* draft mcp client
* testing
* fix
* cleaning
* mcp resource in inputtransforms
* cleaning
* big cleaning
* cleaning
* no arc
* add utils file
* refactor tools
* add mcp actions
* draft frontend
* send arguments from backend
* better frontend
* cleaning
* use token for auth
* add logo
* rm
* fix
* fix
* chore: refactor mcp for ai agents (#6829)
* Add Tool enum for AIAgent with backward compatibility
- Created Tool enum that can be either Windmill (FlowModule) or Mcp (resource reference)
- Created McpToolRef struct to hold MCP resource path
- Implemented custom Deserialize for Tool with backward compatibility:
- New format: {type: 'windmill'|'mcp', ...}
- Old format: FlowModule objects (automatically wrapped in Tool::Windmill)
- Updated AIAgent to use Vec<Tool> instead of Vec<FlowModule>
- Updated FlowValue::traverse_leafs to handle Tool enum
- Backward compatible: old flows with Vec<FlowModule> will deserialize correctly
* Refactor AI executor to process Tool enum instead of extracting MCP from input_transforms
- Separate Windmill tools and MCP resource paths from tools list
- Process Windmill FlowModules into Tool definitions
- Load MCP tools from resource paths in Tool::Mcp variants
- Remove old logic that extracted mcp_resources from input_transforms
- Import FlowModule, remove unused InputTransform
- Fix type issues: use .as_str() for path and handle Option<bool> properly
* handle in args
* mcp as flowmodule
* frontend
* config for mcp
* simplify logic
* fix ai executor logic
* cleaning
* clean frontend
* fix
* better resource picker
* fix and styling
* add endpoint to fetch tools
* apply tool filtering
* fix name validation
* better ui
* use cache
* fix
* fix merge
* refactor: Separate MCP tools from FlowModule in AIAgent
- Add new AgentTool, ToolValue, and McpToolValue types
- Update AIAgent to use Vec<AgentTool> instead of Vec<FlowModule>
- Implement From traits for clean conversion between AgentTool and FlowModule
- Add backward compatibility via custom deserializer for AgentTool
- Simplify resolve_module logic by reusing existing resolve_modules function
- Update traverse_leafs to handle AgentTool structure
This refactoring separates MCP tools from FlowModule tools, making the
type system clearer and eliminating the need to treat MCP servers as
a special case of FlowModule.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* refactor: Update ai_executor and worker_lockfiles for AgentTool
- Update ai_executor.rs to handle new AgentTool structure
- Separate MCP tools from FlowModule tools using ToolValue enum
- Convert AgentTool to FlowModule for backward compatibility
- Add imports for AgentTool and ToolValue types
- Update worker_lockfiles.rs for lazy loading optimization
- Convert AgentTool <-> FlowModule in insert_flow_modules
- Preserve lazy loading for FlowModule tools via modules_node
- Keep MCP tools inline (lightweight, no need for lazy loading)
- Maintain backward compatibility with existing flows
This enables the lazy loading optimization for FlowModule tools while
keeping MCP tools inline, balancing performance and simplicity.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* cleaning
* adapt frontend
* cleaning
* cleaning
* type fix
* cleaning
* fix back comp
* move mcp button position
* nit
* cleaning
* fix nested removal
* cleaning
* opti
* fix chat markdown display
* fix chat messages layout
* fix back comp frontend
* fix deserializer
* nit
* simpler serializer
* use if else
---------
Co-authored-by: Claude <noreply@anthropic.com>
* add toggle option + chat interface
* backend impl
* draft
* put info in schema
* Revert "backend impl"
This reverts commit c534eeb49986424e2c12e2c5642be4e17ba380d1.
