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This repo contains a series of tutorials and code examples highlighting different features of the OCI Data Science and AI services, along with a release vehicle for experimental programs.

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Updated the below sample notebooks. Updated the notebook demonstrating Minimal ML Insight to calculate metrics Updated the notebook demonstrating ML Insight Using Config File Updated the notebook demonstrating ML Insight...

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Hey everyone, thank you for the awesome work at creating these examples. I was following the [llama 2 deployment tutorial](https://github.com/oracle-samples/oci-data-science-ai-samples/tree/75f330b84f41aeb1ed45d07f1c78426b8b7957fd/model-deployment/containers/llama2) and I would like to suggest a few improvements for...

* Update model registration tips to add a section for registering model from Hugging Face. * Update model deployment tips to reflect new UI change for inference container configuration and...

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Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.1.11 to 0.3.0. Release notes Sourced from langchain's releases. langchain-community==0.3.0 Changes since langchain-community==0.2.17 community: release 0.3 (#26472) multiple: pydantic 2 compatibility, v0.3 (#26443) langchain-core==0.3.0 Changes since langchain-core==0.2.40...

dependencies
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Adding note to inform user that policy can be applied via ORM from same region only.

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Bumps [opencv-python](https://github.com/opencv/opencv-python) from 4.5.3.56 to 4.8.1.78. Release notes Sourced from opencv-python's releases. 4.8.1.78 OpenCV 4.8.1 release. Important changes: WebP security update for CVE-2023-4863 4.8.0.76 Adds cv2.typing to package. Close #869...

dependencies
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Bumps [langchain-community](https://github.com/langchain-ai/langchain) from 0.2.5 to 0.2.9. Release notes Sourced from langchain-community's releases. langchain-community==0.2.9 Changes since langchain-community==0.2.7 infra: add min version testing to pr test flow (#24358) community[patch]: Release 0.2.9 (#24453)...

dependencies
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Bumps [nltk](https://github.com/nltk/nltk) from 3.8.1 to 3.9. Changelog Sourced from nltk's changelog. Version 3.9.1 2024-08-19 Fixed bug that prevented wordnet from loading Version 3.9 2024-08-18 Avoid need for pickled models, resolves...

dependencies
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Bumps [qdrant-client](https://github.com/qdrant/qdrant-client) from 1.6.9 to 1.9.0. Release notes Sourced from qdrant-client's releases. v1.9.0 Changelog Features 🪄 #571 add discovery and recommendations api support for sparse vectors in local mode #594...

dependencies
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