From 1e8c181f8e2e9324d0576ecc5fb1f504f0a5ad36 Mon Sep 17 00:00:00 2001
From: Ruben Fiszel <ruben@windmill.dev>
Date: Thu, 17 Jul 2025 23:29:22 +0000
Subject: [PATCH 01/16] try catch assets json parse

---
 frontend/src/lib/infer.ts | 27 ++++++++++++++++-----------
 1 file changed, 16 insertions(+), 11 deletions(-)

diff --git a/frontend/src/lib/infer.ts b/frontend/src/lib/infer.ts
index 68bbc848fc..3ddb61f037 100644
--- a/frontend/src/lib/infer.ts
+++ b/frontend/src/lib/infer.ts
@@ -84,17 +84,22 @@ export async function inferAssets(
 	language: SupportedLanguage | undefined,
 	code: string
 ): Promise<AssetWithAccessType[]> {
-	if (language === 'duckdb') {
-		await initWasmRegex()
-		return JSON.parse(parse_assets_sql(code))
-	}
-	if (language === 'deno' || language === 'nativets' || language === 'bun') {
-		await initWasmTs()
-		return JSON.parse(parse_assets_ts(code))
-	}
-	if (language === 'python3') {
-		await initWasmPython()
-		return JSON.parse(parse_assets_py(code))
+	try {
+		if (language === 'duckdb') {
+			await initWasmRegex()
+			return JSON.parse(parse_assets_sql(code))
+		}
+		if (language === 'deno' || language === 'nativets' || language === 'bun') {
+			await initWasmTs()
+			return JSON.parse(parse_assets_ts(code))
+		}
+		if (language === 'python3') {
+			await initWasmPython()
+			return JSON.parse(parse_assets_py(code))
+		}
+	} catch (e) {
+		console.error('error parsing assets', e)
+		return []
 	}
 	return []
 }

From 2a739cb04b87dd5ab4b47b98790d9e25e0004bc0 Mon Sep 17 00:00:00 2001
From: Ruben Fiszel <ruben@windmill.dev>
Date: Fri, 18 Jul 2025 08:43:27 +0000
Subject: [PATCH 02/16] only display loader of custom component if custom
 component is rendered

---
 .../apps/components/display/AppCustomComponent.svelte           | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/frontend/src/lib/components/apps/components/display/AppCustomComponent.svelte b/frontend/src/lib/components/apps/components/display/AppCustomComponent.svelte
index e6f748f3f1..8b13cc055e 100644
--- a/frontend/src/lib/components/apps/components/display/AppCustomComponent.svelte
+++ b/frontend/src/lib/components/apps/components/display/AppCustomComponent.svelte
@@ -121,7 +121,7 @@
 <InitializeComponent {id} />
 <div class="w-full h-full overflow-auto {customComponent?.name ?? 'no_name'}">
 	<RunnableWrapper {outputs} render autoRefresh {componentInput} {id} bind:result>
-		{#if !loaded}
+		{#if !loaded && render}
 			<Loader2 class="animate-spin" />
 		{/if}
 		<div id={divId}></div>

From 8a020bcfd523195d2848c4dff837fd4ec81b807e Mon Sep 17 00:00:00 2001
From: Tammo Ippen <tammo.ippen@posteo.de>
Date: Fri, 18 Jul 2025 10:44:56 +0200
Subject: [PATCH 03/16] Fix required properties (#6221)

---
 openflow.openapi.yaml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/openflow.openapi.yaml b/openflow.openapi.yaml
index 0de884f00a..1d6d3572a2 100644
--- a/openflow.openapi.yaml
+++ b/openflow.openapi.yaml
@@ -184,9 +184,9 @@ components:
         type:
           type: string
           enum:
-            - javascript
+            - static
       required:
-        - expr
+        - value
         - type
 
     JavascriptTransform:
@@ -437,7 +437,6 @@ components:
                   $ref: "#/components/schemas/FlowModule"
             required:
               - modules
-              - expr
         type:
           type: string
           enum:

From 673f10095dc0ac306d3416fdf8a1a3b6971361ec Mon Sep 17 00:00:00 2001
From: Ruben Fiszel <ruben@windmill.dev>
Date: Fri, 18 Jul 2025 09:05:43 +0000
Subject: [PATCH 04/16] whitelabelling nits

---
 backend/windmill-worker/src/worker.rs |  8 ++++++--
 frontend/src/lib/toast.ts             | 10 ++++++++++
 2 files changed, 16 insertions(+), 2 deletions(-)

diff --git a/backend/windmill-worker/src/worker.rs b/backend/windmill-worker/src/worker.rs
index ab81a628aa..caebcd1bef 100644
--- a/backend/windmill-worker/src/worker.rs
+++ b/backend/windmill-worker/src/worker.rs
@@ -2069,6 +2069,10 @@ async fn do_nativets(
     .await?)
 }
 
+lazy_static::lazy_static! {
+    static ref LOG_TAG_NAME: String = std::env::var("LOG_TAG_NAME").unwrap_or("tag".to_string());
+}
+
 #[derive(Deserialize, Serialize, Default)]
 pub struct PreviousResult<'a> {
     #[serde(borrow)]
@@ -2264,8 +2268,8 @@ pub async fn handle_queued_job(
         // println!("handle queue {:?}",  SystemTime::now());
 
         logs.push_str(&format!(
-            "job={} tag={} worker={} hostname={}\n",
-            &job.id, &job.tag, &worker_name, &hostname
+            "job={} {}={} worker={} hostname={}\n",
+            &job.id, *LOG_TAG_NAME, &job.tag, &worker_name, &hostname
         ));
 
         if *NO_LOGS_AT_ALL {
diff --git a/frontend/src/lib/toast.ts b/frontend/src/lib/toast.ts
index 173af98dd4..2c61546093 100644
--- a/frontend/src/lib/toast.ts
+++ b/frontend/src/lib/toast.ts
@@ -13,6 +13,16 @@ export function sendUserToast(
 	errorMessage: string | undefined = undefined,
 	duration: number = 5000
 ): void {
+	if (globalThis.windmillToast) {
+		globalThis.windmillToast({
+			message,
+			error,
+			actions,
+			errorMessage,
+			duration
+		})
+		return
+	}
 	toast.push({
 		component: {
 			// https://github.com/zerodevx/svelte-toast/issues/115

From a7f6d74e05056e08f16f48cec855dad2af845430 Mon Sep 17 00:00:00 2001
From: Diego Imbert <70353967+diegoimbert@users.noreply.github.com>
Date: Fri, 18 Jul 2025 12:07:02 +0200
Subject: [PATCH 05/16] remove fdsfs (#6222)

