps/sim/lib/api/contracts/tools/embeddings.ts +++ b/apps/sim/lib/api/contracts/tools/embeddings.ts @@ -8,12 +8,15 @@ import type { EmbeddingCatalogProvider, EmbeddingTaskType } from '@/lib/embeddin * addition — a new catalog provider or task type stays absent from the wire * enum until it is added below. */ +type EmbeddingToolProvider = EmbeddingCatalogProvider | 'openrouter' + export const embeddingProviders = [ 'openai', + 'openrouter', 'gemini', 'cohere', 'mistral', -] as const satisfies readonly EmbeddingCatalogProvider[] +] as const satisfies readonly EmbeddingToolProvider[] export const embeddingTaskTypes = [ 'document', @@ -28,15 +31,15 @@ export const MAX_EMBEDDING_INPUTS = 1000 /** Caps total payload size independently of the input count. */ export const MAX_EMBEDDING_TOTAL_CHARS = 1_000_000 -const MISSING_EMBEDDING_FIELDS_ERROR = 'Missing required fields: provider, apiKey, and input' +const MISSING_EMBEDDING_INPUT_ERROR = 'Missing required field: input' +const embeddingCatalogProviders = [ + 'openai', + 'gemini', + 'cohere', + 'mistral', +] as const satisfies readonly EmbeddingCatalogProvider[] -export const embeddingsToolBodySchema = z.object({ - provider: z.enum(embeddingProviders, { - error: `Invalid provider. Must be one of: ${embeddingProviders.join(', ')}`, - }), - apiKey: z - .string({ error: MISSING_EMBEDDING_FIELDS_ERROR }) - .min(1, MISSING_EMBEDDING_FIELDS_ERROR), +const embeddingToolCommonShape = { model: z.string().min(1, 'model cannot be empty').optional(), /** A single text, or an array of texts embedded in one call. */ input: z.union( @@ -47,7 +50,7 @@ export const embeddingsToolBodySchema = z.object({ .min(1, 'input must contain at least one text') .max(MAX_EMBEDDING_INPUTS, `input cannot exceed ${MAX_EMBEDDING_INPUTS} texts`), ], - { error: MISSING_EMBEDDING_FIELDS_ERROR } + { error: MISSING_EMBEDDING_INPUT_ERROR } ), taskType: z.enum(embeddingTaskTypes).optional(), /** Matryoshka output size. Omitted means the model's native dimensionality. */ @@ -57,7 +60,20 @@ export const embeddingsToolBodySchema = z.object({ .min(1, 'dimensions must be at least 1') .max(4096, 'dimensions cannot exceed 4096') .optional(), -}) +} + +export const embeddingsToolBodySchema = z.discriminatedUnion('provider', [ + z.object({ + ...embeddingToolCommonShape, + provider: z.enum(embeddingCatalogProviders), + apiKey: z.string({ error: 'apiKey is required' }).min(1, 'apiKey cannot be empty'), + }), + z.object({ + ...embeddingToolCommonShape, + provider: z.literal('openrouter'), + apiKey: z.string({ error: 'apiKey is required' }).min(1, 'apiKey cannot be empty'), + }), +]) const embeddingsUsageSchema = z.object({ prompt_tokens: z.number(), diff --git a/apps/sim/lib/content/registry-factory.test.ts b/apps/sim/lib/content/registry-factory.test.ts index 4a160728929..e7d8cd197a6 100644 --- a/apps/sim/lib/content/registry-factory.test.ts +++ b/apps/sim/lib/content/registry-factory.test.ts @@ -6,15 +6,7 @@ import os from 'os' import path from 'path' import { afterAll, beforeAll, describe, expect, it, vi } from 'vitest' -/** - * `sharp` resolves a platform-specific `@img/sharp-*` native binary that the - * standalone file tracer cannot follow, so a deployment can ship without it. It - * must therefore be loaded lazily and its failure contained: an unreadable OG - * dimension is optional metadata, not a reason to take down `/blog`, `/library`, - * and every tag, author, slug, and RSS route that reads the registry. - * - * This mock makes `import('sharp')` fail the way a missing native binary does. - */ +/** Fails `import('sharp')` the way an unloadable native binary does. */ vi.mock('sharp', () => { throw new Error('Could not load the sharp module using the linux-x64 runtime') }) diff --git a/apps/sim/lib/content/registry-factory.ts b/apps/sim/lib/content/registry-factory.ts index a526cfd8b6c..ee659558d36 100644 --- a/apps/sim/lib/content/registry-factory.ts +++ b/apps/sim/lib/content/registry-factory.ts @@ -103,12 +103,9 @@ export function createContentRegistry(config: ContentRegistryConfig): ContentReg * `image-size` package, archived upstream with unpatched DoS advisories in * its ICNS/JXL/HEIF parsers (GHSA-w3rx-r6r6-pgpr, GHSA-5p2g-fcmc-qvqq). * - * `sharp` is loaded lazily, never as a top-level import. It resolves a - * platform-specific `@img/sharp-*` native binary that the standalone file - * tracer cannot follow, so a deployment that ships without it makes - * `import 'sharp'` throw at module scope — which would take down every route - * that touches this registry (`/blog`, `/library`, their tag, author, slug, - * and RSS routes) rather than degrading one optional OG dimension. + * Imported lazily, never at module scope: sharp resolves a native binary, and a + * top-level import that fails to load would take down every route reading this + * registry instead of dropping one optional dimension. */ async function readOgImageDimensions( ogImage: string diff --git a/apps/sim/lib/core/config/env-capabilities.test.ts b/apps/sim/lib/core/config/env-capabilities.test.ts index 5483affffae..216dbbda791 100644 --- a/apps/sim/lib/core/config/env-capabilities.test.ts +++ b/apps/sim/lib/core/config/env-capabilities.test.ts @@ -9,6 +9,7 @@ import { envField, inspectCapability, inspectOAuthClientCapability, + KNOWLEDGE_EMBEDDINGS_CAPABILITY, LLM_KEY_POOLS, OCR_CAPABILITY, requireCapability, @@ -111,6 +112,43 @@ describe('env capabilities', () => { }) describe('fallback capabilities', () => { + it('resolves configured knowledge embedding transports in fallback order', () => { + expect( + inspectCapability(KNOWLEDGE_EMBEDDINGS_CAPABILITY, { + OPENROUTER_API_KEY: 'openrouter-key', + }).providerIds + ).toEqual(['openrouter']) + + expect( + inspectCapability(KNOWLEDGE_EMBEDDINGS_CAPABILITY, { + AZURE_OPENAI_API_KEY: 'azure-key', + AZURE_OPENAI_ENDPOINT: 'https://azure.example.com', + AZURE_OPENAI_API_VERSION: '2024-10-21', + OPENAI_API_KEY_1: 'openai-key', + OPENROUTER_API_KEY: 'openrouter-key', + }).providerIds + ).toEqual(['azure-openai', 'openai', 'openrouter']) + }) + + it('reports partially configured Azure knowledge embeddings', () => { + const inspection = inspectCapability(KNOWLEDGE_EMBEDDINGS_CAPABILITY, { + AZURE_OPENAI_API_KEY: 'azure-key', + }) + + expect(inspection).toMatchObject({ + configured: false, + providerIds: [], + error: expect.any(EnvCapabilityConfigurationError), + }) + expect(inspection.providers[0]).toMatchObject({ + state: 'partial', + missingFields: expect.arrayContaining([ + 'AZURE_OPENAI_ENDPOINT', + 'AZURE_OPENAI_API_VERSION', + ]), + }) + }) + it('resolves every ready email provider subset in declaration order', () => { for (let mask = 0; mask < 1 << EMAIL_PROVIDER_ORDER.length; mask += 1) { const expected = EMAIL_PROVIDER_ORDER.filter((_, index) => (mask & (1 << index)) !== 0) @@ -251,6 +289,27 @@ describe('env capabilities', () => { expect(onFailure.mock.calls.map(([providerId]) => providerId)).toEqual(['resend', 'ses']) }) + it('stops fallback immediately when the error predicate rejects an error', async () => { + const fatal = new Error('invalid credentials') + const first = { send: vi.fn().mockRejectedValue(fatal) } + const second = { send: vi.fn().mockResolvedValue('should not run') } + const fallback = wireFallback({ + definition: EMAIL_CAPABILITY, + values: { RESEND_API_KEY: 're_test', AWS_SES_REGION: 'us-east-1' }, + factories: { + resend: () => first, + ses: () => second, + smtp: () => null, + azure: () => null, + gmail: () => null, + }, + shouldFallback: () => false, + }) + + await expect(fallback.execute((provider) => provider.send())).rejects.toBe(fatal) + expect(second.send).not.toHaveBeenCalled() + }) + it('fails immediately when a ready provider has no runtime implementation', () => { expect(() => wireFallback({ diff --git a/apps/sim/lib/core/config/env-capabilities.ts b/apps/sim/lib/core/config/env-capabilities.ts index 88739a3712d..db789625e9a 100644 --- a/apps/sim/lib/core/config/env-capabilities.ts +++ b/apps/sim/lib/core/config/env-capabilities.ts @@ -845,6 +845,7 @@ export interface WireFallbackOptions + shouldFallback?: (error: unknown, providerId: DeclaredProviderId) => boolean onFailure?: (providerId: DeclaredProviderId, error: unknown) => void } @@ -852,6 +853,7 @@ export function wireFallback) { const resolution = inspectCapability(definition, values) @@ -889,6 +891,7 @@ export function wireFallback { const conflictOptions = dbChainMockFns.onConflictDoUpdate.mock.calls[0]?.[0] const setWhere = JSON.stringify(conflictOptions?.setWhere) + expect(setWhere).toContain('json_typeof') + expect(setWhere).not.toContain('jsonb_typeof') expect(setWhere).toContain('IS DISTINCT FROM') expect(setWhere).toContain('in-progress') }) @@ -229,7 +231,8 @@ describe('IdempotencyService in-progress deadlines', () => { service.executeWithIdempotency('provider', 'delivery-retry-db', vi.fn()) ).resolves.toBe('new-owner-result') - const condition = dbChainMockFns.where.mock.calls.at(-1)?.[0] - expect(JSON.stringify(condition)).toContain('retry me') + const condition = JSON.stringify(dbChainMockFns.where.mock.calls.at(-1)?.[0]) + expect(condition).toContain('retry me') + expect(condition.match(/::jsonb/g)).toHaveLength(2) }) }) diff --git a/apps/sim/lib/core/idempotency/service.ts b/apps/sim/lib/core/idempotency/service.ts index bd2fd68737c..d176df33d1b 100644 --- a/apps/sim/lib/core/idempotency/service.ts +++ b/apps/sim/lib/core/idempotency/service.ts @@ -327,7 +327,7 @@ export class IdempotencyService { const expiredBefore = new Date(now.getTime() - this.config.ttlSeconds * 1000) const inProgressClaimExpired = sql`COALESCE( CASE - WHEN jsonb_typeof(${idempotencyKey.result} -> 'inProgressExpiresAt') = 'number' + WHEN json_typeof(${idempotencyKey.result} -> 'inProgressExpiresAt') = 'number' THEN (${idempotencyKey.result} ->> 'inProgressExpiresAt')::double precision END, EXTRACT(EPOCH FROM ${idempotencyKey.createdAt}) * 1000 + ${this.config.inProgressTtlSeconds * 1000} @@ -548,7 +548,7 @@ export class IdempotencyService { : fence?.observedResult ? and( eq(idempotencyKey.key, normalizedKey), - sql`${idempotencyKey.result} = ${JSON.stringify(fence.observedResult)}::jsonb` + sql`${idempotencyKey.result}::jsonb = ${JSON.stringify(fence.observedResult)}::jsonb` ) : eq(idempotencyKey.key, normalizedKey) const deleted = await db diff --git a/apps/sim/lib/embeddings/client.test.ts b/apps/sim/lib/embeddings/client.test.ts index fcfdc38627f..d2931d9fe26 100644 --- a/apps/sim/lib/embeddings/client.test.ts +++ b/apps/sim/lib/embeddings/client.test.ts @@ -1,8 +1,23 @@ /** * @vitest-environment node */ +import { resetEnvMock, setEnv } from '@sim/testing' import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest' -import { embed } from '@/lib/embeddings/client' +import { + EmbeddingAPIError, + embed, + embedKnowledgeForDeployment, + embedOpenRouter, + isTransientEmbeddingError, +} from '@/lib/embeddings/client' + +const { mockGetBYOKKey } = vi.hoisted(() => ({ + mockGetBYOKKey: vi.fn(), +})) + +vi.mock('@/lib/api-key/byok', () => ({ + getBYOKKey: mockGetBYOKKey, +})) /** * Exercises the orchestrator end-to-end against a mocked transport: batching, @@ -35,11 +50,25 @@ let fetchMock: ReturnType beforeEach(() => { fetchMock = vi.fn() global.fetch = fetchMock as unknown as typeof fetch + mockGetBYOKKey.mockResolvedValue(null) + setEnv({ + AZURE_OPENAI_API_KEY: undefined, + AZURE_OPENAI_ENDPOINT: undefined, + AZURE_OPENAI_API_VERSION: undefined, + GEMINI_API_KEY: undefined, + OPENAI_API_KEY: undefined, + OPENAI_API_KEY_1: undefined, + OPENAI_API_KEY_2: undefined, + OPENAI_API_KEY_3: undefined, + OPENROUTER_API_KEY: undefined, + }) }) afterEach(() => { global.fetch = originalFetch + vi.useRealTimers() vi.restoreAllMocks() + resetEnvMock() }) describe('embed', () => { @@ -258,6 +287,26 @@ describe('embed', () => { }) expect(result.isBYOK).toBe(true) + expect(result.billableTokens).toBe(0) + }) + + it('uses OpenRouter as an explicit transport for an OpenAI catalog model', async () => { + fetchMock.mockResolvedValue(jsonResponse(openAIBody([[1, 2]]))) + + await embed(['hello'], { + model: 'text-embedding-3-large', + transport: 'openrouter', + apiKey: 'or-test', + dimensions: 1024, + projectInputs: null, + }) + + const [url, init] = fetchMock.mock.calls[0] + expect(url).toBe('https://openrouter.ai/api/v1/embeddings') + expect(JSON.parse((init as RequestInit).body as string)).toMatchObject({ + model: 'openai/text-embedding-3-large', + dimensions: 1024, + }) }) /** @@ -384,3 +433,297 @@ describe('embed', () => { }) }) }) + +describe('embedOpenRouter', () => { + it('uses a dynamic model and reports the returned native dimensions', async () => { + fetchMock.mockResolvedValue( + jsonResponse( + openAIBody( + [ + [1, 2, 3], + [4, 5, 6], + ], + 7 + ) + ) + ) + + const result = await embedOpenRouter(['alpha', 'beta'], { + model: 'openrouter/qwen/qwen3-embedding-8b', + apiKey: 'or-test', + maxInputTokens: 32768, + projectInputs: null, + }) + + const [url, init] = fetchMock.mock.calls[0] + expect(url).toBe('https://openrouter.ai/api/v1/embeddings') + expect(JSON.parse((init as RequestInit).body as string)).toMatchObject({ + input: ['alpha', 'beta'], + model: 'qwen/qwen3-embedding-8b', + }) + expect(result).toMatchObject({ + embeddings: [ + [1, 2, 3], + [4, 5, 6], + ], + dimensions: 3, + totalTokens: 7, + billableTokens: 0, + isBYOK: true, + modelName: 'openrouter/qwen/qwen3-embedding-8b', + }) + }) + + it('fails when OpenRouter returns the wrong number of vectors', async () => { + fetchMock.mockResolvedValue(jsonResponse(openAIBody([[1, 2]]))) + + await expect( + embedOpenRouter(['alpha', 'beta'], { + model: 'openrouter/qwen/qwen3-embedding-8b', + apiKey: 'or-test', + maxInputTokens: 32768, + projectInputs: null, + }) + ).rejects.toThrow('returned 1 embeddings for 2 inputs') + }) + + it('fails when OpenRouter returns inconsistent vector dimensions', async () => { + fetchMock.mockResolvedValue(jsonResponse(openAIBody([[1, 2], [3]]))) + + await expect( + embedOpenRouter(['alpha', 'beta'], { + model: 'openrouter/qwen/qwen3-embedding-8b', + apiKey: 'or-test', + maxInputTokens: 32768, + projectInputs: null, + }) + ).rejects.toThrow('inconsistent dimensions') + }) + + it('truncates inputs to the selected model context length', async () => { + fetchMock.mockResolvedValue(jsonResponse(openAIBody([[1, 2]]))) + + await embedOpenRouter(['alpha beta gamma'], { + model: 'openrouter/thenlper/gte-base', + apiKey: 'or-test', + maxInputTokens: 1, + projectInputs: null, + }) + + const [, init] = fetchMock.mock.calls[0] + const body = JSON.parse((init as RequestInit).body as string) + expect(body.input).toHaveLength(1) + expect(body.input[0]).not.toBe('alpha beta gamma') + }) + + it('splits dynamic models at the provider item limit and recombines in order', async () => { + fetchMock.mockImplementation(async (_url, init) => { + const