Agent Father: Conversation Flow

Updated Conversation Flow (v3.0.1 with LangChain Tools)

┌─────────────────────────────────────────────────────────────────┐
│                    USER STARTS AGENT CREATION                     │
│              (e.g., "Create an OpenAI agent")                     │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 1: Agent Name                                               │
│  ❓ "What would you like to name your agent?"                    │
│  💬 User: "My Assistant Agent"                                   │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 2: Agent Intro Message                                      │
│  ❓ "What should be the intro message?"                        │
│  💬 User: "Hello! I'm your AI assistant."                     │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 3: System Prompt                                          │
│  ❓ "What system prompt would you like to use?"                │
│  💬 User: "You are a helpful assistant"                       │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 4: API Key                                                │
│  ❓ "Enter the API key you would like to use"                  │
│  💬 User: "sk-..."                                            │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 5: Model Name                                             │
│  ❓ "What's the model name?"                                   │
│  💬 User: "gpt-4o"                                            │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 6: Temperature                                            │
│  ❓ "What temperature would you like to set?"                  │
│  💬 User: "0.7"                                               │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 7: Timeout                                                │
│  ❓ "What would you like to set for request timeout?"          │
│  💬 User: "15000"                                             │
└─────────────────────────────────────────────────────────────────┘
                              ↓
╔═════════════════════════════════════════════════════════════════╗
║                       🆕 NEW FEATURES                           ║
╚═════════════════════════════════════════════════════════════════╝
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 8: Enable Built-in Tools                        🆕        │
│  ❓ "Would you like to enable built-in tools?"                 │
│                                                                 │
│  🔘 Yes, enable tools                                          │
│  🔘 No, just simple chat                                       │
└─────────────────────────────────────────────────────────────────┘
                              ↓
                    ┌─────────┴─────────┐
                    │                   │
            [if YES]│                   │[if NO]
                    ↓                   ↓
┌──────────────────────────────┐  ┌────────────────────────────┐
│  Step 9a: Tools Whitelist    │  │  Step 9b: Skip Tools       │
│                       🆕      │  │  (Set empty whitelist)     │
│  ❓ "Which tools to enable?" │  │                            │
│                              │  │  Properties set:           │
│  🔘 Enable all tools         │  │  • builtInToolsWhitelist:[]│
│  🔘 Calculator & Web Search  │  └────────────────────────────┘
│  🔘 Calculator, Web, DateTime│                 │
│  💬 ["calculator","datetime"]│                 │
└──────────────────────────────┘                 │
                    │                            │
                    └────────────┬───────────────┘
                                 ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 10: Conversation History Limit                    🆕      │
│  ❓ "How many conversation turns to include in context?"       │
│                                                                 │
│  🔘 10 turns (recommended)                                     │
│  🔘 20 turns                                                   │
│  🔘 Unlimited (-1)                                             │
│  💬 "15"                                                       │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│  Step 11: Confirmation                                          │
│  ❓ "Continue with creating this connector agent?"               │
│                                                                 │
│  🔘 Create the agent!                                            │
│  🔘 Cancel this                                                │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│                    AGENT CREATION PROCESS                         │
│  • Create behavior rules                                        │
│  • Create langchain config (with new params) 🆕                 │
│  • Create output set                                            │
│  • Create package                                               │
│  • Create agent                                                   │
│  • Deploy agent                                                   │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│                     ✅ SUCCESS MESSAGE                          │
│  "It's all done! Your agent was successfully created!"            │
│  • Link to chat with agent                                        │
│  • Link to managed agent API                                      │
└─────────────────────────────────────────────────────────────────┘

---

Quick Reply Options Summary

Step 8: Enable Built-in Tools

Button	Value	Description
Yes, enable tools	true	Enables AI agent mode with tools
No, just simple chat	false	Standard chat mode only

Step 9a: Tools Whitelist (Conditional)

