...

examples/ai/flow_test1.vsh

@@ -0,0 +1,30 @@
+#!/usr/bin/env -S v -n -w -gc none  -cc tcc -d use_openssl -enable-globals run
+
+import incubaid.herolib.ai.client
+
+mut cl := client.new()!
+
+// response := cl.llms.llm_local.chat_completion(
+// 	message:               'Explain quantum computing in simple terms'
+// 	temperature:           0.5
+// 	max_completion_tokens: 1024
+// )!
+
+response := cl.llms.llm_maverick.chat_completion(
+	message:               'Explain quantum computing in simple terms'
+	temperature:           0.5
+	max_completion_tokens: 1024
+)!
+
+println(response)
+
+// response := cl.llms.llm_embed_local.embed(input: [
+// 	'The food was delicious and the waiter..',
+// ])!
+
+// response2 := cl.llms.llm_embed.embed(input: [
+// 	'The food was delicious and the waiter..',
+// ])!
+
+
+println(response2)

lib/ai/flow_calendar/start.v

@@ -5,7 +5,7 @@ import incubaid.herolib.core.flows
 
 type CoordinatorProxy = flows.Coordinator
 
-pub fn (mut c CoordinatorProxy) start(prompt string) ! {
+pub fn start(mut c flows.Coordinator, prompt string) ! {
 	// init the heromodels, define well chosen name, needed to call later
 	mut m := heromodels.new(redis: c.redis, name: 'coordinator_${c.name}')!
 

lib/core/flows/coordinator.v

@@ -10,14 +10,17 @@ import incubaid.herolib.core.logger
 import incubaid.herolib.ai.client as aiclient
 import incubaid.herolib.core.redisclient
 import incubaid.herolib.data.paramsparser
+import incubaid.herolib.core.texttools
 
+@[heap]
 pub struct Coordinator {
 pub mut:
-	name   string
+	name         string
-	steps  map[string]Step
+	current_step string // links to steps dict
-	logger logger.Logger
+	steps        map[string]&Step
-	ai     aiclient.AIClient
+	logger       logger.Logger
-	redis  ?&redisclient.Redis
+	ai           aiclient.AIClient
+	redis        ?&redisclient.Redis
 }
 
 pub fn new() !Coordinator {
@@ -41,8 +44,8 @@ pub mut:
 }
 
 // add step to it
-pub fn (mut c Coordinator) step_new(args StepNewArgs) !Step {
+pub fn (mut c Coordinator) step_new(args StepNewArgs) !&Step {
-	return Step{
+	mut s := Step{
 		coordinator: &c
 		name:        args.name
 		description: args.description
@@ -52,4 +55,14 @@ pub fn (mut c Coordinator) step_new(args StepNewArgs) !Step {
 		error:       args.error
 		params:      args.params
 	}
+	s.name = texttools.name_fix(s.name)
+	c.steps[s.name] = &s
+	c.current_step = s.name
+	return &s
+}
+
+pub fn (mut c Coordinator) step_current() !&Step {
+	return c.steps[c.current_step] or {
+		return error('Current step "${c.current_step}" not found in coordinator "${c.name}"')
+	}
 }

