feat(ci): add support for running vision inference tests (#2972)

This PR significantly refactors the Integration Tests workflow. The main
goal behind the PR was to enable recording of vision tests which were
never run as part of our CI ever before. During debugging, I ended up
making several other changes refactoring and hopefully increasing the
robustness of the workflow.

After doing the experiments, I have updated the trigger event to be
`pull_request_target` so this workflow can get write permissions by
default but it will run with source code from the base (main) branch in
the source repository only. If you do change the workflow, you'd need to
experiment using the `workflow_dispatch` triggers. This should not be
news to anyone using Github Actions (except me!)

It is likely to be a little rocky though while I learn more about GitHub
Actions, etc. Please be patient :)

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>

.github/actions/run-and-record-tests/action.yml

@@ -0,0 +1,198 @@
+name: 'Run and Record Tests'
+description: 'Run integration tests and handle recording/artifact upload'
+
+inputs:
+  test-types:
+    description: 'JSON array of test types to run'
+    required: true
+  stack-config:
+    description: 'Stack configuration to use'
+    required: true
+  provider:
+    description: 'Provider to use for tests'
+    required: true
+  inference-mode:
+    description: 'Inference mode (record or replay)'
+    required: true
+  run-vision-tests:
+    description: 'Whether to run vision tests'
+    required: false
+    default: 'false'
+
+runs:
+  using: 'composite'
+  steps:
+    - name: Check Storage and Memory Available Before Tests
+      if: ${{ always() }}
+      shell: bash
+      run: |
+        free -h
+        df -h
+
+    - name: Set environment variables
+      shell: bash
+      run: |
+        echo "LLAMA_STACK_CLIENT_TIMEOUT=300" >> $GITHUB_ENV
+        echo "LLAMA_STACK_TEST_INFERENCE_MODE=${{ inputs.inference-mode }}" >> $GITHUB_ENV
+
+        # Configure provider-specific settings
+        if [ "${{ inputs.provider }}" == "ollama" ]; then
+          echo "OLLAMA_URL=http://0.0.0.0:11434" >> $GITHUB_ENV
+          echo "TEXT_MODEL=ollama/llama3.2:3b-instruct-fp16" >> $GITHUB_ENV
+          echo "SAFETY_MODEL=ollama/llama-guard3:1b" >> $GITHUB_ENV
+        else
+          echo "VLLM_URL=http://localhost:8000/v1" >> $GITHUB_ENV
+          echo "TEXT_MODEL=vllm/meta-llama/Llama-3.2-1B-Instruct" >> $GITHUB_ENV
+        fi
+
+        if [ "${{ inputs.run-vision-tests }}" == "true" ]; then
+          echo "LLAMA_STACK_TEST_RECORDING_DIR=tests/integration/recordings/vision" >> $GITHUB_ENV
+        else
+          echo "LLAMA_STACK_TEST_RECORDING_DIR=tests/integration/recordings" >> $GITHUB_ENV
+        fi
+
+    - name: Run Llama Stack Server
+      if: ${{ contains(inputs.stack-config, 'server:') }}
+      shell: bash
+      run: |
+        # Run this so pytest in a loop doesn't start-stop servers in a loop
+        echo "Starting Llama Stack Server"
+        nohup uv run llama stack run ci-tests --image-type venv > server.log 2>&1 &
+
+        echo "Waiting for Llama Stack Server to start"
+        for i in {1..30}; do
+          if curl -s http://localhost:8321/v1/health | grep -q "OK"; then
+            echo "Llama Stack Server started"
+            exit 0
+          fi
+          sleep 1
+        done
+
+        echo "Llama Stack Server failed to start"
+        cat server.log
+        exit 1
+
+    - name: Run Integration Tests
+      shell: bash
+      run: |
+        stack_config="${{ inputs.stack-config }}"
+        EXCLUDE_TESTS="builtin_tool or safety_with_image or code_interpreter or test_rag"
+
+        # Configure provider-specific settings
+        if [ "${{ inputs.provider }}" == "ollama" ]; then
+          EXTRA_PARAMS="--safety-shield=llama-guard"
+        else
+          EXTRA_PARAMS=""
+          EXCLUDE_TESTS="${EXCLUDE_TESTS} or test_inference_store_tool_calls"
+        fi
+
+        if [ "${{ inputs.run-vision-tests }}" == "true" ]; then
+          if uv run pytest -s -v tests/integration/inference/test_vision_inference.py --stack-config=${stack_config} \
+            -k "not( ${EXCLUDE_TESTS} )" \
+            --vision-model=ollama/llama3.2-vision:11b \
+            --embedding-model=sentence-transformers/all-MiniLM-L6-v2 \
+            --color=yes ${EXTRA_PARAMS} \
+            --capture=tee-sys | tee pytest-${{ inputs.inference-mode }}-vision.log; then
+            echo "✅ Tests completed for vision"
+          else
+            echo "❌ Tests failed for vision"
+            exit 1
+          fi
+
+          exit 0
+        fi
+
+        # Run non-vision tests
+        TEST_TYPES='${{ inputs.test-types }}'
+        echo "Test types to run: $TEST_TYPES"
+
+        # Collect all test files for the specified test types
+        TEST_FILES=""
+        for test_type in $(echo "$TEST_TYPES" | jq -r '.[]'); do
+          # if provider is vllm, exclude the following tests: (safety, post_training, tool_runtime)
+          if [ "${{ inputs.provider }}" == "vllm" ]; then
+            if [ "$test_type" == "safety" ] || [ "$test_type" == "post_training" ] || [ "$test_type" == "tool_runtime" ]; then
+              echo "Skipping $test_type for vllm provider"
+              continue
+            fi
+          fi
+
+          if [ -d "tests/integration/$test_type" ]; then
+            # Find all Python test files in this directory
+            test_files=$(find tests/integration/$test_type -name "test_*.py" -o -name "*_test.py")
+            if [ -n "$test_files" ]; then
+              TEST_FILES="$TEST_FILES $test_files"
+              echo "Added test files from $test_type: $(echo $test_files | wc -w) files"
+            fi
+          else
+            echo "Warning: Directory tests/integration/$test_type does not exist"
+          fi
+        done
+
+        if [ -z "$TEST_FILES" ]; then
+          echo "No test files found for the specified test types"
+          exit 1
+        fi
+
+        echo "=== Running all collected tests in a single pytest command ==="
+        echo "Total test files: $(echo $TEST_FILES | wc -w)"
+
+        if uv run pytest -s -v $TEST_FILES --stack-config=${stack_config} \
+          -k "not( ${EXCLUDE_TESTS} )" \
+          --text-model=$TEXT_MODEL \
+          --embedding-model=sentence-transformers/all-MiniLM-L6-v2 \
+          --color=yes ${EXTRA_PARAMS} \
+          --capture=tee-sys | tee pytest-${{ inputs.inference-mode }}-all.log; then
+          echo "✅ All tests completed successfully"
+        else
+          echo "❌ Tests failed"
+          exit 1
+        fi
+
+    - name: Check Storage and Memory Available After Tests
+      if: ${{ always() }}
+      shell: bash
+      run: |
+        free -h
+        df -h
+
+    - name: Commit and push recordings
+      if: ${{ inputs.inference-mode == 'record' }}
+      shell: bash
+      run: |
+        echo "Checking for recording changes"
+        git status --porcelain tests/integration/recordings/
+
+        if [[ -n $(git status --porcelain tests/integration/recordings/) ]]; then
+          echo "New recordings detected, committing and pushing"
+          git add tests/integration/recordings/
+
+          if [ "${{ inputs.run-vision-tests }}" == "true" ]; then
+            git commit -m "Recordings update from CI (vision)"
+          else
+            git commit -m "Recordings update from CI"
+          fi
+
+          git fetch origin ${{ github.event.pull_request.head.ref }}
+          git rebase origin/${{ github.event.pull_request.head.ref }}
+          echo "Rebased successfully"
+          git push origin HEAD:${{ github.event.pull_request.head.ref }}
+          echo "Pushed successfully"
+        else
+          echo "No recording changes"
+        fi
+
+    - name: Write inference logs to file
+      if: ${{ always() }}
+      shell: bash
+      run: |
+        sudo docker logs ollama > ollama-${{ inputs.inference-mode }}.log || true
+
+    - name: Upload logs
+      if: ${{ always() }}
+      uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+      with:
+        name: ${{ inputs.inference-mode }}-logs-${{ github.run_id }}-${{ github.run_attempt || '' }}-${{ inputs.provider }}
+        path: |
+          *.log
+        retention-days: 1

