* refactor(ai): use responses API for OpenAI/Azure, create 'other' provider for completion endpoint
- Created new 'other.rs' provider using the OpenAI-compatible completion endpoint
- Refactored 'openai.rs' to use the Responses API for both text and image output
- Updated query_builder to route OpenAI/AzureOpenAI to OpenAIQueryBuilder
- All other providers (Mistral, DeepSeek, Groq, etc.) now use OtherQueryBuilder
- Updated OpenRouter to delegate to OtherQueryBuilder instead of OpenAIQueryBuilder
This prepares the codebase for adding websearch tool support using the Responses API.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(ai): add websearch as AI agent tool type
- Added WebsearchToolValue to ToolValue enum in flows.rs
- Updated all pattern matches to handle websearch tool type
- Added has_websearch parameter to run_agent function
- Websearch tools don't require additional configuration
This prepares the backend for provider-specific websearch implementations.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(frontend): add websearch as tool option in AI agent UI
- Added WebsearchTool type and utility functions to agentToolUtils.ts
- Added "Web Search" option in tool insertion menu (InsertModuleInner)
- Updated NewAIToolNode to handle pickWebsearchTool event
- Updated AIToolNode to render websearch tools properly
- Updated FlowModuleSchemaMap to create websearch tools
Users can now add websearch tools to AI agents through the UI.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(ai): implement websearch for OpenAI provider
- Added has_websearch parameter to BuildRequestArgs
- OpenAI provider now adds web_search tool to requests when enabled
- Uses OpenAI Responses API web_search tool type
- Websearch tool is added before other custom tools in the request
Implements websearch functionality for OpenAI and Azure OpenAI providers.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(ai): implement websearch for Anthropic provider
- Created anthropic.rs provider with native Anthropic API format
- Added web_search tool to Anthropic requests when enabled
- Anthropic uses /messages endpoint with x-api-key authentication
- Updated query_builder to route Anthropic to new provider
Implements websearch functionality for Anthropic Claude models.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat(ai): implement websearch for Gemini/GoogleAI provider
- GoogleAI now uses completion endpoint (other.rs) for text instead of responses API
- Added Google Search grounding when websearch is enabled
- Uses google_search_retrieval tool in request when has_websearch is true
- Updated parse methods to use OtherQueryBuilder for completion endpoint
Implements websearch functionality for Google Gemini models.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* fix frontend
* fix anthropic and openai
* better for gemini
* structured output
* cleaning
* fix validate tool
* fixes
* cleaning
* cleaning
* fix for openai
* no responses api for azure
* fixes
* fix
* add tests for ai agent
* avoid panic
* better tests
* test user images
* fix tool choice
* always use streaming backend side
* big cleaning
* show annotations plus agent action for open ai websearch use
* show annotations plus agent action for anthropic websearch use
* show annotations plus agent action for google websearch use
* nit forntend
* rm
* fix
* add test for image ouptut
* fix for azure
* add in openflow
* fix
* fix
* nit tests
* fixes
---------
Co-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
Co-authored-by: centdix <farhadg110@gmail.com>
* handle messages array for ai agent
* better
* nit
* make tool_calls and tool_call_id nullable
* fix empty json behavior
* nits
* cleaning
* feat(backend): replace messages/messages_context_length with history oneOf field
Replace the separate 'messages' array and 'messages_context_length' fields with
a single 'history' field that uses a oneOf discriminator.
The 'history' field can be either:
- 'auto' mode: automatically manages conversation history with memory, takes a
'context_length' number parameter
- 'manual' mode: bypasses memory and uses explicitly provided messages array
Backward compatibility is maintained: if 'messages_context_length' is provided
in the old schema format, it is automatically converted to 'auto' mode with the
specified context_length.
Co-authored-by: centdix <centdix@users.noreply.github.com>
* feat(frontend): replace messages/messages_context_length with history oneOf field
Replace the separate 'messages' array and 'messages_context_length' fields with
a single 'history' field in the AI agent schema.
