Updated workflows/actions to dynamically generate an .env file

.env.example

@@ -1,5 +1,7 @@
 OPENAI_API_KEY=ADD_YOUR_KEY_HERE
 
 # API INFO TO RUN /notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb
-PLATFORM_API_KEY=ADD_YOUR_API_KEY_HERE
-PLATFORM_API_SECRET=ADD_YOUR_API_SECRET_HERE
+VM_API_HOST=<api_host>
+VM_API_KEY=<api_key>
+VM_API_SECRET=<api_secret>
+VM_API_MODEL=<model>

.github/actions/demo-notebook/action.yml

@@ -1,7 +1,10 @@
 name: Execute demo notebook
 description: Installs python3, validmind, checks dependencies then executes ONLY the Intro for Model Developers notebook with development heap tracking
 
-inputs: {}
+inputs:
+  env_file:
+    description: "Load the created .env file"
+    required: true
 
 runs: 
   using: "composite"
@@ -26,10 +29,21 @@ runs:
         pip install pycairo
         pip check
 
+    - name: Ensure .env file is available
+      shell: bash
+      id: find_env
+      run: |
+        if [ ! -f "${{ inputs.env_file }}" ]; then
+          echo "Error: .env file not found at ${{ inputs.env_file }}"
+          exit 1
+        fi
+
     - name: Execute ONLY the Intro for Model Developers notebook with heap development
       shell: bash
+      if: ${{ steps.find_env.outcome == 'success' }}
       run: |
           cd site 
+          source ../${{ inputs.env_file }}
           quarto render --profile exe-demo notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb &> render_errors.log || { 
           echo "Execute for intro_for_model_developers_EXECUTED.ipynb failed";
           cat render_errors.log;

.github/actions/prod-notebook/action.yml

@@ -1,7 +1,10 @@
 name: Execute prod notebook
 description: Installs python3, validmind, checks dependencies then executes ONLY the Intro for Model Developers notebook with production heap tracking
 
-inputs: {}
+inputs:
+  env_file:
+    description: "Load the created .env file"
+    required: true
 
 runs: 
   using: "composite"
@@ -26,10 +29,21 @@ runs:
         pip install pycairo
         pip check
 
+    - name: Ensure .env file is available
+      shell: bash
+      id: find_env
+      run: |
+        if [ ! -f "${{ inputs.env_file }}" ]; then
+          echo "Error: .env file not found at ${{ inputs.env_file }}"
+          exit 1
+        fi
+
     - name: Execute ONLY the Intro for Model Developers notebook with heap production
       shell: bash
+      if: ${{ steps.find_env.outcome == 'success' }}
       run: |
           cd site 
+          source ../${{ inputs.env_file }}
           quarto render --profile exe-prod notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb &> render_errors.log || { 
           echo "Execute for intro_for_model_developers_EXECUTED.ipynb failed";
           cat render_errors.log;

.github/actions/staging-notebook/action.yml

@@ -1,7 +1,10 @@
 name: Execute staging notebook
 description: Installs python3, validmind, checks dependencies then executes ONLY the Intro for Model Developers notebook with staging heap tracking
 
-inputs: {}
+inputs:
+  env_file:
+    description: "Load the created .env file"
+    required: true
 
 runs: 
   using: "composite"
@@ -26,10 +29,21 @@ runs:
         pip install pycairo
         pip check
 
+    - name: Ensure .env file is available
+      shell: bash
+      id: find_env
+      run: |
+        if [ ! -f "${{ inputs.env_file }}" ]; then
+          echo "Error: .env file not found at ${{ inputs.env_file }}"
+          exit 1
+        fi
+
     - name: Execute ONLY the Intro for Model Developers notebook with heap staging
       shell: bash
+      if: ${{ steps.find_env.outcome == 'success' }}
       run: |
           cd site 
+          source ../${{ inputs.env_file }}
           quarto render --profile exe-staging notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb &> render_errors.log || { 
           echo "Execute for intro_for_model_developers_EXECUTED.ipynb failed";
           cat render_errors.log;

.github/workflows/deploy-docs-prod.yaml

@@ -35,18 +35,31 @@ jobs:
         uses: dorny/paths-filter@v2
         id: filter
         with:
+          base: prod
+          head: staging
           filters: |
             notebooks:
               - 'site/notebooks/**'
 
-      # If yes then execute the prod notebook
-      - name: Execute prod Intro for Model Developers notebook
+      # If yes then create the .env file for use in execution step
+      - name: Create .env file
         if: steps.filter.outputs.notebooks == 'true'
+        id: create_env
+        run: |
+          touch .env
+          echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env 
+          echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env 
+          echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env 
+          echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env 
+          cat .env 
+
+      # Only execute the prod notebook if .env file is created
+      - name: Execute prod Intro for Model Developers notebook
+        if: ${{ steps.create_env.outcome == 'success' }}
         uses: ./.github/actions/prod-notebook
         id: execute-prod-notebook
-        env:
-          PLATFORM_API_KEY: ${{ secrets.PLATFORM_API_KEY }}
-          PLATFORM_API_SECRET: ${{ secrets.PLATFORM_API_SECRET }}
+        with:
+          env_file: .env
 
