Champion
Nicolas Boitout
Citizen Central SRL
"Scaling Personalization with AI: Leveraging HuggingFace and RAG for Customized User Experiences"
This presentation will explore how the combination of HuggingFace's NLP models and vector databases can be used to tailor interactions, and ground them on a specific knowledge base (minimal hallucinations). By enriching the user’s prompts with information retrieved live from your organization, the LLM can deliver highly personalized content, assistance & recommendations. It significantly improves user engagement and satisfaction.
This presentation will explore how the combination of HuggingFace's NLP models and vector databases can be used to tailor interactions, and ground them on a specific knowledge base (minimal hallucinations). By enriching the user’s prompts with information retrieved live from your organization, the LLM can deliver highly personalized content, assistance & recommendations. It significantly improves user engagement and satisfaction.
Badges 2
Talks 1
- Voxxed Days Bucharest 2024
Scaling personalization with AI: leveraging HuggingFace and RAG for customized user experiences