.Net: Revert "Python: .Net Ollama (Merge main)"

.github/ISSUE_TEMPLATE/feature_graduation.md

@@ -16,14 +16,14 @@ about: Plan the graduation of an experimental feature
 
 Checklist to be completed when graduating an experimental feature
 
-- [ ] Notify PM's and EM's that feature is ready for graduation
+- [ ] Notify PM's and EM's that feature is read for graduation
 - [ ] Contact PM for list of sample use cases
 - [ ] Verify there are sample implementations​ for each of the use cases
 - [ ] Verify telemetry and logging are complete
 - [ ] ​Verify API docs are complete and arrange to have them published
 - [ ] Make appropriate updates to Learn docs​
 - [ ] Make appropriate updates to Concept samples
-- [ ] Make appropriate updates to Blog posts
+- [ ] Male appropriate updates to Blog posts
 - [ ] Verify there are no serious open Issues​​
 - [ ] Update table in EXPERIMENTS.md
 - [ ] Remove SKEXP​ flag from the experimental code

.github/workflows/python-integration-tests.yml

@@ -96,8 +96,6 @@ jobs:
           AZURE_KEY_VAULT_CLIENT_ID: ${{secrets.AZURE_KEY_VAULT_CLIENT_ID}}
           AZURE_KEY_VAULT_CLIENT_SECRET: ${{secrets.AZURE_KEY_VAULT_CLIENT_SECRET}}
           ACA_POOL_MANAGEMENT_ENDPOINT: ${{secrets.ACA_POOL_MANAGEMENT_ENDPOINT}}
-          MISTRALAI_API_KEY: ${{secrets.MISTRALAI_API_KEY}}
-          MISTRALAI_CHAT_MODEL_ID: ${{ vars.MISTRALAI_CHAT_MODEL_ID }}
         run: |
           if ${{ matrix.os == 'ubuntu-latest' }}; then
             docker run -d --name redis-stack-server -p 6379:6379 redis/redis-stack-server:latest
@@ -165,8 +163,6 @@ jobs:
           AZURE_KEY_VAULT_CLIENT_ID: ${{secrets.AZURE_KEY_VAULT_CLIENT_ID}}
           AZURE_KEY_VAULT_CLIENT_SECRET: ${{secrets.AZURE_KEY_VAULT_CLIENT_SECRET}}
           ACA_POOL_MANAGEMENT_ENDPOINT: ${{secrets.ACA_POOL_MANAGEMENT_ENDPOINT}}
-          MISTRALAI_API_KEY: ${{secrets.MISTRALAI_API_KEY}}
-          MISTRALAI_CHAT_MODEL_ID: ${{ vars.MISTRALAI_CHAT_MODEL_ID }}
         run: |
           if ${{ matrix.os == 'ubuntu-latest' }}; then
             docker run -d --name redis-stack-server -p 6379:6379 redis/redis-stack-server:latest

.github/workflows/python-samples-tests.yml

@@ -0,0 +1,55 @@
+#
+# This workflow will run all python samples tests.
+#
+
+name: Python Samples Tests
+
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "0 1 * * 0" # Run at 1AM UTC daily on Sunday
+
+jobs:
+  python-samples-tests:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      max-parallel: 1
+      fail-fast: true
+      matrix:
+        python-version: ["3.10", "3.11", "3.12"]
+        os: [ubuntu-latest, windows-latest, macos-latest]
+        service: ['AzureOpenAI']
+    steps:
+      - uses: actions/checkout@v4
+      - name: Install poetry
+        run: pipx install poetry
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: "poetry"
+      - name: Run samples Tests
+        id: run_tests
+        shell: bash
+        env: # Set Azure credentials secret as an input
+          GLOBAL_LLM_SERVICE: ${{ matrix.service }}
+          AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME }}
+          AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_CHAT_DEPLOYMENT_NAME }}
+          AZURE_OPENAI_TEXT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_DEPLOYMENT_NAME }}
+          AZURE_OPENAI_API_VERSION: ${{ vars.AZURE_OPENAI_API_VERSION }}
+          AZURE_OPENAI_ENDPOINT: ${{ secrets.AZURE_OPENAI_ENDPOINT }}
+          AZURE_OPENAI_API_KEY: ${{ secrets.AZURE_OPENAI_API_KEY }}
+          BING_API_KEY: ${{ secrets.BING_API_KEY }}
+          OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI_CHAT_MODEL_ID }}
+          OPENAI_TEXT_MODEL_ID: ${{ vars.OPENAI_TEXT_MODEL_ID }}
+          OPENAI_EMBEDDING_MODEL_ID: ${{ vars.OPENAI_EMBEDDING_MODEL_ID }}
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+          PINECONE_API_KEY: ${{ secrets.PINECONE__APIKEY }}
+          POSTGRES_CONNECTION_STRING: ${{secrets.POSTGRES__CONNECTIONSTR}}
+          AZURE_AI_SEARCH_API_KEY: ${{secrets.AZURE_AI_SEARCH_API_KEY}}
+          AZURE_AI_SEARCH_ENDPOINT: ${{secrets.AZURE_AI_SEARCH_ENDPOINT}}
+          MONGODB_ATLAS_CONNECTION_STRING: ${{secrets.MONGODB_ATLAS_CONNECTION_STRING}}
+        run: |
+          cd python
+          poetry run pytest ./tests/samples -v
+

