Rasa

🎄 Looking for a productive way to spend your holiday downtime? Explore the Rasa Pro Holiday Learning Journey and take your conversational AI skills to the next level! From mastering CALM and optimizing LLMs to integrating voice assistants, this curated path covers everything you need to build smarter, scalable AI solutions. Start your journey now. Link in the comments. 👇 #ConversationalAI #AI #Developer #GenerativeAI #GenAI #Chatbot #AIAssistant #Rasa

Check out one of my favorite new features now available in Rasa Studio --> Flow Versions, the 'google doc history' of conversational AI. 👀 Want to learn about what else is new in Rasa? New product update blog linked below in the comments.

Looking to sharpen your conversational AI skills over the holidays? The CALM SUMMIT '24 Masterclass slides are available to help you level up: ✅ Fine-Tuning Large Language Models: Discover how to optimize LLMs for performance, cost, and reliability. ✅ Integrating Voice Technology: Explore advancements in voice recognition and seamless voice integrations. Link in the comments. 👇 #CALMSUMMIT24 #ConversationalAI #VoiceAI #LLMs #Voice #Developer #Rasa

I recently read a blog by Alan Nichol from #Rasa about our common reliance on the "prompt+pray" method to manage hallucinations in LLMs, a significant reliability issue when deployed in production. The key challenge with LLM reliability is their non-deterministic nature—they are essentially creative machines that often produce inaccurate outputs for tasks requiring deterministic results. E.g. consider an LLM incorrectly fetching your flight PNR. Simply adjusting the prompts doesn't reliably correct such errors. Agentic frameworks are designed to tackle this by blending the creative capabilities of LLMs with specific deterministic tools for each task. Rasa has introduced the CALM framework in their paper "Task-Oriented Dialogue with In-Context Learning." I haven't yet implemented it in practice, but I'm eager to see how it compares to my current setups with LangChain and CrewAI agents. A special shoutout to Daksh Varshneya, a familiar name among the paper's authors.

On #generativeai for enterprise applications, I just can not fault Alan Nichol’s logic… I’m paraphrasing, but the gist is… On #retrievalaugmentedgeneration… “If fifty thousand people ask for your opening hours every week, why pay (and wait) to regenerate the same tokens every time. A mature app should only generate when it’s actually saying something new.” On #agenticai… “LLM Agents figure out their business logic on-the-fly every time a user interacts with them… as an architecture for a production app, I can’t really imagine anything worse.” Amen… 🙏 #ai #enterpriseai #aiagents

Are you still relying on "prompt and pray" approaches? In this clip from our webinar, The Future of Conversational AI in 2025, Rasa Co-Founder and CTO Alan Nichol talks about why this mindset won’t scale and what we’ll see more of next year. Watch as Alan unpacks the trends shaping conversational AI and how businesses can prepare for what’s ahead. Watch the webinar replay here: https://hubs.ly/Q02Zy2bJ0 #ConversationalAI #AI #Chatbot #GenerativeAI #AIAssistants #Rasa

We’re proud to announce that Rasa is part of the RegTech100 for 2025! This list recognizes the most innovative tech companies solving regulatory challenges in BFSI. With growing compliance demands and rising fines, businesses need tools that make staying compliant easier and more efficient. Rasa helps financial institutions navigate these challenges with conversational AI solutions that improve compliance, streamline customer interactions, and reduce operational strain. Check out the full list and learn more: https://hubs.ly/Q02_h1tV0 You can also watch this webinar replay to see how Rasa handles compliance for regulated industries: https://hubs.ly/Q02_gJ_-0 #RegTech100 #ConversationalAI #RegTech #Compliance #FinancialServices #Bank #Insurance #BFSI #Regulations #Chatbot #Rasa

Traditional IVR systems are clunky and frustrating. Natural language IVR changes the game by allowing customers to speak naturally, making interactions faster, smoother, and more intuitive. This blog breaks down how natural language IVR works, its benefits for businesses and customers, and tips for overcoming common challenges. Whether you're looking to improve call routing, reduce costs, or enhance customer satisfaction, this is a must-read. Full blog here 👉 https://hubs.ly/Q02_7DDd0 #Chatbot #NaturalLanguageProcessing #NLP #IVR #Voice #ConversationalAI #Voicebot #Rasa

Last chance to sign up for the webinar tomorrow! 👇

Leading with Data Ep 51 - 50M+ Downloads Unlocked: Tips to Building Impactful Voice AI This week, we have Alan Nichol, Co-founder & CTO of Rasa, a leading open-source conversational AI company that empowers developers to create advanced bots capable of more than just answering simple questions. With a rich academic background and a passion for innovation, Alan has built a thriving product, maintained an open-source version, and fostered a strong community around it: https://lnkd.in/gRdcDJq6 Here’s a glimpse of what you’ll discover in this episode: ➡️ Alan’s early journey and key milestones that shaped his career. ➡️ The story behind the birth of Rasa and its incredible growth. ➡️ Key milestones following Rasa’s release and its impact on conversational AI. ➡️ A deep dive into Rasa’s current offerings, including open-source and enterprise features. ➡️ Emerging trends in conversational AI and what excites Alan most about the future. ➡️ Insights into the evolution of voice technology for industrial use cases and its potential as the first layer of conversation. Don't miss out on this thought-provoking conversation with Kunal Jain #LeadingWithData #GenerativeAI #DeepLearning