.github/actions/run-integration-tests/action.yml

@@ -1,73 +0,0 @@
-name: 'Run Integration Tests'
-description: 'Run integration tests with configurable execution mode and provider settings'
-
-inputs:
-  test-types:
-    description: 'Test types to run (JSON array)'
-    required: true
-  stack-config:
-    description: 'Stack configuration: "ci-tests" or "server:ci-tests"'
-    required: true
-  provider:
-    description: 'Provider to use: "ollama" or "vllm"'
-    required: true
-  inference-mode:
-    description: 'Inference mode: "record" or "replay"'
-    required: true
-
-outputs:
-  logs-path:
-    description: 'Path to generated log files'
-    value: '*.log'
-
-runs:
-  using: 'composite'
-  steps:
-    - name: Run Integration Tests
-      env:
-        LLAMA_STACK_CLIENT_TIMEOUT: "300"
-        LLAMA_STACK_TEST_RECORDING_DIR: "tests/integration/recordings"
-        LLAMA_STACK_TEST_INFERENCE_MODE: ${{ inputs.inference-mode }}
-      shell: bash
-      run: |
-        stack_config="${{ inputs.stack-config }}"
-        EXCLUDE_TESTS="builtin_tool or safety_with_image or code_interpreter or test_rag"
-
-        # Configure provider-specific settings
-        if [ "${{ inputs.provider }}" == "ollama" ]; then
-          export OLLAMA_URL="http://0.0.0.0:11434"
-          export TEXT_MODEL="ollama/llama3.2:3b-instruct-fp16"
-          export SAFETY_MODEL="ollama/llama-guard3:1b"
-          EXTRA_PARAMS="--safety-shield=llama-guard"
-        else
-          export VLLM_URL="http://localhost:8000/v1"
-          export TEXT_MODEL="vllm/meta-llama/Llama-3.2-1B-Instruct"
-          EXTRA_PARAMS=""
-          EXCLUDE_TESTS="${EXCLUDE_TESTS} or test_inference_store_tool_calls"
-        fi
-
-        TEST_TYPES='${{ inputs.test-types }}'
-        echo "Test types to run: $TEST_TYPES"
-
-        for test_type in $(echo "$TEST_TYPES" | jq -r '.[]'); do
-          # if provider is vllm, exclude the following tests: (safety, post_training, tool_runtime)
-          if [ "${{ inputs.provider }}" == "vllm" ]; then
-            if [ "$test_type" == "safety" ] || [ "$test_type" == "post_training" ] || [ "$test_type" == "tool_runtime" ]; then
-              continue
-            fi
-          fi
-
-          echo "=== Running tests for: $test_type ==="
-
-          if uv run pytest -s -v tests/integration/$test_type --stack-config=${stack_config} \
-            -k "not( ${EXCLUDE_TESTS} )" \
-            --text-model=$TEXT_MODEL \
-            --embedding-model=sentence-transformers/all-MiniLM-L6-v2 \
-            --color=yes ${EXTRA_PARAMS} \
-            --capture=tee-sys | tee pytest-${{ inputs.inference-mode }}-$test_type.log; then
-            echo "✅ Tests completed for $test_type"
-          else
-            echo "❌ Tests failed for $test_type"
-            exit 1
-          fi
-        done

.github/actions/setup-ollama/action.yml

@@ -1,11 +1,23 @@
 name: Setup Ollama
 description: Start Ollama
+inputs:
+  run-vision-tests:
+    description: 'Run vision tests: "true" or "false"'
+    required: false
+    default: 'false'
 runs:
   using: "composite"
   steps:
     - name: Start Ollama
       shell: bash
       run: |
-        docker run -d --name ollama -p 11434:11434 docker.io/leseb/ollama-with-models
+        if [ "${{ inputs.run-vision-tests }}" == "true" ]; then
+          image="ollama-with-vision-model"
+        else
+          image="ollama-with-models"
+        fi
+
+        echo "Starting Ollama with image: $image"
+        docker run -d --name ollama -p 11434:11434 docker.io/llamastack/$image
         echo "Verifying Ollama status..."
         timeout 30 bash -c 'while ! curl -s -L http://127.0.0.1:11434; do sleep 1 && echo "."; done'

.github/actions/setup-test-environment/action.yml

@@ -0,0 +1,48 @@
+name: 'Setup Test Environment'
+description: 'Common setup steps for integration tests including dependencies, providers, and build'
+
+inputs:
+  python-version:
+    description: 'Python version to use'
+    required: true
+  client-version:
+    description: 'Client version (latest or published)'
+    required: true
+  provider:
+    description: 'Provider to setup (ollama or vllm)'
+    required: true
+    default: 'ollama'
+  run-vision-tests:
+    description: 'Whether to setup provider for vision tests'
+    required: false
+    default: 'false'
+
+runs:
+  using: 'composite'
+  steps:
+    - name: Install dependencies
+      uses: ./.github/actions/setup-runner
+      with:
+        python-version: ${{ inputs.python-version }}
+        client-version: ${{ inputs.client-version }}
+
+    - name: Setup ollama
+      if: ${{ inputs.provider == 'ollama' }}
+      uses: ./.github/actions/setup-ollama
+      with:
+        run-vision-tests: ${{ inputs.run-vision-tests }}
+
+    - name: Setup vllm
+      if: ${{ inputs.provider == 'vllm' }}
+      uses: ./.github/actions/setup-vllm
+
+    - name: Build Llama Stack
+      shell: bash
+      run: |
+        uv run llama stack build --template ci-tests --image-type venv
+
+    - name: Configure git for commits
+      shell: bash
+      run: |
+        git config --local user.email "github-actions[bot]@users.noreply.github.com"
+        git config --local user.name "github-actions[bot]"

.github/workflows/README.md

@@ -10,6 +10,7 @@ Llama Stack uses GitHub Actions for Continuous Integration (CI). Below is a tabl
 | SqlStore Integration Tests | [integration-sql-store-tests.yml](integration-sql-store-tests.yml) | Run the integration test suite with SqlStore |
 | Integration Tests | [integration-tests.yml](integration-tests.yml) | Run the integration test suite from tests/integration |
 | Vector IO Integration Tests | [integration-vector-io-tests.yml](integration-vector-io-tests.yml) | Run the integration test suite with various VectorIO providers |
+| Vision Inference Integration Tests | [integration-vision-tests.yml](integration-vision-tests.yml) | Run vision inference integration test suite from tests/integration/inference |
 | Pre-commit | [pre-commit.yml](pre-commit.yml) | Run pre-commit checks |
 | Test Llama Stack Build | [providers-build.yml](providers-build.yml) | Test llama stack build |
 | Python Package Build Test | [python-build-test.yml](python-build-test.yml) | Test building the llama-stack PyPI project |

.github/workflows/integration-tests.yml

@@ -5,7 +5,7 @@ run-name: Run the integration test suite from tests/integration
 on:
   push:
     branches: [ main ]
-  pull_request:
+  pull_request_target:
     branches: [ main ]
     types: [opened, synchronize, labeled]
     paths:
@@ -13,10 +13,10 @@ on:
       - 'tests/**'
       - 'uv.lock'
       - 'pyproject.toml'
-      - 'requirements.txt'
       - '.github/workflows/integration-tests.yml' # This workflow
       - '.github/actions/setup-ollama/action.yml'
-      - '.github/actions/run-integration-tests/action.yml'
+      - '.github/actions/setup-test-environment/action.yml'
+      - '.github/actions/run-and-record-tests/action.yml'
   schedule:
     # If changing the cron schedule, update the provider in the test-matrix job
     - cron: '0 0 * * *'  # (test latest client) Daily at 12 AM UTC
@@ -31,6 +31,10 @@ on:
         description: 'Test against a specific provider'
         type: string
         default: 'ollama'
+      force-inference-mode:
+        description: 'Force inference mode (record or replay)'
+        type: string
+        default: ''
 
 concurrency:
   # This creates three concurrency groups:
@@ -73,10 +77,16 @@ jobs:
       - name: Check if re-record-tests label exists
         id: check-rerecord-tests
         run: |
-          if [[ "${{ contains(github.event.pull_request.labels.*.name, 're-record-tests') }}" == "true" ]]; then
+          if [[ "${{ inputs.force-inference-mode }}" == "record" ]]; then
             echo "rerecord-tests=true" >> $GITHUB_OUTPUT
-          else
+          elif [[ "${{ inputs.force-inference-mode }}" == "replay" ]]; then
             echo "rerecord-tests=false" >> $GITHUB_OUTPUT
+          else
+            if [[ "${{ contains(github.event.pull_request.labels.*.name, 're-record-tests') }}" == "true" ]]; then
+              echo "rerecord-tests=true" >> $GITHUB_OUTPUT
+            else
+              echo "rerecord-tests=false" >> $GITHUB_OUTPUT
+            fi
           fi
 
   record-tests:
@@ -92,65 +102,26 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        with:
+          ref: ${{ github.event.pull_request.head.ref }}
+          fetch-depth: 0
 
