We’re launching the file upload feature today, with a demo on using it in an AI podcast application.

We’ve enhanced Workflow with parallel processing capabilities in Dify v0.8.0. It can now run multiple branches simultaneously, enabling the parallel execution of various tasks. This new model significantly improves execution efficiency, helping LLM applications handle complex tasks more quickly and flexibly.

Dify v0.7.0 tackles LLM memory limitations with Conversation Variables and Variable Assigner nodes. These features give Chatflow-built apps precise memory control, boosting LLMs' ability to handle complex scenarios in production.

We're phasing out the N-to-1 retrieval strategy on September 1, 2024, and introducing a more flexible Multi-path retrieval strategy. We recommend switching to this new approach to boost your application's retrieval efficiency.