.github/workflows/python-test-coverage.yml

@@ -10,57 +10,59 @@ on:
     types: 
       - in_progress
 
-env:
-  PYTHON_VERSION: "3.10"
-  RUN_OS: ubuntu-latest
-
 jobs:
   python-tests-coverage:
-    runs-on: ubuntu-latest
-    continue-on-error: true
+    name: Create Test Coverage Messages
+    runs-on: ${{ matrix.os }}
     permissions:
       pull-requests: write
       contents: read
       actions: read
+    strategy:
+      matrix:
+        python-version: ["3.10"]
+        os: [ubuntu-latest]
     steps:
       - name: Wait for unit tests to succeed
+        continue-on-error: true
         uses: lewagon/wait-on-check-action@v1.3.4
         with:
           ref: ${{ github.event.pull_request.head.sha }}
-          check-name: 'Python Unit Tests (${{ env.PYTHON_VERSION }}, ${{ env.RUN_OS }}, false)'
+          check-name: 'Python Unit Tests (${{ matrix.python-version}}, ${{ matrix.os }})'
           repo-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
-          wait-interval: 90
+          wait-interval: 10
           allowed-conclusions: success
       - uses: actions/checkout@v4
-      - name: Setup filename variables
-        run: echo "FILE_ID=${{ github.event.number }}-${{ env.RUN_OS }}-${{ env.PYTHON_VERSION }}" >> $GITHUB_ENV
       - name: Download coverage
+        continue-on-error: true
         uses: dawidd6/action-download-artifact@v3
         with:
-          name: python-coverage-${{ env.FILE_ID }}.txt
+          name: python-coverage-${{ matrix.os }}-${{ matrix.python-version }}.txt
           github_token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
           workflow: python-unit-tests.yml
           search_artifacts: true
           if_no_artifact_found: warn
       - name: Download pytest
+        continue-on-error: true
         uses: dawidd6/action-download-artifact@v3
         with:
-          name: pytest-${{ env.FILE_ID }}.xml
+          name: pytest-${{ matrix.os }}-${{ matrix.python-version }}.xml
           github_token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
           workflow: python-unit-tests.yml
           search_artifacts: true
           if_no_artifact_found: warn
       - name: Pytest coverage comment
+        continue-on-error: true
         id: coverageComment
         uses: MishaKav/pytest-coverage-comment@main
         with:
           github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
-          pytest-coverage-path: python-coverage.txt
+          pytest-coverage-path: python-coverage-${{ matrix.os }}-${{ matrix.python-version }}.txt
           coverage-path-prefix: "python/"
-          title: "Python ${{ env.PYTHON_VERSION }} Test Coverage Report"
-          badge-title: "Py${{ env.PYTHON_VERSION }} Test Coverage"
+          title: "Python ${{ matrix.python-version }} Test Coverage Report"
+          badge-title: "Py${{ matrix.python-version }} Test Coverage"
           report-only-changed-files: true
-          junitxml-title: "Python ${{ env.PYTHON_VERSION }} Unit Test Overview"
-          junitxml-path: pytest.xml
+          junitxml-title: "Python ${{ matrix.python-version }} Unit Test Overview"
+          junitxml-path: pytest-${{ matrix.os }}-${{ matrix.python-version }}.xml
           default-branch: "main"
-          unique-id-for-comment: python-${{ env.PYTHON_VERSION }}
+          unique-id-for-comment: python-${{ matrix.python-version }}