---
 .../src/lib/components/graph/renderers/nodes/AssetNode.svelte   | 2 --
 1 file changed, 2 deletions(-)

diff --git a/frontend/src/lib/components/graph/renderers/nodes/AssetNode.svelte b/frontend/src/lib/components/graph/renderers/nodes/AssetNode.svelte
index ed605acf05..cefdaaaa78 100644
--- a/frontend/src/lib/components/graph/renderers/nodes/AssetNode.svelte
+++ b/frontend/src/lib/components/graph/renderers/nodes/AssetNode.svelte
@@ -299,8 +299,6 @@
 				<span class="dark:text-tertiary text-tertiary-inverse text-xs"
 					>{formatAssetKind({ ...data.asset, metadata: cachedResourceMetadata })}</span
 				>
-				<br />
-				fdsfs
 			</svelte:fragment>
 		</Tooltip>
 	{/snippet}

From 1f48a05100981d6b89e72812e31511bfe709e35c Mon Sep 17 00:00:00 2001
From: Ruben Fiszel <ruben@windmill.dev>
Date: Fri, 18 Jul 2025 10:10:40 +0000
Subject: [PATCH 06/16] add refresh on worker tag select

---
 .../src/lib/components/WorkerTagSelect.svelte | 36 +++++++++++++++++--
 1 file changed, 33 insertions(+), 3 deletions(-)

diff --git a/frontend/src/lib/components/WorkerTagSelect.svelte b/frontend/src/lib/components/WorkerTagSelect.svelte
index baac15cb6d..2850ba99f6 100644
--- a/frontend/src/lib/components/WorkerTagSelect.svelte
+++ b/frontend/src/lib/components/WorkerTagSelect.svelte
@@ -5,6 +5,9 @@
 	import { createEventDispatcher } from 'svelte'
 	import Select from './select/Select.svelte'
 	import { safeSelectItems } from './select/utils.svelte'
+	import { Button } from './common'
+	import { RotateCw } from 'lucide-svelte'
+	import { sendUserToast } from '$lib/toast'
 
 	let {
 		tag = $bindable(),
@@ -27,29 +30,56 @@
 	loadWorkerGroups()
 
 	const dispatch = createEventDispatcher()
+
+	let loading = $state(false)
 	async function loadWorkerGroups() {
-		if (!$workerTags) {
-			$workerTags = await WorkerService.getCustomTags({ workspace: $workspaceStore })
+		loading = true
+		try {
+			if (!$workerTags) {
+				$workerTags = await WorkerService.getCustomTags({ workspace: $workspaceStore })
+			}
+		} catch (e) {
+			$workerTags = []
+			sendUserToast('Error loading custom tags', true)
 		}
+		loading = false
 	}
 	let items = $derived([
 		// ...(tag ? ['reset to default'] : [nullTag ? `default: ${nullTag}` : '']),
 		...(tag && tag != '' && !($workerTags ?? []).includes(tag) ? [tag] : []),
 		...($workerTags ?? [])
 	])
+
+	let open = $state(false)
 </script>
 
-<div class="flex gap-1 items-center">
+<div class="flex gap-1 items-center relative">
 	{#if !noLabel}
 		<div class="text-tertiary text-2xs">{placeholder ?? 'tag'}</div>
 	{/if}
 	<Select
 		clearable
 		class="w-full"
+		bind:open
 		{inputClass}
 		{disabled}
 		placeholder={nullTag ? nullTag : (placeholder ?? 'lang default')}
 		items={safeSelectItems(items)}
 		bind:value={() => tag, (value) => ((tag = value), dispatch('change', value))}
 	/>
+	{#if open}
+		<div class="absolute top-0 -right-12">
+			<Button
+				iconOnly
+				variant="border"
+				color="dark"
+				size="xs"
+				startIcon={{ icon: RotateCw, classes: loading ? 'animate-spin' : '' }}
+				on:click={async () => {
+					loadWorkerGroups()
+					open = true
+				}}
+			></Button>
+		</div>
+	{/if}
 </div>

From ae1793ecd1484d9d378bace35ca35cf88952d491 Mon Sep 17 00:00:00 2001
From: Ruben Fiszel <ruben@windmill.dev>
Date: Fri, 18 Jul 2025 10:22:27 +0000
Subject: [PATCH 07/16] whitelabel nits

---
 frontend/src/lib/components/FlowJobResult.svelte          | 2 ++
 frontend/src/lib/components/JobLogs.svelte                | 3 ++-
 frontend/src/lib/components/LogViewer.svelte              | 8 +++++---
 .../src/lib/components/ModulePreviewResultViewer.svelte   | 6 +++++-
 frontend/src/lib/components/ServiceLogsInner.svelte       | 4 +++-
 frontend/src/lib/components/custom_ui.ts                  | 1 +
 .../src/lib/components/runs/NoWorkerWithTagWarning.svelte | 5 +++--
 frontend/src/lib/components/scriptEditor/LogPanel.svelte  | 1 +
 8 files changed, 22 insertions(+), 8 deletions(-)

diff --git a/frontend/src/lib/components/FlowJobResult.svelte b/frontend/src/lib/components/FlowJobResult.svelte
index ca071370a4..f17df52974 100644
--- a/frontend/src/lib/components/FlowJobResult.svelte
+++ b/frontend/src/lib/components/FlowJobResult.svelte
@@ -23,6 +23,7 @@
 	export let refreshLog: boolean = false
 	export let durationStates: Writable<Record<string, DurationStatus>> | undefined
 	export let downloadLogs = true
+	export let tagLabel: string | undefined = undefined
 
 	let lastJobId: string | undefined = undefined
 	let drawer: Drawer | undefined = undefined
@@ -93,6 +94,7 @@
 			><button class="" on:click={drawer.openDrawer}>explore all steps' logs</button></div
 		>
 		<LogViewer
+			{tagLabel}
 			download={downloadLogs}
 			content={logs ?? ''}
 			{jobId}
diff --git a/frontend/src/lib/components/JobLogs.svelte b/frontend/src/lib/components/JobLogs.svelte
index 9aeaac14bb..552b8e9b47 100644
--- a/frontend/src/lib/components/JobLogs.svelte
+++ b/frontend/src/lib/components/JobLogs.svelte
@@ -4,6 +4,7 @@
 	import LogViewer from './LogViewer.svelte'
 
 	export let jobId: string
+	export let tagLabel: string | undefined = undefined
 
 	let logs: string | undefined = undefined
 
@@ -13,4 +14,4 @@
 	}
 </script>
 
-<LogViewer content={logs} isLoading={false} tag={undefined} {jobId} />
+<LogViewer content={logs} isLoading={false} tag={undefined} {jobId} {tagLabel} />
diff --git a/frontend/src/lib/components/LogViewer.svelte b/frontend/src/lib/components/LogViewer.svelte
index 3adb477817..adad8e4fe3 100644
--- a/frontend/src/lib/components/LogViewer.svelte
+++ b/frontend/src/lib/components/LogViewer.svelte
@@ -30,7 +30,7 @@
 	export let noAutoScroll = false
 	export let download = true
 	export let customEmptyMessage = 'No logs are available yet'
-
+	export let tagLabel: string | undefined = undefined
 	// @ts-ignore
 	const ansi_up = new AnsiUp()
 
