Stephen Batifol

Join us for a conversation with Black Forest Labs' Developer Advocate Stephen Batifol. We will dive into design innovations and decisions, AI models and art, and the developer community.

Image generation is amazing, but editing? Most approaches either sacrifice quality for speed, or you get inconsistent results when users make iterative edits. Inference times is also a major bottleneck for real-world applications. In this talk, Andreas will share how Black Forest Labs solve these challenges with FLUX.1 Kontext.

Step inside the FLUX family - from open-weights you can fine-tune and customize, to advanced models built for high-quality results out of the box. In this interactive workshop, we’ll break down the differences between FLUX [dev], FLUX [pro], and FLUX Kontext, and explore where each shines.

While text-based RAG systems have been everywhere in the last year and a half, there is so much more than text data. Images, audio, and documents often need to be processed together to provide meaningful insights, yet most RAG implementations focus solely on text.

Milvus is an open-source vector database built to power Gen AI solutions. 80% of the data in the world is unstructured data, and vector databases are the databases that help you get valuable insights from unstructured data.