One image schema for four VLM providers: we stopped reformatting payloads
A developer has created an open-source AI gateway called Bifrost to simplify interactions with multiple vision-language models (VLMs). The gateway standardizes image payload formatting, allowing a single request structure to be used for providers like OpenAI, Anthropic, Google Vertex (Gemini), and Mistral. This approach eliminates the need for custom code branches for each VLM, reducing maintenance overhead and preventing errors. Bifrost also offers automatic fallback and semantic caching capabilities, further streamlining the use of VLMs for tasks like generating weak scene labels from event-camera data. AI
IMPACT Simplifies VLM integration for developers, reducing engineering effort and potential errors.