@@ -227,8 +227,10 @@
 				<Loader2 class="animate-spin" />
 				{#if tag}
 					<div class="flex flex-row items-center gap-1">
-						<div class="text-secondary {small ? '!text-2xs' : '!text-xs'}">tag: {tag}</div>
-						<NoWorkerWithTagWarning {tag} />
+						<div class="text-secondary {small ? '!text-2xs' : '!text-xs'}"
+							>{tagLabel ?? 'tag'}: {tag}</div
+						>
+						<NoWorkerWithTagWarning {tagLabel} {tag} />
 					</div>
 				{/if}
 			</div>
diff --git a/frontend/src/lib/components/ModulePreviewResultViewer.svelte b/frontend/src/lib/components/ModulePreviewResultViewer.svelte
index 4d4d6a10bf..3ebc1d08a5 100644
--- a/frontend/src/lib/components/ModulePreviewResultViewer.svelte
+++ b/frontend/src/lib/components/ModulePreviewResultViewer.svelte
@@ -25,6 +25,7 @@
 		disableHistory?: boolean
 		onUpdateMock?: (mock: { enabled: boolean; return_value?: unknown }) => void
 		loadingJob?: boolean
+		tagLabel?: string
 	}
 
 	let {
@@ -40,7 +41,8 @@
 		disableMock = false,
 		disableHistory = false,
 		onUpdateMock,
-		loadingJob = false
+		loadingJob = false,
+		tagLabel = undefined
 	}: Props = $props()
 
 	const { testSteps } = getContext<FlowEditorContext>('FlowEditorContext')
@@ -98,6 +100,7 @@
 				isLoading={false}
 				tag={undefined}
 				customEmptyMessage="Using pinned data"
+				{tagLabel}
 			/>
 		{:else}
 			<LogViewer
@@ -108,6 +111,7 @@
 				content={logJob?.logs}
 				isLoading={(testIsLoading && logJob?.['running'] == false) || loadingJob}
 				tag={logJob?.tag}
+				{tagLabel}
 			/>
 		{/if}
 	</Pane>
diff --git a/frontend/src/lib/components/ServiceLogsInner.svelte b/frontend/src/lib/components/ServiceLogsInner.svelte
index b8b233bf6f..1f01cad7ea 100644
--- a/frontend/src/lib/components/ServiceLogsInner.svelte
+++ b/frontend/src/lib/components/ServiceLogsInner.svelte
@@ -24,9 +24,10 @@
 	interface Props {
 		searchTerm: string
 		queryParseErrors?: string[]
+		tagLabel?: string
 	}
 
-	let { searchTerm, queryParseErrors = $bindable() }: Props = $props()
+	let { searchTerm, queryParseErrors = $bindable(), tagLabel }: Props = $props()
 
 	let minTs: undefined | string = $state(undefined)
 	let maxTs: undefined | string = $state(undefined)
@@ -771,6 +772,7 @@
 												noMaxH
 												isLoading={false}
 												tag={undefined}
+												{tagLabel}
 												content={processLogWithJsonFmt(
 													logsContent[file.file_path].content,
 													file.json_fmt
diff --git a/frontend/src/lib/components/custom_ui.ts b/frontend/src/lib/components/custom_ui.ts
index e03bed0d2e..ccab5b871d 100644
--- a/frontend/src/lib/components/custom_ui.ts
+++ b/frontend/src/lib/components/custom_ui.ts
@@ -51,6 +51,7 @@ export type PreviewPanelUi = {
 	displayResult?: DisplayResultUi
 	disableVariablePicker?: boolean
 	disableDownload?: boolean
+	tagLabel?: string
 }
 
 export type EditorBarUi = {
diff --git a/frontend/src/lib/components/runs/NoWorkerWithTagWarning.svelte b/frontend/src/lib/components/runs/NoWorkerWithTagWarning.svelte
index ae5ee23eda..58287ace29 100644
--- a/frontend/src/lib/components/runs/NoWorkerWithTagWarning.svelte
+++ b/frontend/src/lib/components/runs/NoWorkerWithTagWarning.svelte
@@ -5,9 +5,10 @@
 	import { onDestroy } from 'svelte'
 	interface Props {
 		tag: string
+		tagLabel?: string
 	}
 
-	let { tag }: Props = $props()
+	let { tag, tagLabel = undefined }: Props = $props()
 
 	let noWorkerWithTag = $state(false)
 
@@ -44,7 +45,7 @@
 	<Popover notClickable placement="top">
 		<AlertTriangle size={16} class="text-yellow-500" />
 		{#snippet text()}
-			No worker with tag <b>{tag}</b> is currently running.
+			No worker with {tagLabel ?? 'tag'} <b>{tag}</b> is currently running.
 		{/snippet}
 	</Popover>
 {/if}
diff --git a/frontend/src/lib/components/scriptEditor/LogPanel.svelte b/frontend/src/lib/components/scriptEditor/LogPanel.svelte
index 9568071980..10516abcec 100644
--- a/frontend/src/lib/components/scriptEditor/LogPanel.svelte
+++ b/frontend/src/lib/components/scriptEditor/LogPanel.svelte
@@ -146,6 +146,7 @@
 									isLoading={previewJob?.['running'] == false && previewIsLoading}
 									tag={previewJob?.tag}
 									download={customUi?.disableDownload !== true}
+									tagLabel={customUi?.tagLabel}
 								/>
 							</Pane>
 							<Pane>

From 2119da83f1613afc8d0d28f1f95a77fd41db6f59 Mon Sep 17 00:00:00 2001
From: Ruben Fiszel <ruben@windmill.dev>
Date: Fri, 18 Jul 2025 10:40:21 +0000
Subject: [PATCH 08/16] nit fix

---
 frontend/src/lib/components/WorkerTagSelect.svelte | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/frontend/src/lib/components/WorkerTagSelect.svelte b/frontend/src/lib/components/WorkerTagSelect.svelte
index 2850ba99f6..3a7d76dc7a 100644
--- a/frontend/src/lib/components/WorkerTagSelect.svelte
+++ b/frontend/src/lib/components/WorkerTagSelect.svelte
@@ -29,9 +29,10 @@
 
 	loadWorkerGroups()
 