body = JSON.parse((init as RequestInit).body as string) + const inputs = body.input as string[] + return jsonResponse( + openAIBody( + inputs.map((input) => [Number(input.slice(1))]), + inputs.length + ) + ) + }) + const inputs = Array.from({ length: 2049 }, (_, index) => `i${index}`) + + const result = await embedOpenRouter(inputs, { + model: 'openrouter/qwen/qwen3-embedding-8b', + apiKey: 'or-test', + maxInputTokens: 32768, + projectInputs: null, + }) + + expect(fetchMock).toHaveBeenCalledTimes(2) + expect( + fetchMock.mock.calls + .map(([, init]) => JSON.parse((init as RequestInit).body as string).input.length) + .sort((a, b) => a - b) + ).toEqual([1, 2048]) + expect(result.embeddings).toHaveLength(2049) + expect(result.embeddings[0]).toEqual([0]) + expect(result.embeddings[2048]).toEqual([2048]) + }) +}) + +describe('knowledge embedding transport fallback', () => { + const options = { + model: 'text-embedding-3-small', + taskType: 'document' as const, + dimensions: 1536, + projectInputs: null, + } + + it('uses OpenRouter when it is the only configured self-hosted transport', async () => { + setEnv({ OPENROUTER_API_KEY: 'or-test' }) + fetchMock.mockResolvedValue(jsonResponse(openAIBody([[1, 2]], 3))) + + const result = await embedKnowledgeForDeployment(['hello'], options, false) + + expect(fetchMock).toHaveBeenCalledOnce() + const [url, init] = fetchMock.mock.calls[0] + expect(url).toBe('https://openrouter.ai/api/v1/embeddings') + expect(JSON.parse((init as RequestInit).body as string)).toMatchObject({ + model: 'openai/text-embedding-3-small', + dimensions: 1536, + }) + expect(result).toMatchObject({ + embeddings: [[1, 2]], + billableTokens: 3, + isBYOK: false, + modelName: 'text-embedding-3-small', + dimensions: 1536, + }) + }) + + it('keeps the original OpenAI path when OpenRouter is not configured', async () => { + setEnv({ OPENAI_API_KEY: 'openai-test' }) + fetchMock.mockResolvedValue(jsonResponse(openAIBody([[1, 2]]))) + + await embedKnowledgeForDeployment(['hello'], options, false) + + expect(fetchMock).toHaveBeenCalledOnce() + expect(fetchMock.mock.calls[0][0]).toBe('https://api.openai.com/v1/embeddings') + }) + + it('uses Azure before OpenAI and OpenRouter when all are configured', async () => { + setEnv({ + AZURE_OPENAI_API_KEY: 'azure-test', + AZURE_OPENAI_ENDPOINT: 'https://example.openai.azure.com', + AZURE_OPENAI_API_VERSION: '2024-10-21', + KB_OPENAI_MODEL_NAME: 'kb-embedding-deployment', + OPENAI_API_KEY: 'openai-test', + OPENROUTER_API_KEY: 'or-test', + }) + fetchMock.mockResolvedValue(jsonResponse(openAIBody([[1, 2]]))) + + const result = await embedKnowledgeForDeployment(['hello'], options, false) + + expect(fetchMock).toHaveBeenCalledOnce() + expect(fetchMock.mock.calls[0][0]).toBe( + 'https://example.openai.azure.com/openai/deployments/kb-embedding-deployment/embeddings?api-version=2024-10-21' + ) + expect(result.modelName).toBe('kb-embedding-deployment') + }) + + it('uses a workspace OpenAI key before OpenRouter', async () => { + setEnv({ OPENROUTER_API_KEY: 'or-test' }) + mockGetBYOKKey.mockResolvedValue({ apiKey: 'workspace-openai-test', isBYOK: true }) + fetchMock.mockResolvedValue(jsonResponse(openAIBody([[1, 2]]))) + + const result = await embedKnowledgeForDeployment( + ['hello'], + { ...options, workspaceId: 'workspace-1' }, + false + ) + + expect(mockGetBYOKKey).toHaveBeenCalledWith('workspace-1', 'openai') + expect(fetchMock).toHaveBeenCalledOnce() + const [url, init] = fetchMock.mock.calls[0] + expect(url).toBe('https://api.openai.com/v1/embeddings') + expect((init as RequestInit).headers).toMatchObject({ + Authorization: 'Bearer workspace-openai-test', + }) + expect(result.isBYOK).toBe(true) + }) + + it('does not use OpenRouter for non-OpenAI knowledge models', async () => { + setEnv({ GEMINI_API_KEY: 'gemini-test', OPENROUTER_API_KEY: 'or-test' }) + fetchMock.mockResolvedValue(jsonResponse({ embeddings: [{ values: [1, 2] }] })) + + await embedKnowledgeForDeployment( + ['hello'], + { ...options, model: 'gemini-embedding-001' }, + false + ) + + expect(fetchMock).toHaveBeenCalledOnce() + expect(fetchMock.mock.calls[0][0]).toContain('generativelanguage.googleapis.com') + }) + + it('ignores OpenRouter on hosted deployments', async () => { + setEnv({ OPENAI_API_KEY: 'openai-test', OPENROUTER_API_KEY: 'or-test' }) + fetchMock.mockResolvedValue(jsonResponse(openAIBody([[1, 2]]))) + + await embedKnowledgeForDeployment(['hello'], options, true) + + expect(fetchMock).toHaveBeenCalledOnce() + expect(fetchMock.mock.calls[0][0]).toBe('https://api.openai.com/v1/embeddings') + }) + + it('does not fall back after a fatal provider error', async () => { + setEnv({ OPENAI_API_KEY: 'openai-test', OPENROUTER_API_KEY: 'or-test' }) + fetchMock.mockResolvedValue(jsonResponse({ error: 'invalid key' }, 401)) + + await expect(embedKnowledgeForDeployment(['hello'], options, false)).rejects.toThrow( + /Embedding API failed: 401/ + ) + expect(fetchMock).toHaveBeenCalledOnce() + }) + + it('falls back after transient retries and projects inputs only once', async () => { + vi.useFakeTimers() + setEnv({ OPENAI_API_KEY: 'openai-test', OPENROUTER_API_KEY: 'or-test' }) + const projectInputs = vi.fn(() => ['projected']) + fetchMock.mockImplementation(async (url) => + url === 'https://api.openai.com/v1/embeddings' + ? jsonResponse({ error: 'unavailable' }, 503) + : jsonResponse(openAIBody([[7, 8]], 2)) + ) + + const pending = embedKnowledgeForDeployment(['secret'], { ...options, projectInputs }, false) + await vi.runAllTimersAsync() + const result = await pending + + expect(fetchMock).toHaveBeenCalledTimes(5) + expect(fetchMock.mock.calls.slice(0, 4).every(([url]) => url.includes('api.openai.com'))).toBe( + true + ) + expect(fetchMock.mock.calls[4][0]).toBe('https://openrouter.ai/api/v1/embeddings') + expect(projectInputs).toHaveBeenCalledOnce() + expect(result.embeddings).toEqual([[7, 8]]) + }) + + it('falls back only the failed batch and retains successful provider work', async () => { + vi.useFakeTimers() + setEnv({ OPENAI_API_KEY: 'openai-test', OPENROUTER_API_KEY: 'or-test' }) + mockGetBYOKKey.mockResolvedValue({ apiKey: 'workspace-openai-test', isBYOK: true }) + const firstInput = `first ${'word '.repeat(5000)}` + const secondInput = `second ${'word '.repeat(5000)}` + fetchMock.mockImplementation(async (url, init) => { + const body = JSON.parse((init as RequestInit).body as string) + const input = body.input[0] as string + if (url === 'https://api.openai.com/v1/embeddings' && input.startsWith('second')) { + return jsonResponse({ error: 'unavailable' }, 503) + } + return jsonResponse(openAIBody([[input.startsWith('first') ? 1 : 2]], 3)) + }) + + const pending = embedKnowledgeForDeployment( + [firstInput, secondInput], + { ...options, workspaceId: 'workspace-1' }, + false + ) + await vi.runAllTimersAsync() + const result = await pending + + const openRouterInputs = fetchMock.mock.calls + .filter(([url]) => url === 'https://openrouter.ai/api/v1/embeddings') + .flatMap(([, init]) => JSON.parse((init as RequestInit).body as string).input as string[]) + expect(openRouterInputs).toEqual([secondInput]) + expect(fetchMock).toHaveBeenCalledTimes(6) + expect(result.embeddings).toEqual([[1], [2]]) + expect(result.totalTokens).toBe(6) + expect(result.billableTokens).toBe(3) + expect(result.isBYOK).toBe(false) + }) + + it('classifies only transient embedding failures for failover', () => { + expect(isTransientEmbeddingError(new EmbeddingAPIError('unavailable', 503))).toBe(true) + expect(isTransientEmbeddingError(new EmbeddingAPIError('rate limited', 429))).toBe(true) + expect(isTransientEmbeddingError(new EmbeddingAPIError('invalid key', 401))).toBe(false) + expect(isTransientEmbeddingError(new DOMException('timed out', 'AbortError'))).toBe(true) + }) +}) diff --git a/apps/sim/lib/embeddings/client.ts b/apps/sim/lib/embeddings/client.ts index 617c0efc336..912574c77cc 100644 --- a/apps/sim/lib/embeddings/client.ts +++ b/apps/sim/lib/embeddings/client.ts @@ -1,6 +1,14 @@ import { createLogger } from '@sim/logger' import { chunkArray } from '@sim/utils/helpers' +import { getBYOKKey } from '@/lib/api-key/byok' +import { getRotatingApiKey } from '@/lib/core/config/api-keys' import { env, envNumber } from '@/lib/core/config/env' +import { + type FallbackFactories, + KNOWLEDGE_EMBEDDINGS_CAPABILITY, + wireFallback, +} from '@/lib/core/config/env-capabilities' +import { isHosted } from '@/lib/core/config/env-flags' import { mapWithConcurrency } from '@/lib/core/utils/concurrency' import { DEFAULT_EMBEDDING_MODEL, @@ -10,12 +18,14 @@ import { resolveDimensions, } from '@/lib/embeddings/catalog' import { resolveProviderKey } from '@/lib/embeddings/keys' +import { DEFAULT_OPENROUTER_EMBEDDING_MODEL } from '@/lib/embeddings/openrouter-models' import { getAdapterFactory } from '@/lib/embeddings/providers' import type { EmbeddingProviderAdapter, EmbeddingTaskType, EmbedOptions, EmbedResult, + OpenRouterEmbedOptions, } from '@/lib/embeddings/types' import { isRetryableError, retryWithExponentialBackoff } from '@/lib/knowledge/documents/utils' import { batchByTokenLimit, estimateTokenCount, truncateToTokenLimit } from '@/lib/tokenization' @@ -47,6 +57,14 @@ export class EmbeddingAPIError extends Error { } } +export function isTransientEmbeddingError(error: unknown): boolean { + if (error instanceof EmbeddingAPIError) { + return error.status === 429 || error.status >= 500 + } + if (error instanceof Error && error.name === 'AbortError') return true + return isRetryableError(error) +} + interface ResolvedProvider { adapter: EmbeddingProviderAdapter info: EmbeddingModelInfo @@ -80,6 +98,26 @@ async function resolveProvider(model: string, options: EmbedOptions): Promise { return retryWithExponentialBackoff( async () => { - const request = provider.adapter.buildRequest({ + const request = adapter.buildRequest({ inputs, taskType, dimensions: requestedDimensions, @@ -164,10 +203,7 @@ async function callEmbeddingAPI( */ const totalTokens = request.parseTokens?.(json) ?? - inputs.reduce( - (sum, text) => sum + estimateTokenCount(text, provider.info.tokenizerProvider).count, - 0 - ) + inputs.reduce((sum, text) => sum + estimateTokenCount(text, tokenizerProvider).count, 0) return { embeddings, totalTokens } }, @@ -175,25 +211,33 @@ async function callEmbeddingAPI( maxRetries: 3, initialDelayMs: 1000, maxDelayMs: 10000, - retryCondition: (error: unknown) => { - if (error instanceof EmbeddingAPIError) { - return error.status === 429 || error.status >= 500 - } - return isRetryableError(error) - }, + retryCondition: isTransientEmbeddingError, } ) } -/** - * Generates embeddings for a batch of texts with token-aware batching, - * per-provider item caps, bounded concurrency, and retry on transient failures. - */ -export async function embed(texts: string[], options: EmbedOptions): Promise { - const model = options.model ?? DEFAULT_EMBEDDING_MODEL - const taskType = options.taskType ?? 'document' - const provider = await resolveProvider(model, options) +interface EmbeddingInputLimits { + maxInputTokens: number + maxTokensPerRequest?: number + tokenizerProvider: string + approximateTokenCount: boolean +} +function getEmbeddingInputLimits(info: EmbeddingModelInfo): EmbeddingInputLimits { + return { + maxInputTokens: info.maxInputTokens, + maxTokensPerRequest: info.maxTokensPerRequest, + tokenizerProvider: info.tokenizerProvider, + approximateTokenCount: hasApproximateTokenCount(info), + } +} + +function prepareEmbeddingInputs( + texts: string[], + model: string, + limits: EmbeddingInputLimits, + projectInputs: EmbedOptions['projectInputs'] +): string[] { /** * Projected before batching, not after. The projector rewrites resolved-secret * plaintext to placeholders, which changes length, and `batchByTokenLimit` @@ -205,7 +249,7 @@ export async function embed(texts: string[], options: EmbedOptions): Promise { - if (estimateTokenCount(text, provider.info.tokenizerProvider).count <= ceiling) return text + if (estimateTokenCount(text, limits.tokenizerProvider).count <= ceiling) return text logger.warn('Embedding input exceeds the model token limit and will be truncated', { model, maxInputTokens: ceiling, chars: text.length, - approximateTokenCount: hasApproximateTokenCount(provider.info), + approximateTokenCount: limits.approximateTokenCount, }) return truncateToTokenLimit(text, ceiling, model) }) + return boundedInputs +} + +async function embedWithProvider( + boundedInputs: string[], + model: string, + taskType: EmbeddingTaskType, + requestedDimensions: number | undefined, + provider: ResolvedProvider +): Promise { + const batches = createEmbeddingBatches( + boundedInputs, + model, + getEmbeddingInputLimits(provider.info), + provider.adapter.maxItemsPerRequest + ) + + const batchResults = await mapWithConcurrency( + batches, + MAX_CONCURRENT_BATCHES, + async (batch, i) => { + try { + return await callEmbeddingAPI( + batch, + provider.adapter, + provider.info.tokenizerProvider, + taskType, + requestedDimensions + ) + } catch (error) { + logger.error(`Failed to generate embeddings for batch ${i + 1}/${batches.length}:`, error) + throw error + } + } + ) + + const { embeddings, totalTokens } = combineEmbeddingBatches(batchResults) + + return { + embeddings, + totalTokens, + billableTokens: provider.isBYOK ? 0 : totalTokens, + isBYOK: provider.isBYOK, + modelName: provider.modelName, + pricingId: provider.info.pricingId, + dimensions: provider.dimensions, + } +} + +function createEmbeddingBatches( + boundedInputs: string[], + model: string, + limits: Pick, + itemLimit: number | undefined +): string[][] { + const ceiling = limits.maxInputTokens + /** * How many tokens may share one request — a different limit from the per-input * ceiling above, and the one that decides how many inputs go in a batch. @@ -245,44 +346,247 @@ export async function embed(texts: string[], options: EmbedOptions): Promise chunkArray(batch, itemLimit)) - : tokenBatches + return itemLimit ? tokenBatches.flatMap((batch) => chunkArray(batch, itemLimit)) : tokenBatches +} + +function combineEmbeddingBatches( + batchResults: readonly { embeddings: number[][]; totalTokens: number }[] +): { embeddings: number[][]; totalTokens: number } { + const embeddings: number[][] = [] + let totalTokens = 0 + for (const batch of batchResults) { + for (const vector of batch.embeddings) { + embeddings.push(vector) + } + totalTokens += batch.totalTokens + } + return { embeddings, totalTokens } +} + +/** + * Generates embeddings for a batch of texts with token-aware batching, + * per-provider item caps, bounded concurrency, and retry on transient failures. + */ +export async function embed(texts: string[], options: EmbedOptions): Promise { + const model = options.model ?? DEFAULT_EMBEDDING_MODEL + const taskType = options.taskType ?? 