-      - name: Install dependencies
-        uses: ./.github/actions/setup-runner
+      - name: Setup test environment
+        uses: ./.github/actions/setup-test-environment
         with:
           python-version: "3.12"  # Use single Python version for recording
           client-version: "latest"
+          provider: ${{ inputs.test-provider || 'ollama' }}
 
-      - name: Setup ollama
-        if: ${{ inputs.test-provider == 'ollama' }}
-        uses: ./.github/actions/setup-ollama
-
-      - name: Setup vllm
-        if: ${{ inputs.test-provider == 'vllm' }}
-        uses: ./.github/actions/setup-vllm
-
-      - name: Build Llama Stack
-        run: |
-          uv run llama stack build --template ci-tests --image-type venv
-
-      - name: Configure git for commits
-        run: |
-          git config --local user.email "github-actions[bot]@users.noreply.github.com"
-          git config --local user.name "github-actions[bot]"
-
-      - name: Run Integration Tests for All Types (Recording Mode)
-        uses: ./.github/actions/run-integration-tests
+      - name: Run and record tests
+        uses: ./.github/actions/run-and-record-tests
         with:
           test-types: ${{ needs.discover-tests.outputs.test-types }}
           stack-config: 'server:ci-tests'  # recording must be done with server since more tests are run
-          provider: ${{ inputs.test-provider }}
+          provider: ${{ inputs.test-provider || 'ollama' }}
           inference-mode: 'record'
 
-      - name: Commit and push recordings
-        run: |
-          if ! git diff --quiet tests/integration/recordings/; then
-            echo "Committing recordings"
-            git add tests/integration/recordings/
-            git commit -m "Update recordings"
-            echo "Pushing all recording commits to PR"
-            git push origin HEAD:${{ github.head_ref }}
-          else
-            echo "No recording changes"
-          fi
-
-      - name: Write inference logs to file
-        if: ${{ always() }}
-        run: |
-          sudo docker logs ollama > ollama-recording.log || true
-
-      - name: Upload recording logs
-        if: ${{ always() }}
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
-        with:
-          name: recording-logs-${{ github.run_id }}
-          path: |
-            *.log
-          retention-days: 1
-
-  run-tests:
+  run-replay-mode-tests:
     # Skip this job if we're in recording mode (handled by record-tests job)
     if: ${{ needs.discover-tests.outputs.rerecord-tests != 'true' }}
     needs: discover-tests
@@ -169,41 +140,17 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
-      - name: Install dependencies
-        uses: ./.github/actions/setup-runner
+      - name: Setup test environment
+        uses: ./.github/actions/setup-test-environment
         with:
           python-version: ${{ matrix.python-version }}
           client-version: ${{ matrix.client-version }}
+          provider: ${{ matrix.provider }}
 
-      - name: Build Llama Stack
-        run: |
-          uv run llama stack build --template ci-tests --image-type venv
-
-      - name: Check Storage and Memory Available Before Tests
-        if: ${{ always() }}
-        run: |
-          free -h
-          df -h
-
-      - name: Run Integration Tests (Replay Mode)
-        uses: ./.github/actions/run-integration-tests
+      - name: Run and record tests
+        uses: ./.github/actions/run-and-record-tests
         with:
           test-types: ${{ needs.discover-tests.outputs.test-types }}
           stack-config: ${{ matrix.client-type == 'library' && 'ci-tests' || 'server:ci-tests' }}
           provider: ${{ matrix.provider }}
           inference-mode: 'replay'
-
-      - name: Check Storage and Memory Available After Tests
-        if: ${{ always() }}
-        run: |
-          free -h
-          df -h
-
-      - name: Upload test logs on failure
-        if: ${{ failure() }}
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
-        with:
-          name: test-logs-${{ github.run_id }}-${{ github.run_attempt }}-${{ matrix.provider }}-${{ matrix.client-type }}-${{ matrix.python-version }}-${{ matrix.client-version }}
-          path: |
-            *.log
-          retention-days: 1

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

@@ -0,0 +1,141 @@
+name: Vision Inference Integration Tests
+
+run-name: Run vision inference integration test suite from tests/integration/inference
+
+on:
+  push:
+    branches: [ main ]
+  pull_request_target:
+    branches: [ main ]
+    types: [opened, synchronize, labeled]
+    paths:
+      - 'llama_stack/**'
+      - 'tests/**'
+      - 'uv.lock'
+      - 'pyproject.toml'
+      - '.github/workflows/integration-vision-tests.yml' # This workflow
+      - '.github/actions/setup-ollama/action.yml'
+      - '.github/actions/setup-test-environment/action.yml'
+      - '.github/actions/run-and-record-tests/action.yml'
+  workflow_dispatch:
+    inputs:
+      test-all-client-versions:
+        description: 'Test against both the latest and published versions'
+        type: boolean
+        default: false
+      force-inference-mode:
+        description: 'Force inference mode (record or replay)'
+        type: string
+        default: ''
+
+concurrency:
+  # This creates three concurrency groups:
+  #   ${{ github.workflow }}-${{ github.ref }}-rerecord (for valid triggers with re-record-tests label)
+  #   ${{ github.workflow }}-${{ github.ref }}-replay (for valid triggers without re-record-tests label)
+  #   ${{ github.workflow }}-${{ github.ref }}-no-run (for invalid triggers that will be skipped)
+  # The "no-run" group ensures that irrelevant label events don't interfere with the real workflows.
+  group: >-
+    ${{ github.workflow }}-${{ github.ref }}-${{
+    ((github.event.action == 'opened' || github.event.action == 'synchronize') && 'replay') ||
+    ((github.event.action == 'labeled' && contains(github.event.pull_request.labels.*.name, 're-record-tests')) && 'rerecord' ||
+    'no-run')
+    }}
+  cancel-in-progress: true
+
+jobs:
+  discover-tests:
+    if: |
+      github.event.action == 'opened' ||
+      github.event.action == 'synchronize' ||
+      (github.event.action == 'labeled' && contains(github.event.pull_request.labels.*.name, 're-record-tests'))
+    runs-on: ubuntu-latest
+    outputs:
+      rerecord-tests: ${{ steps.check-rerecord-tests.outputs.rerecord-tests }}
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+
+      - name: Check if re-record-tests label exists
+        id: check-rerecord-tests
+        run: |
+          if [[ "${{ inputs.force-inference-mode }}" == "record" ]]; then
+            echo "rerecord-tests=true" >> $GITHUB_OUTPUT
+          elif [[ "${{ inputs.force-inference-mode }}" == "replay" ]]; then
+            echo "rerecord-tests=false" >> $GITHUB_OUTPUT
+          else
+            if [[ "${{ contains(github.event.pull_request.labels.*.name, 're-record-tests') }}" == "true" ]]; then
+              echo "rerecord-tests=true" >> $GITHUB_OUTPUT
+            else
+              echo "rerecord-tests=false" >> $GITHUB_OUTPUT
+            fi
+          fi
+
+  record-tests:
+    # Sequential job for recording to avoid SQLite conflicts
+    if: ${{ needs.discover-tests.outputs.rerecord-tests == 'true' }}
+    needs: discover-tests
+    runs-on: ubuntu-latest
+
+    permissions:
+      contents: write
+      pull-requests: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        with:
+          ref: ${{ github.event.pull_request.head.ref }}
+          fetch-depth: 0
+
+      - name: Setup test environment
+        uses: ./.github/actions/setup-test-environment
+        with:
+          python-version: "3.12"  # Use single Python version for recording
+          client-version: "latest"
+          provider: 'ollama'
+          run-vision-tests: 'true'
+
+      - name: Run and record tests
+        uses: ./.github/actions/run-and-record-tests
+        with:
+          test-types: '["vision"]'
+          stack-config: 'server:ci-tests'  # re-recording must be done in server mode
+          provider: 'ollama'
+          inference-mode: 'record'
+          run-vision-tests: 'true'
+
+  run-replay-mode-tests:
+    # Skip this job if we're in recording mode (handled by record-tests job)
+    if: ${{ needs.discover-tests.outputs.rerecord-tests != 'true' }}
+    needs: discover-tests
+    runs-on: ubuntu-latest
+
+    strategy:
+      fail-fast: false
+      matrix:
+        client-type: [library]
+        provider: [ollama]
+        python-version: ["3.12"]
+        client-version: ["latest"]
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+
+      - name: Setup test environment
+        uses: ./.github/actions/setup-test-environment
+        with:
+          python-version: ${{ matrix.python-version }}
+          client-version: ${{ matrix.client-version }}
+          provider: ${{ matrix.provider }}
+          run-vision-tests: 'true'
+
+      - name: Run and record tests
+        uses: ./.github/actions/run-and-record-tests
+        with:
+          test-types: '["vision"]'
+          stack-config: ${{ matrix.client-type == 'library' && 'ci-tests' || 'server:ci-tests' }}
+          provider: ${{ matrix.provider }}
+          inference-mode: 'replay'
+          run-vision-tests: 'true'