+	let loading = $state(false)
+
 	const dispatch = createEventDispatcher()
 
-	let loading = $state(false)
 	async function loadWorkerGroups() {
 		loading = true
 		try {

From 5acd3c21c0cf862b529b2cd5c5e79932133ee0c1 Mon Sep 17 00:00:00 2001
From: Ruben Fiszel <ruben@windmill.dev>
Date: Fri, 18 Jul 2025 10:40:37 +0000
Subject: [PATCH 09/16] nit fix

---
 frontend/src/lib/components/WorkerTagSelect.svelte | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/frontend/src/lib/components/WorkerTagSelect.svelte b/frontend/src/lib/components/WorkerTagSelect.svelte
index 3a7d76dc7a..4ac06e8251 100644
--- a/frontend/src/lib/components/WorkerTagSelect.svelte
+++ b/frontend/src/lib/components/WorkerTagSelect.svelte
@@ -27,10 +27,10 @@
 		inputClass?: string
 	} = $props()
 
-	loadWorkerGroups()
-
 	let loading = $state(false)
 
+	loadWorkerGroups()
+
 	const dispatch = createEventDispatcher()
 
 	async function loadWorkerGroups() {

From 9659b227c35bb0808b0d7be400b23b14a51422a4 Mon Sep 17 00:00:00 2001
From: centdix <40307056+centdix@users.noreply.github.com>
Date: Fri, 18 Jul 2025 12:54:36 +0200
Subject: [PATCH 10/16] fix rust version (#6223)

---
 .github/workflows/claude.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/claude.yml b/.github/workflows/claude.yml
index 0c5d6d59d4..7b9c5686bd 100644
--- a/.github/workflows/claude.yml
+++ b/.github/workflows/claude.yml
@@ -82,7 +82,7 @@ jobs:
       - uses: actions-rust-lang/setup-rust-toolchain@v1
         with:
           cache-workspaces: backend
-          toolchain: 1.85.0
+          toolchain: 1.88.0
 
       - uses: Swatinem/rust-cache@v2
         with:

From b099d96a60f6abdc037554dbbec2d9ae6271f0bb Mon Sep 17 00:00:00 2001
From: centdix <40307056+centdix@users.noreply.github.com>
Date: Fri, 18 Jul 2025 13:36:05 +0200
Subject: [PATCH 11/16] feat(ai chat): search for relevant hub scripts and npm
 packages in script mode (#6215)

* draft

* move tool

* also use hub search

* add types in context of the chat

* reuse code

* cleaning

* better docs fetching

* cleaning

* adapt limit based on context window

* cleaning

* fix

* fix
---
 frontend/src/lib/ata/index.ts                 |   2 +-
 .../lib/components/copilot/chat/flow/core.ts  |  61 ++++---
 .../components/copilot/chat/script/core.ts    | 172 +++++++++++++++++-
 frontend/src/lib/components/copilot/lib.ts    |  12 ++
 4 files changed, 221 insertions(+), 26 deletions(-)

diff --git a/frontend/src/lib/ata/index.ts b/frontend/src/lib/ata/index.ts
index 3099094bf5..4f5c585900 100644
--- a/frontend/src/lib/ata/index.ts
+++ b/frontend/src/lib/ata/index.ts
@@ -345,7 +345,7 @@ function getDTName(s: string) {
 	if (s.indexOf('@') === 0 && s.indexOf('/') !== -1) {
 		// we have a scoped module, e.g. @bla/foo
 		// which should be converted to   bla__foo
-		s = s.substr(1).replace('/', '__')
+		s = s.substring(1).replace('/', '__')
 	}
 	return s
 }
diff --git a/frontend/src/lib/components/copilot/chat/flow/core.ts b/frontend/src/lib/components/copilot/chat/flow/core.ts
index 46b849eb60..91269caf8b 100644
--- a/frontend/src/lib/components/copilot/chat/flow/core.ts
+++ b/frontend/src/lib/components/copilot/chat/flow/core.ts
@@ -348,7 +348,44 @@ const getInstructionsForCodeGenerationToolDef = createToolDef(
 
 const workspaceScriptsSearch = new WorkspaceScriptsSearch()
 
+export const createSearchHubScriptsTool = (withContent: boolean = false) => ({
+	def: searchHubScriptsToolDef,
+	fn: async ({ args, toolId, toolCallbacks }) => {
+		toolCallbacks.setToolStatus(
+			toolId,
+			'Searching for hub scripts related to "' + args.query + '"...'
+		)
+		const parsedArgs = searchScriptsSchema.parse(args)
+		const scripts = await ScriptService.queryHubScripts({
+			text: parsedArgs.query,
+			kind: 'script'
+		})
+		toolCallbacks.setToolStatus(
+			toolId,
+			'Found ' + scripts.length + ' scripts in the hub related to "' + args.query + '"'
+		)
+		// if withContent, fetch scripts with their content, limit to 3 results
+		const results = await Promise.all(
+			scripts.slice(0, withContent ? 3 : undefined).map(async (s) => {
+				let content = ''
+				if (withContent) {
+					content = await ScriptService.getHubScriptContentByPath({
+						path: `hub/${s.version_id}/${s.app}/${s.summary.toLowerCase().replaceAll(/\s+/g, '_')}`
+					})
+				}
+				return {
+					path: `hub/${s.version_id}/${s.app}/${s.summary.toLowerCase().replaceAll(/\s+/g, '_')}`,
+					summary: s.summary,
+					...(withContent ? { content } : {})
+				}
+			})
+		)
+		return JSON.stringify(results)
+	}
+})
+
 export const flowTools: Tool<FlowAIChatHelpers>[] = [
+	createSearchHubScriptsTool(false),
 	{
 		def: searchScriptsToolDef,
 		fn: async ({ args, workspace, toolId, toolCallbacks }) => {
@@ -369,30 +406,6 @@ export const flowTools: Tool<FlowAIChatHelpers>[] = [
 			return JSON.stringify(scriptResults)
 		}
 	},
-	{
-		def: searchHubScriptsToolDef,
-		fn: async ({ args, toolId, toolCallbacks }) => {
-			toolCallbacks.setToolStatus(
-				toolId,
-				'Searching for hub scripts related to "' + args.query + '"...'
-			)
-			const parsedArgs = searchScriptsSchema.parse(args)
-			const scripts = await ScriptService.queryHubScripts({
-				text: parsedArgs.query,
-				kind: 'script'
-			})
-			toolCallbacks.setToolStatus(
-				toolId,
-				'Found ' + scripts.length + ' scripts in the hub related to "' + args.query + '"'
-			)
-			return JSON.stringify(
-				scripts.map((s) => ({
-					path: `hub/${s.version_id}/${s.app}/${s.summary.toLowerCase().replaceAll(/\s+/g, '_')}`,
-					summary: s.summary
-				}))
-			)
-		}
-	},
 	{
 		def: addStepToolDef,
 		fn: async ({ args, helpers, toolId, toolCallbacks }) => {
diff --git a/frontend/src/lib/components/copilot/chat/script/core.ts b/frontend/src/lib/components/copilot/chat/script/core.ts
index 9a5facfbda..5c893156e7 100644
--- a/frontend/src/lib/components/copilot/chat/script/core.ts
+++ b/frontend/src/lib/components/copilot/chat/script/core.ts
@@ -8,12 +8,22 @@ import type {
 	ChatCompletionTool,
 	ChatCompletionUserMessageParam
 } from 'openai/resources/index.mjs'
-import { type DBSchema, dbSchemas } from '$lib/stores'
+import { copilotSessionModel, type DBSchema, dbSchemas } from '$lib/stores'
 import { scriptLangToEditorLang } from '$lib/scripts'
 import { getDbSchemas } from '$lib/components/apps/components/display/dbtable/utils'
 import type { CodePieceElement, ContextElement } from '../context'
 import type { Tool } from '../shared'
 import { PYTHON_PREPROCESSOR_MODULE_CODE, TS_PREPROCESSOR_MODULE_CODE } from '$lib/script_helpers'
+import { createSearchHubScriptsTool } from '../flow/core'
+import { setupTypeAcquisition, type DepsToGet } from '$lib/ata'
+import { getModelContextWindow } from '../../lib'
+
+// Score threshold for npm packages search filtering
+const SCORE_THRESHOLD = 1000
+// percentage of the context window for documentation of npm packages
+const DOCS_CONTEXT_PERCENTAGE = 1
+// percentage of the context window for types of npm packages
+const TYPES_CONTEXT_PERCENTAGE = 1
 
