Comments (5)
@wangchao1230 to follow up as a documentation improvement.
from promptflow.
Ack the ask, we have some code improvement plan to make this path work smoothly. It will take some time, we will share the code and samples when that's ready.
from promptflow.
Is it possible to deploy Prompt Flow to Azure Functions? Since heavy lifting is done by the GPT endpoints, Azure functions should be enough to handle lightweight callers.
from promptflow.
I understand the implementation of this feature will take some time as mentioned by @eniac871 and also that it is possible to manually deploy a flow to an online endpoint.
Eagerly waiting for this feature to be implemented and documented in promptflow since I need to automate the deployment in a pipeline.
In the meantime, can anyone indicate if the below path should work?
- Build the docker image as referenced in the promptflow deployment guide
- Deploy the flow by following along the Azure ML guidelines for using a custom container to deploy a model to an online endpoint
Would be glad about any high-level guidance of how to automate the deployment workflow - if this is not possible or not recommended for some reason at the moment, this would also be a very valuable information.
Thank you!
from promptflow.
the process is now documented here:
from promptflow.
Related Issues (20)
- [BUG] pfazure: Custom image for a flow is not honored when submitting a Flow HOT 3
- [BUG] Cannot create Connection from PFClient HOT 3
- [BUG] no module named promptflow.runtime HOT 3
- pfazure connection similar to pf connection HOT 4
- Flow Deployment in external application HOT 4
- [BUG] Execution failures due to import issues when using `additional_includes` HOT 4
- Uploading additional docs for Q&A in Azure Prompt Flow HOT 3
- Promptflow SDK code example doesn't run HOT 2
- [BUG] [VSCode Extension] Package not installed HOT 19
- [BUG] stream=True in pf.run() or PFClient.runs.create_or_update() does not stream output HOT 6
- [BUG] [VSCode Extension] 'vector.fields' parameter. HOT 5
- [BUG] Promptflow ParserError/IndexError HOT 25
- Ability to set more advanced parameters on OpenAI, such as the seed HOT 3
- Better Conditional Logic for Flows HOT 6
- [Feature Request] Deploy multiple flows into same endpoint/single container? HOT 5
- Ability to name variants and add comments HOT 1
- [Feature Request]: Using Managed Identity (RBAC) instead of basic key autentication for Connections HOT 6
- [BUG] Run environment variables not sent by pfazure to Azure ML HOT 4
- [BUG] Debugging does not work when specifying `additional_includes` HOT 1
- [BUG] Defaults aren't getting saved in the `flow.dag.yaml` in the Promptflow UI (AML Studio) HOT 1
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from promptflow.