tests/containers/ollama-with-models.containerfile

@@ -1,5 +1,6 @@
 # Containerfile used to build our all in one ollama image to run tests in CI
-# podman build --platform linux/amd64 -f Containerfile -t ollama-with-models .
+#
+# podman build --platform linux/amd64 -f ./ollama-with-models.containerfile -t ollama-with-models .
 #
 FROM --platform=linux/amd64 ollama/ollama:latest
 

tests/containers/ollama-with-vision-model.containerfile

@@ -0,0 +1,14 @@
+# Containerfile used to build our Ollama image with vision model to run tests in CI
+#
+# podman build --platform linux/amd64 -f ./ollama-with-vision-model.containerfile -t ollama-with-vision-model .
+#
+FROM --platform=linux/amd64 ollama/ollama:latest
+
+# Start ollama and pull models in a single layer
+RUN ollama serve & \
+    sleep 5 && \
+    ollama pull llama3.2-vision:11b && \
+    ollama pull all-minilm:l6-v2
+
+# Set the entrypoint to start ollama serve
+ENTRYPOINT ["ollama", "serve"]

tests/integration/inference/test_vision_inference.py

@@ -25,12 +25,6 @@ def base64_image_data(image_path):
     return base64.b64encode(image_path.read_bytes()).decode("utf-8")
 
 
-@pytest.fixture
-def base64_image_url(base64_image_data, image_path):
-    # suffix includes the ., so we remove it
-    return f"data:image/{image_path.suffix[1:]};base64,{base64_image_data}"
-
-
 def test_image_chat_completion_non_streaming(client_with_models, vision_model_id):
     message = {
         "role": "user",
@@ -78,7 +72,9 @@ def multi_image_data():
 def test_image_chat_completion_multiple_images(client_with_models, vision_model_id, multi_image_data, stream):
     supported_models = ["llama-4", "gpt-4o", "llama4"]
     if not any(model in vision_model_id.lower() for model in supported_models):
-        pytest.skip(f"Skip for non-supported model: {vision_model_id}")
+        pytest.skip(
+            f"Skip since multi-image tests are only supported for {supported_models}, not for {vision_model_id}"
+        )
 
     messages = [
         {
@@ -183,24 +179,13 @@ def test_image_chat_completion_streaming(client_with_models, vision_model_id):
     assert any(expected in streamed_content for expected in {"dog", "puppy", "pup"})
 
 
-@pytest.mark.parametrize("type_", ["url", "data"])
-def test_image_chat_completion_base64(client_with_models, vision_model_id, base64_image_data, base64_image_url, type_):
+def test_image_chat_completion_base64(client_with_models, vision_model_id, base64_image_data):
     image_spec = {
-        "url": {
-            "type": "image",
-            "image": {
-                "url": {
-                    "uri": base64_image_url,
-                },
-            },
+        "type": "image",
+        "image": {
+            "data": base64_image_data,
         },
-        "data": {
-            "type": "image",
-            "image": {
-                "data": base64_image_data,
-            },
-        },
-    }[type_]
+    }
 
     message = {
         "role": "user",

tests/integration/recordings/responses/00ba04f74a96.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:32:56.173703Z",
+        "created_at": "2025-07-31T17:59:03.590710793Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 136508333,
-        "load_duration": 65819417,
+        "total_duration": 1043588135,
+        "load_duration": 41601119,
         "prompt_eval_count": 216,
-        "prompt_eval_duration": 58491125,
+        "prompt_eval_duration": 957017411,
         "eval_count": 2,
-        "eval_duration": 11513166,
+        "eval_duration": 44409088,
         "response": "safe",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/011f70e24ce4.json

@@ -20,398 +20,398 @@
         "created_at": null,
         "done": null,
         "done_reason": null,
-        "total_duration": 36244625,
-        "load_duration": 29784250,
+        "total_duration": 14017069,
+        "load_duration": 6084798,
         "prompt_eval_count": 6,
         "prompt_eval_duration": null,
         "eval_count": null,
         "eval_duration": null,
         "embeddings": [
           [
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tests/integration/recordings/responses/04172112ffbb.json

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@@ -327,15 +327,15 @@
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tests/integration/recordings/responses/0b27fd737699.json

@@ -20,15 +20,15 @@
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       "__data__": {
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-        "created_at": "2025-07-29T20:04:06.573878Z",
+        "created_at": "2025-07-31T17:43:37.656005919Z",
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tests/integration/recordings/responses/10eea8c15ddc.json

@@ -20,15 +20,15 @@
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-        "created_at": "2025-07-29T20:32:54.937275Z",
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tests/integration/recordings/responses/12913f20f6ac.json

@@ -1,7 +1,7 @@
 {
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-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
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@@ -21,7 +21,7 @@
       {
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+          "id": "chatcmpl-389",
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@@ -36,7 +36,7 @@
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@@ -47,7 +47,7 @@
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@@ -73,11 +73,11 @@
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@@ -88,7 +88,7 @@
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@@ -99,7 +99,7 @@
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@@ -125,7 +125,7 @@
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@@ -177,7 +177,7 @@
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           "service_tier": null,
@@ -255,7 +255,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-471",
+          "id": "chatcmpl-389",
           "choices": [
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@@ -270,7 +270,7 @@
               "logprobs": null
             }
           ],
-          "created": 1753814881,
+          "created": 1753984663,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,

tests/integration/recordings/responses/17253d7cc667.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:32:55.608024Z",
+        "created_at": "2025-07-31T17:59:00.488769233Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 154273583,
-        "load_duration": 77349416,
+        "total_duration": 983619113,
+        "load_duration": 41180204,
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+        "eval_duration": 43157634,
         "response": "safe",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/174458ad71b2.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:32:56.012655Z",
+        "created_at": "2025-07-31T17:59:02.537234214Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 161642875,
-        "load_duration": 91197291,
+        "total_duration": 1015701193,
+        "load_duration": 47423661,
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-        "eval_duration": 11680042,
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         "response": "safe",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/177ba8517262.json

@@ -1,7 +1,7 @@
 {
   "request": {
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-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
     "body": {
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@@ -40,7 +40,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-751",
+          "id": "chatcmpl-943",
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@@ -55,7 +55,7 @@
               "logprobs": null
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           ],
-          "created": 1753819483,
+          "created": 1753984048,
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           "service_tier": null,
@@ -66,7 +66,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
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+          "id": "chatcmpl-943",
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@@ -81,7 +81,7 @@
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@@ -92,7 +92,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-751",
+          "id": "chatcmpl-943",
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@@ -107,7 +107,7 @@
               "logprobs": null
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-          "created": 1753819484,
+          "created": 1753984049,
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@@ -118,7 +118,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
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+          "id": "chatcmpl-943",
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@@ -133,7 +133,7 @@
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-          "created": 1753819484,
+          "created": 1753984049,
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@@ -144,7 +144,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
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+          "id": "chatcmpl-943",
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@@ -159,7 +159,7 @@
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@@ -170,7 +170,7 @@
       {
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@@ -185,7 +185,7 @@
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@@ -196,7 +196,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-751",
+          "id": "chatcmpl-943",
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@@ -211,7 +211,7 @@
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-          "created": 1753819484,
+          "created": 1753984049,
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@@ -222,7 +222,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
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+          "id": "chatcmpl-943",
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@@ -237,7 +237,7 @@
               "logprobs": null
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-          "created": 1753819484,
+          "created": 1753984050,
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           "object": "chat.completion.chunk",
           "service_tier": null,