lib/core/flows/run.v

@@ -0,0 +1,95 @@
+module flows
+
+import time as ostime
+
+// Run the entire flow starting from current_step
+pub fn (mut c Coordinator) run() ! {
+	mut s := c.step_current()!
+	c.run_step(mut s)!
+}
+
+// Run a single step, including error and next steps
+pub fn (mut c Coordinator) run_step(mut step Step) ! {
+	// Initialize step
+	step.status = .running
+	step.started_at = ostime.now().unix_milli()
+	step.store_redis()!
+
+	// Log step start
+	step.log(
+		level:   .info
+		message: 'Step "${step.name}" started'
+	)!
+
+	// Execute main step function
+	step.main_step(mut step) or {
+		// Handle error
+		step.status = .error
+		step.error_msg = err.msg()
+		step.finished_at = ostime.now().unix_milli()
+		step.store_redis()!
+
+		step.log(
+			level:   .error
+			message: 'Step "${step.name}" failed: ${err.msg()}'
+		)!
+
+		// Run error steps if any
+		if step.error_steps.len > 0 {
+			for mut error_step in step.error_steps {
+				c.run_step(mut error_step)!
+			}
+		}
+
+		return err
+	}
+
+	// Mark as success
+	step.status = .success
+	step.finished_at = ostime.now().unix_milli()
+	step.store_redis()!
+
+	step.log(
+		level:   .info
+		message: 'Step "${step.name}" completed successfully'
+	)!
+
+	// Run next steps if any
+	if step.next_steps.len > 0 {
+		for mut next_step in step.next_steps {
+			c.run_step(mut next_step)!
+		}
+	}
+}
+
+// Get step state from redis
+pub fn (c Coordinator) get_step_state(step_name string) !map[string]string {
+	if redis := c.redis {
+		return redis.hgetall('flow:${c.name}:${step_name}')!
+	}
+	return error('Redis not configured')
+}
+
+// Get all steps state from redis (for UI dashboard)
+pub fn (c Coordinator) get_all_steps_state() ![]map[string]string {
+	mut states := []map[string]string{}
+	if redis := c.redis {
+		pattern := 'flow:${c.name}:*'
+		keys := redis.keys(pattern)!
+		for key in keys {
+			state := redis.hgetall(key)!
+			states << state
+		}
+	}
+	return states
+}
+
+pub fn (c Coordinator) clear_redis() ! {
+	if redis := c.redis {
+		pattern := 'flow:${c.name}:*'
+		keys := redis.keys(pattern)!
+		for key in keys {
+			redis.del(key)!
+		}
+	}
+}

lib/core/flows/step.v

@@ -3,8 +3,20 @@ module flows
 import incubaid.herolib.data.paramsparser
 import incubaid.herolib.core.logger
 
+pub enum StepStatus {
+	pending
+	running
+	success
+	error
+	skipped
+}
+
 pub struct Step {
 pub mut:
+	status      StepStatus = .pending
+	started_at  i64  // Unix timestamp
+	finished_at i64
+	error_msg   string
 	name        string
 	description string
 	main_step   fn (mut s Step) ! @[required]

lib/hero/heromodels/prd_test.v

@@ -188,15 +188,9 @@ fn test_prd_list() ! {
 	mut mydb := db.new_test()!
 	// Clear the test database to ensure clean state
 	mydb.redis.flushdb()!
-
 	mut db_prd := DBPrd{
 		db: &mydb
 	}
-	// Clear any existing PRDs before running the test
-	existing_prds := db_prd.list()!
-	for prd_id in existing_prds {
-		db_prd.delete[ProductRequirementsDoc](u32(prd_id))!
-	}
 
 	// Create multiple PRDs
 	for i in 0 .. 3 {

lib/threefold/models_to_move/core/comment.v

@@ -1,54 +0,0 @@
-module core
-
-// Comment represents a generic commenting functionality that can be associated with any other model
-// It supports threaded conversations through parent_comment_id
-@[heap]
-pub struct Comment {
-pub mut:
-	id                u32    // Unique comment ID
-	user_id           u32    // ID of the user who posted the comment (indexed)
-	content           string // The text content of the comment
-	parent_comment_id ?u32   // Optional parent comment ID for threaded comments
-	created_at        u64    // Creation timestamp
-	updated_at        u64    // Last update timestamp
-}
-
-// new creates a new Comment with default values
-pub fn Comment.new() Comment {
-	return Comment{
-		id:                0
-		user_id:           0
-		content:           ''
-		parent_comment_id: none
-		created_at:        0
-		updated_at:        0
-	}
-}
-
-// user_id sets the user ID for the comment (builder pattern)
-pub fn (mut c Comment) user_id(id u32) Comment {
-	c.user_id = id
-	return c
-}
-
-// content sets the content for the comment (builder pattern)
-pub fn (mut c Comment) content(text string) Comment {
-	c.content = text
-	return c
-}
-
-// parent_comment_id sets the parent comment ID for threaded comments (builder pattern)
-pub fn (mut c Comment) parent_comment_id(parent_id ?u32) Comment {
-	c.parent_comment_id = parent_id
-	return c
-}
-
-// is_top_level returns true if this is a top-level comment (no parent)
-pub fn (c Comment) is_top_level() bool {
-	return c.parent_comment_id == none
-}
-
-// is_reply returns true if this is a reply to another comment
-pub fn (c Comment) is_reply() bool {
-	return c.parent_comment_id != none
-}

lib/threefold/models_to_move/flow/flow.v

@@ -1,4 +1,4 @@
-module flow
+	module flow
 
 // Flow represents a signing flow
 @[heap]