improvement(media-gen): retire vision block, add hosted key for fal ai for image/video gen, search visibility in cmd-k (#4684)

* improvement(media-gen): retire vision block, add hosted key for fal ai for image/video gen

* address comments

Author: icecrasher321

apps/docs/content/docs/en/tools/azure_devops.mdx

@@ -280,7 +280,7 @@ Get the execution timeline for an Azure DevOps build — every stage, job, and t
 |     ↳ `warningCount` | number | Number of warnings |
 |     ↳ `startTime` | string | ISO 8601 start timestamp |
 |     ↳ `finishTime` | string | ISO 8601 finish timestamp |
-|   ↳ `failedRecords` | array | Subset of records where result === "failed" — use logId to fetch logs |
+|   ↳ `failedRecords` | array | Subset of records where result is failed, partiallySucceeded, or succeededWithIssues — use logId to fetch logs |
 |     ↳ `id` | string | Record GUID |
 |     ↳ `name` | string | Step name |
 |     ↳ `type` | string | Stage \| Phase \| Job \| Task |
@@ -333,7 +333,8 @@ Execute a WIQL query to search for work items in Azure DevOps and return full fi
 | --------- | ---- | ----------- |
 | `content` | string | Human-readable summary of matching work items |
 | `metadata` | object | Work items metadata |
-|   ↳ `count` | number | Number of work items returned |
+|   ↳ `count` | number | Number of work items returned \(after hydration\) |
+|   ↳ `totalMatched` | number | Total number of work items matched by the WIQL query before hydration |
 |   ↳ `workItems` | array | Array of work item details |
 |     ↳ `id` | number | Work item ID |
 |     ↳ `title` | string | Work item title |
@@ -372,15 +373,15 @@ Fetch full details of a single work item by ID from Azure DevOps, including titl
 
 ### `azure_devops_get_work_items_batch`
 
-Fetch full details for multiple work items by ID from Azure DevOps in a single call. Pass comma-separated IDs (e.g. 
+Fetch full details for multiple work items by ID from Azure DevOps. Pass comma-separated IDs (e.g.
 
 #### Input
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `organization` | string | Yes | Azure DevOps organization name |
 | `project` | string | Yes | Azure DevOps project name |
-| `ids` | string | Yes | Comma-separated work item IDs to fetch \(e.g. "123,456,789"\). Maximum 200 IDs. |
+| `ids` | string | Yes | Comma-separated work item IDs to fetch \(e.g. "123,456,789"\). Lists longer than 200 IDs are chunked automatically. |
 
 #### Output
 
@@ -389,6 +390,7 @@ Fetch full details for multiple work items by ID from Azure DevOps in a single c
 | `content` | string | Human-readable summary of the fetched work items |
 | `metadata` | object | Work items metadata |
 |   ↳ `count` | number | Number of work items returned |
+|   ↳ `totalRequested` | number | Total number of IDs requested \(across all chunks\) |
 |   ↳ `workItems` | array | Array of work item details |
 |     ↳ `id` | number | Work item ID |
 |     ↳ `title` | string | Work item title |

apps/docs/content/docs/en/tools/meta.json

@@ -195,7 +195,6 @@
     "upstash",
     "vercel",
     "video_generator",
-    "vision",
     "wealthbox",
     "webflow",
     "whatsapp",

apps/docs/content/docs/en/tools/vision.mdx

@@ -31,7 +31,7 @@ Trigger workflow when an Azure DevOps build fails, is canceled, or partially suc
 | `branch` | string | Source branch name \(refs/heads/ prefix stripped\) |
 | `commitSha` | string | Source commit SHA |
 | `triggeredBy` | string | Display name of the person who triggered the build |
-| `triggeredByEmail` | string | Email/unique name of the person who triggered the build |
+| `triggeredByEmail` | string | Email/unique name of the person who triggered the build, or null if not set |
 | `startTime` | string | Build start time \(ISO 8601\) |
 | `finishTime` | string | Build finish time \(ISO 8601\) |
 | `buildUrl` | string | API URL for the build resource |
@@ -72,12 +72,12 @@ Trigger workflow when a work item is created in Azure DevOps
 | `workItemType` | string | Work item type for Basic process \(e.g. Issue, Task, Epic\) |
 | `title` | string | Work item title |
 | `state` | string | Work item state for Basic process \(e.g. To Do, Doing, Done\) |
-| `createdBy` | string | Display name of the creator |
-| `assignedTo` | string | Assignee display name, or empty string if unassigned |
+| `createdBy` | string | Display name of the creator, or null if not set |
+| `assignedTo` | string | Assignee display name, or null if unassigned |
 | `priority` | number | Priority \(1–4\), or 0 if not set |
 | `areaPath` | string | Area path |
 | `iterationPath` | string | Iteration path |
-| `description` | string | Work item description \(HTML\), or empty string if not set |
+| `description` | string | Work item description \(HTML\), or null if not set |
 | `projectName` | string | Azure DevOps project name |
 | `workItemUrl` | string | API URL for the work item resource |
 