tests/integration/recordings/responses/178016edef0e.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:32:55.17221Z",
+        "created_at": "2025-07-31T17:58:58.335054803Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 202771625,
-        "load_duration": 106436417,
+        "total_duration": 1092208348,
+        "load_duration": 45235490,
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-        "prompt_eval_duration": 51609667,
+        "prompt_eval_duration": 872577650,
         "eval_count": 5,
-        "eval_duration": 44108208,
+        "eval_duration": 173862384,
         "response": "unsafe\nS12",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/197228e26971.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:32:55.416769Z",
+        "created_at": "2025-07-31T17:58:59.493522835Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 210498750,
-        "load_duration": 99757250,
+        "total_duration": 1148787184,
+        "load_duration": 42525776,
         "prompt_eval_count": 213,
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+        "prompt_eval_duration": 933024346,
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-        "eval_duration": 44342917,
+        "eval_duration": 172702102,
         "response": "unsafe\nS2",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/198ef7208389.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:32:54.471261Z",
+        "created_at": "2025-07-31T17:58:55.036336937Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 452251417,
-        "load_duration": 50378583,
+        "total_duration": 7465058538,
+        "load_duration": 4385384246,
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         "response": "unsafe\nS1",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/1adfaa0e062e.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:32:55.817669Z",
+        "created_at": "2025-07-31T17:59:01.511604644Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 184528709,
-        "load_duration": 110146792,
+        "total_duration": 1013469330,
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-        "prompt_eval_duration": 62390792,
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-        "eval_duration": 11431333,
+        "eval_duration": 44766715,
         "response": "safe",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/1b45391880c6.json

@@ -1,7 +1,7 @@
 {
   "request": {
     "method": "POST",
-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
     "body": {
       "model": "llama3.2:3b-instruct-fp16",
@@ -24,7 +24,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-434",
+          "id": "chatcmpl-639",
           "choices": [
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               "delta": {
@@ -39,7 +39,7 @@
               "logprobs": null
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           ],
-          "created": 1753819483,
+          "created": 1753984042,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,
@@ -50,7 +50,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-434",
+          "id": "chatcmpl-639",
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@@ -65,7 +65,7 @@
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-          "created": 1753819483,
+          "created": 1753984042,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,
@@ -76,7 +76,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-434",
+          "id": "chatcmpl-639",
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@@ -91,7 +91,7 @@
               "logprobs": null
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-          "created": 1753819483,
+          "created": 1753984042,
           "model": "llama3.2:3b-instruct-fp16",
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           "service_tier": null,
@@ -102,7 +102,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-434",
+          "id": "chatcmpl-639",
           "choices": [
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@@ -117,7 +117,7 @@
               "logprobs": null
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-          "created": 1753819483,
+          "created": 1753984042,
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@@ -128,7 +128,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-434",
+          "id": "chatcmpl-639",
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@@ -143,7 +143,7 @@
               "logprobs": null
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-          "created": 1753819483,
+          "created": 1753984042,
           "model": "llama3.2:3b-instruct-fp16",
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           "service_tier": null,
@@ -154,7 +154,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-434",
+          "id": "chatcmpl-639",
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@@ -169,7 +169,7 @@
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-          "created": 1753819483,
+          "created": 1753984043,
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@@ -180,7 +180,7 @@
       {
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         "__data__": {
-          "id": "chatcmpl-434",
+          "id": "chatcmpl-639",
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@@ -195,7 +195,7 @@
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-          "created": 1753819483,
+          "created": 1753984043,
           "model": "llama3.2:3b-instruct-fp16",
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           "service_tier": null,
@@ -206,7 +206,7 @@
       {
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         "__data__": {
-          "id": "chatcmpl-434",
+          "id": "chatcmpl-639",
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@@ -221,7 +221,7 @@
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-          "created": 1753819483,
+          "created": 1753984043,
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tests/integration/recordings/responses/1b8394f90636.json

@@ -22,15 +22,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama3.2:3b-instruct-fp16",
-        "created_at": "2025-07-29T18:47:24.383192Z",
+        "created_at": "2025-07-31T17:53:05.348866852Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 2393598000,
-        "load_duration": 90501917,
+        "total_duration": 8992037446,
+        "load_duration": 46010833,
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+        "prompt_eval_duration": 1464208894,
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         "response": " _______.\n\nThe best answer is blue. The traditional nursery rhyme goes like this:\n\nRoses are red,\nViolets are blue,\nSugar is sweet,\nAnd so are you! (Or something similar.)",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/1b92be674e2a.json

@@ -20,15 +20,15 @@
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       "__data__": {
         "model": "llama3.2:3b-instruct-fp16",
-        "created_at": "2025-07-29T21:56:09.951749Z",
+        "created_at": "2025-07-31T17:50:06.140190726Z",
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         "done_reason": "stop",
-        "total_duration": 1110064084,
-        "load_duration": 86978750,
+        "total_duration": 5213341378,
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+        "prompt_eval_duration": 1049424427,
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-        "eval_duration": 951124708,
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         "response": "Mark Zuckerberg is the founder, chairman and CEO of Meta, which he originally founded as Facebook in 2004.",
         "thinking": null,
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tests/integration/recordings/responses/1f48f4b2ae33.json

@@ -20,398 +20,398 @@
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tests/integration/recordings/responses/211b1562d4e6.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama3.2:3b-instruct-fp16",
-        "created_at": "2025-07-29T18:47:29.108049Z",
+        "created_at": "2025-07-31T17:53:32.034301682Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 334746667,
-        "load_duration": 55090709,
+        "total_duration": 2744857982,
+        "load_duration": 42715044,
         "prompt_eval_count": 23,
-        "prompt_eval_duration": 74557791,
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-        "eval_duration": 204410292,
+        "eval_duration": 904888348,
         "response": "Humans live on Earth.",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/2afe3b38ca01.json

@@ -22,7 +22,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:10.08526Z",
+          "created_at": "2025-07-31T17:44:24.112976431Z",
           "done": false,
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@@ -40,7 +40,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T20:04:10.127897Z",
+          "created_at": "2025-07-31T17:44:24.296397308Z",
           "done": false,
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@@ -58,7 +58,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T20:04:10.169908Z",
+          "created_at": "2025-07-31T17:44:24.481740915Z",
           "done": false,
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@@ -76,7 +76,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:10.212259Z",
+          "created_at": "2025-07-31T17:44:24.69085854Z",
           "done": false,
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@@ -94,7 +94,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:10.255764Z",
+          "created_at": "2025-07-31T17:44:24.912926392Z",
           "done": false,
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@@ -112,7 +112,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T20:04:10.297701Z",
+          "created_at": "2025-07-31T17:44:25.132377421Z",
           "done": false,
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           "total_duration": null,
@@ -130,7 +130,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:10.33936Z",
+          "created_at": "2025-07-31T17:44:25.350113938Z",
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tests/integration/recordings/responses/2d187a11704c.json

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tests/integration/recordings/responses/31407e035752.json