The 'history' field uses a oneOf discriminator with two modes:
- 'auto': { mode: 'auto', context_length: number } - automatically manages
conversation history with memory
- 'manual': { mode: 'manual', messages: array } - bypasses memory and uses
explicitly provided messages
The schema includes comprehensive descriptions for each mode explaining the
behavior. The order array has been updated to include 'history' in place of
the old 'messages_context_length' and 'messages' fields.
Co-authored-by: centdix <centdix@users.noreply.github.com>
* fix(frontend): add support for 'mode' discriminator in oneOf rendering
Update ArgInput.svelte to properly handle oneOf schemas that use 'mode' as the
discriminator field, in addition to the existing 'kind' and 'label' support.
Changes:
- Updated tagKey derivation to check for 'mode' first, then 'kind', then 'label'
- Added 'mode' to the onOneOfChange function to track mode changes
- Added 'mode' to the list of keys excluded from enum validation
- Added 'mode' to hiddenArgs to prevent it from being shown in the form
- Added title fields to the history oneOf variants in flowInfers.ts
This allows the AI agent's history field to properly render with toggle buttons
for 'auto' and 'manual' modes.
Co-authored-by: centdix <centdix@users.noreply.github.com>
* fixes
* frontend fix
* nit
* cleaning
* cleaning
* better
* reword
* reword
---------
Co-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>
Co-authored-by: centdix <centdix@users.noreply.github.com>
* fix(backend): put for loop itered in a separate table
* Update SQLx metadata
---------
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* draft
* Phase 1: Remove deprecated granular flow AI tools
Simplify AI chat flow mode to use only YAML-based editing:
- Remove all commented-out granular tools (add_step, remove_step, set_code, etc.)
- Clean up FlowAIChatHelpers interface to only essential methods
- Update system prompts to focus on YAML-only workflow
- Remove unused imports and type definitions
This is part of a larger refactoring to simplify the flow editing
experience to a single YAML editing tool with automatic diff visualization.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* use minified json
* use openflow in system prompt
* handle inputs
* cleaning
* cleaning
* diffmode in flowgraph
* remove acceptrejectmodule
* use new diff mode
* cleaning
* better props
* better logic
* cleaning
* accept reject logic
* use get set
* draft manager
* use diff manager
* draft
* Refactor flowDiffManager to be instance-based with auto-computation
- Remove singleton export, making it instantiable per FlowGraphV2
- Add afterFlow state tracking for auto-diff computation
- Add beforeInputSchema/afterInputSchema for schema change tracking
- Add $effect for reactive auto-computation when beforeFlow/afterFlow changes
- Add setAfterFlow() and setInputSchemas() methods
- Simplify accept/reject methods to just mark pending=false
- Add validation to throw error when accepting/rejecting without beforeFlow
- Update setSnapshot to accept undefined for clearing
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Refactor FlowGraphV2 to own diffManager instance
- Import and create diffManager instance per FlowGraphV2
- Remove onAcceptModule and onRejectModule props
- Add validation $effect to error if both diffBeforeFlow and moduleActions provided
- Add $effect to sync props (diffBeforeFlow or moduleActions) to diffManager
- Add $effect to watch current flow changes and update afterFlow
- Replace computedDiff with diffManager.moduleActions
- Use raw modules instead of merged flow (diffManager handles merging)
- Expose getDiffManager() and setBeforeFlow() methods
- Pass diffManager to graph context instead of callbacks
- Remove $inspect for removed props
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Update FlowModuleSchemaMap to use FlowGraphV2's diffManager
- Remove import of flowDiffManager singleton
- Update setBeforeFlow to call graph.setBeforeFlow()
- Update setModuleActions and getModuleActions to use graph.getDiffManager()
- Add getDiffManager() proxy method
- Simplify handleAcceptModule and handleRejectModule to use new API
- Handle editor state separately from diff operations
- Remove diffBeforeFlow, moduleActions, onAcceptModule, onRejectModule props passed to FlowGraphV2
- Remove onAcceptModule and onRejectModule from Props interface and destructured props
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Update FlowAIChat to use flowModuleSchemaMap's diffManager
- Remove import of flowDiffManager singleton
- Update revertToSnapshot to use flowModuleSchemaMap.getDiffManager()
- Add null check for diffManager before using
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Verify FlowGraphDiffViewer compatibility with refactored architecture
FlowGraphDiffViewer already uses the correct prop patterns:
- Before graph: moduleActions prop (display-only mode)
- After graph: diffBeforeFlow prop (full diff mode with auto-computation)
Each FlowGraphV2 instance creates its own diffManager, making the side-by-side
view work correctly with independent diff state per graph.