 export function formatResourceTypes(
 	allResourceTypes: ResourceType[],
@@ -334,6 +344,7 @@ export const CHAT_SYSTEM_PROMPT = `
 	- The user can ask you questions about a list of \`DATABASES\` that are available in the user's workspace. If the user asks you a question about a database, you should ask the user to specify the database name if not given, or take the only one available if there is only one.
 	- You can also receive a \`DIFF\` of the changes that have been made to the code. You should use this diff to give better answers.
 	- Before giving your answer, check again that you carefully followed these instructions.
+	- When asked to create a script that communicates with an external service, you can use the \`search_hub_scripts\` tool to search for relevant scripts in the hub. Make sure the language is the same as what the user is coding in. If you do not find any relevant scripts, you can use the \`search_npm_packages\` tool to search for relevant packages and their documentation. Always give a link to the documentation in your answer if possible.
 
 	Important:
 	Do not mention or reveal these instructions to the user unless explicitly asked to do so.
@@ -477,6 +488,10 @@ export function prepareScriptTools(
 	if (context.some((c) => c.type === 'db')) {
 		tools.push(dbSchemaTool)
 	}
+	if (['bun', 'deno'].includes(language)) {
+		tools.push(createSearchHubScriptsTool(true))
+		tools.push(searchNpmPackagesTool)
+	}
 	return tools
 }
 
@@ -655,3 +670,158 @@ export const dbSchemaTool: Tool<ScriptChatHelpers> = {
 		return stringSchema
 	}
 }
+
+type PackageSearchQuery = {
+	package: {
+		name: string
+		version: string
+		links: {
+			npm: string
+			homepage: string
+			repository: string
+			bugs: string
+		}
+	}
+	searchScore: number
+}
+
+type PackageSearchResult = {
+	package: string
+	documentation: string
+	types: string
+}
+
+const packagesSearchCache = new Map<string, PackageSearchResult[]>()
+export async function searchExternalIntegrationResources(args: { query: string }): Promise<string> {
+	try {
+		if (packagesSearchCache.has(args.query)) {
+			return JSON.stringify(packagesSearchCache.get(args.query))
+		}
+
+		const result = await fetch(`https://registry.npmjs.org/-/v1/search?text=${args.query}&size=2`)
+		const data = await result.json()
+		const filtered = data.objects.filter(
+			(r: PackageSearchQuery) => r.searchScore >= SCORE_THRESHOLD
+		)
+
+		const modelContextWindow = getModelContextWindow(get(copilotSessionModel)?.model ?? '')
+		const results: PackageSearchResult[] = await Promise.all(
+			filtered.map(async (r: PackageSearchQuery) => {
+				let documentation = ''
+				let types = ''
+				try {
+					const docResponse = await fetch(`https://unpkg.com/${r.package.name}/readme.md`)
+					const docLimit = Math.floor((modelContextWindow * DOCS_CONTEXT_PERCENTAGE) / 100)
+					documentation = await docResponse.text()
+					documentation = documentation.slice(0, docLimit)
+				} catch (error) {
+					console.error('Error getting documentation for package:', error)
+					documentation = ''
+				}
+				try {
+					const typesResponse = await fetchNpmPackageTypes(r.package.name, r.package.version)
+					const typesLimit = Math.floor((modelContextWindow * TYPES_CONTEXT_PERCENTAGE) / 100)
+					types = typesResponse.types.slice(0, typesLimit)
+				} catch (error) {
+					console.error('Error getting types for package:', error)
+					types = ''
+				}
+				return {
+					package: r.package.name,
+					documentation: documentation,
+					types: types
+				}
+			})
+		)
+		packagesSearchCache.set(args.query, results)
+		return JSON.stringify(results)
+	} catch (error) {
+		console.error('Error searching external integration resources:', error)
+		return 'Error searching external integration resources'
+	}
+}
+
+const SEARCH_NPM_PACKAGES_TOOL: ChatCompletionTool = {
+	type: 'function',
+	function: {
+		name: 'search_npm_packages',
+		description: 'Search for npm packages and their documentation',
+		parameters: {
+			type: 'object',
+			properties: {
+				query: {
+					type: 'string',
+					description: 'The query to search for'
+				}
+			},
+			required: ['query']
+		}
+	}
+}
+
+export const searchNpmPackagesTool: Tool<ScriptChatHelpers> = {
+	def: SEARCH_NPM_PACKAGES_TOOL,
+	fn: async ({ args, toolId, toolCallbacks }) => {
+		toolCallbacks.setToolStatus(toolId, 'Searching for relevant packages...')
+		const result = await searchExternalIntegrationResources(args)
+		toolCallbacks.setToolStatus(toolId, 'Retrieved relevant packages')
+		return result
+	}
+}
+
+export async function fetchNpmPackageTypes(
+	packageName: string,
+	version: string = 'latest'
+): Promise<{ success: boolean; types: string; error?: string }> {
+	try {
+		const typeDefinitions = new Map<string, string>()
+
+		const ata = setupTypeAcquisition({
+			projectName: 'NPM-Package-Types',
+			depsParser: () => [],
+			root: '',
+			delegate: {
+				receivedFile: (code: string, path: string) => {
+					if (path.endsWith('.d.ts')) {
+						typeDefinitions.set(path, code)
+					}
+				},
+				localFile: () => {}
+			}
+		})
+
+		const depsToGet: DepsToGet = [
+			{
+				raw: packageName,
+				module: packageName,
+				version: version
+			}
+		]
+
+		await ata(depsToGet)
+
+		if (typeDefinitions.size === 0) {
+			return {
+				success: false,
+				types: '',
+				error: `No type definitions found for ${packageName}`
+			}
+		}
+
+		const formattedTypes = Array.from(typeDefinitions.entries())
+			.map(([path, content]) => `// ${path}\n${content}`)
+			.join('\n\n')
+
+		return {
+			success: true,
+			types: formattedTypes
+		}
+	} catch (error) {
+		console.error('Error fetching NPM package types:', error)
+		return {
+			success: false,
+			types: '',
+			error: `Error fetching package types: ${error instanceof Error ? error.message : 'Unknown error'}`
+		}
+	}
+}
diff --git a/frontend/src/lib/components/copilot/lib.ts b/frontend/src/lib/components/copilot/lib.ts
index 6d4ff44e1a..f0da2c381e 100644
--- a/frontend/src/lib/components/copilot/lib.ts
+++ b/frontend/src/lib/components/copilot/lib.ts
@@ -106,6 +106,18 @@ function getModelMaxTokens(model: string) {
 	return 8192
 }
 