@@ -1,7 +1,7 @@
 {
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     "method": "POST",
-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
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@@ -21,7 +21,7 @@
       {
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         "__data__": {
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+          "id": "chatcmpl-847",
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@@ -36,7 +36,7 @@
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@@ -47,7 +47,7 @@
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+          "id": "chatcmpl-847",
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         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
+          "choices": [
+            {
+              "delta": {
+                "content": " city",
+                "function_call": null,
+                "refusal": null,
+                "role": "assistant",
+                "tool_calls": null
+              },
+              "finish_reason": null,
+              "index": 0,
+              "logprobs": null
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+          ],
+          "created": 1753984692,
+          "model": "llama3.2:3b-instruct-fp16",
+          "object": "chat.completion.chunk",
+          "service_tier": null,
+          "system_fingerprint": "fp_ollama",
+          "usage": null
+        }
+      },
+      {
+        "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
+        "__data__": {
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           "choices": [
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@@ -88,7 +114,7 @@
               "logprobs": null
             }
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+          "created": 1753984692,
           "model": "llama3.2:3b-instruct-fp16",
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           "service_tier": null,
@@ -99,7 +125,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -114,7 +140,7 @@
               "logprobs": null
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           ],
-          "created": 1753814884,
+          "created": 1753984692,
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           "service_tier": null,
@@ -125,7 +151,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -140,7 +166,7 @@
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+          "created": 1753984692,
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@@ -151,7 +177,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -166,7 +192,7 @@
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+          "created": 1753984693,
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           "service_tier": null,
@@ -177,7 +203,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -192,7 +218,7 @@
               "logprobs": null
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           ],
-          "created": 1753814884,
+          "created": 1753984693,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,
@@ -203,7 +229,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -218,7 +244,7 @@
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+          "created": 1753984693,
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@@ -229,7 +255,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -244,7 +270,7 @@
               "logprobs": null
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-          "created": 1753814884,
+          "created": 1753984693,
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@@ -255,7 +281,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
           "choices": [
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               "delta": {
@@ -270,7 +296,7 @@
               "logprobs": null
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           ],
-          "created": 1753814885,
+          "created": 1753984693,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,
@@ -281,7 +307,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
           "choices": [
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               "delta": {
@@ -296,7 +322,7 @@
               "logprobs": null
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           ],
-          "created": 1753814885,
+          "created": 1753984693,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,
@@ -307,7 +333,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
           "choices": [
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@@ -322,7 +348,7 @@
               "logprobs": null
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+          "created": 1753984694,
           "model": "llama3.2:3b-instruct-fp16",
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           "service_tier": null,
@@ -333,7 +359,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
           "choices": [
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@@ -348,7 +374,7 @@
               "logprobs": null
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           ],
-          "created": 1753814885,
+          "created": 1753984694,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,
@@ -359,7 +385,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -374,7 +400,7 @@
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+          "created": 1753984694,
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@@ -385,7 +411,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -400,7 +426,7 @@
               "logprobs": null
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+          "created": 1753984694,
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@@ -411,7 +437,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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               "delta": {
@@ -426,7 +452,7 @@
               "logprobs": null
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           ],
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+          "created": 1753984694,
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@@ -437,7 +463,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -452,7 +478,7 @@
               "logprobs": null
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           ],
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+          "created": 1753984694,
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           "object": "chat.completion.chunk",
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@@ -463,7 +489,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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@@ -478,7 +504,7 @@
               "logprobs": null
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           ],
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+          "created": 1753984695,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,
@@ -489,7 +515,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
           "choices": [
             {
               "delta": {
@@ -504,7 +530,7 @@
               "logprobs": null
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           ],
-          "created": 1753814885,
+          "created": 1753984695,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,
@@ -515,7 +541,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-850",
+          "id": "chatcmpl-847",
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             {
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@@ -530,7 +556,7 @@
               "logprobs": null
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           ],
-          "created": 1753814885,
+          "created": 1753984695,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,

tests/integration/recordings/responses/35db283fef1d.json

@@ -1,7 +1,7 @@
 {
   "request": {
     "method": "POST",
-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
     "body": {
       "model": "llama3.2:3b-instruct-fp16",
@@ -38,7 +38,7 @@
     "body": {
       "__type__": "openai.types.chat.chat_completion.ChatCompletion",
       "__data__": {
-        "id": "chatcmpl-331",
+        "id": "chatcmpl-264",
         "choices": [
           {
             "finish_reason": "tool_calls",
@@ -53,7 +53,7 @@
               "function_call": null,
               "tool_calls": [
                 {
-                  "id": "call_za2swdo9",
+                  "id": "call_99dd5wna",
                   "function": {
                     "arguments": "{\"city\":\"Tokyo\"}",
                     "name": "get_weather"
@@ -65,15 +65,15 @@
             }
           }
         ],
-        "created": 1753814888,
+        "created": 1753984717,
         "model": "llama3.2:3b-instruct-fp16",
         "object": "chat.completion",
         "service_tier": null,
         "system_fingerprint": "fp_ollama",
         "usage": {
-          "completion_tokens": 18,
+          "completion_tokens": 15,
           "prompt_tokens": 177,
-          "total_tokens": 195,
+          "total_tokens": 192,
           "completion_tokens_details": null,
           "prompt_tokens_details": null
         }

tests/integration/recordings/responses/3c3f13cb7794.json

@@ -21,7 +21,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:29.322498Z",
+          "created_at": "2025-07-31T17:53:33.397554906Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -39,7 +39,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:29.366077Z",
+          "created_at": "2025-07-31T17:53:33.586274792Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -57,7 +57,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T18:47:29.408909Z",
+          "created_at": "2025-07-31T17:53:33.765410961Z",
           "done": false,
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           "total_duration": null,
@@ -75,7 +75,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T18:47:29.451051Z",
+          "created_at": "2025-07-31T17:53:33.943915332Z",
           "done": false,
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           "total_duration": null,
@@ -93,7 +93,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T18:47:29.492622Z",
+          "created_at": "2025-07-31T17:53:34.129095862Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -111,7 +111,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:29.534265Z",
+          "created_at": "2025-07-31T17:53:34.311777808Z",
           "done": false,
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           "total_duration": null,
@@ -129,7 +129,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T18:47:29.576141Z",
+          "created_at": "2025-07-31T17:53:34.494210854Z",
           "done": false,
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@@ -147,7 +147,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T18:47:29.617693Z",
+          "created_at": "2025-07-31T17:53:34.678960603Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -165,7 +165,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T18:47:29.658779Z",
+          "created_at": "2025-07-31T17:53:34.8612541Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -183,7 +183,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:29.699936Z",
+          "created_at": "2025-07-31T17:53:35.046305051Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -201,15 +201,15 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:29.74208Z",
+          "created_at": "2025-07-31T17:53:35.234671072Z",
           "done": true,
           "done_reason": "stop",
-          "total_duration": 570982833,
-          "load_duration": 78768458,
+          "total_duration": 3173172688,
+          "load_duration": 41807088,
           "prompt_eval_count": 26,
-          "prompt_eval_duration": 69632083,
+          "prompt_eval_duration": 1292827697,
           "eval_count": 11,
-          "eval_duration": 421479000,
+          "eval_duration": 1837992731,
           "response": "",
           "thinking": null,
           "context": null

tests/integration/recordings/responses/4014dd44c15f.json

@@ -1,7 +1,7 @@
 {
   "request": {
     "method": "POST",
-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
     "body": {
       "model": "llama3.2:3b-instruct-fp16",
@@ -39,7 +39,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-448",
+          "id": "chatcmpl-347",
           "choices": [
             {
               "delta": {
@@ -50,7 +50,7 @@
                 "tool_calls": [
                   {
                     "index": 0,
-                    "id": "call_esyvjxp3",
+                    "id": "call_9732h2cb",
                     "function": {
                       "arguments": "{\"city\":\"Tokyo\"}",
                       "name": "get_weather"
@@ -64,7 +64,7 @@
               "logprobs": null
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           ],
-          "created": 1753814883,
+          "created": 1753984686,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,
@@ -75,7 +75,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-448",
+          "id": "chatcmpl-347",
           "choices": [
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               "delta": {
@@ -90,7 +90,7 @@
               "logprobs": null
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           ],
-          "created": 1753814883,
+          "created": 1753984686,
           "model": "llama3.2:3b-instruct-fp16",
           "object": "chat.completion.chunk",
           "service_tier": null,

tests/integration/recordings/responses/40f524d1934a.json

@@ -21,7 +21,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.070599Z",
+          "created_at": "2025-07-31T17:54:04.749672905Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -39,7 +39,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.112828Z",
+          "created_at": "2025-07-31T17:54:04.935716874Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -57,7 +57,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.154976Z",
+          "created_at": "2025-07-31T17:54:05.124992167Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -75,7 +75,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.197203Z",
+          "created_at": "2025-07-31T17:54:05.313306567Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -93,7 +93,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.239672Z",
+          "created_at": "2025-07-31T17:54:05.496860421Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -111,7 +111,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.281331Z",
+          "created_at": "2025-07-31T17:54:05.682903521Z",
           "done": false,
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@@ -129,7 +129,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.323134Z",
+          "created_at": "2025-07-31T17:54:05.868324667Z",
           "done": false,
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           "total_duration": null,
@@ -147,7 +147,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.364766Z",
+          "created_at": "2025-07-31T17:54:06.061112692Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -165,7 +165,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.406481Z",
+          "created_at": "2025-07-31T17:54:06.268369491Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -183,7 +183,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.448383Z",
+          "created_at": "2025-07-31T17:54:06.47768613Z",
           "done": false,
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         "response": "It seems like you're trying to test the system, but I'm not sure what specific functionality or feature you'd like to test. Could you please provide more context or clarify what you're looking for? I'll do my best to assist you!",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/477f8946bf7d.json

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tests/integration/recordings/responses/6906a6e71988.json

@@ -20,15 +20,15 @@
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tests/integration/recordings/responses/6cc063bbd7d3.json

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@@ -147,7 +147,7 @@
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@@ -273,7 +273,7 @@
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@@ -291,7 +291,7 @@
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@@ -327,7 +327,7 @@
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tests/integration/recordings/responses/6d35c91287e2.json