'document' + const provider = await resolveProvider(model, options) + const boundedInputs = prepareEmbeddingInputs( + texts, + model, + getEmbeddingInputLimits(provider.info), + options.projectInputs + ) + return embedWithProvider(boundedInputs, model, taskType, options.dimensions, provider) +} + +/** Generates embeddings for any model returned by OpenRouter's embedding catalog. */ +export async function embedOpenRouter( + texts: string[], + options: OpenRouterEmbedOptions +): Promise { + if (texts.length === 0) throw new Error('At least one embedding input is required') + if (!options.apiKey) throw new Error('OpenRouter API key is required') + if (!Number.isInteger(options.maxInputTokens) || options.maxInputTokens <= 0) { + throw new Error('OpenRouter max input tokens must be a positive integer') + } + + const model = options.model ?? DEFAULT_OPENROUTER_EMBEDDING_MODEL + const limits: EmbeddingInputLimits = { + maxInputTokens: options.maxInputTokens, + tokenizerProvider: 'openrouter', + approximateTokenCount: true, + } + const boundedInputs = prepareEmbeddingInputs(texts, model, limits, options.projectInputs) + const adapter = getAdapterFactory('openrouter')({ + modelName: model, + apiKey: options.apiKey, + nativeDimensions: options.dimensions ?? 0, + }) + const batches = createEmbeddingBatches(boundedInputs, model, limits, adapter.maxItemsPerRequest) + const batchResults = await mapWithConcurrency(batches, MAX_CONCURRENT_BATCHES, async (batch) => + callEmbeddingAPI(batch, adapter, limits.tokenizerProvider, 'document', options.dimensions) + ) + const result = combineEmbeddingBatches(batchResults) + + if (result.embeddings.length !== boundedInputs.length) { + throw new Error( + `OpenRouter returned ${result.embeddings.length} embeddings for ${boundedInputs.length} inputs` + ) + } + const dimensions = result.embeddings[0]?.length + if (!dimensions) throw new Error('OpenRouter returned an empty embedding vector') + if (result.embeddings.some((embedding) => embedding.length !== dimensions)) { + throw new Error('OpenRouter returned embedding vectors with inconsistent dimensions') + } + if (options.dimensions !== undefined && dimensions !== options.dimensions) { + throw new Error( + `OpenRouter returned ${dimensions} dimensions instead of the requested ${options.dimensions}` + ) + } + + return { + embeddings: result.embeddings, + totalTokens: result.totalTokens, + billableTokens: 0, + isBYOK: true, + modelName: model, + pricingId: model, + dimensions, + } +} + +type KnowledgeEmbedOptions = Omit + +function resolveEnvironmentOpenAIKey(): string { + if (env.OPENAI_API_KEY) return env.OPENAI_API_KEY + return getRotatingApiKey('openai') +} + +/** @internal Exported for deterministic hosted/self-hosted routing tests. */ +export async function embedKnowledgeForDeployment( + texts: string[], + options: KnowledgeEmbedOptions, + hosted: boolean +): Promise { + const model = options.model ?? DEFAULT_EMBEDDING_MODEL + const info = getEmbeddingModelInfo(model) + if (hosted || !env.OPENROUTER_API_KEY || info.provider !== 'openai') { + return embed(texts, options) + } + + const dimensions = resolveDimensions(info, options.dimensions) + const taskType = options.taskType ?? 'document' + const boundedInputs = prepareEmbeddingInputs( + texts, + model, + getEmbeddingInputLimits(info), + options.projectInputs + ) + const workspaceKey = options.workspaceId ? await getBYOKKey(options.workspaceId, 'openai') : null + const capabilityValues = workspaceKey ? { ...env, OPENAI_API_KEY: workspaceKey.apiKey } : env + const factories = { + 'azure-openai': () => { + const azure = resolveAzureOverride(info, model) + if (!azure) return null + return { + adapter: getAdapterFactory('azure-openai')({ + modelName: azure.deployment, + apiKey: azure.apiKey, + nativeDimensions: info.nativeDimensions, + endpoint: azure.endpoint, + apiVersion: azure.apiVersion, + }), + info, + modelName: azure.deployment, + dimensions, + isBYOK: false, + } + }, + openai: () => { + const apiKey = workspaceKey?.apiKey ?? resolveEnvironmentOpenAIKey() + return { + adapter: getAdapterFactory('openai')({ + modelName: model, + apiKey, + nativeDimensions: info.nativeDimensions, + }), + info, + modelName: model, + dimensions, + isBYOK: Boolean(workspaceKey), + } + }, + openrouter: () => { + if (!env.OPENROUTER_API_KEY) return null + return { + adapter: getAdapterFactory('openrouter')({ + modelName: model, + apiKey: env.OPENROUTER_API_KEY, + nativeDimensions: info.nativeDimensions, + }), + info, + modelName: model, + dimensions, + isBYOK: false, + } + }, + } satisfies FallbackFactories + + const fallback = wireFallback({ + definition: KNOWLEDGE_EMBEDDINGS_CAPABILITY, + values: capabilityValues, + factories, + shouldFallback: isTransientEmbeddingError, + onFailure(providerId, error) { + logger.warn('Knowledge embedding provider failed; continuing fallback chain', { + providerId, + error, + }) + }, + }) + + const itemLimits = fallback.providers.flatMap((provider) => + provider.adapter.maxItemsPerRequest ? [provider.adapter.maxItemsPerRequest] : [] + ) + const batches = createEmbeddingBatches( + boundedInputs, + model, + info, + itemLimits.length > 0 ? Math.min(...itemLimits) : undefined + ) const batchResults = await mapWithConcurrency( batches, MAX_CONCURRENT_BATCHES, async (batch, i) => { try { - return await callEmbeddingAPI(batch, provider, taskType, options.dimensions) + return await fallback.execute(async (provider) => ({ + ...(await callEmbeddingAPI( + batch, + provider.adapter, + provider.info.tokenizerProvider, + taskType, + options.dimensions + )), + provider, + })) } catch (error) { logger.error(`Failed to generate embeddings for batch ${i + 1}/${batches.length}:`, error) throw error } } ) - - const embeddings: number[][] = [] - let totalTokens = 0 - for (const batch of batchResults) { - for (const vector of batch.embeddings) { - embeddings.push(vector) - } - totalTokens += batch.totalTokens - } + const { embeddings, totalTokens } = combineEmbeddingBatches(batchResults) + const defaultProvider = fallback.providers[0] + const usedProviders = batchResults.map((batch) => batch.provider) + const metadataProvider = usedProviders[0] ?? defaultProvider + const modelNames = new Set(usedProviders.map((provider) => provider.modelName)) + const billableTokens = batchResults.reduce( + (sum, batch) => sum + (batch.provider.isBYOK ? 0 : batch.totalTokens), + 0 + ) return { embeddings, totalTokens, - isBYOK: provider.isBYOK, - modelName: provider.modelName, - pricingId: provider.info.pricingId, - dimensions: provider.dimensions, + billableTokens, + isBYOK: usedProviders.length > 0 ? billableTokens === 0 : metadataProvider.isBYOK, + modelName: modelNames.size > 1 ? model : metadataProvider.modelName, + pricingId: info.pricingId, + dimensions, } } + +/** Generates KB document/query embeddings with opt-in self-hosted OpenRouter fallback. */ +export async function embedKnowledge( + texts: string[], + options: KnowledgeEmbedOptions +): Promise { + return embedKnowledgeForDeployment(texts, options, isHosted) +} diff --git a/apps/sim/lib/embeddings/index.ts b/apps/sim/lib/embeddings/index.ts index 998150e638e..48ce4e1711d 100644 --- a/apps/sim/lib/embeddings/index.ts +++ b/apps/sim/lib/embeddings/index.ts @@ -9,5 +9,11 @@ export { findEmbeddingModelInfo, resolveDimensions, } from '@/lib/embeddings/catalog' -export { embed } from '@/lib/embeddings/client' -export type { EmbeddingTaskType, EmbedOptions, EmbedResult } from '@/lib/embeddings/types' +export { embed, embedKnowledge, embedOpenRouter } from '@/lib/embeddings/client' +export { DEFAULT_OPENROUTER_EMBEDDING_MODEL } from '@/lib/embeddings/openrouter-models' +export type { + EmbeddingTaskType, + EmbedOptions, + EmbedResult, + OpenRouterEmbedOptions, +} from '@/lib/embeddings/types' diff --git a/apps/sim/lib/embeddings/openrouter-model-catalog.server.test.ts b/apps/sim/lib/embeddings/openrouter-model-catalog.server.test.ts new file mode 100644 index 00000000000..8dd24a150a7 --- /dev/null +++ b/apps/sim/lib/embeddings/openrouter-model-catalog.server.test.ts @@ -0,0 +1,56 @@ +/** + * @vitest-environment node + */ +import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest' +import { + getOpenRouterEmbeddingModelMetadata, + OpenRouterEmbeddingModelNotFoundError, +} from '@/lib/embeddings/openrouter-model-catalog.server' + +const fetchMock = vi.fn() + +describe('OpenRouter embedding model catalog', () => { + beforeEach(() => { + vi.clearAllMocks() + vi.stubGlobal('fetch', fetchMock) + }) + + afterAll(() => { + vi.unstubAllGlobals() + }) + + it('resolves a prefixed model with its live input ceiling', async () => { + fetchMock.mockResolvedValue({ + ok: true, + json: async () => ({ + data: [{ id: 'qwen/qwen3-embedding-8b', context_length: 32768 }], + }), + }) + + await expect( + getOpenRouterEmbeddingModelMetadata('openrouter/qwen/qwen3-embedding-8b') + ).resolves.toEqual({ + id: 'openrouter/qwen/qwen3-embedding-8b', + maxInputTokens: 32768, + }) + }) + + it('rejects a model absent from the live embedding catalog', async () => { + fetchMock.mockResolvedValue({ ok: true, json: async () => ({ data: [] }) }) + + await expect( + getOpenRouterEmbeddingModelMetadata('openrouter/example/missing') + ).rejects.toBeInstanceOf(OpenRouterEmbeddingModelNotFoundError) + }) + + it('fails fast when OpenRouter omits a model context length', async () => { + fetchMock.mockResolvedValue({ + ok: true, + json: async () => ({ data: [{ id: 'example/missing-context' }] }), + }) + + await expect( + getOpenRouterEmbeddingModelMetadata('openrouter/example/missing-context') + ).rejects.toThrow('Invalid input') + }) +}) diff --git a/apps/sim/lib/embeddings/openrouter-model-catalog.server.ts b/apps/sim/lib/embeddings/openrouter-model-catalog.server.ts new file mode 100644 index 00000000000..f26ee8697c5 --- /dev/null +++ b/apps/sim/lib/embeddings/openrouter-model-catalog.server.ts @@ -0,0 +1,54 @@ +import { openRouterEmbeddingModelsUpstreamResponseSchema } from '@/lib/api/contracts/providers' +import { + toOpenRouterEmbeddingModelId, + toOpenRouterWireEmbeddingModelId, +} from '@/lib/embeddings/openrouter-models' + +const OPENROUTER_EMBEDDING_MODELS_URL = 'https://openrouter.ai/api/v1/embeddings/models' + +export interface OpenRouterEmbeddingModelMetadata { + id: string + maxInputTokens: number +} + +export class OpenRouterEmbeddingModelNotFoundError extends Error { + constructor(model: string) { + super(`Unsupported OpenRouter embedding model: ${model}`) + this.name = 'OpenRouterEmbeddingModelNotFoundError' + } +} + +/** Loads OpenRouter's current embedding-only catalog with its input ceilings. */ +export async function fetchOpenRouterEmbeddingModelCatalog(): Promise< + OpenRouterEmbeddingModelMetadata[] +> { + const response = await fetch(OPENROUTER_EMBEDDING_MODELS_URL, { + headers: { 'Content-Type': 'application/json' }, + next: { revalidate: 300 }, + }) + if (!response.ok) { + throw new Error( + `Failed to fetch OpenRouter embedding models: ${response.status} ${response.statusText}` + ) + } + + const data = openRouterEmbeddingModelsUpstreamResponseSchema.parse(await response.json()) + const models = new Map() + for (const model of data.data) { + const id = toOpenRouterEmbeddingModelId(model.id) + models.set(id, { id, maxInputTokens: model.context_length }) + } + return Array.from(models.values()) +} + +/** Resolves and validates one selected model against OpenRouter's live catalog. */ +export async function getOpenRouterEmbeddingModelMetadata( + model: string +): Promise { + const normalizedId = toOpenRouterEmbeddingModelId(toOpenRouterWireEmbeddingModelId(model)) + const metadata = (await fetchOpenRouterEmbeddingModelCatalog()).find( + (candidate) => candidate.id === normalizedId + ) + if (!metadata) throw new OpenRouterEmbeddingModelNotFoundError(model) + return metadata +} diff --git a/apps/sim/lib/embeddings/openrouter-models.ts b/apps/sim/lib/embeddings/openrouter-models.ts new file mode 100644 index 00000000000..782cc613b2c --- /dev/null +++ b/apps/sim/lib/embeddings/openrouter-models.ts @@ -0,0 +1,44 @@ +const OPENROUTER_MODEL_PREFIX = 'openrouter/' + +export const DEFAULT_OPENROUTER_EMBEDDING_MODEL = 'openrouter/openai/text-embedding-3-small' + +const LEGACY_OPENAI_EMBEDDING_MODELS = new Set([ + 'text-embedding-3-small', + 'text-embedding-3-large', + 'text-embedding-ada-002', +]) + +function assertUpstreamModelId(model: string): string { + if (!/^[^/\s]+\/[^\s]+$/.test(model)) { + throw new Error(`Invalid OpenRouter embedding model: ${model}`) + } + return model +} + +/** Converts an OpenRouter upstream model id into Sim's provider-prefixed id. */ +export function toOpenRouterEmbeddingModelId(upstreamModel: string): string { + return `${OPENROUTER_MODEL_PREFIX}${assertUpstreamModelId(upstreamModel)}` +} + +/** Converts Sim's model id into the provider-qualified id OpenRouter accepts. */ +export function toOpenRouterWireEmbeddingModelId(model: string): string { + if (model.startsWith(OPENROUTER_MODEL_PREFIX)) { + return assertUpstreamModelId(model.slice(OPENROUTER_MODEL_PREFIX.length)) + } + if (LEGACY_OPENAI_EMBEDDING_MODELS.has(model)) { + return `openai/${model}` + } + throw new Error(`Invalid OpenRouter embedding model: ${model}`) +} + +/** Normalizes persisted OpenAI-only values to the dynamic OpenRouter id format. */ +export function normalizeOpenRouterEmbeddingModelId(model: string): string { + if (model.startsWith(OPENROUTER_MODEL_PREFIX)) { + toOpenRouterWireEmbeddingModelId(model) + return model + } + if (LEGACY_OPENAI_EMBEDDING_MODELS.has(model)) { + return `${OPENROUTER_MODEL_PREFIX}openai/${model}` + } + throw new Error(`Invalid OpenRouter embedding model: ${model}`) +} diff --git a/apps/sim/lib/embeddings/providers/index.ts b/apps/sim/lib/embeddings/providers/index.ts index 6f197a68cf0..17a46b1f6f8 100644 --- a/apps/sim/lib/embeddings/providers/index.ts +++ b/apps/sim/lib/embeddings/providers/index.ts @@ -3,6 +3,7 @@ import { createCohereAdapter } from '@/lib/embeddings/providers/cohere' import { createGeminiAdapter } from '@/lib/embeddings/providers/gemini' import { createMistralAdapter } from '@/lib/embeddings/providers/mistral' import { createOpenAIAdapter } from '@/lib/embeddings/providers/openai' +import { createOpenRouterAdapter } from '@/lib/embeddings/providers/openrouter' import type { AzureEmbeddingAdapterContext, EmbeddingAdapterFactory, @@ -17,6 +18,7 @@ type AdapterFactoryFor = K extends 'azure-opena const ADAPTER_FACTORIES: { [K in EmbeddingProviderKind]: AdapterFactoryFor } = { openai: createOpenAIAdapter, 'azure-openai': createAzureOpenAIAdapter, + openrouter: createOpenRouterAdapter, gemini: createGeminiAdapter, cohere: createCohereAdapter, mistral: createMistralAdapter, @@ -34,4 +36,5 @@ export { createGeminiAdapter, createMistralAdapter, createOpenAIAdapter, + createOpenRouterAdapter, } diff --git a/apps/sim/lib/embeddings/providers/openrouter.ts b/apps/sim/lib/embeddings/providers/openrouter.ts new file mode 100644 index 00000000000..1ada0cb8cdb --- /dev/null +++ b/apps/sim/lib/embeddings/providers/openrouter.ts @@ -0,0 +1,26 @@ +import { toOpenRouterWireEmbeddingModelId } from '@/lib/embeddings/openrouter-models' +import { + OPENAI_MAX_ITEMS_PER_REQUEST, + type OpenAIEmbeddingResponse, +} from '@/lib/embeddings/providers/openai' +import type { EmbeddingAdapterFactory } from '@/lib/embeddings/types' + +/** OpenRouter exposes embedding models under provider-qualified model ids. */ +export const createOpenRouterAdapter: EmbeddingAdapterFactory = ({ modelName, apiKey }) => ({ + maxItemsPerRequest: OPENAI_MAX_ITEMS_PER_REQUEST, + buildRequest: ({ inputs, dimensions }) => ({ + apiUrl: 'https://openrouter.ai/api/v1/embeddings', + headers: { + Authorization: `Bearer ${apiKey}`, + 'Content-Type': 'application/json', + }, + body: { + input: inputs, + model: toOpenRouterWireEmbeddingModelId(modelName), + encoding_format: 'float', + ...