.github/workflows/python-unit-tests.yml

@@ -10,26 +10,15 @@ jobs:
   python-unit-tests:
     name: Python Unit Tests
     runs-on: ${{ matrix.os }}
-    continue-on-error: ${{ matrix.experimental }}
     strategy:
-      fail-fast: true
+      fail-fast: false
       matrix:
         python-version: ["3.10", "3.11", "3.12"]
         os: [ubuntu-latest, windows-latest, macos-latest]
-        experimental: [false]
-        include:
-          - python-version: "3.13.0-beta.3"
-            os: "ubuntu-latest"
-            experimental: true
     permissions:
       contents: write
-    defaults:
-      run:
-        working-directory: python
     steps:
       - uses: actions/checkout@v4
-      - name: Setup filename variables
-        run: echo "FILE_ID=${{ github.event.number }}-${{ matrix.os }}-${{ matrix.python-version }}" >> $GITHUB_ENV
       - name: Install poetry
         run: pipx install poetry
       - name: Set up Python ${{ matrix.python-version }}
@@ -38,20 +27,20 @@ jobs:
           python-version: ${{ matrix.python-version }}
           cache: "poetry"
       - name: Install dependencies
-        run: poetry install --with unit-tests
+        run: cd python && poetry install --with unit-tests
       - name: Test with pytest
-        run: poetry run pytest -q --junitxml=pytest.xml  --cov=semantic_kernel --cov-report=term-missing:skip-covered ./tests/unit | tee python-coverage.txt
+        run: cd python && poetry run pytest -q --junitxml=pytest-${{ matrix.os }}-${{ matrix.python-version }}.xml  --cov=semantic_kernel --cov-report=term-missing:skip-covered ./tests/unit | tee python-coverage-${{ matrix.os }}-${{ matrix.python-version }}.txt
       - name: Upload coverage
         uses: actions/upload-artifact@v4
         with:
-          name: python-coverage-${{ env.FILE_ID }}.txt
-          path: python/python-coverage.txt
+          name: python-coverage-${{ matrix.os }}-${{ matrix.python-version }}.txt
+          path: python/python-coverage-${{ matrix.os }}-${{ matrix.python-version }}.txt
           overwrite: true
-          retention-days: 1
+          retention-days: 1  
       - name: Upload pytest.xml
         uses: actions/upload-artifact@v4
         with:
-          name: pytest-${{ env.FILE_ID }}.xml
-          path: python/pytest.xml
+          name: pytest-${{ matrix.os }}-${{ matrix.python-version }}.xml
+          path: python/pytest-${{ matrix.os }}-${{ matrix.python-version }}.xml
           overwrite: true
           retention-days: 1

.pre-commit-config.yaml

@@ -37,7 +37,7 @@ repos:
     - id: pyupgrade
       args: [--py310-plus]
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.5.1
+    rev: v0.4.5
     hooks:
       - id: ruff
         args: [ --fix, --exit-non-zero-on-fix ]

README.md

@@ -19,7 +19,7 @@ is an SDK that integrates Large Language Models (LLMs) like
 [Azure OpenAI](https://azure.microsoft.com/en-us/products/ai-services/openai-service),
 and [Hugging Face](https://huggingface.co/)
 with conventional programming languages like C#, Python, and Java. Semantic Kernel achieves this
-by allowing you to define [plugins](https://learn.microsoft.com/en-us/semantic-kernel/concepts/plugins)
+by allowing you to define [plugins](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins)
 that can be chained together
 in just a [few lines of code](https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/chaining-functions?tabs=Csharp#using-the-runasync-method-to-simplify-your-code).
 

docs/decisions/0046-kernel-content-graduation.md

@@ -85,7 +85,7 @@ Pros:
 - With no deferred content we have simpler API and a single responsibility for contents.
 - Can be written and read in both `Data` or `DataUri` formats.
 - Can have a `Uri` reference property, which is common for specialized contexts.
-- Fully serializable.
+- Fully serializeable.
 - Data Uri parameters support (serialization included).
 - Data Uri and Base64 validation checks
 - Data Uri and Data can be dynamically generated
@@ -197,7 +197,7 @@ Pros:
 - Can be used as a `BinaryContent` type
 - Can be written and read in both `Data` or `DataUri` formats.
 - Can have a `Uri` dedicated for referenced location.
-- Fully serializable.
+- Fully serializeable.
 - Data Uri parameters support (serialization included).
 - Data Uri and Base64 validation checks
 - Can be retrieved
@@ -254,7 +254,7 @@ Pros:
 - Can be used as a `BinaryContent` type
 - Can be written and read in both `Data` or `DataUri` formats.
 - Can have a `Uri` dedicated for referenced location.
-- Fully serializable.
+- Fully serializeable.
 - Data Uri parameters support (serialization included).
 - Data Uri and Base64 validation checks
 - Can be retrieved