No code changes required.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Update graph components to use diffManager instead of callbacks
- Update graphBuilder.svelte.ts to pass diffManager instead of onAcceptModule/onRejectModule
- Update InputNode and ModuleN type definitions with diffManager
- Update ModuleNode.svelte to pass diffManager to MapItem
- Update MapItem.svelte to pass diffManager to FlowModuleSchemaItem
- Update FlowModuleSchemaItem.svelte to use diffManager directly for accept/reject
- Replace callback-based accept/reject with direct diffManager calls
- Only show accept/reject buttons when beforeFlow exists and action is pending
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Fix removed modules not showing in diff viewer
Problem: After refactoring, removed modules were no longer appearing in the
diff viewer because we changed effectiveModules from using the merged flow
(which includes removed modules) to using raw modules.
Solution:
- Add mergedFlow state to flowDiffManager to store timeline's merged flow
- Add markRemovedAsShadowed parameter support for side-by-side view
- Store timeline.mergedFlow in auto-computation $effect
- Add getter for mergedFlow and setMarkRemovedAsShadowed method
- Clear mergedFlow in clearSnapshot()
- Update FlowGraphV2 to set markRemovedAsShadowed in diffManager
- Update effectiveModules/FailureModule/PreprocessorModule to use mergedFlow
The merged flow contains all modules including removed ones, enabling:
- Unified view: Removed modules appear in red with "removed" badge
- Side-by-side view: Removed modules show as shadowed in After graph
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Simplify accept/reject logic by removing actions instead of toggling pending state
Previously, accepting or rejecting a module action would set pending to false but keep the action in the moduleActions map. This caused a bug where the $effect would overwrite moduleActions with fresh actions having pending: true, making accept/reject buttons reappear on previously handled modules.
Now, when a user accepts or rejects a module action, we remove it entirely from the moduleActions map. This is simpler and fixes the button reappearing issue.
Changes:
- acceptModule: Remove action from moduleActions instead of setting pending: false
- rejectModule: Remove action from moduleActions instead of setting pending: false
- checkAndClearSnapshot: Check if moduleActions is empty instead of checking pending states
- Fix typo: getModuleFromFrom → getModuleFromFlow
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* cleaning
* fix logic
* make diff drawer part of manager
* accept submodules
* fixes
* Phase 4: Add checkAndApplyChanges() helper to flowDiffManager
- Added new checkAndApplyChanges() function to apply mergedFlow to flowStore when all changes are decided
- This replaces the old checkAndClearSnapshot() behavior and ensures flowStore is updated atomically
- Handles both flow structure and input schema updates
* Phase 2: Simplify acceptModule() - only modify mergedFlow
- Remove flowStore mutations from acceptModule()
- For removed modules: just delete the shadowed (__prefix) version from mergedFlow
- For added/modified: no action needed (already correct in mergedFlow)
- Call checkAndApplyChanges() to apply changes when all decided
* Phase 3: Simplify rejectModule() - only modify mergedFlow
- Remove all flowStore mutations from rejectModule()
- For added modules: delete from mergedFlow
- For removed modules: replace shadowed (__) module with original from beforeFlow
- For modified modules: restore old version in mergedFlow
- For Input schema: revert afterInputSchema
- Call checkAndApplyChanges() to apply changes when all decided
* Phase 5: Verify acceptAll/rejectAll work with new architecture
- acceptAll() and rejectAll() already pass options correctly to acceptModule/rejectModule
- They will automatically benefit from checkAndApplyChanges()
- No changes needed for this phase
* Phase 6: Remove FlowGraphV2 reactive effect that updates afterFlow
- Removed the (lines 252-266) that continuously updated afterFlow
- This effect created reactive loops when flowStore changed
- afterFlow should only be set once when AI generates changes via setFlowYaml()
- The initial sync effect (lines 226-250) is kept for prop-driven diff mode
* Phase 7: Update FlowAIChat setFlowYaml to use diffManager
- Changed setFlowYaml() to use diffManager.setAfterFlow() instead of modifying flowStore
- flowStore remains unchanged during AI review phase
- Changes are staged in mergedFlow for user review
- Only applied to flowStore when all changes are accepted/rejected
- Added error handling for missing diffManager