(dimensions !== undefined && { dimensions }), + }, + parse: (json) => (json as OpenAIEmbeddingResponse).data.map((item) => item.embedding), + parseTokens: (json) => (json as OpenAIEmbeddingResponse).usage?.total_tokens, + }), +}) diff --git a/apps/sim/lib/embeddings/providers/providers.test.ts b/apps/sim/lib/embeddings/providers/providers.test.ts index fda8907edba..e2382560bb7 100644 --- a/apps/sim/lib/embeddings/providers/providers.test.ts +++ b/apps/sim/lib/embeddings/providers/providers.test.ts @@ -8,6 +8,7 @@ import { createGeminiAdapter, createMistralAdapter, createOpenAIAdapter, + createOpenRouterAdapter, } from '@/lib/embeddings/providers' const INPUTS = ['alpha', 'beta'] @@ -59,6 +60,56 @@ describe('OpenAI adapter', () => { }) }) +describe('OpenRouter adapter', () => { + const adapter = createOpenRouterAdapter({ + modelName: 'text-embedding-3-small', + apiKey: 'or-test', + nativeDimensions: 1536, + }) + + it('uses the OpenRouter endpoint and provider-qualified OpenAI model id', () => { + const request = adapter.buildRequest({ + inputs: INPUTS, + taskType: 'document', + dimensions: 1536, + }) + + expect(request.apiUrl).toBe('https://openrouter.ai/api/v1/embeddings') + expect(request.headers.Authorization).toBe('Bearer or-test') + expect(request.body).toMatchObject({ + input: INPUTS, + model: 'openai/text-embedding-3-small', + dimensions: 1536, + encoding_format: 'float', + }) + }) + + it('parses OpenAI-compatible vectors and usage', () => { + const request = adapter.buildRequest({ inputs: INPUTS, taskType: 'query' }) + const response = { + data: [{ embedding: [1, 2] }, { embedding: [3, 4] }], + usage: { total_tokens: 9 }, + } + + expect(request.parse(response)).toEqual([ + [1, 2], + [3, 4], + ]) + expect(request.parseTokens?.(response)).toBe(9) + }) + + it('passes a dynamic OpenRouter model id through without rewriting its provider', () => { + const dynamicAdapter = createOpenRouterAdapter({ + modelName: 'openrouter/qwen/qwen3-embedding-8b', + apiKey: 'or-test', + nativeDimensions: 0, + }) + const request = dynamicAdapter.buildRequest({ inputs: INPUTS, taskType: 'document' }) + + expect(request.body).toMatchObject({ model: 'qwen/qwen3-embedding-8b' }) + }) +}) + describe('Gemini adapter', () => { const adapter = createGeminiAdapter({ modelName: 'gemini-embedding-001', diff --git a/apps/sim/lib/embeddings/types.ts b/apps/sim/lib/embeddings/types.ts index 91741ae67e5..33a7677d539 100644 --- a/apps/sim/lib/embeddings/types.ts +++ b/apps/sim/lib/embeddings/types.ts @@ -4,14 +4,19 @@ * `@/lib/embeddings/providers`. */ -export type EmbeddingProviderKind = 'openai' | 'azure-openai' | 'gemini' | 'cohere' | 'mistral' +export type EmbeddingProviderKind = + | 'openai' + | 'azure-openai' + | 'openrouter' + | 'gemini' + | 'cohere' + | 'mistral' /** - * Providers a catalog model can belong to. Azure OpenAI is excluded because it - * is a transport override for OpenAI models rather than a provider users pick: - * no model is ever catalogued under it, and it resolves its own credentials. + * Providers a catalog model can belong to. Azure OpenAI and OpenRouter are + * transports for OpenAI models, so no model is catalogued under either one. */ -export type EmbeddingCatalogProvider = Exclude +export type EmbeddingCatalogProvider = Exclude /** Provider id for `estimateTokenCount` so token counts match the embedding provider's tokenization. */ export type TokenizerProviderId = 'openai' | 'google' | 'cohere' | 'mistral' @@ -75,6 +80,8 @@ export type EmbeddingAdapterFactory string[]) | null +} diff --git a/apps/sim/lib/integrations/integrations.json b/apps/sim/lib/integrations/integrations.json index 0be6a2df3a1..75adbaaff3c 100644 --- a/apps/sim/lib/integrations/integrations.json +++ b/apps/sim/lib/integrations/integrations.json @@ -5926,7 +5926,7 @@ "slug": "embeddings", "name": "Embeddings", "description": "Generate embeddings", - "longDescription": "Turn text into embedding vectors for semantic search, clustering, and similarity. Supports OpenAI, Google Gemini, Cohere, and Mistral embedding models.", + "longDescription": "Turn text into embedding vectors for semantic search, clustering, and similarity. Supports OpenAI, OpenRouter, Google Gemini, Cohere, and Mistral embedding models.", "bgColor": "#7B4DFF", "iconName": "EmbeddingsIcon", "docsUrl": "https://docs.sim.ai/integrations/embeddings", diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts index fd3ea10a656..7ad42b9777f 100644 --- a/apps/sim/lib/knowledge/documents/service.ts +++ b/apps/sim/lib/knowledge/documents/service.ts @@ -924,8 +924,7 @@ export async function processDocumentAsync( .where(eq(document.id, documentId)) return } - let totalEmbeddingTokens = 0 - let embeddingIsBYOK = false + let billableEmbeddingTokens = 0 let embeddingModelName = kbEmbeddingModel let embeddingPricingId = kbEmbeddingModel @@ -992,17 +991,15 @@ export async function processDocumentAsync( logger.info(`[${documentId}] Processing embedding batch ${batchNum}/${totalBatches}`) const { embeddings: batchEmbeddings, - totalTokens: batchTokens, - isBYOK, + billableTokens: batchBillableTokens, modelName, pricingId, } = await generateEmbeddings(batch, kbEmbeddingModel, ctx.workspaceId) for (const emb of batchEmbeddings) { embeddings.push(emb) } - totalEmbeddingTokens += batchTokens + billableEmbeddingTokens += batchBillableTokens if (i === 0) { - embeddingIsBYOK = isBYOK embeddingModelName = modelName embeddingPricingId = pricingId } @@ -1136,12 +1133,12 @@ export async function processDocumentAsync( const processingTime = Date.now() - startTime logger.info(`[${documentId}] Successfully processed document in ${processingTime}ms`) - if (!embeddingIsBYOK && totalEmbeddingTokens > 0) { + if (billableEmbeddingTokens > 0) { try { const costMultiplier = getCostMultiplier() const { total: cost } = calculateCost( embeddingPricingId, - totalEmbeddingTokens, + billableEmbeddingTokens, 0, false, costMultiplier @@ -1158,7 +1155,7 @@ export async function processDocumentAsync( description: embeddingModelName, cost, sourceReference: `knowledge-document:${documentId}:${startTime}`, - metadata: { inputTokens: totalEmbeddingTokens, outputTokens: 0 }, + metadata: { inputTokens: billableEmbeddingTokens, outputTokens: 0 }, }, ], }) @@ -1170,7 +1167,7 @@ export async function processDocumentAsync( } else { logger.warn( `[${documentId}] Embedding model "${embeddingModelName}" has no pricing entry — billing skipped`, - { totalEmbeddingTokens, embeddingModelName } + { billableEmbeddingTokens, embeddingModelName } ) } } catch (billingError) { diff --git a/apps/sim/lib/knowledge/embeddings.ts b/apps/sim/lib/knowledge/embeddings.ts index 94a0997d81e..07616df83b7 100644 --- a/apps/sim/lib/knowledge/embeddings.ts +++ b/apps/sim/lib/knowledge/embeddings.ts @@ -7,7 +7,7 @@ import { import { recordUsage } from '@/lib/billing/core/usage-log' import { checkAndBillPayerOverageThreshold } from '@/lib/billing/threshold-billing' import { env } from '@/lib/core/config/env' -import { embed } from '@/lib/embeddings' +import { embedKnowledge } from '@/lib/embeddings' import { assertKbEmbeddingModel, DEFAULT_EMBEDDING_MODEL, @@ -46,6 +46,7 @@ export function getConfiguredEmbeddingModel(): string { export interface GenerateEmbeddingsResult { embeddings: number[][] totalTokens: number + billableTokens: number isBYOK: boolean modelName: string /** Pricing identifier for use with calculateCost / EMBEDDING_MODEL_PRICING. */ @@ -65,7 +66,7 @@ export async function generateEmbeddings( ): Promise { assertKbEmbeddingModel(embeddingModel) - const result = await embed(texts, { + const result = await embedKnowledge(texts, { model: embeddingModel, workspaceId, taskType: 'document', @@ -76,6 +77,7 @@ export async function generateEmbeddings( return { embeddings: result.embeddings, totalTokens: result.totalTokens, + billableTokens: result.billableTokens, isBYOK: result.isBYOK, modelName: result.modelName, pricingId: result.pricingId, @@ -89,7 +91,7 @@ export async function generateSearchEmbedding( ): Promise<{ embedding: number[]; isBYOK: boolean }> { assertKbEmbeddingModel(embeddingModel) - const result = await embed([query], { + const result = await embedKnowledge([query], { model: embeddingModel, workspaceId, taskType: 'query', diff --git a/apps/sim/next.config.ts b/apps/sim/next.config.ts index 8fdc0915632..3bf9df231af 100644 --- a/apps/sim/next.config.ts +++ b/apps/sim/next.config.ts @@ -168,11 +168,11 @@ const nextConfig: NextConfig = { '/api/internal/file-doc/seed': ['./node_modules/jsdom/**/*'], '/api/internal/file-doc/merge': ['./node_modules/jsdom/**/*'], '/api/internal/file-doc/persist': ['./node_modules/jsdom/**/*'], - '/*': [ - './node_modules/sharp/**/*', - './node_modules/@img/**/*', - './lib/execution/sandbox/bundles/*.cjs', - ], + /** + * No `sharp`/`@img` entries: these globs resolve against apps/sim while both hoist to the + * monorepo root, so they matched nothing. docker/app.Dockerfile copies them instead. + */ + '/*': ['./lib/execution/sandbox/bundles/*.cjs'], }, experimental: { /** diff --git a/apps/sim/package.json b/apps/sim/package.json index 7b0e95742e6..5bd4eb6fbc6 100644 --- a/apps/sim/package.json +++ b/apps/sim/package.json @@ -263,6 +263,7 @@ "@types/three": "0.177.0", "@vitejs/plugin-react": "^6.0.5", "@vitest/coverage-v8": "^4.1.0", + "node-gyp": "12.4.0", "postcss": "^8", "react-email": "6.9.0", "tailwindcss": "^3.4.1", diff --git a/apps/sim/tools/embeddings/factory.test.ts b/apps/sim/tools/embeddings/factory.test.ts index 5f1b7221ce7..741a9085a1f 100644 --- a/apps/sim/tools/embeddings/factory.test.ts +++ b/apps/sim/tools/embeddings/factory.test.ts @@ -6,6 +6,7 @@ import { embeddingsCohereTool } from '@/tools/embeddings/cohere' import { embeddingsGeminiTool } from '@/tools/embeddings/gemini' import { embeddingsMistralTool } from '@/tools/embeddings/mistral' import { embeddingsOpenAITool } from '@/tools/embeddings/openai' +import { embeddingsOpenRouterTool } from '@/tools/embeddings/openrouter' import { embeddingsTool as legacyOpenAIEmbeddingsTool } from '@/tools/openai/embeddings' const ALL_TOOLS = [ @@ -13,6 +14,7 @@ const ALL_TOOLS = [ embeddingsGeminiTool, embeddingsCohereTool, embeddingsMistralTool, + embeddingsOpenRouterTool, legacyOpenAIEmbeddingsTool, ] @@ -76,4 +78,13 @@ describe('embeddings tools model-input projection', () => { } } }) + + it('requires an explicit OpenRouter key without hosted-key injection', () => { + expect(embeddingsOpenRouterTool.params.apiKey.required).toBe(true) + expect(embeddingsOpenRouterTool.hosting).toBeUndefined() + expect(embeddingsOpenRouterTool.request.body({ input: 'hello' } as never)).toMatchObject({ + provider: 'openrouter', + model: 'openrouter/openai/text-embedding-3-small', + }) + }) }) diff --git a/apps/sim/tools/embeddings/factory.ts b/apps/sim/tools/embeddings/factory.ts index 1fbd70262d8..7a68fac6fc1 100644 --- a/apps/sim/tools/embeddings/factory.ts +++ b/apps/sim/tools/embeddings/factory.ts @@ -1,5 +1,6 @@ import type { EmbeddingProvider } from '@/lib/api/contracts/tools/embeddings' import { BYOK_PROVIDER_IDS, DEFAULT_MODEL_BY_PROVIDER } from '@/lib/embeddings/catalog' +import type { EmbeddingCatalogProvider } from '@/lib/embeddings/types' import { getEmbeddingModelPricing } from '@/providers/models' import type { EmbeddingsParams, EmbeddingsResponse } from '@/tools/embeddings/types' import type { ToolConfig } from '@/tools/types' @@ -11,28 +12,68 @@ const HOSTED_KEY_RATE_LIMIT = { burstMultiplier: 1, } as const -interface CreateEmbeddingToolOptions { +interface EmbeddingToolBaseOptions { id: string name: string - provider: EmbeddingProvider description: string - /** Env var prefix for the hosted key pool. */ +} + +interface HostedEmbeddingToolOptions extends EmbeddingToolBaseOptions { + provider: EmbeddingCatalogProvider envKeyPrefix: string + defaultModel?: never +} + +interface ExplicitKeyEmbeddingToolOptions extends EmbeddingToolBaseOptions { + provider: Extract + envKeyPrefix?: never + defaultModel: string } +type CreateEmbeddingToolOptions = HostedEmbeddingToolOptions | ExplicitKeyEmbeddingToolOptions + /** * Builds a provider-specific embeddings tool. Every provider shares the same * params, transport, and output shape; only key resolution and the default * model differ, so they are produced from one definition rather than copied. */ -export function createEmbeddingTool({ - id, - name, - provider, - description, - envKeyPrefix, -}: CreateEmbeddingToolOptions): ToolConfig { - const defaultModel = DEFAULT_MODEL_BY_PROVIDER[provider] +export function createEmbeddingTool( + options: CreateEmbeddingToolOptions +): ToolConfig { + const { id, name, provider, description } = options + const defaultModel = + provider === 'openrouter' ? options.defaultModel : DEFAULT_MODEL_BY_PROVIDER[provider] + /** + * Sim-hosted catalog providers are billed per input token with no markup. + * OpenRouter requires an explicit user key and therefore has no hosting config. + */ + const hostingConfig: ToolConfig['hosting'] = + provider === 'openrouter' + ? undefined + : { + envKeyPrefix: options.envKeyPrefix, + apiKeyParam: 'apiKey', + byokProviderId: BYOK_PROVIDER_IDS[provider], + pricing: { + type: 'custom', + getCost: (_params, output) => { + const tokens = output.__embeddingTokens + if (typeof tokens !== 'number' || Number.isNaN(tokens)) { + throw new Error('Embedding response missing token usage') + } + const model = typeof output.model === 'string' ? output.model : defaultModel + const pricing = getEmbeddingModelPricing(model) + if (!pricing) { + throw new Error(`No pricing configured for embedding model: ${model}`) + } + return { + cost: (tokens * pricing.input) / 1_000_000, + metadata: { model, totalTokens: tokens, inputPricePerMillion: pricing.input }, + } + }, + }, + rateLimit: HOSTED_KEY_RATE_LIMIT, + } return { id, @@ -75,34 +116,7 @@ export function createEmbeddingTool({ }, }, - hosting: { - envKeyPrefix, - apiKeyParam: 'apiKey', - byokProviderId: BYOK_PROVIDER_IDS[provider], - /** - * Billed per input token with no markup, matching how the knowledge-base - * path bills the same models. - */ - pricing: { - type: 'custom', - getCost: (_params, output) => { - const tokens = output.