autogen
autogen copied to clipboard
[Feature Request]: Add e5mistral7B embeddings model capability
Is your feature request related to a problem? Please describe.
embeddings models works but:
- their context windows are small
- embeddings are not context or content dependent
the new e5mistral7B model from microsoft is the first embeddings model to be called via prompting allowing for adaptive embeddings based on content and hopefully better outcomes during retrieval.
Describe the solution you'd like
a modified retrieval agent that is compatible with prompting for embedding .
Additional context
check out the new e5mistral7B model here : https://huggingface.co/intfloat/e5-mistral-7b-instruct here's my demo for e5mistral7B : https://huggingface.co/spaces/Tonic1/e5
I've started working on this issue in a branch of our project. You can find the relevant changes here: Tonic-AI/community/autogen at /issue-add-e5-embeddings/autogen