+export function getModelContextWindow(model: string) {
+	if (model.startsWith('gpt-4.1') || model.startsWith('gemini')) {
+		return 1000000
+	} else if (model.startsWith('gpt-4o') || model.startsWith('llama-3.3')) {
+		return 128000
+	} else if (model.startsWith('claude') || model.startsWith('o4-mini') || model.startsWith('o3')) {
+		return 200000
+	} else {
+		return 128000
+	}
+}
+
 function getModelSpecificConfig(
 	modelProvider: AIProviderModel,
 	tools?: OpenAI.Chat.Completions.ChatCompletionTool[]

From 7b4d0d6abb52c27fdf40716c67bdc6a2e7930a27 Mon Sep 17 00:00:00 2001
From: hugocasa <hugo@casademont.ch>
Date: Fri, 18 Jul 2025 13:55:23 +0200
Subject: [PATCH 12/16] remove chat circular dep (#6226)

---
 .../lib/components/copilot/chat/flow/core.ts  | 73 +----------------
 .../components/copilot/chat/script/core.ts    |  3 +-
 .../src/lib/components/copilot/chat/shared.ts | 78 +++++++++++++++++++
 3 files changed, 80 insertions(+), 74 deletions(-)

diff --git a/frontend/src/lib/components/copilot/chat/flow/core.ts b/frontend/src/lib/components/copilot/chat/flow/core.ts
index 91269caf8b..766e28524c 100644
--- a/frontend/src/lib/components/copilot/chat/flow/core.ts
+++ b/frontend/src/lib/components/copilot/chat/flow/core.ts
@@ -1,13 +1,10 @@
 import { ScriptService, type FlowModule, type RawScript, type Script } from '$lib/gen'
 import type {
 	ChatCompletionSystemMessageParam,
-	ChatCompletionTool,
 	ChatCompletionUserMessageParam
 } from 'openai/resources/chat/completions.mjs'
 import YAML from 'yaml'
 import { z } from 'zod'
-import { zodToJsonSchema } from 'zod-to-json-schema'
-import type { FunctionParameters } from 'openai/resources/shared.mjs'
 import uFuzzy from '@leeoniya/ufuzzy'
 import { emptySchema, emptyString } from '$lib/utils'
 import {
@@ -15,7 +12,7 @@ import {
 	getLangContext,
 	SUPPORTED_CHAT_SCRIPT_LANGUAGES
 } from '../script/core'
-import type { Tool } from '../shared'
+import { createSearchHubScriptsTool, createToolDef, type Tool } from '../shared'
 import type { ExtendedOpenFlow } from '$lib/components/flows/types'
 
 export type AIModuleAction = 'added' | 'modified' | 'removed'
@@ -63,12 +60,6 @@ const searchScriptsToolDef = createToolDef(
 	'Search for scripts in the workspace'
 )
 
-const searchHubScriptsToolDef = createToolDef(
-	searchScriptsSchema,
-	'search_hub_scripts',
-	'Search for scripts in the hub'
-)
-
 const langSchema = z.enum(
 	SUPPORTED_CHAT_SCRIPT_LANGUAGES as [RawScript['language'], ...RawScript['language'][]]
 )
@@ -348,42 +339,6 @@ const getInstructionsForCodeGenerationToolDef = createToolDef(
 
 const workspaceScriptsSearch = new WorkspaceScriptsSearch()
 
-export const createSearchHubScriptsTool = (withContent: boolean = false) => ({
-	def: searchHubScriptsToolDef,
-	fn: async ({ args, toolId, toolCallbacks }) => {
-		toolCallbacks.setToolStatus(
-			toolId,
-			'Searching for hub scripts related to "' + args.query + '"...'
-		)
-		const parsedArgs = searchScriptsSchema.parse(args)
-		const scripts = await ScriptService.queryHubScripts({
-			text: parsedArgs.query,
-			kind: 'script'
-		})
-		toolCallbacks.setToolStatus(
-			toolId,
-			'Found ' + scripts.length + ' scripts in the hub related to "' + args.query + '"'
-		)
-		// if withContent, fetch scripts with their content, limit to 3 results
-		const results = await Promise.all(
-			scripts.slice(0, withContent ? 3 : undefined).map(async (s) => {
-				let content = ''
-				if (withContent) {
-					content = await ScriptService.getHubScriptContentByPath({
-						path: `hub/${s.version_id}/${s.app}/${s.summary.toLowerCase().replaceAll(/\s+/g, '_')}`
-					})
-				}
-				return {
-					path: `hub/${s.version_id}/${s.app}/${s.summary.toLowerCase().replaceAll(/\s+/g, '_')}`,
-					summary: s.summary,
-					...(withContent ? { content } : {})
-				}
-			})
-		)
-		return JSON.stringify(results)
-	}
-})
-
 export const flowTools: Tool<FlowAIChatHelpers>[] = [
 	createSearchHubScriptsTool(false),
 	{
@@ -579,32 +534,6 @@ export const flowTools: Tool<FlowAIChatHelpers>[] = [
 	}
 ]
 