__embeddingTokens - if (typeof tokens !== 'number' || Number.isNaN(tokens)) { - throw new Error('Embedding response missing token usage') - } - const model = typeof output.model === 'string' ? output.model : defaultModel - const pricing = getEmbeddingModelPricing(model) - if (!pricing) { - throw new Error(`No pricing configured for embedding model: ${model}`) - } - return { - cost: (tokens * pricing.input) / 1_000_000, - metadata: { model, totalTokens: tokens, inputPricePerMillion: pricing.input }, - } - }, - }, - rateLimit: HOSTED_KEY_RATE_LIMIT, - }, + hosting: hostingConfig, request: { url: '/api/tools/embeddings', diff --git a/apps/sim/tools/embeddings/index.ts b/apps/sim/tools/embeddings/index.ts index c58ca83ab3a..81871fc1e60 100644 --- a/apps/sim/tools/embeddings/index.ts +++ b/apps/sim/tools/embeddings/index.ts @@ -3,4 +3,5 @@ export { createEmbeddingTool } from '@/tools/embeddings/factory' export { embeddingsGeminiTool } from '@/tools/embeddings/gemini' export { embeddingsMistralTool } from '@/tools/embeddings/mistral' export { embeddingsOpenAITool } from '@/tools/embeddings/openai' +export { embeddingsOpenRouterTool } from '@/tools/embeddings/openrouter' export type { EmbeddingsParams, EmbeddingsResponse } from '@/tools/embeddings/types' diff --git a/apps/sim/tools/embeddings/openrouter.ts b/apps/sim/tools/embeddings/openrouter.ts new file mode 100644 index 00000000000..cd1d54364ea --- /dev/null +++ b/apps/sim/tools/embeddings/openrouter.ts @@ -0,0 +1,10 @@ +import { DEFAULT_OPENROUTER_EMBEDDING_MODEL } from '@/lib/embeddings/openrouter-models' +import { createEmbeddingTool } from '@/tools/embeddings/factory' + +export const embeddingsOpenRouterTool = createEmbeddingTool({ + id: 'embeddings_openrouter', + name: 'OpenRouter Embeddings', + provider: 'openrouter', + description: 'Generate embeddings through OpenRouter', + defaultModel: DEFAULT_OPENROUTER_EMBEDDING_MODEL, +}) diff --git a/apps/sim/tools/embeddings/types.ts b/apps/sim/tools/embeddings/types.ts index fc57f23d8d3..8509ee26f1f 100644 --- a/apps/sim/tools/embeddings/types.ts +++ b/apps/sim/tools/embeddings/types.ts @@ -2,7 +2,7 @@ import type { EmbeddingTaskTypeName } from '@/lib/api/contracts/tools/embeddings import type { ToolResponse } from '@/tools/types' export interface EmbeddingsParams { - apiKey: string + apiKey?: string input: string | string[] model?: string taskType?: EmbeddingTaskTypeName diff --git a/apps/sim/tools/generated/tool-ids.ts b/apps/sim/tools/generated/tool-ids.ts index 8619b0bf2af..359388c01a8 100644 --- a/apps/sim/tools/generated/tool-ids.ts +++ b/apps/sim/tools/generated/tool-ids.ts @@ -3,7 +3,7 @@ /** Every registered tool id, including versioned variants. */ const toolIds: string[] = JSON.parse( - '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_lock_record","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","airweave_search","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_add_followers","asana_create_project","asana_create_section","asana_create_subtask","asana_create_task","asana_delete_task","asana_get_project","asana_get_projects","asana_get_task","asana_list_sections","asana_list_workspaces","asana_search_tasks","asana_update_task","ashby_add_candidate_tag","ashby_change_application_stage","ashby_create_application","ashby_create_candidate","ashby_create_note","ashby_get_application","ashby_get_candidate","ashby_get_job","ashby_get_job_posting","ashby_get_offer","ashby_list_applications","ashby_list_archive_reasons","ashby_list_candidate_tags","ashby_list_candidates","ashby_list_custom_fields","ashby_list_departments","ashby_list_interviews","ashby_list_job_postings","ashby_list_jobs","ashby_list_locations","ashby_list_notes","ashby_list_offers","ashby_list_openings","ashby_list_sources","ashby_list_users","ashby_remove_candidate_tag","ashby_search_candidates","ashby_update_candidate","athena_batch_get_query_execution","athena_create_named_query","athena_delete_named_query","athena_get_named_query","athena_get_query_execution","athena_get_query_results","athena_list_databases","athena_list_named_queries","athena_list_query_executions","athena_list_table_metadata","athena_start_query","athena_stop_query","attio_assert_record","attio_create_attribute","attio_create_comment","attio_create_list","attio_create_list_entry","attio_create_note","attio_create_object","attio_create_record","attio_create_task","attio_create_webhook","attio_delete_comment","attio_delete_list_entry","attio_delete_note","attio_delete_record","attio_delete_task","attio_delete_webhook","attio_get_attribute","attio_get_comment","attio_get_list","attio_get_list_entry","attio_get_member","attio_get_note","attio_get_object","attio_get_record","attio_get_task","attio_get_thread","attio_get_webhook","attio_list_attributes","attio_list_lists","attio_list_members","attio_list_notes","attio_list_objects","attio_list_records","attio_list_tasks","attio_list_threads","attio_list_webhooks","attio_query_list_entries","attio_search_records","attio_update_attribute","attio_update_list","attio_update_list_entry","attio_update_object","attio_update_record","attio_update_task","attio_update_webhook","azure_devops_add_comment","azure_devops_create_work_item","azure_devops_get_build_log","azure_devops_get_build_timeline","azure_devops_get_comments","azure_devops_get_pipeline","azure_devops_get_pipeline_run","azure_devops_get_work_item","azure_devops_get_work_items_batch","azure_devops_get_work_items_between_builds","azure_devops_list_build_logs","azure_devops_list_builds","azure_devops_list_pipeline_runs","azure_devops_list_pipelines","azure_devops_query_work_items","azure_devops_update_work_item","box_copy_file","box_create_folder","box_delete_file","box_delete_folder","box_download_file","box_get_file_info","box_list_folder_items","box_search","box_sign_cancel_request","box_sign_create_request","box_sign_get_request","box_sign_list_requests","box_sign_resend_request","box_update_file","box_upload_file","brandfetch_get_brand","brandfetch_search","brex_archive_budget","brex_create_budget","brex_create_spend_limit","brex_create_transfer","brex_create_vendor","brex_get_budget","brex_get_cash_account","brex_get_company","brex_get_current_user","brex_get_expense","brex_get_spend_limit","brex_get_transfer","brex_get_user","brex_get_vendor","brex_list_budgets","brex_list_card_accounts","brex_list_card_statements","brex_list_card_transactions","brex_list_cards","brex_list_cash_accounts","brex_list_cash_statements","brex_list_cash_transactions","brex_list_departments","brex_list_expenses","brex_list_locations","brex_list_spend_limits","brex_list_titles","brex_list_transfers","brex_list_users","brex_list_vendors","brex_match_receipt","brex_update_expense","brex_update_vendor","brex_upload_receipt","brightdata_cancel_snapshot","brightdata_discover","brightdata_download_snapshot","brightdata_scrape_dataset","brightdata_scrape_url","brightdata_serp_search","brightdata_snapshot_status","brightdata_sync_scrape","browser_use_run_task","buffer_create_idea","buffer_create_post","buffer_delete_post","buffer_edit_post","buffer_get_account","buffer_get_channels","buffer_get_idea_groups","buffer_get_ideas","buffer_get_post","buffer_get_posts","calcom_cancel_booking","calcom_confirm_booking","calcom_create_booking","calcom_create_event_type","calcom_create_schedule","calcom_decline_booking","calcom_delete_event_type","calcom_delete_schedule","calcom_get_booking","calcom_get_default_schedule","calcom_get_event_type","calcom_get_schedule","calcom_get_slots","calcom_list_bookings","calcom_list_event_types","calcom_list_schedules","calcom_reschedule_booking","calcom_update_event_type","calcom_update_schedule","calendly_cancel_event","calendly_create_webhook","calendly_delete_webhook","calendly_get_current_user","calendly_get_event_type","calendly_get_scheduled_event","calendly_list_event_invitees","calendly_list_event_types","calendly_list_scheduled_events","calendly_list_webhooks","clay_populate","clerk_add_organization_member","clerk_ban_user","clerk_create_actor_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+ '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_lock_record","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","airweave_search","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_add_followers","asana_create_project","asana_create_section","asana_create_subtask","asana_create_task","asana_delete_task","asana_get_project","asana_get_projects","asana_get_task","asana_list_sections","asana_list_workspaces","asana_search_tasks","asana_update_task","ashby_add_candidate_tag","ashby_change_application_stage","ashby_create_application","ashby_create_candidate","ashby_create_note","ashby_get_application","ashby_get_candidate","ashby_get_job","ashby_get_job_posting","ashby_get_offer","ashby_list_applications","ashby_list_archive_reasons","ashby_list_candidate_tags","ashby_list_candidates","ashby_list_custom_fields","ashby_list_departments","ashby_list_interviews","ashby_list_job_postings","ashby_list_jobs","ashby_list_locations","ashby_list_notes","ashby_list_offers","ashby_list_openings","ashby_list_sources","ashby_list_users","ashby_remove_candidate_tag","ashby_search_candidates","ashby_update_candidate","athena_batch_get_query_execution","athena_create_named_query","athena_delete_named_query","athena_get_named_query","athena_get_query_execution","athena_get_query_results","athena_list_databases","athena_list_named_queries","athena_list_query_executions","athena_list_table_metadata","athena_start_query","athena_stop_query","attio_assert_record","attio_create_attribute","attio_create_comment","attio_create_list","attio_create_list_entry","attio_create_note","attio_create_object","attio_create_record","attio_create_task","attio_create_webhook","attio_delete_comment","attio_delete_list_entry","attio_delete_note","attio_delete_record","attio_delete_task","attio_delete_webhook","attio_get_attribute","attio_get_comment","attio_get_list","attio_get_list_entry","attio_get_member","attio_get_note","attio_get_object","attio_get_record","attio_get_task","attio_get_thread","attio_get_webhook","attio_list_attributes","attio_list_lists","attio_list_members","attio_list_notes","attio_list_objects","attio_list_records","attio_list_tasks","attio_list_threads","attio_list_webhooks","attio_query_list_entries","attio_search_records","attio_update_attribute","attio_update_list","attio_update_list_entry","attio_update_object","attio_update_record","attio_update_task","attio_update_webhook","azure_devops_add_comment","azure_devops_create_work_item","azure_devops_get_build_log","azure_devops_get_build_timeline","azure_devops_get_comments","azure_devops_get_pipeline","azure_devops_get_pipeline_run","azure_devops_get_work_item","azure_devops_get_work_items_batch","azure_devops_get_work_items_between_builds","azure_devops_list_build_logs","azure_devops_list_builds","azure_devops_list_pipeline_runs","azure_devops_list_pipelines","azure_devops_query_work_items","azure_devops_update_work_item","box_copy_file","box_create_folder","box_delete_file","box_delete_folder","box_download_file","box_get_file_info","box_list_folder_items","box_search","box_sign_cancel_request","box_sign_create_request","box_sign_get_request","box_sign_list_requests","box_sign_resend_request","box_update_file","box_upload_file","brandfetch_get_brand","brandfetch_search","brex_archive_budget","brex_create_budget","brex_create_spend_limit","brex_create_transfer","brex_create_vendor","brex_get_budget","brex_get_cash_account","brex_get_company","brex_get_current_user","brex_get_expense","brex_get_spend_limit","brex_get_transfer","brex_get_user","brex_get_vendor","brex_list_budgets","brex_list_card_accounts","brex_list_card_statements","brex_list_card_transactions","brex_list_cards","brex_list_cash_accounts","brex_list_cash_statements","brex_list_cash_transactions","brex_list_departments","brex_list_expenses","brex_list_locations","brex_list_spend_limits","brex_list_titles","brex_list_transfers","brex_list_users","brex_list_vendors","brex_match_receipt","brex_update_expense","brex_update_vendor","brex_upload_receipt","brightdata_cancel_snapshot","brightdata_discover","brightdata_download_snapshot","brightdata_scrape_dataset","brightdata_scrape_url","brightdata_serp_search","brightdata_snapshot_status","brightdata_sync_scrape","browser_use_run_task","buffer_create_idea","buffer_create_post","buffer_delete_post","buffer_edit_post","buffer_get_account","buffer_get_channels","buffer_get_idea_groups","buffer_get_ideas","buffer_get_post","buffer_get_posts","calcom_cancel_booking","calcom_confirm_booking","calcom_create_booking","calcom_create_event_type","calcom_create_schedule","calcom_decline_booking","calcom_delete_event_type","calcom_delete_schedule","calcom_get_booking","calcom_get_default_schedule","calcom_get_event_type","calcom_get_schedule","calcom_get_slots","calcom_list_bookings","calcom_list_event_types","calcom_list_schedules","calcom_reschedule_booking","calcom_update_event_type","calcom_update_schedule","calendly_cancel_event","calendly_create_webhook","calendly_delete_webhook","calendly_get_current_user","calendly_get_event_type","calendly_get_scheduled_event","calendly_list_event_invitees","calendly_list_event_types","calendly_list_scheduled_events","calendly_list_webhooks","clay_populate","clerk_add_organization_member","clerk_ban_user","clerk_create_actor_token","clerk_create_allowlist_identifier","clerk_create_blocklist_identifier","clerk_create_organization","clerk_create_organization_invitation","clerk_create_user","clerk_delete_allowlist_identifier","clerk_delete_blocklist_identifier","clerk_delete_organization","clerk_delete_user","clerk_get_jwt_template","clerk_get_organization","clerk_get_session","clerk_get_user","clerk_get_user_oauth_token","clerk_list_allowlist_identifiers","clerk_list_blocklist_identifiers","clerk_list_jwt_templates","clerk_list_organization_invitations","clerk_list_organization_memberships","clerk_list_organizations","clerk_list_sessions","clerk_list_users","clerk_lock_user","clerk_remove_organization_member","clerk_revoke_actor_token","clerk_revoke_session","clerk_unban_user","clerk_unlock_user","clerk_update_organization","clerk_update_organization_membership","clerk_update_user","clickhouse_count_rows","clickhouse_create_database","clickhouse_create_table","clickhouse_delete","clickhouse_describe_table","clickhouse_drop_database","clickhouse_drop_partition","clickhouse_drop_table","clickhouse_execute","clickhouse_insert","clickhouse_insert_rows","clickhouse_introspect","clickhouse_kill_query","clickhouse_list_clusters","clickhouse_list_databases","clickhouse_list_mutations","clickhouse_list_partitions","clickhouse_list_running_queries","clickhouse_list_tables","clickhouse_optimize_table","clickhouse_query","clickhouse_rename_table","clickhouse_show_create_table","clickhouse_table_stats","clickhouse_truncate_table","clickhouse_update","clickup_add_tag_to_task","clickup_create_checklist","clickup_create_checklist_item","clickup_create_comment","clickup_create_folder","clickup_create_list","clickup_create_task","clickup_create_time_entry","clickup_delete_checklist","clickup_delete_checklist_item","clickup_delete_comment","clickup_delete_task","clickup_delete_time_entry","clickup_get_comments","clickup_get_custom_fields","clickup_get_folders","clickup_get_list_members","clickup_get_lists","clickup_get_running_timer","clickup_get_space_tags","clickup_get_spaces","clickup_get_task","clickup_get_task_members","clickup_get_tasks","clickup_get_time_entries","clickup_get_workspaces","clickup_remove_custom_field_value","clickup_remove_tag_from_task","clickup_search_tasks","clickup_set_custom_field_value","clickup_start_timer","clickup_stop_timer","clickup_update_checklist","clickup_update_checklist_item","clickup_update_comment","clickup_update_task","clickup_update_time_entry","clickup_upload_attachment","cloudflare_create_dns_record","cloudflare_create_zone","cloudflare_delete_dns_record","cloudflare_delete_zone","cloudflare_dns_analytics","cloudflare_get_zone","cloudflare_get_zone_settings","cloudflare_list_certificates","cloudflare_list_dns_records","cloudflare_list_zones","cloudflare_purge_cache","cloudflare_update_dns_record","cloudflare_update_zone_setting","cloudformation_cancel_update_stack","cloudformation_create_change_set","cloudformation_create_stack","cloudformation_delete_stack","cloudformation_describe_change_set","cloudformation_describe_stack_drift_detection_status","cloudformation_describe_stack_events","cloudformation_describe_stacks","cloudformation_detect_stack_drift","cloudformation_execute_change_set","cloudformation_get_template","cloudformation_get_template_summary","cloudformation_list_stack_resources","cloudformation_update_stack","cloudformation_validate_template","cloudwatch_describe_alarm_history","cloudwatch_describe_alarms","cloudwatch_describe_log_groups","cloudwatch_describe_log_streams","cloudwatch_filter_log_events","cloudwatch_get_log_events","cloudwatch_get_metric_statistics","cloudwatch_list_metrics","cloudwatch_mute_alarm","cloudwatch_put_log_group_retention","cloudwatch_put_metric_data","cloudwatch_query_logs","cloudwatch_unmute_alarm","codepipeline_disable_stage_transition","codepipeline_enable_stage_transition","codepipeline_get_pipeline","codepipeline_get_pipeline_execution","codepipeline_get_pipeline_state","codepipeline_list_action_executions","codepipeline_list_pipeline_executions","codepipeline_list_pipelines","codepipeline_put_approval_result","codepipeline_retry_stage_execution","codepipeline_start_execution","codepipeline_stop_execution","confluence_add_label","confluence_create_blogpost","confluence_create_comment","confluence_create_page","confluence_create_page_property","confluence_create_space","confluence_create_space_property","confluence_delete_attachment","confluence_delete_blogpost","confluence_delete_comment","confluence_delete_label","confluence_delete_page","confluence_delete_page_property","confluence_delete_space","confluence_delete_space_property","confluence_get_blogpost","confluence_get_page_ancestors","confluence_get_page_children","confluence_get_page_descendants","confluence_get_page_version","confluence_get_pages_by_label","confluence_get_space","confluence_get_task","confluence_get_user","confluence_list_attachments","confluence_list_blogposts","confluence_list_bl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vents","downdetector_get_company_incidents","downdetector_get_company_indicators","downdetector_get_company_last_15","downdetector_get_company_status","downdetector_get_provider","downdetector_get_reports","downdetector_get_site_companies","downdetector_list_categories","downdetector_list_incidents","downdetector_list_sites","downdetector_search_companies","dropbox_copy","dropbox_create_folder","dropbox_create_shared_link","dropbox_delete","dropbox_download","dropbox_get_metadata","dropbox_list_folder","dropbox_list_revisions","dropbox_list_shared_links","dropbox_move","dropbox_restore","dropbox_search","dropbox_upload","dropcontact_enrich_contact","dspy_chain_of_thought","dspy_predict","dspy_react","dub_bulk_create_links","dub_bulk_delete_links","dub_bulk_update_links","dub_create_link","dub_create_tag","dub_delete_link","dub_get_analytics","dub_get_events","dub_get_link","dub_get_links_count","dub_get_qr_code","dub_list_domains","dub_list_folders","dub_list_links","dub_list_tags","dub_update_link","dub_upsert_link","duckduckgo_search","dynamodb_delete","dynamodb_get","dynamodb_introspect","dynamodb_put","dynamodb_query","dynamodb_scan","dynamodb_update","dynatrace_add_problem_comment","dynatrace_add_tags","dynatrace_close_problem","dynatrace_create_settings_object","dynatrace_create_slo","dynatrace_delete_problem_comment","dynatrace_delete_settings_object","dynatrace_delete_slo","dynatrace_delete_tag","dynatrace_execute_synthetic_monitors","dynatrace_get_attack","dynatrace_get_audit_logs","dynatrace_get_entity","dynatrace_get_event","dynatrace_get_metric","dynatrace_get_problem","dynatrace_get_problem_comment","dynatrace_get_security_problem","dynatrace_get_settings_object","dynatrace_get_slo","dynatrace_get_synthetic_batch","dynatrace_ingest_event","dynatrace_ingest_logs","dynatrace_ingest_metrics","dynatrace_list_attacks","dynatrace_list_entities","dynatrace_list_entity_types","dynatrace_list_events","dynatrace_list_metrics","dynatrace_list_problem_comments","dynatrace_list_problems","dynatrace_list_remediation_items","dynatrace_list_security_problems","dynatrace_list_settings_objects","dynatrace_list_settings_schemas","dynatrace_list_slos","dynatrace_list_synthetic_monitors","dynatrace_list_tags","dynatrace_mute_security_problem","dynatrace_mute_security_problems","dynatrace_query_metrics","dynatrace_search_logs","dynatrace_unmute_security_problem","dynatrace_unmute_security_problems","dynatrace_update_problem_comment","dynatrace_update_settings_object","dynatrace_update_slo","elasticsearch_bulk","elasticsearch_cluster_health","elasticsearch_cluster_stats","elasticsearch_count","elasticsearch_create_index","elasticsearch_delete_document","elasticsearch_delete_index","elasticsearch_get_document","elasticsearch_get_index","elasticsearch_index_document","elasticsearch_list_indices","elasticsearch_search","elasticsearch_update_document","elevenlabs_audio_isolation","elevenlabs_edit_voice_settings","elevenlabs_get_user","elevenlabs_get_voice","elevenlabs_get_voice_settings","elevenlabs_list_models","elevenlabs_list_voices","elevenlabs_sound_effects","elevenlabs_speech_to_speech","elevenlabs_tts","emailbison_attach_leads_to_campaign","emailbison_attach_tags_to_leads","emailbison_create_campaign","emailbison_create_lead","emailbison_create_tag","emailbison_get_lead","emailbison_list_campaigns","emailbison_list_leads","emailbison_list_replies","emailbison_list_tags","emailbison_update_campaign","emailbison_update_campaign_status","emailbison_update_lead","embeddings_cohere","embeddings_gemini","embeddings_mistral","embeddings_openai","embeddings_openrouter","enrich_check_credits","enrich_company_funding","enrich_company_lookup","enrich_company_revenue","enrich_disposable_email_check","enrich_email_to_ip","enrich_email_to_person_lite","enrich_email_to_phone","enrich_email_to_profile","enrich_find_email","enrich_get_post_details","enrich_ip_to_company","enrich_linkedin_profile","enrich_linkedin_to_personal_email","enrich_linkedin_to_work_email","enrich_phone_finder","enrich_reverse_hash_lookup","enrich_sales_pointer_people","enrich_search_company","enrich_search_company_activities","enrich_search_company_employees","enrich_search_jobs","enrich_search_logo","enrich_search_people","enrich_search_people_activities","enrich_search_post_comments","enrich_search_post_comments_by_url","enrich_search_post_reactions","enrich_search_post_reactions_by_url","enrich_search_posts","enrich_search_similar_companies","enrich_verify_email","enrichment_run","enrow_find_email","enrow_verify_email","evernote_copy_note","evernote_create_note","evernote_create_notebook","evernote_create_tag","evernote_delete_note","evernote_get_note","evernote_get_notebook","evernote_list_notebooks","evernote_list_tags","evernote_search_notes","evernote_update_note","exa_agent","exa_answer","exa_find_similar_links","exa_get_contents","exa_search","extend_parser","extend_parser_v2","fathom_get_summary","fathom_get_transcript","fathom_list_meeting_types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rive_get_cpd_category","thrive_get_cpd_entry","thrive_get_cpd_requirement","thrive_get_enrolment","thrive_get_skill_levels","thrive_get_tag","thrive_get_user_by_id","thrive_get_user_by_ref","thrive_list_assignments","thrive_list_audience_managers","thrive_list_audience_members","thrive_list_audiences","thrive_list_completions","thrive_list_enrolments","thrive_list_tags","thrive_query_activities","thrive_query_content","thrive_query_cpd_categories","thrive_query_cpd_entries","thrive_query_cpd_requirements","thrive_query_cpd_user_summaries","thrive_remove_audience_manager","thrive_remove_audience_member","thrive_remove_user_tags","thrive_replace_audience_managers","thrive_replace_audience_members","thrive_search_users","thrive_suspend_user","thrive_update_assignment","thrive_update_audience","thrive_update_user","thrive_update_user_skills","tiktok_get_post_status","tiktok_get_user","tiktok_list_videos","tiktok_query_videos","tiktok_upload_video_draft","tinybird_append_datasource","tinybird_delete_datasource_rows","tinybird_events","tinybird_get_job","tinybird_query","tinybird_query_pipe","tinybird_truncate_datasource","trello_add_checklist","trello_add_checklist_item","trello_add_comment","trello_add_label","trello_add_member","trello_create_board","trello_create_card","trello_create_list","trello_delete_card","trello_get_actions","trello_get_board","trello_get_card","trello_list_cards","trello_list_lists","trello_list_members","trello_remove_label","trello_remove_member","trello_search","trello_update_card","trello_update_checklist_item","trello_update_list","trigger_dev_activate_schedule","trigger_dev_add_run_tags","trigger_dev_batch_trigger_task","trigger_dev_cancel_run","trigger_dev_complete_waitpoint_token","trigger_dev_create_env_var","trigger_dev_create_schedule","trigger_dev_create_waitpoint_token","trigger_dev_deactivate_schedule","trigger_dev_delete_env_var","trigger_dev_delete_schedule","trigger_dev_execute_query","trigger_dev_get_batch","trigger_dev_get_batch_results","trigger_dev_get_deployment","trigger_dev_get_env_var","trigger_dev_get_latest_deployment","trigger_dev_get_query_schema","trigger_dev_get_queue","trigger_dev_get_run","trigger_dev_get_run_events","trigger_dev_get_run_result","trigger_dev_get_run_trace","trigger_dev_get_schedule","trigger_dev_get_waitpoint_token","trigger_dev_import_env_vars","trigger_dev_list_deployments","trigger_dev_list_env_vars","trigger_dev_list_queues","trigger_dev_list_runs","trigger_dev_list_schedules","trigger_dev_list_timezones","trigger_dev_list_waitpoint_tokens","trigger_dev_override_queue_concurrency","trigger_dev_pause_queue","trigger_dev_promote_deployment","trigger_dev_replay_run","trigger_dev_reschedule_run","trigger_dev_reset_queue_concurrency","trigger_dev_resume_queue","trigger_dev_trigger_task","trigger_dev_update_env_var","trigger_dev_update_run_metadata","trigger_dev_update_schedule","tts_azure","tts_cartesia","tts_deepgram","tts_elevenlabs","tts_google","tts_openai","tts_playht","twilio_send_sms","twilio_voice_get_recording","twilio_voice_list_calls","twilio_voice_make_call","typeform_create_form","typeform_delete_form","typeform_files","typeform_get_form","typeform_insights","typeform_list_forms","typeform_responses","typeform_update_form","upstash_redis_command","upstash_redis_delete","upstash_redis_exists","upstash_redis_expire","upstash_redis_get","upstash_redis_hget","upstash_redis_hgetall","upstash_redis_hset","upstash_redis_incr","upstash_redis_incrby","upstash_redis_keys","upstash_redis_lpush","upstash_redis_lrange","upstash_redis_set","upstash_redis_setnx","upstash_redis_ttl","uptimerobot_create_alert_contact","uptimerobot_create_maintenance_window","uptimerobot_create_monitor","uptimerobot_create_psp","uptimerobot_delete_alert_contact","uptimerobot_delete_maintenance_window","uptimerobot_delete_monitor","uptimerobot_delete_psp","uptimerobot_get_account","uptimerobot_get_alert_contact","uptimerobot_get_incident","uptimerobot_get_maintenance_window","uptimerobot_get_monitor","uptimerobot_get_psp","uptimerobot_list_alert_contacts","uptimerobot_list_incidents","uptimerobot_list_maintenance_windows","uptimerobot_list_monitors","uptimerobot_list_psps","uptimerobot_pause_monitor","uptimerobot_start_monitor","uptimerobot_update_maintenance_window","uptimerobot_update_monitor","uptimerobot_update_psp","vanta_download_document_file","vanta_get_control","vanta_get_document","vanta_get_framework","vanta_get_person","vanta_get_policy","vanta_get_risk_scenario","vanta_get_test","vanta_get_vendor","vanta_get_vulnerable_asset","vanta_list_control_documents","vanta_list_control_tests","vanta_list_controls","vanta_list_document_uploads","vanta_list_documents","vanta_list_framework_controls","vanta_list_frameworks","vanta_list_monitored_computers","vanta_list_people","vanta_list_policies","vanta_list_risk_scenarios","vanta_list_test_entities","vanta_list_tests","vanta_list_vendors","vanta_list_vulnerabilities","vanta_list_vulnerability_remediations","vanta_list_vulnerable_assets","vanta_submit_document","vanta_upload_document_file","vercel_add_domain","vercel_add_project_domain","vercel_cancel_deployment","vercel_create_alias","vercel_create_check","vercel_create_deployment","vercel_create_dns_record","vercel_create_edge_config","vercel_create_env_var","vercel_create_project","vercel_create_webhook","vercel_delete_alias","vercel_delete_deployment","vercel_delete_dns_record","vercel_delete_domain","vercel_delete_edge_config","vercel_delete_env_var","vercel_delete_project","vercel_delete_webhook","vercel_get_alias","vercel_get_check","vercel_get_deployment","vercel_get_deployment_events","vercel_get_domain","vercel_get_domain_config","vercel_get_edge_config","vercel_get_edge_config_items","vercel_get_env_vars","vercel_get_project","vercel_get_team","vercel_get_user","vercel_get_webhook","vercel_list_aliases","vercel_list_checks","vercel_list_deployment_files","