- Build your Gen AI services from A to Z using ChatFAQ frameworkCalle de Génova, 20, Madrid
Introduction (10 minutes): We'll start by briefly presenting the history behind ChatFAQ, the open-source framework financed by red.es and the #NextGen program to build GenAI services. We will also address the current market issues and our fresh feedback from VivaTech.
ChatFAQ Framework Architecture (5 minutes): We will present the two existing architectures to build GenIA services: the LLM fine-tuning approach and the RAG approach.
Demo (30min) :
Build Phase: We will showcase how to build a service from A to Z using ChatFAQ, covering:- The Knowledge base creation and indexing
- The retriever model selection
- The prompt engineering
- The LLM selection
- The RAG creation
- The Widget customization
We will then test our application through our created widget.
Maintenance Phase: We will analyze our conversations and see how an admin user can leverage ChatFAQ to improve its services
- Quantitative Dashboard usage
- Knowledge base maintenance
- Conversation analysis
- Interactions clustering
Roadmap (5min): We will finish our presentation by presenting you our product roadmap and improvements we are working on.
Q&A Session (20 minutes): We'll wrap up the event with an engaging Q&A session, where you'll have the opportunity to ask your questions about ChatFAQ, its implementation, and the challenges around enterprise use.
Networking & Drinks (1 hour): Engage with the meetup audience over a few drinks and food.