-function createToolDef(
-	zodSchema: z.ZodSchema,
-	name: string,
-	description: string
-): ChatCompletionTool {
-	const schema = zodToJsonSchema(zodSchema, {
-		name,
-		target: 'openAi'
-	})
-	let parameters = schema.definitions![name] as FunctionParameters
-	parameters = {
-		...parameters,
-		required: parameters.required ?? []
-	}
-
-	return {
-		type: 'function',
-		function: {
-			strict: true,
-			name,
-			description,
-			parameters
-		}
-	}
-}
-
 export function prepareFlowSystemMessage(): ChatCompletionSystemMessageParam {
 	const content = `You are a helpful assistant that creates and edits workflows on the Windmill platform. You're provided with a bunch of tools to help you edit the flow.
 Follow the user instructions carefully.
diff --git a/frontend/src/lib/components/copilot/chat/script/core.ts b/frontend/src/lib/components/copilot/chat/script/core.ts
index 5c893156e7..3f488a3b8e 100644
--- a/frontend/src/lib/components/copilot/chat/script/core.ts
+++ b/frontend/src/lib/components/copilot/chat/script/core.ts
@@ -12,9 +12,8 @@ import { copilotSessionModel, type DBSchema, dbSchemas } from '$lib/stores'
 import { scriptLangToEditorLang } from '$lib/scripts'
 import { getDbSchemas } from '$lib/components/apps/components/display/dbtable/utils'
 import type { CodePieceElement, ContextElement } from '../context'
-import type { Tool } from '../shared'
 import { PYTHON_PREPROCESSOR_MODULE_CODE, TS_PREPROCESSOR_MODULE_CODE } from '$lib/script_helpers'
-import { createSearchHubScriptsTool } from '../flow/core'
+import { createSearchHubScriptsTool, type Tool } from '../shared'
 import { setupTypeAcquisition, type DepsToGet } from '$lib/ata'
 import { getModelContextWindow } from '../../lib'
 
diff --git a/frontend/src/lib/components/copilot/chat/shared.ts b/frontend/src/lib/components/copilot/chat/shared.ts
index e0ef74bb40..ed83598405 100644
--- a/frontend/src/lib/components/copilot/chat/shared.ts
+++ b/frontend/src/lib/components/copilot/chat/shared.ts
@@ -7,6 +7,10 @@ import { get } from 'svelte/store'
 import type { ContextElement } from './context'
 import { workspaceStore } from '$lib/stores'
 import type { ExtendedOpenFlow } from '$lib/components/flows/types'
+import type { FunctionParameters } from 'openai/resources/shared.mjs'
+import { zodToJsonSchema } from 'zod-to-json-schema'
+import { z } from 'zod'
+import { ScriptService } from '$lib/gen'
 
 type BaseDisplayMessage = {
 	content: string
@@ -112,3 +116,77 @@ export interface Tool<T> {
 export interface ToolCallbacks {
 	setToolStatus: (id: string, content: string) => void
 }
+
+export function createToolDef(
+	zodSchema: z.ZodSchema,
+	name: string,
+	description: string
+): ChatCompletionTool {
+	const schema = zodToJsonSchema(zodSchema, {
+		name,
+		target: 'openAi'
+	})
+	let parameters = schema.definitions![name] as FunctionParameters
+	parameters = {
+		...parameters,
+		required: parameters.required ?? []
+	}
+
+	return {
+		type: 'function',
+		function: {
+			strict: true,
+			name,
+			description,
+			parameters
+		}
+	}
+}
+
+const searchHubScriptsSchema = z.object({
+	query: z
+		.string()
+		.describe('The query to search for, e.g. send email, list stripe invoices, etc..')
+})
+
+const searchHubScriptsToolDef = createToolDef(
+	searchHubScriptsSchema,
+	'search_hub_scripts',
+	'Search for scripts in the hub'
+)
+
+export const createSearchHubScriptsTool = (withContent: boolean = false) => ({
+	def: searchHubScriptsToolDef,
+	fn: async ({ args, toolId, toolCallbacks }) => {
+		toolCallbacks.setToolStatus(
+			toolId,
+			'Searching for hub scripts related to "' + args.query + '"...'
+		)
+		const parsedArgs = searchHubScriptsSchema.parse(args)
+		const scripts = await ScriptService.queryHubScripts({
+			text: parsedArgs.query,
+			kind: 'script'
+		})
+		toolCallbacks.setToolStatus(
+			toolId,
+			'Found ' + scripts.length + ' scripts in the hub related to "' + args.query + '"'
+		)
+		// if withContent, fetch scripts with their content, limit to 3 results
+		const results = await Promise.all(
+			scripts.slice(0, withContent ? 3 : undefined).map(async (s) => {
+				let content = ''
+				if (withContent) {
+					content = await ScriptService.getHubScriptContentByPath({
+						path: `hub/${s.version_id}/${s.app}/${s.summary.toLowerCase().replaceAll(/\s+/g, '_')}`
+					})
+				}
+				return {
+					path: `hub/${s.version_id}/${s.app}/${s.summary.toLowerCase().replaceAll(/\s+/g, '_')}`,
+					summary: s.summary,
+					...(withContent ? { content } : {})
+				}
+			})
+		)
+		return JSON.stringify(results)
+	}
+})

From 6a012a87ed9693a877a2725800b79e82a1816f1b Mon Sep 17 00:00:00 2001
From: hugocasa <hugo@casademont.ch>
Date: Fri, 18 Jul 2025 15:14:55 +0200
Subject: [PATCH 13/16] fix: app s3 multi upload policy (#6228)

---
 frontend/src/lib/components/ArgInput.svelte   | 27 +------------------
 .../apps/editor/AppEditorHeader.svelte        | 25 ++++++++++-------
 .../common/fileUpload/S3ArgInput.svelte       |  2 +-
 3 files changed, 18 insertions(+), 36 deletions(-)