apps/docs/content/docs/en/triggers/azure_devops.mdx

@@ -57,7 +57,6 @@ import {
   EvernoteIcon,
   ExaAIIcon,
   ExtendIcon,
-  EyeIcon,
   FathomIcon,
   FindymailIcon,
   FirecrawlIcon,
@@ -405,7 +404,6 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   upstash: UpstashIcon,
   vercel: VercelIcon,
   video_generator_v3: VideoIcon,
-  vision_v2: EyeIcon,
   wealthbox: WealthboxIcon,
   webflow: WebflowIcon,
   whatsapp: WhatsAppIcon,

apps/sim/app/(landing)/integrations/data/icon-mapping.ts

@@ -1938,7 +1938,7 @@
       },
       {
         "name": "Get Work Items Batch",
-        "description": "Fetch full details for multiple work items by ID from Azure DevOps in a single call. Pass comma-separated IDs (e.g. "
+        "description": "Fetch full details for multiple work items by ID from Azure DevOps. Pass comma-separated IDs (e.g. "
       },
       {
         "name": "Create Work Item",
@@ -4156,10 +4156,6 @@
         "name": "Fetch",
         "description": "Fetch and parse a file from a URL with optional custom headers."
       },
-      {
-        "name": "Get",
-        "description": "Get a workspace file object from a selected file or canonical workspace file ID."
-      },
       {
         "name": "Write",
         "description": "Create a new workspace file. If a file with the same name already exists, a numeric suffix is added (e.g., "
@@ -4169,7 +4165,7 @@
         "description": "Append content to an existing workspace file. The file must already exist. Content is added to the end of the file."
       }
     ],
-    "operationCount": 5,
+    "operationCount": 4,
     "triggers": [],
     "triggerCount": 0,
     "authType": "none",
@@ -14253,24 +14249,6 @@
     "integrationTypes": ["ai", "design"],
     "tags": ["video-generation", "llm"]
   },
-  {
-    "type": "vision_v2",
-    "slug": "vision",
-    "name": "Vision",
-    "description": "Analyze images with vision models",
-    "longDescription": "Integrate Vision into the workflow. Can analyze images with vision models.",
-    "bgColor": "#4D5FFF",
-    "iconName": "EyeIcon",
-    "docsUrl": "https://docs.sim.ai/tools/vision",
-    "operations": [],
-    "operationCount": 0,
-    "triggers": [],
-    "triggerCount": 0,
-    "authType": "api-key",
-    "category": "tools",
-    "integrationTypes": ["ai", "documents"],
-    "tags": ["llm", "document-processing", "ocr"]
-  },
   {
     "type": "wealthbox",
     "slug": "wealthbox",

apps/sim/app/(landing)/integrations/data/integrations.json

@@ -32,6 +32,7 @@ import {
 } from '@/lib/core/utils/stream-limits'
 import { getBaseUrl } from '@/lib/core/utils/urls'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { type FalAICostMetadata, getFalAICostMetadata } from '@/lib/tools/falai-pricing'
 
 const logger = createLogger('ImageProxyAPI')
 const MAX_IMAGE_BYTES = 25 * 1024 * 1024
@@ -53,6 +54,7 @@ interface GeneratedImageResult {
   revisedPrompt?: string
   seed?: number
   jobId?: string
+  falaiCost?: FalAICostMetadata
 }
 
 interface StoredImageResponse {
@@ -72,6 +74,8 @@ interface StoredImageResponse {
     jobId?: string
     contentType: string
   }
+  __falaiCostDollars?: number
+  __falaiBilling?: FalAICostMetadata
 }
 
 export const POST = withRouteHandler(async (request: NextRequest) => {
@@ -935,6 +939,13 @@ async function generateWithFalAI(
         revisedPrompt: getStringProperty(resultData, 'revised_prompt'),
         seed: getNumberProperty(resultData, 'seed'),
         jobId: falRequestId,
+        falaiCost: body.useHostedCostTracking
+          ? await getFalAICostMetadata({
+              apiKey,
+              endpointId: modelConfig.endpoint,
+              requestId: falRequestId,
+            })
+          : undefined,
       }
     }
 