* Fix linter warnings
- Remove unused FlowTimeline type import
- Fix ChangeTracker initialization with proper type parameter
- Keep deleteModuleFromFlow and checkAndClearSnapshot for potential future use
* Update plan document with implementation status
- Mark all phases as complete
- Add commit references
- Update file checklist
- Add implementation summary at top of document
* Add comprehensive implementation summary document
- Detailed overview of architecture changes
- Before/after comparisons for each file
- Complete testing scenarios checklist
- Troubleshooting guide
- Migration notes and backwards compatibility info
* Show pending modules in editor panel
- Pass diffManager from FlowModuleSchemaMap to FlowEditorPanel
- Add effectiveModules derived value that uses mergedFlow when in diff mode
- Update module iteration to use effectiveModules instead of flowStore
- Allows users to view added/modified modules during AI review
- Fixes issue where clicking on pending modules showed nothing
* Add implementation summary for show pending modules feature
* fix
* shorter system prompt
* Fix Input schema diff mode issues
- Add Accept/Reject buttons to Input node (previously only showed Diff button)
- Pass diffManager to FlowInput component
- Add effectiveSchema derived value that uses afterInputSchema when in diff mode
- Add effectiveDisabled to prevent editing Input when reviewing AI changes
- Update FlowInputViewer to show pending schema changes
- Fixes issue where Input schema changes couldn't be accepted/rejected
- Fixes issue where pending Input schema wasn't visible in the panel
* Disable delete and move buttons when in pending mode
- Add effectiveDeletable derived value that checks diffManager.hasPendingChanges
- Replace all instances of deletable with effectiveDeletable in template
- Prevents delete/move operations when AI changes are being reviewed
- Delete and move buttons are hidden when there are pending changes
- Buttons reappear once all changes are accepted or rejected
- Prevents conflicting operations during review phase
* no move or delte when reviewing
* use context
* inline script reduction
* use json
* rollback to direct modif
* fix merge
* cleaning
* fix reject removed
* add set step code tool
* better prompt
* add back relevant tools
* add back accept reject
* use edit mode for pending
* fix input
* remove unneeded effect
* cleaner + bug fix
* fix failure and preprocessor
* fix show diff for failure module
* fix accept reject on failre module
* no auto add module to context
* cleaning
* add back effect
* cleaning
* fix multiple setflowjson
* track effectivemoduleactions for graph rendering
* nit prompt
* styling
* rm md files
* rm flake copy
* cleaning
* fix z index
* fix revert
* only change before after
* use add remove modify tools
* input + failure + preproc tools
* parsing issues
* nit
* use raw schema for tools
* resolve ref for gemini
* fix schema
* show test on graph
* much cleaner logic
* ignore empty assets
* Remove debug console.log statements from production code
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Remove debug $inspect calls from FlowGraphV2
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Add error logging to setFlowJson before re-throwing
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Standardize null/undefined handling to prefer null
- Use .nullable().optional() instead of .nullish() in Zod schemas
- Simplify addModuleToFlow signature to use string | null
- Coerce undefined to null when extracting parsed args
- Simplify null checks to only check !== null
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Remove debug console.log from AI tool functions
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Extract special module IDs to constants
Add SPECIAL_MODULE_IDS constant with INPUT, PREPROCESSOR, and FAILURE
to avoid magic strings throughout the flow AI chat code.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Add cleanup for diffDrawer reference on unmount
Prevents potential memory leaks by clearing the diffDrawer reference
when the FlowGraphV2 component is destroyed.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Use structuredClone instead of JSON.parse(JSON.stringify())
structuredClone is more efficient and type-safe for deep cloning objects.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Cache module lookups in reconstructMergedFlow
Move getAllModulesMap and getAllModuleIds calls outside the loop to avoid
redundant recomputation. Track merged IDs incrementally as modules are added.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Revert "Use structuredClone instead of JSON.parse(JSON.stringify())"
This reverts commit a62ba5b980.