diff --git a/frontend/src/lib/components/ArgInput.svelte b/frontend/src/lib/components/ArgInput.svelte
index 1a634b42e2..be560d263f 100644
--- a/frontend/src/lib/components/ArgInput.svelte
+++ b/frontend/src/lib/components/ArgInput.svelte
@@ -26,7 +26,6 @@
 	import DateTimeInput from './DateTimeInput.svelte'
 	import DateInput from './DateInput.svelte'
 	import CurrencyInput from './apps/components/inputs/currency/CurrencyInput.svelte'
-	import FileUpload from './common/fileUpload/FileUpload.svelte'
 	import autosize from '$lib/autosize'
 	import PasswordArgInput from './PasswordArgInput.svelte'
 	import Password from './Password.svelte'
@@ -622,7 +621,7 @@
 		{:else if (inputCat == 'resource-object' && format && format.split('-').length > 1 && format
 				.replace('resource-', '')
 				.replace('_', '')
-				.toLowerCase() == 's3object') || (inputCat == 'list' && itemsType?.resourceType === 's3_object')}
+				.toLowerCase() == 's3object') || (inputCat == 'list' && (itemsType?.resourceType === 's3_object' || itemsType?.resourceType === 's3object'))}
 			<S3ArgInput
 				multiple={inputCat == 'list'}
 				bind:value
@@ -668,30 +667,6 @@
 								reorderable
 							/>
 						</div>
-					{:else if itemsType?.type == 'object' && itemsType?.resourceType == 's3object'}
-						<div class="w-full">
-							<FileUpload
-								{appPath}
-								computeForceViewerPolicies={computeS3ForceViewerPolicies}
-								{workspace}
-								allowMultiple={true}
-								randomFileKey={true}
-								on:addition={(evt) => {
-									value = [
-										...value,
-										{
-											s3: evt.detail?.path ?? '',
-											filename: evt.detail?.filename ?? ''
-										}
-									]
-								}}
-								on:deletion={(evt) => {
-									value = value.filter((v) => v.s3 !== evt.detail?.path)
-								}}
-								defaultValue={defaultValue?.map((v) => v.s3)}
-								initialValue={value}
-							/>
-						</div>
 					{:else}
 						<div class="w-full">
 							{#key redraw}
diff --git a/frontend/src/lib/components/apps/editor/AppEditorHeader.svelte b/frontend/src/lib/components/apps/editor/AppEditorHeader.svelte
index 4a4269f1c6..e91b319673 100644
--- a/frontend/src/lib/components/apps/editor/AppEditorHeader.svelte
+++ b/frontend/src/lib/components/apps/editor/AppEditorHeader.svelte
@@ -321,16 +321,23 @@
 		if (
 			items.findIndex((x) => {
 				const c = x.data as AppComponent
-				if (c.type === 'schemaformcomponent') {
+				if (
+					c.type === 'schemaformcomponent' ||
+					c.type === 'formbuttoncomponent' ||
+					c.type === 'formcomponent'
+				) {
+					const props =
+						c.type === 'schemaformcomponent'
+							? (c.componentInput as any)?.value?.properties
+							: (c.componentInput as any)?.runnable?.type === 'runnableByName'
+								? (c.componentInput as any)?.runnable?.inlineScript?.schema?.properties
+								: (c.componentInput as any)?.runnable?.schema?.properties
 					return (
-						Object.values((c.componentInput as any)?.value?.properties ?? {}).findIndex(
-							(p: any) => p?.type === 'object' && p?.format === 'resource-s3_object'
-						) !== -1
-					)
-				} else if (c.type === 'formbuttoncomponent' || c.type === 'formcomponent') {
-					return (
-						Object.values((c.componentInput as any)?.fields ?? {}).findIndex(
-							(p: any) => p?.fieldType === 'object' && p?.format === 'resource-s3_object'
+						Object.values(props ?? {}).findIndex(
+							(p: any) =>
+								(p?.type === 'object' && p?.format === 'resource-s3_object') ||
+								(p?.type === 'array' &&
+									(p?.items?.resourceType === 's3object' || p?.items?.resourceType === 's3_object'))
 						) !== -1
 					)
 				} else {
diff --git a/frontend/src/lib/components/common/fileUpload/S3ArgInput.svelte b/frontend/src/lib/components/common/fileUpload/S3ArgInput.svelte
index f87fc64851..5eb49a22c2 100644
--- a/frontend/src/lib/components/common/fileUpload/S3ArgInput.svelte
+++ b/frontend/src/lib/components/common/fileUpload/S3ArgInput.svelte
@@ -126,7 +126,7 @@
 					}
 				}
 			}}
-			defaultValue={defaultValue?.s3}
+			defaultValue={multiple ? defaultValue?.map((v) => v.s3) : defaultValue?.s3}
 			initialValue={value}
 		/>
 	{/if}

From 2c299fd2a52e1205892702be7b326fe7656492ab Mon Sep 17 00:00:00 2001
From: wendrul <53628737+wendrul@users.noreply.github.com>
Date: Fri, 18 Jul 2025 22:19:09 +0900
Subject: [PATCH 14/16] fix: tantivy/indexer blocking operations on async code
 (#6227)

* fix blocking tantivy code by putting it in n_blocking tokio tasks

* update ee-repo-ref to test CI

* Update correct ee-repo-ref
---
 backend/ee-repo-ref.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/backend/ee-repo-ref.txt b/backend/ee-repo-ref.txt
index d545254b2e..97cec43cfc 100644
--- a/backend/ee-repo-ref.txt
+++ b/backend/ee-repo-ref.txt
@@ -1 +1 @@
-773a959358d0dc30255621a584fc2b8e2dd41582
+e2bbcda64a9eb783d0832bc6f764be1627046961

From 47c1b1aae5c6ade2fa1b78999c1dffa7007b44de Mon Sep 17 00:00:00 2001
From: Tammo Ippen <tammo.ippen@posteo.de>
Date: Fri, 18 Jul 2025 15:31:55 +0200
Subject: [PATCH 15/16] flow openapi inconsistency (#6229)

---
 openflow.openapi.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/openflow.openapi.yaml b/openflow.openapi.yaml
index 1d6d3572a2..85fc3c03a3 100644
--- a/openflow.openapi.yaml
+++ b/openflow.openapi.yaml
@@ -376,7 +376,7 @@ components:
         type:
           type: string
           enum:
-            - forloopflow
+            - whileloopflow
         parallel:
           type: boolean
         parallelism:

From b018e7c018b7a3798c1a50c7f2bb3ef4338bf530 Mon Sep 17 00:00:00 2001
From: pyranota <92104930+pyranota@users.noreply.github.com>
Date: Fri, 18 Jul 2025 17:43:20 +0200
Subject: [PATCH 16/16] nit: remove error (#6230)

---
 backend/windmill-worker/src/python_versions.rs | 1 -
 1 file changed, 1 deletion(-)

diff --git a/backend/windmill-worker/src/python_versions.rs b/backend/windmill-worker/src/python_versions.rs
index 2f12d34dc6..99fa67f1fe 100644
--- a/backend/windmill-worker/src/python_versions.rs
+++ b/backend/windmill-worker/src/python_versions.rs
@@ -380,7 +380,6 @@ impl PyV {
 
         if output.status.success() {
             let res = String::from_utf8(output.stdout)?;
-            tracing::error!("{}", &res);
             let list = serde_json::from_str::<Vec<serde_json::Map<String, Value>>>(&res)?
                 .into_iter()
                 .filter_map(|e| {