@@ -992,6 +1003,8 @@ async function storeGeneratedImage(
         jobId: imageResult.jobId,
         contentType: imageResult.contentType,
       },
+      __falaiCostDollars: imageResult.falaiCost?.costDollars,
+      __falaiBilling: imageResult.falaiCost,
     }
   }
 
@@ -1024,5 +1037,7 @@ async function storeGeneratedImage(
       jobId: imageResult.jobId,
       contentType: imageResult.contentType,
     },
+    __falaiCostDollars: imageResult.falaiCost?.costDollars,
+    __falaiBilling: imageResult.falaiCost,
   }
 }

apps/sim/app/api/tools/image/route.ts

@@ -17,6 +17,7 @@ import {
   readResponseToBufferWithLimit,
 } from '@/lib/core/utils/stream-limits'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { type FalAICostMetadata, getFalAICostMetadata } from '@/lib/tools/falai-pricing'
 import { downloadFileFromStorage } from '@/lib/uploads/utils/file-utils.server'
 import { assertToolFileAccess } from '@/app/api/files/authorization'
 import type { UserFile } from '@/executor/types'
@@ -138,6 +139,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     let height: number | undefined
     let jobId: string | undefined
     let actualDuration: number | undefined
+    let falaiCost: FalAICostMetadata | undefined
 
     if (body.visualReference) {
       const denied = await assertToolFileAccess(
@@ -236,6 +238,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
           resolution,
           body.promptOptimizer,
           body.generateAudio,
+          body.useHostedCostTracking === true,
           requestId,
           logger
         )
@@ -244,6 +247,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
         height = result.height
         jobId = result.jobId
         actualDuration = result.duration
+        falaiCost = result.falaiCost
       } else {
         return NextResponse.json({ error: `Unknown provider: ${provider}` }, { status: 400 })
       }
@@ -301,6 +305,8 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
         provider,
         model: model || 'default',
         jobId,
+        __falaiCostDollars: falaiCost?.costDollars,
+        __falaiBilling: falaiCost,
       })
     }
 
@@ -333,6 +339,8 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       provider,
       model: model || 'default',
       jobId,
+      __falaiCostDollars: falaiCost?.costDollars,
+      __falaiBilling: falaiCost,
     })
   } catch (error) {
     logger.error(`[${requestId}] Video proxy error:`, error)
@@ -1167,9 +1175,17 @@ async function generateWithFalAI(
   resolution: string | undefined,
   promptOptimizer: boolean | undefined,
   generateAudio: boolean | undefined,
+  useHostedCostTracking: boolean,
   requestId: string,
   logger: ReturnType<typeof createLogger>
-): Promise<{ buffer: Buffer; width: number; height: number; jobId: string; duration: number }> {
+): Promise<{
+  buffer: Buffer
+  width: number
+  height: number
+  jobId: string
+  duration: number
+  falaiCost?: FalAICostMetadata
+}> {
   logger.info(`[${requestId}] Starting Fal.ai generation with model: ${model}`)
 
   const modelConfig = FALAI_MODEL_CONFIGS[model]
@@ -1312,6 +1328,13 @@ async function generateWithFalAI(
         height,
         jobId: requestIdFal,
         duration: getNumberProperty(videoOutput, 'duration') || duration || 5,
+        falaiCost: useHostedCostTracking
+          ? await getFalAICostMetadata({
+              apiKey,
+              endpointId: modelConfig.endpoint,
+              requestId: requestIdFal,
+            })
+          : undefined,
       }
     }
 

apps/sim/app/api/tools/video/route.ts

@@ -23,6 +23,7 @@ import {
   FireworksIcon,
   GeminiIcon,
   GoogleIcon,
+  ImageIcon,
   JinaAIIcon,
   LinkupIcon,
   MistralIcon,
@@ -85,6 +86,13 @@ const PROVIDERS: {
     description: 'LLM calls',
     placeholder: 'Enter your Fireworks API key',
   },
+  {
+    id: 'falai',
+    name: 'Fal.ai',
+    icon: ImageIcon,
+    description: 'Image and video generation',
+    placeholder: 'Enter your Fal.ai API key',
+  },
   {
     id: 'firecrawl',
     name: 'Firecrawl',