vercel_list_deployments","vercel_list_dns_records","vercel_list_domains","vercel_list_edge_configs","vercel_list_project_domains","vercel_list_projects","vercel_list_team_members","vercel_list_teams","vercel_list_webhooks","vercel_pause_project","vercel_promote_deployment","vercel_remove_project_domain","vercel_rerequest_check","vercel_unpause_project","vercel_update_check","vercel_update_dns_record","vercel_update_edge_config_items","vercel_update_env_var","vercel_update_project","vercel_update_project_domain","vercel_verify_project_domain","video_falai","video_luma","video_minimax","video_runway","video_veo","vision_tool","vision_tool_v2","wealthbox_read_contact","wealthbox_read_note","wealthbox_read_task","wealthbox_write_contact","wealthbox_write_note","wealthbox_write_task","webflow_create_item","webflow_delete_item","webflow_get_item","webflow_list_items","webflow_update_item","webhook_request","whatsapp_get_media","whatsapp_mark_read","whatsapp_send_interactive","whatsapp_send_media","whatsapp_send_message","whatsapp_send_reaction","whatsapp_send_template","whatsapp_upload_media","wikipedia_content","wikipedia_random","wikipedia_search","wikipedia_summary","wiza_company_enrichment","wiza_get_credits","wiza_individual_reveal","wiza_prospect_search","wordpress_create_category","wordpress_create_comment","wordpress_create_page","wordpress_create_post","wordpress_create_tag","wordpress_delete_category","wordpress_delete_comment","wordpress_delete_media","wordpress_delete_page","wordpress_delete_post","wordpress_delete_tag","wordpress_get_category","wordpress_get_current_user","wordpress_get_media","wordpress_get_page","wordpress_get_post","wordpress_get_tag","wordpress_get_user","wordpress_list_categories","wordpress_list_comments","wordpress_list_media","wordpress_list_pages","wordpress_list_posts","wordpress_list_tags","wordpress_list_users","wordpress_search_content","wordpress_update_category","wordpress_update_comment","wordpress_update_page","wordpress_update_post","wordpress_update_tag","wordpress_upload_media","workday_assign_onboarding","workday_change_job","workday_create_prehire","workday_get_compensation","workday_get_organizations","workday_get_worker","workday_hire_employee","workday_list_workers","workday_terminate_worker","workday_update_worker","workflow_executor","x_create_bookmark","x_create_tweet","x_delete_bookmark","x_delete_tweet","x_get_blocking","x_get_bookmarks","x_get_followers","x_get_following","x_get_liked_tweets","x_get_liking_users","x_get_me","x_get_personalized_trends","x_get_quote_tweets","x_get_retweeted_by","x_get_trends_by_woeid","x_get_tweets_by_ids","x_get_usage","x_get_user_mentions","x_get_user_timeline","x_get_user_tweets","x_hide_reply","x_manage_block","x_manage_follow","x_manage_like","x_manage_mute","x_manage_retweet","x_read","x_search","x_search_tweets","x_search_users","x_user","x_write","youtube_channel_info","youtube_channel_playlists","youtube_channel_videos","youtube_comments","youtube_playlist_items","youtube_search","youtube_trending","youtube_video_categories","youtube_video_details","zendesk_autocomplete_organizations","zendesk_create_organization","zendesk_create_organizations_bulk","zendesk_create_ticket","zendesk_create_tickets_bulk","zendesk_create_user","zendesk_create_users_bulk","zendesk_delete_organization","zendesk_delete_ticket","zendesk_delete_user","zendesk_get_current_user","zendesk_get_organization","zendesk_get_organizations","zendesk_get_ticket","zendesk_get_tickets","zendesk_get_user","zendesk_get_users","zendesk_merge_tickets","zendesk_search","zendesk_search_count","zendesk_search_users","zendesk_update_organization","zendesk_update_ticket","zendesk_update_tickets_bulk","zendesk_update_user","zendesk_update_users_bulk","zep_add_messages","zep_add_user","zep_create_thread","zep_delete_thread","zep_get_context","zep_get_messages","zep_get_threads","zep_get_user","zep_get_user_threads","zerobounce_get_credits","zerobounce_verify_email","zoho_desk_add_comment","zoho_desk_get_attachment","zoho_desk_get_contact","zoho_desk_get_thread","zoho_desk_get_ticket","zoho_desk_list_comments","zoho_desk_list_organizations","zoho_desk_list_threads","zoho_desk_list_tickets","zoho_desk_update_ticket","zoom_create_meeting","zoom_delete_meeting","zoom_delete_recording","zoom_get_meeting","zoom_get_meeting_invitation","zoom_get_meeting_recordings","zoom_list_meetings","zoom_list_past_participants","zoom_list_recordings","zoom_update_meeting","zoominfo_enrich_companies","zoominfo_enrich_contacts","zoominfo_search_companies","zoominfo_search_contacts","zoominfo_search_intent","zoominfo_search_news"]' ) export default toolIds diff --git a/apps/sim/tools/generated/tool-metadata.ts b/apps/sim/tools/generated/tool-metadata.ts index d49a0109f59..51aacd54f36 100644 --- a/apps/sim/tools/generated/tool-metadata.ts +++ b/apps/sim/tools/generated/tool-metadata.ts @@ -3,7 +3,7 @@ /** Serializable metadata for every built-in tool, keyed by tool id. */ const toolMetadata: Record = JSON.parse( - '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to continue"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"agentmail_create_draft":{"id":"agentmail_create_draft","name":"Create Draft","description":"Create a new email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to create the draft in"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient email addresses (comma-separated)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Draft subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text draft body"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML draft body"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email addresses 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Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. 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Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to retrieve (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_bases":{"id":"airtable_list_bases","name":"Airtable List Bases","description":"List all bases the authenticated user has access to","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for retrieving additional bases"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = \'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to update, each with an `id` and a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_record":{"id":"airtable_update_record","name":"Airtable Update Record","description":"Update an existing record in an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to update (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"An object containing the field names and their new values"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_upsert_records":{"id":"airtable_upsert_records","name":"Airtable Upsert Records","description":"Update existing records or create new ones in an Airtable table, matching on the specified merge fields","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to upsert, each with a `fields` object"},"fieldsToMergeOn":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of field names used to match existing records (max 3). A record is updated when all merge fields match, otherwise it is created. Example: [\\"Name\\"]"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airweave_search":{"id":"airweave_search","name":"Airweave Search","description":"Search your synced data collections using Airweave. Supports semantic search with hybrid, neural, or keyword retrieval strategies. Optionally generate AI-powered answers from search results.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Airweave API Key for authentication"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The readable ID of the collection to search"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query text"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results to return (default: 100)"},"retrievalStrategy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Retrieval strategy: hybrid (default), neural, or keyword"},"expandQuery":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate query variations to improve recall"},"rerank":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reorder results for improved relevance using LLM"},"generateAnswer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate a natural-language answer to the query"}}},"algolia_add_record":{"id":"algolia_add_record","name":"Algolia Add Record","description":"Add or replace a record in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"objectID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID for the record (auto-generated if not provided)"},"record":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object representing the record to add"}}},"algolia_batch_operations":{"id":"algolia_batch_operations","name":"Algolia Batch Operations","description":"Perform batch add, update, partial update, or delete operations on records in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"requests":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of batch operations. Each item has \\"action\\" (addObject, updateObject, partialUpdateObject, partialUpdateObjectNoCreate, deleteObject, delete, clear) and \\"body\\" (the record data; must include objectID for update/delete; use an empty object {} for the index-level delete/clear actions)"}}},"algolia_browse_records":{"id":"algolia_browse_records","name":"Algolia Browse Records","description":"Browse and iterate over all records in an Algolia index using cursor pagination","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia API Key (must have browse ACL)"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index to browse"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter browsed records"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter string to narrow down results"},"attributesToRetrieve":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to retrieve"},"hitsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of hits per page (default: 1000, max: 1000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous browse response for pagination"},"aroundLatLng":{"type":"string","required":false,"visibility":"user-or-llm","description":"Coordinates for geo-search (e.g., \\"40.71,-74.01\\")"},"aroundRadius":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum radius in meters for geo-search, or \\"all\\" for unlimited"},"insideBoundingBox":{"type":"json","required":false,"visibility":"user-or-llm","description":"Bounding box coordinates as [[lat1, lng1, lat2, lng2]] for geo-search"},"insidePolygon":{"type":"json","required":false,"visibility":"user-or-llm","description":"Polygon coordinates as [[lat1, lng1, lat2, lng2, lat3, lng3, ...]] for geo-search"}}},"algolia_clear_records":{"id":"algolia_clear_records","name":"Algolia Clear Records","description":"Clear all records from an Algolia index while keeping settings, synonyms, and rules","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key (must have deleteIndex ACL)"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index to clear"}}},"algolia_copy_move_index":{"id":"algolia_copy_move_index","name":"Algolia Copy/Move Index","description":"Copy or move an Algolia index to a new destination","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the source index"},"operation":{"type":"string","required":true,"visibility":"user-or-llm","description":"Operation to perform: \\"copy\\" or \\"move\\""},"destination":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the destination index"},"scope":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of scopes to copy (only for \\"copy\\" operation): [\\"settings\\", \\"synonyms\\", \\"rules\\"]. 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Use operations like $set, $setOnce, $add, $append, $unset."},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_list_events":{"id":"amplitude_list_events","name":"Amplitude List Events","description":"List all event types in the Amplitude project with their weekly totals and unique counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_realtime_active_users":{"id":"amplitude_realtime_active_users","name":"Amplitude Real-time Active Users","description":"Get real-time active user counts at 5-minute granularity for the last 2 days.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_retention":{"id":"amplitude_retention","name":"Amplitude Retention","description":"Measure how many users return to perform an action after a starting action.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"startEvent":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON starting event object, e.g. {\\"event_type\\":\\"_new\\"} or {\\"event_type\\":\\"_active\\"}"},"returnEvent":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON returning event object, e.g. {\\"event_type\\":\\"_all\\"} or {\\"event_type\\":\\"_active\\"}"},"start":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYYMMDD format"},"end":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYYMMDD format"},"retentionMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Retention type: \\"bracket\\", \\"rolling\\", or \\"n-day\\" (default: n-day)"},"retentionBrackets":{"type":"string","required":false,"visibility":"user-or-llm","description":"Required when Retention Mode is \\"bracket\\". 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Not available for EU data-residency projects.","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External user ID (required if no device_id)"},"deviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Device ID (required if no user_id)"},"getAmpProps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include Amplitude user properties (true/false, default: false)"},"getCohortIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include cohort IDs the user belongs to (true/false, default: false)"},"getComputations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include computed user properties (true/false, default: false)"}}},"amplitude_user_search":{"id":"amplitude_user_search","name":"Amplitude User Search","description":"Search for a user by User ID, Device ID, or Amplitude ID using the Dashboard REST API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID, Device ID, or Amplitude ID to search for"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"apify_get_dataset_items":{"id":"apify_get_dataset_items","name":"APIFY Get Dataset Items","description":"Retrieve items stored in an APIFY dataset","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset ID to read items from. 