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- title: DeployPythonicRAG
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  license: apache-2.0
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- # Deploying Pythonic Chat With Your Text File Application
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- In today's breakout rooms, we will be following the processed that you saw during the challenge - for reference, the instructions for that are available [here](https://github.com/AI-Maker-Space/Beyond-ChatGPT/tree/main).
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- Today, we will repeat the same process - but powered by our Pythonic RAG implementation we created last week.
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- You'll notice a few differences in the `app.py` logic - as well as a few changes to the `utilities_2` package to get things working smoothly with Chainlit.
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- ## Reference Diagram (It's Busy, but it works)
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- ![image](https://i.imgur.com/IaEVZG2.png)
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- ## Deploying the Application to Hugging Face Space
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- Due to the way the repository is created - it should be straightforward to deploy this to a Hugging Face Space!
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- > NOTE: If you wish to go through the local deployments using `chainlit run app.py` and Docker - please feel free to do so!
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- <details>
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- <summary>Creating a Hugging Face Space</summary>
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- 1. Navigate to the `Spaces` tab.
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- ![image](https://i.imgur.com/aSMlX2T.png)
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- 2. Click on `Create new Space`
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- ![image](https://i.imgur.com/YaSSy5p.png)
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- 3. Create the Space by providing values in the form. Make sure you've selected "Docker" as your Space SDK.
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- ![image](https://i.imgur.com/6h9CgH6.png)
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- </details>
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- <details>
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- <summary>Adding this Repository to the Newly Created Space</summary>
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- 1. Collect the SSH address from the newly created Space.
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- ![image](https://i.imgur.com/Oag0m8E.png)
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- > NOTE: The address is the component that starts with `[email protected]:spaces/`.
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- 2. Use the command:
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- ```bash
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- git remote add hf HF_SPACE_SSH_ADDRESS_HERE
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- ```
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- 3. Use the command:
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- ```bash
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- git pull hf main --no-rebase --allow-unrelated-histories -X ours
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- ```
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- 4. Use the command:
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- ```bash
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- git add .
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- ```
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- 5. Use the command:
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- ```bash
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- git commit -m "Deploying Pythonic RAG"
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- ```
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- 6. Use the command:
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- ```bash
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- git push hf main
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- ```
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- 7. The Space should automatically build as soon as the push is completed!
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- > NOTE: The build will fail before you complete the following steps!
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- </details>
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- <details>
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- <summary>Adding OpenAI Secrets to the Space</summary>
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- 1. Navigate to your Space settings.
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- ![image](https://i.imgur.com/zh0a2By.png)
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- 2. Navigate to `Variables and secrets` on the Settings page and click `New secret`:
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- ![image](https://i.imgur.com/g2KlZdz.png)
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- 3. In the `Name` field - input `OPENAI_API_KEY` in the `Value (private)` field, put your OpenAI API Key.
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- ![image](https://i.imgur.com/eFcZ8U3.png)
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- 4. The Space will begin rebuilding!
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- </details>
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- ## 🎉
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- You just deployed Pythonic RAG!
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- Try uploading a text file and asking some questions!
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- ## 🚧CHALLENGE MODE 🚧
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- For more of a challenge, please reference [Building a Chainlit App](./BuildingAChainlitApp.md)!
 
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+ title: AI Mentor
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  emoji: 📉
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  colorFrom: blue
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  colorTo: purple
 
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  license: apache-2.0
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  ---
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+ # AI Mentor - An Employees Guide to AI