@@ -22,7 +22,7 @@
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@@ -40,7 +40,7 @@
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@@ -58,7 +58,7 @@
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@@ -94,7 +94,7 @@
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@@ -130,7 +130,7 @@
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@@ -148,7 +148,7 @@
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@@ -166,7 +166,7 @@
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@@ -184,7 +184,7 @@
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@@ -202,7 +202,7 @@
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@@ -220,7 +220,7 @@
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@@ -238,15 +238,15 @@
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tests/integration/recordings/responses/6fbea1abca7c.json

@@ -22,7 +22,7 @@
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@@ -40,7 +40,7 @@
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@@ -58,7 +58,7 @@
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@@ -76,7 +76,7 @@
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@@ -94,7 +94,7 @@
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tests/integration/recordings/responses/70adef2c30c4.json

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         "response": "The answer is Saturn! Saturn's ring system is one of the most iconic and well-known in our solar system. The rings are made up of ice particles, rock debris, and dust that orbit around the planet due to its gravitational pull.\n\nWould you like to know more about Saturn's rings or is there something else I can help you with?",
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tests/integration/recordings/responses/7354ec181984.json

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         "response": "The smallest country in the world is the Vatican City, which has a total area of approximately 0.44 km\u00b2 (0.17 sq mi). It is an independent city-state located within Rome, Italy, and is home to the Pope and the central government of the Catholic Church.\n\nTo put that into perspective, the Vatican City is smaller than a golf course! Despite its tiny size, it has its own government, currency, postal system, and even its own police force. It's also home to numerous iconic landmarks like St. Peter's Basilica and the Sistine Chapel.\n\nInterestingly, the Vatican City is not only the smallest country in the world but also the most densely populated, with a population of just over 800 people!",
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tests/integration/recordings/responses/75d0dd9d0fa3.json

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         "response": "{ \"name\": \"Michael Jordan\", \"year_born\": \"1963\", \"year_retired\": \"2003\"}\n    ",
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tests/integration/recordings/responses/76b89a84cd6f.json

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tests/integration/recordings/responses/7b4815aba6c5.json

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@@ -130,7 +130,7 @@
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@@ -166,7 +166,7 @@
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@@ -184,7 +184,7 @@
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@@ -202,7 +202,7 @@
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@@ -220,7 +220,7 @@
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@@ -238,7 +238,7 @@
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@@ -256,7 +256,7 @@
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@@ -274,7 +274,7 @@
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@@ -292,7 +292,7 @@
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@@ -310,7 +310,7 @@
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@@ -328,7 +328,7 @@
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@@ -346,15 +346,15 @@
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-          "created_at": "2025-07-29T20:04:08.915128Z",
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           "done": true,
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-          "total_duration": 1584166500,
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+          "total_duration": 33974512186,
+          "load_duration": 44406815,
           "prompt_eval_count": 368,
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tests/integration/recordings/responses/7e6806cba34a.json

@@ -21,7 +21,7 @@
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@@ -39,7 +39,7 @@
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@@ -57,7 +57,7 @@
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@@ -75,7 +75,7 @@
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@@ -93,7 +93,7 @@
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@@ -111,7 +111,7 @@
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@@ -129,7 +129,7 @@
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@@ -147,7 +147,7 @@
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@@ -165,7 +165,7 @@
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@@ -183,7 +183,7 @@
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@@ -201,7 +201,7 @@
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tests/integration/recordings/responses/80e4404d8987.json

@@ -22,7 +22,7 @@
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@@ -40,7 +40,7 @@
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@@ -58,7 +58,7 @@
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@@ -166,7 +166,7 @@
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@@ -184,15 +184,15 @@
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tests/integration/recordings/responses/80f09f27dd61.json

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 {
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+    "url": "http://0.0.0.0:11434/v1/v1/completions",
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     "body": {
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             "message": {
-              "content": "Hello! Welcome. How can I assist you today?",
+              "content": "Hello! It's nice to meet you. Is there something I can help you with, or would you like to chat?",
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tests/integration/recordings/responses/836f51dfb3c5.json

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tests/integration/recordings/responses/83c2ffb72daa.json

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tests/integration/recordings/responses/840fbb380b73.json

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tests/integration/recordings/responses/85594a69d74a.json

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tests/integration/recordings/responses/90fec951fdb9.json

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tests/integration/recordings/responses/97d3812bfccb.json

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tests/integration/recordings/responses/97e259c0d3e5.json

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@@ -130,7 +130,7 @@
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@@ -148,7 +148,7 @@
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@@ -166,7 +166,7 @@
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@@ -184,7 +184,7 @@
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@@ -202,7 +202,7 @@
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@@ -220,7 +220,7 @@
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@@ -238,7 +238,7 @@
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@@ -256,7 +256,7 @@
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@@ -274,7 +274,7 @@
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@@ -292,7 +292,7 @@
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@@ -310,7 +310,7 @@
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@@ -328,7 +328,7 @@
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@@ -346,15 +346,15 @@
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-          "created_at": "2025-07-29T20:04:14.358392Z",
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tests/integration/recordings/responses/9b812cbcb88d.json

@@ -20,15 +20,15 @@
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tests/integration/recordings/responses/9c4bc9c3e7ac.json

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tests/integration/recordings/responses/9e7a83d3d596.json

@@ -1,7 +1,7 @@
 {
   "request": {
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-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
     "body": {
       "model": "llama3.2:3b-instruct-fp16",
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     "body": {
       "__type__": "openai.types.completion.Completion",
       "__data__": {
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-            "text": "Blue.\n\nExplanation: This is a classic example of an alliterative poem, often referred to as \"red roses.\" The original phrase, \"Roses are red,\" was actually coined by Ernest Thesiger in 1910 and was followed by the complementary phrase, making the complete sentence a poetic device called an \"alliterative couplet.\""
+            "text": "Blue.\n\nExplanation: This is a play on words from the classic Valentine's Day poem \"Roses are red, violets are blue.\" The original poem typically ends with the line \"sent my love to you,\" but in this adaptation, I've altered it to rhyme by replacing \"blue\" with \"blue\" (a pun). However, it also makes a clever non-literary response."
           }
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-        "created": 1753814830,
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         "usage": {
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-          "total_tokens": 121,
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tests/integration/recordings/responses/9fadf5a3d68f.json

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-        "created_at": "2025-07-29T20:04:25.942494Z",
+        "created_at": "2025-07-31T17:46:18.2684163Z",
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-        "total_duration": 282345834,
-        "load_duration": 106002125,
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         "eval_count": 2,
-        "eval_duration": 26498000,
+        "eval_duration": 40546191,
         "response": "safe",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/a410d4840402.json

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tests/integration/recordings/responses/a59d0d7c1485.json

@@ -20,15 +20,15 @@
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       "__data__": {
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-        "created_at": "2025-07-29T20:04:27.609269Z",
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         "done_reason": "stop",
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         "response": "safe",
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tests/integration/recordings/responses/a6810c23eda8.json

@@ -23,7 +23,7 @@
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@@ -59,7 +59,7 @@
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@@ -77,7 +77,7 @@
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@@ -131,7 +131,7 @@
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@@ -149,7 +149,7 @@
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@@ -167,7 +167,7 @@
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@@ -185,7 +185,7 @@
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@@ -203,7 +203,7 @@
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@@ -221,7 +221,7 @@
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@@ -239,7 +239,7 @@
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@@ -257,7 +257,7 @@
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@@ -275,7 +275,7 @@
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@@ -293,7 +293,7 @@
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@@ -311,7 +311,7 @@
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@@ -329,7 +329,7 @@
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@@ -347,7 +347,7 @@
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@@ -365,7 +365,7 @@
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@@ -383,7 +383,7 @@
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@@ -401,7 +401,7 @@
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@@ -419,7 +419,7 @@
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@@ -437,7 +437,7 @@
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@@ -455,7 +455,7 @@
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tests/integration/recordings/responses/ae1c22f18ecc.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama3.2:3b-instruct-fp16",
-        "created_at": "2025-07-29T21:56:47.06444Z",
+        "created_at": "2025-07-31T17:59:32.661124541Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 2620252041,
-        "load_duration": 196706333,
+        "total_duration": 11391290133,
+        "load_duration": 42154800,
         "prompt_eval_count": 20,
-        "prompt_eval_duration": 70100292,
+        "prompt_eval_duration": 1208581216,
         "eval_count": 58,
-        "eval_duration": 2352865167,
+        "eval_duration": 10140044676,
         "response": "I'm happy to help you with your test, but I don't see what kind of test we are testing. Could you please provide more context or clarify what kind of test you would like me to perform? Is it a programming test, a language proficiency test, or something else?",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/ae6835cfe70e.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama3.2:3b-instruct-fp16",
-        "created_at": "2025-07-29T18:48:00.342705Z",
+        "created_at": "2025-07-31T17:57:28.280495733Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 671224833,
-        "load_duration": 82344875,
+        "total_duration": 32855142429,
+        "load_duration": 40184388,
         "prompt_eval_count": 386,
-        "prompt_eval_duration": 545215084,
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         "eval_count": 2,
-        "eval_duration": 43112416,
+        "eval_duration": 179879941,
         "response": "[]",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/afb33182f365.json

