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2 months ago Thank you for proposing a session!
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mmccool
espinr
Session description
Web apps are increasingly expected to gain access to a language model. We are proposing Web APIs that allow web developers to directly access both on-device and cloud-based language models, and securely share user data between multiple apps when using these models.
The following are the APIs goals:
Provide web developers with a connection strategy for accessing both on-device and cloud-based models. For example, if no on-device models are available, attempt to access cloud-based models. Conversely, if cloud-based models are unavailable, try accessing on-device models.
Provide web developers with a storage strategy for sharing user's private data. For example, one web app saves users' private data into a local vector database. Another web app, when accessing a on-device language model, can leverage this data through a local RAG system.
The following are not within our scope of concern:
Design a uniform JavaScript API for accessing browser-provided language models, known as the Prompt API, which is currently being explored by Chrome's built-in AI team.
Issues faced by hybrid AI, such as model management, elasticity through hybrid AI, and user experience, as this topic has already been discussed in Hybrid AI Presentations in the WebML IG, and will be covered in the sessions on AI Model Management.
This session will showcase how to use our proposed API for booking flights and hotels. It will also provide specific implementation details and references for these APIs. Example source code and implementation references can be found on GitHub web-hybrid-ai.
Session goal
Explore the potential of our proposed Web API for accessing hybrid AI through use case demonstrations and API implementations. Additionally, discuss concrete steps for moving forward.
Additional session chairs (Optional)
@espinr
Who can attend
Anyone may attend (Default)
IRC channel (Optional)
web-hybrid-ai
Other sessions where we should avoid scheduling conflicts (Optional)
15
Instructions for meeting planners (Optional)
No response
Agenda for the meeting.
Links
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Meeting materials