Button	Value	Result
Enable all tools	[]	All 8 tools available
Calculator & Web Search	["calculator","websearch"]	Only 2 tools
Calculator, Web, DateTime	["calculator","websearch","datetime"]	Only 3 tools

Manual Entry Example:

["calculator", "websearch", "datetime", "weather"]

Step 10: Conversation History Limit

Button	Value	Context Size
10 turns (recommended)	10	Last 10 conversation exchanges
20 turns	20	Last 20 conversation exchanges
Unlimited	-1	All conversation history

---

Conditional Flow Logic

Tools Whitelist Decision

if (enableBuiltInTools === "true") {
    → Show "ask_for_tools_whitelist"
    → Set builtInToolsWhitelist from user input
} else {
    → Action: "skip_to_conversation_history"
    → Set builtInToolsWhitelist = []
}

Implementation in Behavior Rules

{
  "name": "Ask for tools whitelist",
  "actions": ["ask_for_tools_whitelist"],
  "conditions": [
    {
      "type": "dynamicvaluematcher",
      "configs": {
        "valuePath": "properties.enableBuiltInTools",
        "valueOperator": "equals",
        "value": "true"
      }
    }
  ]
}

---

Generated Configuration Example

After completing all steps, Agent Father generates this langchain configuration:

{
  "tasks": [
    {
      "actions": ["send_message"],
      "id": "openai",
      "type": "openai",
      "description": "Integration with OpenAI API",
      "parameters": {
        "systemMessage": "You are a helpful assistant",
        "addToOutput": "true",
        "apiKey": "sk-...",
        "modelName": "gpt-4o",
        "timeout": "15000",
        "temperature": "0.7",
        "logRequests": "true",
        "logResponses": "true"
      },
      "enableBuiltInTools": true, // 🆕 NEW
      "builtInToolsWhitelist": [
        // 🆕 NEW
        "calculator",
        "websearch",
        "datetime"
      ],
      "conversationHistoryLimit": 10 // 🆕 NEW
    }
  ]
}

---

State Management

Properties Set During Flow

Step	Property	Source	Scope
1	agentName	User input	conversation
2	intro	User input	conversation
3	prompt	User input	conversation
4	apiKey	User input	conversation
5	modelName	User input	conversation
6	temperature	User input	conversation
7	timeout	User input	conversation
8 🆕	enableBuiltInTools	Quick reply / input	conversation
9 🆕	builtInToolsWhitelist	Quick reply / input / default	conversation
10 🆕	conversationHistoryLimit	Quick reply / input	conversation

---

Error Handling & Validation

User Input Validation

• API Key: No validation (passed as-is)

• Model Name: No validation (provider-specific)

• Temperature: Expected numeric string (0.0-1.0)

• Timeout: Expected numeric string (milliseconds)

• enableBuiltInTools: Must be "true" or "false"

• builtInToolsWhitelist: Must be valid JSON array or empty

• conversationHistoryLimit: Must be numeric (-1, 0, or positive)

Quick Replies Ensure Valid Input

All critical fields have quick reply buttons to ensure valid values.

---

User Experience Timeline

Phase	Steps	Duration	User Effort
Basic Config	1-7	~2 min	Standard
Tools Config 🆕	8-10	+30 sec	Low (quick replies)
Confirmation	11	~10 sec	One click
Creation	Auto	~5 sec	None (automated)
Total	11 steps	~3 min	Minimal

---

Comparison: Before vs After

Before (v3.0.0)

• Steps: 8

• Questions: 7

• Tools Support: ❌

• History Control: ❌

• Agent Mode: ❌

After (v3.0.1) 🆕

• Steps: 11

• Questions: 10

• Tools Support: ✅ (8 tools available)

• History Control: ✅ (flexible limits)

• Agent Mode: ✅ (conditional)

---

Flow Version: 3.0.1 Last Updated: 2025 Applies to: All 7 LLM providers