* chat interface in flow input
* cleaning
* add logic for running flow + styling
* handle historic args
* fix frontend changes
* add tables
* add conv list
* add endpoints
* adapt frontend
* list message logic
* save message in db
* save response in db
* cleaning
* better migrations
* refresh on new conv
* better logic for messages
* nit
* genere conversation uuid from frontend
* store chat mode info in flow status
* better ui for chat
* collapse chat
* ui
* infinite scroll on convs
* infinite scroll on messages
* fix ui
* new chat entry on new
* cleaning
* change setting logic
* fix test logic from flow input
* move toggle to input
* add warning modal when enabling chat mode
* add summary and explanation on inline script
* add hint for chat mode on user_message desc
* show chat message instead of input in graph
* add warning for triggers
* one logo when not expanded
* use infinitelist for conversations
* add warning when deployment in progress
* full width button
* better icon for menu
* better input + nits
* put toggle in action
* use waitjob
* cleaning
* cleaning
* scroll on new + cleaning
* use enum
* fix logic
* full screen
* cleaning
* exit on updatesqlx error
* Update SQLx metadata
* fix
* cleaning
* add for wait result endpoint
* add missing drop
* delete cascade
* fix: use macro version of query_as in flow_conversations.rs
Use sqlx::query_as! macro instead of query_as function for compile-time
SQL validation and better type safety
Co-authored-by: centdix <centdix@users.noreply.github.com>
* fix: update comment to clarify conversation message update condition
The comment now accurately reflects that the update happens when
it's a flow and it's done (flow_is_done)
Co-authored-by: centdix <centdix@users.noreply.github.com>
* fix: only parse chat_input_enabled if conditions are met
Move the parse_chat_input_enabled() call inside the condition check
to avoid unnecessary parsing when the flow is not done or unsuccessful
Co-authored-by: centdix <centdix@users.noreply.github.com>
* fix: use the same transaction for conversation creation
Pass transaction to get_or_create_conversation_with_id instead of
creating a new one, ensuring all operations are atomic
Co-authored-by: centdix <centdix@users.noreply.github.com>
* fix: remove update trigger and handle updated_at in application code
Remove the database trigger that automatically updates conversation
timestamp and instead update it explicitly when creating messages.
This gives better control and consistency.
Co-authored-by: centdix <centdix@users.noreply.github.com>
* Update SQLx metadata
* cleaning
* feat(aiagent): handle memory (#6719)
* implement memory
* s3 logic for memory
* fix typo
* much cleaner
* cleaning
* cleaning
* only if chat
* display nit
* nit
* fix stack overflow
* cleaning
* use len arg from input
* cleaning
* change order
* delete memory when conv deleted
* cleaning
* nit
* show description in expr mode
* opti
* opti
* updatee ref
* store string as simple string
* use markdown
* do not wait for deletion
* add delete loading
* fix logic
* fix markdown
* Update ee-repo-ref.txt
* Update SQLx metadata
* fix in test interface
* nit
* nit
* fix layout
* use memory_id to store memory
* shorter description
* rls + grant
* fix text overflow
* extract output from res
* cleaning
* handle streaming
* cleaning
* fix tool error
* nit
* update ref
* fix
* Update SQLx metadata
* nit
---------
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.com>
Co-authored-by: centdix <centdix@users.noreply.github.com>
Co-authored-by: Ruben Fiszel <ruben@windmill.dev>
* feat: ai agent steps base
* better backend and graph
* feat: anthropic, log viewer
* nit
* fix(frontend): hide tool nodes from timeline
* move ai agent actions from flow status to flow status module
* nits and workspace/hub scripts support
* tmp ref
* fix merge
* feat: display agent tools status in the graph
* fix reactivity
* fix flow status
* nit
* fix step history not refreshing with staticInputs
* fix array of obj not showing up in json editor in test this step
* datatable scales correctly in DisplayResult and scrolling is much more usable
* avoid next button disapearing and changing layout / hurting ux
* nits
* fix bug when renaming module A to B then module C to A, C takes the schema of A
* fix bug with comments in sql repl
* fix aggrid theme randomly not loading
* bindable script
* better delete button in db manager
* property select doesnt exist
* fix all warnings
* delete $flowStateStore[id] on delete
* migrate FlowPreviewContent to svelte 5
* run background preview from input panel
* share local run test
* Show approval in graph is testing in graph
* use component and props instead of portal for approval in graph
* Add a toggle to show module status in graph
* open module result after each run
* Fix module reactivity issue
* Add test flow button
* Extract preview run logic from flowPreviewContent
* Revert "Extract preview run logic from flowPreviewContent"
This reverts commit a39c70a920.
* nit
* lazy load preview content
* create component for flow preview button
* open preview v0
* open preview v1
* connect open preview button
* improve graph run display
* enable cancel preview
* Run test flow from input panel
* nit
* wip
* Use global context instead of module context for moduleTestState
* nit
* fix flow preview rendering
* Add testJob to modulesTest context
* update module status based on individual test data
* fix: clear job status on run preview
* detatch run buttons from input node
* move preview job in FlowEditorContext
* move outputPickerOpenFns to FlowEditorContext
* add result panel
* Add result output picker
* add status to loops and branch
* add open detail button to result panel
* fix test up to
* clean unnecessary binding
* clean
* Make iteration annotation smaller in editmode
* detatch test button to and aproval from node
* prevent flow edition during execution
* Prevent step test run during flow run
* Show approval in graph edges
* prevent opening output popover if node is outside the graph
* fix pointerdownOutside action
* fix test up to dropdown not closing
* fix test up to
* nit
* change job status badge display
* fix running status
* Enable test flow in Dev
* fix darkmode
* fix node panel display in Dev
* fix test flow button positionning
* fix suspend in subflows
* improve lazy load of preview
* prevent preview data unmount on close drawer
* clean code
* move flowjob into flow context
* Revert "move flowjob into flow context"
This reverts commit 939e9dbaaf.