       # Prod bucket is in us-east-1
       - name: Configure AWS credentials

.github/workflows/deploy-docs-staging.yaml

@@ -35,18 +35,31 @@ jobs:
         uses: dorny/paths-filter@v2
         id: filter
         with:
+          base: staging
+          head: main
           filters: |
             notebooks:
               - 'site/notebooks/**'
 
-      # If yes then execute the staging notebook
-      - name: Execute staging Intro for Model Developers notebook
+      # If yes then create the .env file for use in execution step
+      - name: Create .env file
         if: steps.filter.outputs.notebooks == 'true'
+        id: create_env
+        run: |
+          touch .env
+          echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env 
+          echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env 
+          echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env 
+          echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env 
+          cat .env   
+
+      # Only execute the staging notebook if .env file is created
+      - name: Execute staging Intro for Model Developers notebook
+        if: ${{ steps.create_env.outcome == 'success' }}
         uses: ./.github/actions/staging-notebook
         id: execute-staging-notebook
-        env:
-          PLATFORM_API_KEY: ${{ secrets.PLATFORM_API_KEY }}
-          PLATFORM_API_SECRET: ${{ secrets.PLATFORM_API_SECRET }}
+        with:
+          env_file: .env
 
       # Staging bucket is in us-west-2
       - name: Configure AWS credentials

.github/workflows/validate-docs-site.yaml

@@ -34,18 +34,31 @@ jobs:
       uses: dorny/paths-filter@v2
       id: filter
       with:
+        base: main
+        head: ${{ github.head_ref }}
         filters: |
           notebooks:
             - 'site/notebooks/**'
 
-    # If yes then execute the demo notebook
-    - name: Execute demo Intro for Model Developers notebook
+    # If yes then create the .env file for use in execution step
+    - name: Create .env file
       if: steps.filter.outputs.notebooks == 'true'
+      id: create_env
+      run: |
+        touch .env
+        echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env 
+        echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env 
+        echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env 
+        echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env 
+        cat .env   
+
+    # Only execute the demo notebook if .env file is created
+    - name: Execute demo Intro for Model Developers notebook
+      if: ${{ steps.create_env.outcome == 'success' }}
       uses: ./.github/actions/demo-notebook
       id: execute-demo-notebook
-      env:
-        PLATFORM_API_KEY: ${{ secrets.PLATFORM_API_KEY }}
-        PLATFORM_API_SECRET: ${{ secrets.PLATFORM_API_SECRET }}
+      with:
+        env_file: .env
 
     - name: Test for warnings or errors 
       run: |

site/Makefile

@@ -4,9 +4,11 @@ DEST_DIR_NB := notebooks
 DEST_DIR_PYTHON := _site/validmind
 DEST_DIR_TESTS := tests
 GIT_BRANCH := $(shell git rev-parse --abbrev-ref HEAD)
+PROFILE := exe-demo
+FILE_PATH := notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb 
 
 # Define .PHONY target for help section
-.PHONY: help clean clone notebooks python-docs docs-site deploy-demo deploy-demo-branch delete-demo-branch deploy-prod deploy-staging release-notes
+.PHONY: help clean clone notebooks python-docs docs-site deploy-demo deploy-demo-branch delete-demo-branch deploy-prod deploy-staging release-notes execute
 
 # Help section
 help:
@@ -24,6 +26,7 @@ help:
 	@echo "  deploy-staging       Deploy docs staging site to s3://docs-ci-cd-staging/site/"
 	@echo "  help                 Display this help message (default target)"
 	@echo "  release-notes        Generate release notes from pull requests since latest tag and update _quarto.yml"
+	@echo "  execute              Execute a Jupyter Notebook (must have valid .env credentials set up in root)"
 
 # Clean up source directory
 clean:
@@ -41,8 +44,8 @@ notebooks:
 	@rm -f notebooks.zip
 	@rm -rf $(DEST_DIR_NB)/ && mkdir -p $(DEST_DIR_NB)
 	@cp -r $(SRC_DIR)/notebooks/. $(DEST_DIR_NB)/
-	@echo "Checking out intro_for_model_developers_EXECUTED.ipynb from main ..."
-	@git checkout main -- notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb
+	@echo "Duplicating notebooks/tutorials/intro_for_model_developers.ipynb for execution"
+	@cp notebooks/tutorials/intro_for_model_developers.ipynb notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb
 	@echo "Copying LICENSE into notebooks ..."
 	@cp -r $(SRC_DIR)/LICENSE $(DEST_DIR_NB)/
 	@rm -rf $(DEST_DIR_NB)/code_sharing
@@ -77,8 +80,6 @@ get-source: clean clone notebooks python-docs test-descriptions
 # Get all source files
 docs-site: clean clone notebooks python-docs test-descriptions
 	quarto render --profile development
-#	quarto render notebooks/how_to/explore_tests.ipynb --execute
-#	quarto render notebooks/how_to/explore_test_suites.ipynb --execute
 
