Tutorials
Take a look at our collection of how-to's, best practices, videos and more in the tutorials category of our blog.
May 21st, 2025
Architecting Rasa Assistants: Why Business Logic Should Live in Flows, Not Custom Action
Soham Chatterjee
Marina Ashurkina
Discover why keeping business logic in flows makes your Rasa AI Assistant easier to build, maintain, and scale.
May 7th, 2025
Process Calling: Agentic Tools Need State
Alan Nichol
Process Calling helps AI assistants follow real business workflows, not just trigger tools. Learn how to build smarter conversations that stay reliable, efficient, and easy to manage.
April 2nd, 2025
Handling FAQs with Rasa and Faiss: How to implement RAG
Marina Ashurkina
A hands-on tutorial to set up an AI assistant using Rasa and Faiss vector search library to handle frequently asked questions from your knowledge base.
April 1st, 2025
New Rasa CALM Starter Pack: Telecom
Amina Derouiche
The Rasa Telecom Chatbot Starter Pack gives teams a ready-to-use solution to deploy AI assistants that reduce costs, resolve issues quicker, and keep customers happy.
February 11th, 2025
New Rasa CALM Starter Pack: Retail Banking
Maxim-Carl Legault
Build AI assistants for retail banking with the Rasa CALM Starter Pack, featuring a demo assistant for transfers, balance checks, and payee management.
February 3rd, 2025
Self-improving CALM prompts Using DeepSeek R1
Alan Nichol
Daksh Varshneya
Discover how DeepSeek R1 helped diagnose and refine AI prompts, improving GPT-4o’s performance and revealing a path to more reliable conversational AI.
January 29th, 2025
Building a Voice Bot with Rasa and Cartesia
Souvik Ghosh
Learn to build a production-ready voice bot using Rasa, Deepgram for STT, and Cartesia for TTS in this hands-on tutorial.
January 22nd, 2025
Smaller LLMs, Smarter Costs: Context Rephrasing
Justina Petraitytė
Alan Nichol
Cut costs and improve conversations using open-source small LLMs for contextual rephrasing and natural-sounding AI assistants.
December 20th, 2024
Level Up Your Conversational AI Skills: A Holiday Learning Journey with Rasa Pro
Alan Nichol
Hugo Bowne-Anderson
Justina Petraitytė
Boost your AI skills this season with Rasa Pro. Follow a curated path covering CALM, LLM tuning, evaluation, and voice assistant tools.
October 1st, 2024
Reliable Agentic Bots with Llama 8B
Alan Nichol
Hugo Bowne-Anderson
Daksh Varshneya
Discover how reliable agentic bots with Llama 8B offer faster, cost-efficient, and scalable solutions for conversational AI.
September 19th, 2024
Guide to Objective and Valid Evaluation of Chatbot Implementations
Alan Nichol
Hugo Bowne-Anderson
Daksh Varshneya
Learn how to use clear evaluation metrics to gauge the success of a conversational AI tool, notably in areas like scalability, latency, and solution rate.
August 8th, 2024
Cut AI Assistant Costs by 77.8% with Business Logic-Enhanced LLMs
Hugo Bowne-Anderson
Alan Nichol
Daksh Varshneya
Many are struggling to choose the right AI assistant approach. We compared CALM vs LangChain / LangGraph on key metrics. Check out the results in the blog.
April 18th, 2024
Exploring Rasa's New Video Tutorial Series on CALM
Kara Hartnett
If you're new to conversational AI or have used Rasa in the past, this video series will enhance your skills in building enterprise-grade AI assistants.
February 29th, 2024
Elevate Chatbot Conversations with the Contextual Rephraser
Kara Hartnett
Discover how Rasa's Contextual Response Rephraser elevates chatbot conversations, making them more dynamic, engaging, and natural.
February 22nd, 2024
Webinar Replay: Level 4 Conversational AI: Customer Experiences
Kara Hartnett
Stay ahead in the rapidly changing field of AI communication. Watch the webinar replay today and be part of this transformative experience.