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Migrate Assistants API to v2 to use file_search tool #1616

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Summary

The goal of the PR is to update the API from v1 to v2 in the notebook Assistants_API_overview_python.ipynb. The major change is to migrate from retrieval tool to file_search tool.

Motivation

As outlined in the migration guide, file_search is the official tool to search for information in documents. The change will help the developers to better understand the new API.

Note

This PR is related to #1464 that addresses the changes introduced in the latest openai package.

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