* clean context
* nit
* fix dark mode status view
* fix test button alignment
* clean job status on deleted step
* fix retry bad status display
* Detect flow change
* Update frontend/src/lib/components/flows/header/FlowPreviewButtons.svelte
Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
---------
Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
* move settings and static inputs into top node
* Move test button in the top nodes
* Revert "Move test button in the top nodes"
This reverts commit 1c8648a538.
* Add error handler to top toolbar
* nit
* polishing
* add flow settings to topbar dropdown
* remove unused files
* progress
* progress
* fixes
* fix
* fix
* fix
* fix
---------
Co-authored-by: Ruben Fiszel <ruben@rubenfiszel.com>
Co-authored-by: Ruben Fiszel <ruben@windmill.dev>
* Add initial loading status for flow steps
* Add loading state
* reset module initial if test flow initial is reset
* ensure all jobs are loaded before unmouning the preview
* only use loadIndividualStepsStates when no history
* Revert "only use loadIndividualStepsStates when no history"
This reverts commit bfc37b7e7f.
* wait for all flow child to be loaded befor loading flowSteps
* Revert "wait for all flow child to be loaded befor loading flowSteps"
This reverts commit 7da81756b0.
* Load individual steps on flow load
* Add loading status in graph
* Use a context to manage initial state and save to local storage
* Handle new flow
* nit
* nit
* nit
* Prevent loading step when mock is enabled
* Load jobs based on last flow run
* Revert "Load jobs based on last flow run"
This reverts commit 212cb7f785.
* Change step initial display status
* nit
* Add parallelisation limit on step job loading
* runs on svelte 5
* Line component from svelte-chartjs
* Replaced all svelte-chartjs occurrences with custom wrapper
* Fix props mistake
* Fix illegal table structures
* self-closing-tags fix
* aria labels
* Fixed trivial warnings and errors
* @tanstack/svelte-table fix
* upgrade to vite 6
* svelte-kit sync before running svelte-check
* Remove on:clear which is actually on:removeAll and already handled by on:change
* fix worker tags not displaying in Autoscaling
* Try to fix svelte-kit sync not working during CI
* remove warnings
* Fix add flow page crashing
* access worldStore before assignment fix
* fix infinite recursions in App Editor
* Replaced JSON.stringify with proper deepEqual
* component mount api changed (no longer classes)
* fix ci errors
* Fix infinite loops in background runnable panel
* factored effect on deep equal logic in onObjChange
* fix "Add" not working in AgGrid Table
* Replaced legacy component.$set api
* Fix multiselect infinite value reaction
* Fix flow input fields resetting when opening their edit tab
* fix date input resetting when typing year
* Remove !p-0 affecting subgrid dotted borders
* fix missing debounceTemplate causing hundreds of updates
* Fix AgGrid action refreshes and disppearing
* resolve getItems generating random ids every rerun
* fix cannot access items before init
* fix sort lambda arguments being undefined
* Revert "Remove !p-0 affecting subgrid dotted borders"
This reverts commit c62809bb45d682a48376b071680645ed4e1c601b.
* fix input not updating in decision tree editor
* Update frontend/src/lib/components/schema/EditableSchemaWrapper.svelte
Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
* Re-added padding affecting subgrid dotted borders (#5479)
* remove !p-0 in preset components
* removed extra padding on accordion tabs subgrid
* Fix non-reactive SchemaForm
* dirty fix for the oneOf bug
* Fix warnings and update svelte-exmarkdown for svelte 5
* fix dnd not working
* don't mount component like objects
---------
Co-authored-by: Diego Imbert <diegoimbert@protonmail.com>
Co-authored-by: Diego Imbert <70353967+diegoimbert@users.noreply.github.com>
Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
* fix(frontend): add support for step id change for forloops and branchone + add initial value for DebounchedInput
* fix(frontend): fix initial value of DebouncedInput
Guilhem
Ruben Fiszel
centdixandClaude
hugocasa
Diego Imbert
