- Quick LLM Agent bot setup (10 minutes)
Not every project or company needs complex dialog trees, manual API calls, or advanced setup. Sometimes, you just want a working bot in minutes to answer FAQs, act as a receptionist, or guide customers naturally.
This tutorial shows you how to create such a bot using only LLM modules. No complicated workflows, just prompts to get your assistant up and running in minutes.
Why use Prompt-First bots instead of creating your own dialog flow logic manually?
🚀 Fast setup – create an MVP in minutes
Natural conversations – LLM-powered replies, not rigid menus or static answers
Low effort – no need to configure or learn how to build dialog flows
Scalable – start small, expand later with all features our platform provides
Use this approach if you want to quickly validate your use case, cover FAQs, or handle simple assistant roles. Later, you can extend it with advanced features whenever you’re ready.
Modules for Prompt-Based Bots
In our platform we use two modules to handle LLM driven conversations:
1. 🤖 AI Agent
The AI Agent module acts like a GPT-style assistant inside your bot.
Add a custom prompt to guide behavior
Remembers conversation history
Can trigger Intents as breakpoints to hand over control
Can call your configured API integrations
Learn about all features and settings in 🤖 Agent Module
Example uses:
Receptionists, booking assistants, triage bots
Smaller, instruction-driven setups
Natural, flexible conversation flows
2. đź“š AI Knowledge
The AI Knowledge module powers bots with your documents, websites and other data sources.
Upload multiple data sources (PDFs, FAQs, web pages) that updates automatically
Bot retrieves the most relevant information and replies
Optionally show sources for transparency
Learn more in 🧠AI Knowledge
Best for:
FAQ bots with many documents
Support bots that need accurate, reference-based answers
Cost-effective self-service solutions that avoids chit chat with users and only responds with relevant sourced data
Agent module is able to access the AI Knowledge data sources too (“Use AI KB” option in module settings)
Which One Should I Use?
Start with AI Agent → if you want a dynamic GPT like experience assistant guided by your prompts with ability to use APIs, data sources in AI Knowledge library and more.
Start with AI Knowledge → if you only need FAQ-style answers from your data sources and don’t want your bot to be too much conversational.