What problem are you trying to solve?
Use case / Pain point:
Our application relies on domain-specific embedding models to improve semantic search and retrieval quality. However, the current embedding endpoint only supports predefined models, which limits our ability to use custom-trained or internally hosted embedding models that are optimized for our specific data and terminology.
This creates several challenges: retrieval accuracy is lower for specialized domains, we cannot leverage existing investments in custom embedding models, and we may face compliance or data governance constraints when using third-party hosted models. Supporting custom endpoint embedding models would allow us to integrate our own models while maintaining flexibility, performance, and control over our data pipeline.
Proposed solution
We just need to provider more providers and endpoint for embedding model just like this.
Area
Desktop app
Alternatives considered
Besides,we can provide alternatives endpoints like openai,anthropic,volcengine....
What problem are you trying to solve?
Use case / Pain point:
Our application relies on domain-specific embedding models to improve semantic search and retrieval quality. However, the current embedding endpoint only supports predefined models, which limits our ability to use custom-trained or internally hosted embedding models that are optimized for our specific data and terminology.
This creates several challenges: retrieval accuracy is lower for specialized domains, we cannot leverage existing investments in custom embedding models, and we may face compliance or data governance constraints when using third-party hosted models. Supporting custom endpoint embedding models would allow us to integrate our own models while maintaining flexibility, performance, and control over our data pipeline.
Proposed solution
We just need to provider more providers and endpoint for embedding model just like this.
Area
Desktop app
Alternatives considered
Besides,we can provide alternatives endpoints like openai,anthropic,volcengine....