dotnet/Directory.Packages.props

@@ -7,9 +7,9 @@
   <ItemGroup>
     <PackageVersion Include="Azure.AI.ContentSafety" Version="1.0.0" />
     <PackageVersion Include="Azure.AI.OpenAI" Version="1.0.0-beta.17" />
-    <PackageVersion Include="Azure.AI.OpenAI.Assistants" Version="1.0.0-beta.4" />
+    <PackageVersion Include="Azure.AI.OpenAI.Assistants" Version="1.0.0-beta.3" />
     <PackageVersion Include="Azure.Identity" Version="1.12.0" />
-    <PackageVersion Include="Azure.Monitor.OpenTelemetry.Exporter" Version="1.3.0" />
+    <PackageVersion Include="Azure.Monitor.OpenTelemetry.Exporter" Version="1.2.0" />
     <PackageVersion Include="Azure.Search.Documents" Version="11.5.1" />
     <PackageVersion Include="Handlebars.Net.Helpers" Version="2.4.1.5" />
     <PackageVersion Include="Markdig" Version="0.37.0" />
@@ -28,13 +28,13 @@
     <PackageVersion Include="Microsoft.Bcl.TimeProvider" Version="8.0.1" />
     <PackageVersion Include="Microsoft.Extensions.Logging.Debug" Version="8.0.0" />
     <PackageVersion Include="Microsoft.Identity.Client" Version="4.61.3" />
-    <PackageVersion Include="Microsoft.ML.OnnxRuntime" Version="1.18.1" />
+    <PackageVersion Include="Microsoft.ML.OnnxRuntime" Version="1.18.0" />
     <PackageVersion Include="FastBertTokenizer" Version="1.0.28" />
     <PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="8.0.1" />
     <PackageVersion Include="System.Linq.Async" Version="6.0.1" />
     <PackageVersion Include="System.Memory.Data" Version="8.0.0" />
     <PackageVersion Include="System.Numerics.Tensors" Version="8.0.0" />
-    <PackageVersion Include="System.Text.Json" Version="8.0.4" />
+    <PackageVersion Include="System.Text.Json" Version="8.0.2" />
     <PackageVersion Include="System.Threading.Tasks.Extensions" Version="4.5.4" />
     <PackageVersion Include="System.ValueTuple" Version="4.5.0" />
     <PackageVersion Include="OllamaSharp" Version="2.0.6" />
@@ -52,7 +52,7 @@
     <PackageVersion Include="Microsoft.Extensions.DependencyInjection.Abstractions" Version="8.0.1" />
     <PackageVersion Include="Microsoft.Extensions.Hosting" Version="8.0.0" />
     <PackageVersion Include="Microsoft.Extensions.Http" Version="8.0.0" />
-    <PackageVersion Include="Microsoft.Extensions.Http.Resilience" Version="8.6.0" />
+    <PackageVersion Include="Microsoft.Extensions.Http.Resilience" Version="8.2.0" />
     <PackageVersion Include="Microsoft.Extensions.Logging" Version="8.0.0" />
     <PackageVersion Include="Microsoft.Extensions.Logging.Abstractions" Version="8.0.1" />
     <PackageVersion Include="Microsoft.Extensions.Logging.Console" Version="8.0.0" />
@@ -72,7 +72,7 @@
     <!-- Plugins -->
     <PackageVersion Include="DocumentFormat.OpenXml" Version="3.0.2" />
     <PackageVersion Include="Microsoft.Data.Sqlite" Version="8.0.2" />
-    <PackageVersion Include="DuckDB.NET.Data.Full" Version="1.0.1" />
+    <PackageVersion Include="DuckDB.NET.Data.Full" Version="1.0.0" />
     <PackageVersion Include="DuckDB.NET.Data" Version="1.0.1" />
     <PackageVersion Include="MongoDB.Driver" Version="2.25.0" />
     <PackageVersion Include="Microsoft.Graph" Version="[4.51.0, 5)" />