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@@ -34,10 +34,29 @@ And then we will setup CI/CD for automated deployment.
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  Complete the exercises in `app/app.py` and `.env` (see `.env.sample`). Make sure you follow the instruction here: [https://huggingface.co/docs/hub/en/spaces-github-actions](https://huggingface.co/docs/hub/en/spaces-github-actions) and here [Hugging Face Hub: Important Git Authentication Changes](https://huggingface.co/blog/password-git-deprecation).
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- After deployment, please remember to into Huggingface Space settings to setup the environment variables such as `LANGSMITH_API_KEY`.
 
 
 
 
 
 
 
 
 
 
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  > NOTE: To reduce the scope, we will manually deploy to Huggingface Only. We prepared `.github/workflows/deploy-to-hf.yml` workflow as an extracurricular exercise for the learner.
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  ## References
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  - [Huggingface Spaces](https://huggingface.co/pricing)
 
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  Complete the exercises in `app/app.py` and `.env` (see `.env.sample`). Make sure you follow the instruction here: [https://huggingface.co/docs/hub/en/spaces-github-actions](https://huggingface.co/docs/hub/en/spaces-github-actions) and here [Hugging Face Hub: Important Git Authentication Changes](https://huggingface.co/blog/password-git-deprecation).
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+ After deployment, please remember to into Huggingface Space settings to setup the following environment variables and secrets:
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+ ```
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+ # Variables
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+ LANGSMITH_TRACING="true"
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+ LANGSMITH_ENDPOINT="https://api.smith.langchain.com"
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+ LANGSMITH_PROJECT="linkedin_learning"
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+ ALLOW_RESET="true"
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+
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+ # Secrets
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+ LANGSMITH_API_KEY=""
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+ ```
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  > NOTE: To reduce the scope, we will manually deploy to Huggingface Only. We prepared `.github/workflows/deploy-to-hf.yml` workflow as an extracurricular exercise for the learner.
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+ > NOTE: if you are deploying from this current branch `03_06`, plase do
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+ ```
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+ git push --force space 03_06:main
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+ ```
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+ otherwise if you fork this repository and deploy from your own main branch
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+ ```
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+ git push --force space main
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+ ```
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+
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  ## References
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  - [Huggingface Spaces](https://huggingface.co/pricing)