Comments (6)
gaocegege
commented on June 2, 2024
1
The workflow should be similar. I think. We could make a demo based on llama index to see if there is anything we miss.
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gaocegege
commented on June 2, 2024
Maybe we could add an example to showcase how to use Katib and LlamaIndex to AutoRAG.
Not sure if there is any new feature to be implemented.
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gaocegege
commented on June 2, 2024
Related: https://github.com/Marker-Inc-Korea/AutoRAG
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tariq-hasan
commented on June 2, 2024
Are you thinking of adding an example that uses the proposed tuning API for LLMs to demonstrate Auto-RAG?
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gaocegege
commented on June 2, 2024
@tariq-hasan It should work. But I do not have the bandwidth for it. I'm simply presenting the idea for consideration at this point.
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andreyvelich
commented on June 2, 2024
Thanks for creating this @gaocegege.
Are there any differences to optimize these HPs for RAG (e.g. chunking strategies and window sizes) compare to our current optimization flow with Experiment -> Suggestion -> Trials?
I guess, Trials can consume prompt and produce the metrics.
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Related Issues (20)
- DARTS algorithm fails to create more than one trial HOT 2
- Replace reflect.DeepEqual with cmp.Diff in tests HOT 8
- Flaky Test: Trial status is succeeded and metrics are properly populated HOT 4
- Update experiment instance status failed: the object has been modified HOT 1
- Update the kubernetes object's status with server-side apply
- Trial fails to be marked as completed after reporting the metrics
- Deprecate Skopt Suggestion Service HOT 21
- Define the Python deprecation/supporting policies for the Katib SDK HOT 3
- Whether the hyperparameter search algorithm will refer to the value of additionalMetricNames HOT 11
- Tuning API in Katib for LLMs HOT 4
- Migrate KatibCertGenerator to OPA CertController
- Migrate away from deprecated github.com/hpcloud/tail
- [image] enas-cnn-cifar10-cpu:v0.16.0 does not exist
- Return validation errors after all fields are verified HOT 3
- some questions about NAS HOT 3
- Documentation Improvements for Katib 0.17 HOT 2
- Update third party worflows in the gh actions. HOT 2
- [SDK] Support Docker image as objective in the `tune` API HOT 5
- katib use crd as tail template HOT 8
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