Recipes

Practical construction guides for turning ideas into working AI workflows, assistants, knowledge systems, and automation patterns.

Agentic CRM Recipe
A practical recipe for building an agentic CRM that captures context, manages records, and drives follow-up actions automatically.
ChatBotKit Models API Recipe
A hands-on recipe for working with the ChatBotKit Models API, covering model selection, requests, and integration into your application.
AI Chatbot Website Guide
A practical guide to adding an AI chatbot to your website with ChatBotKit, covering setup, persona, knowledge, embedding, and measuring engagement.
Building an Automated Support Agent
A step-by-step guide to building an automated customer support agent with ChatBotKit, covering tone, knowledge sources, escalation, edge cases, and evaluation.
Multi-agent Workflow Design
A step-by-step recipe for designing multi-agent workflows with ChatBotKit, covering responsibilities, handoffs, shared context, evaluation, and deployment.
Chatbot Migration to ChatBotKit
A step-by-step recipe for migrating an existing chatbot to ChatBotKit, covering auditing, exporting knowledge and flows, recreating tools, testing parity, and rolling over.
ChatBotKit Webhooks Integration
A step-by-step recipe for connecting a ChatBotKit agent to external systems with webhooks, covering triggers, authentication, failures and retries, and testing.
User Onboarding with ChatBotKit
A step-by-step recipe for building a user onboarding assistant with ChatBotKit, covering the onboarding journey, knowledge, proactive prompts, and measuring activation.
Memory Management in ChatBotKit
A step-by-step recipe for managing memory and context in a ChatBotKit agent, covering short- and long-term memory, personalization, privacy, and consistency.
AI Chatbot Building Comparison
A balanced comparison of building an AI chatbot on raw LLM APIs versus using ChatBotKit, covering infrastructure, RAG, memory, tools, scaling, and a decision framework.
AI Lead Qualification Recipe
A step-by-step recipe for building an AI lead qualification assistant with ChatBotKit, covering qualifying questions, intent scoring, CRM handoff, privacy, and success metrics.
RAG Chatbot with ChatBotKit
A step-by-step recipe for building a RAG chatbot with ChatBotKit that answers from your own documents, covering chunking, embeddings, retrieval, citations, and testing.