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Example: \\"HG7ML7M8z78YcAPEB\\""}}},"apify_run_actor_async":{"id":"apify_run_actor_async","name":"APIFY Run Actor (Async)","description":"Run an APIFY actor asynchronously with polling for long-running tasks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"waitForFinish":{"type":"number","required":false,"visibility":"user-or-llm","description":"Initial wait time in seconds (0-60) before polling starts. Example: 30"},"itemLimit":{"type":"number","required":false,"default":100,"visibility":"user-or-llm","description":"Max dataset items to fetch (1-250000). Default: 100. Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_actor_sync":{"id":"apify_run_actor_sync","name":"APIFY Run Actor (Sync)","description":"Run an APIFY actor synchronously and get results (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_task":{"id":"apify_run_task","name":"APIFY Run Task","description":"Run a saved APIFY actor task synchronously and get dataset items (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task ID or username/task-name. Examples: \\"janedoe/my-task\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string that overrides the task\'s saved input. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}]}"},"itemLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max dataset items to return (1-250000). Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the run (128-32768). Example: 1024 for 1GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the run. Example: 300 for 5 minutes"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\""}}},"apollo_account_bulk_create":{"id":"apollo_account_bulk_create","name":"Apollo Bulk Create Accounts","description":"Create up to 100 accounts at once in your Apollo database. Set run_dedupe=true to deduplicate by domain, organization_id, and name. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"accounts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of accounts to create (max 100). 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Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"account_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of account IDs to update with the same values (max 1000). Use with name/owner_id for uniform updates. Use either this OR account_attributes."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this name to all accounts"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this owner to all accounts"},"account_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this account stage to all accounts"},"account_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of account objects with individual updates (each must include id). Example: [{\\"id\\": \\"acc1\\", \\"name\\": \\"Acme\\", \\"owner_id\\": \\"u1\\", \\"account_stage_id\\": \\"s1\\", \\"typed_custom_fields\\": {\\"field_id\\": \\"value\\"}}]"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, processes the update asynchronously. Only supported when using account_ids; returns 422 if used with account_attributes."}}},"apollo_account_create":{"id":"apollo_account_create","name":"Apollo Create Account","description":"Create a new account (company) in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain without www. prefix (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number for the account"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_account_search":{"id":"apollo_account_search","name":"Apollo Search Accounts","description":"Search your team\'s accounts in Apollo. Display limit: 50,000 records (100 records per page, 500 pages max). Use filters to narrow results. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"q_organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter accounts by organization name (partial-match search)"},"account_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account stage IDs"},"account_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account label IDs"},"sort_by_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: \\"account_last_activity_date\\", \\"account_created_at\\", or \\"account_updated_at\\""},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sort ascending when true. Defaults to descending."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_account_update":{"id":"apollo_account_update","name":"Apollo Update Account","description":"Update an existing account in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"account_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the account to update (e.g., \\"acc_abc123\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company phone number"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_contact_bulk_create":{"id":"apollo_contact_bulk_create","name":"Apollo Bulk Create Contacts","description":"Create up to 100 contacts at once in your Apollo database. Supports deduplication to prevent creating duplicate contacts. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contacts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of contacts to create (max 100). Each contact may include first_name, last_name, email, title, organization_name, account_id, owner_id, contact_stage_id, linkedin_url, phone (single string) or phone_numbers (array of {raw_number, position}), contact_emails, typed_custom_fields, and CRM IDs (salesforce_contact_id, hubspot_id, team_id) for cross-system matching"},"append_label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Label names to add to all contacts in this request (e.g., [\\"Hot Lead\\"])"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable deduplication to prevent creating duplicate contacts. When true, existing contacts are returned without modification"}}},"apollo_contact_bulk_update":{"id":"apollo_contact_bulk_update","name":"Apollo Bulk Update Contacts","description":"Update up to 100 existing contacts at once in your Apollo database. Each contact must include an id field. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contact_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of contact IDs to update. Must be paired with an object-form contact_attributes specifying the fields to apply uniformly to all listed contacts."},"contact_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Required. Either an array of per-contact updates (each with id) — used standalone — or a single object of attributes to apply to all contact_ids. Supported fields: owner_id, email, organization_name, title, first_name, last_name, account_id, present_raw_address, linkedin_url, typed_custom_fields"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"Force asynchronous processing. Automatically enabled for >100 contacts"}}},"apollo_contact_create":{"id":"apollo_contact_create","name":"Apollo Create Contact","description":"Create a new contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID to associate with (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for POST /contacts)"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the contact to (e.g., [\\"Prospects\\"])"},"contact_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo ID for the contact stage"},"present_raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal location for the contact (e.g., \\"Atlanta, United States\\")"},"direct_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number"},"corporate_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Work/office phone number"},"mobile_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"home_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Home phone number"},"other_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative phone number"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom field values keyed by custom field ID"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, Apollo deduplicates against existing contacts"}}},"apollo_contact_search":{"id":"apollo_contact_search","name":"Apollo Search Contacts","description":"Search your team\'s contacts in Apollo","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"q_keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords to search for"},"contact_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by contact stage IDs"},"contact_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by Apollo label IDs (lists)"},"sort_by_field":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: contact_last_activity_date, contact_email_last_opened_at, contact_email_last_clicked_at, contact_created_at, or contact_updated_at"},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, sort ascending. Must be used together with sort_by_field"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_contact_update":{"id":"apollo_contact_update","name":"Apollo Update Contact","description":"Update an existing contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"contact_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the contact to update (e.g., \\"con_abc123\\")"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for PATCH /contacts/{id})"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the 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If not provided, will get multiple tasks."},"workspace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asana workspace GID (numeric string) to filter tasks (required when not using taskGid)"},"project":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asana project GID (numeric string) to filter tasks"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tasks to return (default: 50)"}},"oauth":{"required":true,"provider":"asana"}},"asana_list_sections":{"id":"asana_list_sections","name":"Asana List Sections","description":"List all sections in an Asana project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Asana"},"projectGid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GID of the Asana project (numeric string) to list sections from"}},"oauth":{"required":true,"provider":"asana"}},"asana_list_workspaces":{"id":"asana_list_workspaces","name":"Asana List Workspaces","description":"List all Asana workspaces and organizations the authenticated user belongs to","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Asana"}},"oauth":{"required":true,"provider":"asana"}},"asana_search_tasks":{"id":"asana_search_tasks","name":"Asana Search Tasks","description":"Search for tasks in an Asana workspace","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Asana"},"workspace":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asana workspace GID (numeric string) to search tasks in"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for in task names"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter tasks by assignee user GID"},"projects":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of Asana project GIDs (numeric strings) to filter tasks by"},"completed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by completion status"}},"oauth":{"required":true,"provider":"asana"}},"asana_update_task":{"id":"asana_update_task","name":"Asana Update Task","description":"Update an existing task in Asana","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Asana"},"taskGid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asana task GID (numeric string) of the task to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the task"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated notes or description for the task"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated assignee user GID"},"completed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark task as completed or not completed"},"due_on":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated due date in YYYY-MM-DD format"}},"oauth":{"required":true,"provider":"asana"}},"ashby_add_candidate_tag":{"id":"ashby_add_candidate_tag","name":"Ashby Add Candidate Tag","description":"Adds a tag to a candidate in Ashby and returns the updated candidate.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to add the tag to"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the tag to add"}}},"ashby_change_application_stage":{"id":"ashby_change_application_stage","name":"Ashby Change Application Stage","description":"Moves an application to a different interview stage. Requires an archive reason when moving to an Archived stage.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"applicationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the application to update the stage of"},"interviewStageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the interview stage to move the application to"},"archiveReasonId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Archive reason UUID. Required when moving to an Archived stage, ignored otherwise"}}},"ashby_create_application":{"id":"ashby_create_application","name":"Ashby Create Application","description":"Creates a new application for a candidate on a job. Optionally specify interview plan, stage, source, and credited user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to consider for the job"},"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the job to consider the candidate for"},"interviewPlanId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the interview plan to use (defaults to the job default plan)"},"interviewStageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the interview stage to place the application in (defaults to first Lead stage)"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to set on the application"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the user the application is credited to"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to set as the application creation date (defaults to now)"}}},"ashby_create_candidate":{"id":"ashby_create_candidate","name":"Ashby Create Candidate","description":"Creates a new candidate record in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The candidate full name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary email address for the candidate"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number for the candidate"},"linkedInUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"githubUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub profile URL"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal website URL"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to attribute the candidate to"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the Ashby user to credit with sourcing this candidate"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."},"alternateEmailAddresses":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of additional email address strings to add to the candidate, e.g. [\\"a@x.com\\",\\"b@y.com\\"]"}}},"ashby_create_note":{"id":"ashby_create_note","name":"Ashby Create Note","description":"Creates a note on a candidate in Ashby. Supports plain text and HTML content (bold, italic, underline, links, lists, code).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to add the note to"},"note":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note content. If noteType is text/html, supports: , , , ,