 # Deployment to https://docs-demo.vm.validmind.ai/
 deploy-demo:
@@ -120,3 +121,9 @@ deploy-staging:
 # Generate release notes
 release-notes:
 	@python ../release-scripts/generate_release_objects.py
+
+# Execute a Jupyter Notebook  
+# Will default to `exe-demo` profile & the `notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb` if no input provided
+# To override: make execute PROFILE=select-profile FILE_PATH=notebooks/notebook-path-here.ipynb
+execute:
+	quarto render --profile $(PROFILE) $(FILE_PATH)

site/developer/model-documentation/store-credentials-in-env-file.qmd

@@ -31,26 +31,58 @@ Keeing model credentials in a separate file also allows for precise access contr
 
    This is a hidden file, so you may need to change your settings to view it.
 
-2. Locate the code snippet for your model.
+2. Locate the code snippet for your model:
 
-   - These credentials can be found on the **{{< fa rocket >}} Getting Started** page for models registered in the model inventory. 
-   - Copy the values from this page and paste them into your `.env` file in the following format:
+   a. In the left sidebar, click **{{< fa cubes >}} Model Inventory**.
+   b. Select a model by clicking on it or find your model by applying a filter or searching for it.[^3]
+   c. In the left sidebar that appears for your model, click **{{< fa rocket >}} Getting Started**.
+   d. Locate the code snippet and click **{{< fa regular copy >}} Copy snippet to clipboard**. 
+
+3. Paste the credentials into your `.env` file in the following format:
 
       ```yaml
-      VM_API_MODEL=<Model Identifier>
-      VM_API_HOST=<API Host URL>
-      VM_API_KEY=<API Key>s
-      VM_API_SECRET=<API Secret>
+      VM_API_HOST=<api_host>
+      VM_API_KEY=<api_key>
+      VM_API_SECRET=<api_secret>
+      VM_API_MODEL=<model>
       ```
 
-3. Insert this code snippet above your model identifier credentials:
+::: {.column-margin}
+For example, if your credentials look like this:
+
+```python
+import validmind as vm
+
+vm.init(
+api_host = "https://api.prod.validmind.ai/api/v1/tracking",
+api_key = "key123",
+api_secret = "secret456",
+model = "model789"
+)
+```
+
+Then your `.env` file should look like this:
+
+```bash
+VM_API_HOST=https://api.prod.validmind.ai/api/v1/tracking
+VM_API_KEY=key123
+VM_API_SECRET=secret456
+VM_API_MODEL=model789
+```
+
+:::
+
+
+4. Insert this code snippet above your model identifier credentials:
 
    ```python
    %load_ext dotenv
    %dotenv dev.env
    ```
 
-   The updated notebook should look like this: 
+5. Remove the inline credentials from `vm.init()`.[^4]
+
+   The updated code cell should now look like this: 
 
    ```python
    %load_ext dotenv
@@ -59,19 +91,27 @@ Keeing model credentials in a separate file also allows for precise access contr
    import validmind as vm
 
    vm.init(
-     api_host = "http://localhost:3000/api/v1/tracking",
-     model = "..."
    )
    ```
 
+::: {.column-margin}
+To enable monitoring when you are storing credentials in an `.env` file:^[[Enable monitoring](/guide/monitoring/enable-monitoring.qmd)]
 
-4. Run the cell. Instead of using inline credentials, this cell will now load your model credentials from a `.env` file.
+```python
+%load_ext dotenv
+%dotenv .env
 
-<!---
-## Troubleshooting
+import validmind as vm
+
+vm.init(
+   monitoring=True
+)
+```
+
+:::
+
+6. Run the cell. Instead of using inline credentials, this cell will now load your model credentials from a `.env` file.
 
-[Include any common issues or errors that may arise during the task and how to resolve them.]
---->
 
 ## What's next
 
@@ -85,3 +125,5 @@ Keeing model credentials in a separate file also allows for precise access contr
 
 [^2]: [Manage permissions](/guide/configuration/manage-permissions.qmd)
 
+[^3]: [Working with the model inventory](/guide/model-inventory/working-with-model-inventory.qmd#search-filter-and-sort-models)
+

site/guide/model-inventory/archive-delete-models.qmd

@@ -70,7 +70,7 @@ Model deletion is also permanent and cannot be undone.
 
 2. Select a model or find your model by applying a filter or searching for it.[^7]
 
-3. First, archive your model.[^6]
+3. First, archive your model.[^8]
 
 4. Then, under the [model stage]{.smallcaps} section, select **Deleted**.