* cleaning
* allow delete
* better openflow for ai agents + truncate system prompt
* handle ai agent tools
* fix set code for tool
* fix wrong cancel request called
* mark tool calls as canceled
* get lang instructions
* use streamiing args
* give db url to claude
* fix revert
* save and clear when leaving editor
* keep whitespace in user message
* uniformize colors
* fix diff button
* remove db from backend claude
* remove move module tool
* no failure and preprocessor
* fix error given to llm
* fix z index
* fix ts errors
* cleaning
* fix add module logic
* fix(copilot): add 'tools' to branchPath description for aiagent containers
The branchPath parameter description was missing 'tools' option for aiagent
containers and didn't mention branchall support.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix(copilot): correct AI agent tool IDs and summaries documentation
Tool summaries CAN contain spaces (they're human-readable descriptions).
Only tool IDs must avoid spaces.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix(copilot): remove reference to non-existent set_flow_json tool
The set_module_code tool description referenced set_flow_json which
doesn't exist as an exposed tool (it's an internal helper).
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix(copilot): clarify inspect_inline_script is read-only
The tool description incorrectly suggested it could modify code.
This tool only inspects - use set_module_code to modify.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix(copilot): clarify afterId behavior for AI agent tools
Updated wording to clarify that afterId can be used but is optional
for AI agent tools since tool order doesn't affect execution.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* refactor(copilot): remove unused id param from get_instructions_for_code_generation
The id parameter was only used to check for preprocessor, which is no
longer needed. Simplified the tool to only require the language param.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* docs(copilot): add result format to search_scripts tool description
Helps AI understand what data format to expect from the tool.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* docs(copilot): add result format to resource_type tool description
Helps AI understand what data format to expect from the tool and
provides example resource type names.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* nit
* Add support for adding branches to branchall/branchone via add_module
Previously, add_module could only add modules inside existing branches.
Now, using insideId with branchPath=null will add a NEW branch to a
branchall or branchone container.
API:
- add_module({ insideId: "my_branchall", branchPath: null, value: { summary: "New Branch", skip_failure: false, modules: [] } })
- add_module({ insideId: "my_branchone", branchPath: null, value: { summary: "Condition", expr: "...", modules: [] } })
Changes:
- Extended addModuleToFlow to handle branchPath=null case
- Updated validation to allow branchPath=null when adding branches
- Updated tool descriptions and system prompt documentation
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* nit
* add remove branch tool
* check all ids for duplicates
* no dup
* nit
* cleaning
* fix dup ids
* split core.ts
* only mount diff drawer if useful
* remove wrong logic
* update exprs
* fix
* chore(flow): Add unit tests to flow diff manager (#7291)
* setup
* add basic tests for flowdiff
* add complex tests
* fix branch issue
* more complex tests
* add flow diff manager tests
* add utils
* better handling of moved case
* more tests for move case
* add buggy test case
* rm
* rework config
* cleaning
* fix config
* rm
* fix for reverting type change module
* all good
* rm
* add missing testmode
---------
Co-authored-by: Claude <noreply@anthropic.com>