@@ -1,7 +1,7 @@
 {
   "request": {
     "method": "POST",
-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
     "body": {
       "model": "llama3.2:3b-instruct-fp16",
@@ -20,14 +20,14 @@
     "body": {
       "__type__": "openai.types.chat.chat_completion.ChatCompletion",
       "__data__": {
-        "id": "chatcmpl-541",
+        "id": "chatcmpl-456",
         "choices": [
           {
             "finish_reason": "stop",
             "index": 0,
             "logprobs": null,
             "message": {
-              "content": "Saturn is the planet that has rings around itself.",
+              "content": "Saturn is the planet known to have magnificent ring systems.",
               "refusal": null,
               "role": "assistant",
               "annotations": null,
@@ -37,15 +37,15 @@
             }
           }
         ],
-        "created": 1753814884,
+        "created": 1753984690,
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         "object": "chat.completion",
         "service_tier": null,
         "system_fingerprint": "fp_ollama",
         "usage": {
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           "prompt_tokens": 39,
-          "total_tokens": 51,
+          "total_tokens": 52,
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tests/integration/recordings/responses/b14ff438ca99.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama3.2:3b-instruct-fp16",
-        "created_at": "2025-07-29T21:56:31.274826Z",
+        "created_at": "2025-07-31T17:51:39.104140157Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 5223804916,
-        "load_duration": 61370666,
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+        "prompt_eval_duration": 793961939,
         "eval_count": 124,
-        "eval_duration": 5091701417,
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         "response": "The official currency of Japan is the Japanese yen (\u00a5). It is abbreviated as \"JPY\" and its symbol is \u00a5. The yen is divided into 100 sen, although the sen has been officially discontinued since 1967.\n\nYou can exchange your money for yen at banks, currency exchange offices, or use ATMs to withdraw cash from an ATM. Credit cards are also widely accepted in Japan, especially among major retailers and restaurants.\n\nIt's worth noting that some businesses may not accept foreign currencies other than US dollars, so it's a good idea to have some local currency on hand when traveling to Japan.",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/b24590574a85.json

@@ -1,7 +1,7 @@
 {
   "request": {
     "method": "POST",
-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
     "body": {
       "model": "llama3.2:3b-instruct-fp16",
@@ -21,7 +21,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
           "choices": [
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@@ -36,7 +36,7 @@
               "logprobs": null
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           ],
-          "created": 1753814882,
+          "created": 1753984664,
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@@ -47,7 +47,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
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@@ -62,7 +62,7 @@
               "logprobs": null
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           ],
-          "created": 1753814882,
+          "created": 1753984664,
           "model": "llama3.2:3b-instruct-fp16",
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           "service_tier": null,
@@ -73,11 +73,11 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
           "choices": [
             {
               "delta": {
-                "content": " How",
+                "content": " It",
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@@ -88,7 +88,7 @@
               "logprobs": null
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           ],
-          "created": 1753814882,
+          "created": 1753984664,
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@@ -99,11 +99,11 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
           "choices": [
             {
               "delta": {
-                "content": " can",
+                "content": "'s",
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                 "role": "assistant",
@@ -114,7 +114,7 @@
               "logprobs": null
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           ],
-          "created": 1753814882,
+          "created": 1753984665,
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@@ -125,11 +125,11 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
           "choices": [
             {
               "delta": {
-                "content": " I",
+                "content": " nice",
                 "function_call": null,
                 "refusal": null,
                 "role": "assistant",
@@ -140,7 +140,7 @@
               "logprobs": null
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           ],
-          "created": 1753814882,
+          "created": 1753984665,
           "model": "llama3.2:3b-instruct-fp16",
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           "service_tier": null,
@@ -151,11 +151,11 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
           "choices": [
             {
               "delta": {
-                "content": " help",
+                "content": " to",
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@@ -166,7 +166,7 @@
               "logprobs": null
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+          "created": 1753984665,
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@@ -177,7 +177,33 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
+          "choices": [
+            {
+              "delta": {
+                "content": " meet",
+                "function_call": null,
+                "refusal": null,
+                "role": "assistant",
+                "tool_calls": null
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+              "index": 0,
+              "logprobs": null
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+          "created": 1753984665,
+          "model": "llama3.2:3b-instruct-fp16",
+          "object": "chat.completion.chunk",
+          "service_tier": null,
+          "system_fingerprint": "fp_ollama",
+          "usage": null
+        }
+      },
+      {
+        "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
+        "__data__": {
+          "id": "chatcmpl-968",
           "choices": [
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@@ -192,7 +218,7 @@
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-          "created": 1753814882,
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@@ -203,11 +229,11 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
           "choices": [
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               "delta": {
-                "content": " today",
+                "content": ".",
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@@ -218,7 +244,7 @@
               "logprobs": null
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@@ -229,7 +255,371 @@
       {
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         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
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+        "__data__": {
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+      {
+        "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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+        "__data__": {
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+      },
+      {
+        "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
+        "__data__": {
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+          "choices": [
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+        }
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+      {
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+        "__data__": {
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+          "choices": [
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+                "content": " like",
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+                "role": "assistant",
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+              "index": 0,
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+          "model": "llama3.2:3b-instruct-fp16",
+          "object": "chat.completion.chunk",
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+          "system_fingerprint": "fp_ollama",
+          "usage": null
+        }
+      },
+      {
+        "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
+        "__data__": {
+          "id": "chatcmpl-968",
+          "choices": [
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+                "content": " to",
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+          "model": "llama3.2:3b-instruct-fp16",
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+          "system_fingerprint": "fp_ollama",
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+        }
+      },
+      {
+        "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
+        "__data__": {
+          "id": "chatcmpl-968",
+          "choices": [
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+                "content": " chat",
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+                "refusal": null,
+                "role": "assistant",
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+          "model": "llama3.2:3b-instruct-fp16",
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+        "__data__": {
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           "choices": [
             {
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@@ -244,7 +634,7 @@
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@@ -255,7 +645,7 @@
       {
         "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
         "__data__": {
-          "id": "chatcmpl-528",
+          "id": "chatcmpl-968",
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@@ -270,7 +660,7 @@
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tests/integration/recordings/responses/b4cda53cd04f.json

@@ -1,7 +1,7 @@
 {
   "request": {
     "method": "POST",
-    "url": "http://localhost:11434/v1/v1/completions",
+    "url": "http://0.0.0.0:11434/v1/v1/completions",
     "headers": {},
     "body": {
       "model": "llama3.2:3b-instruct-fp16",
@@ -20,14 +20,14 @@
     "body": {
       "__type__": "openai.types.chat.chat_completion.ChatCompletion",
       "__data__": {
-        "id": "chatcmpl-4",
+        "id": "chatcmpl-11",
         "choices": [
           {
             "finish_reason": "stop",
             "index": 0,
             "logprobs": null,
             "message": {
-              "content": "Humans live on Earth.",
+              "content": "Humans live on Earth, which is a terrestrial planet located in the solar system. Specifically, it's classified as a rocky planet and the third planet from the Sun, orbiting at an average distance of about 149.6 million kilometers (92.96 million miles).",
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@@ -37,15 +37,15 @@
             }
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         "object": "chat.completion",
         "service_tier": null,
         "system_fingerprint": "fp_ollama",
         "usage": {
-          "completion_tokens": 6,
+          "completion_tokens": 55,
           "prompt_tokens": 32,
-          "total_tokens": 38,
+          "total_tokens": 87,
           "completion_tokens_details": null,
           "prompt_tokens_details": null
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tests/integration/recordings/responses/b91f1fb4aedb.json

@@ -21,7 +21,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:31.891582Z",
+          "created_at": "2025-07-31T17:54:09.896924388Z",
           "done": false,
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@@ -39,7 +39,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T18:47:31.939133Z",
+          "created_at": "2025-07-31T17:54:10.082480973Z",
           "done": false,
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@@ -57,7 +57,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T18:47:31.985171Z",
+          "created_at": "2025-07-31T17:54:10.264445159Z",
           "done": false,
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@@ -75,7 +75,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T18:47:32.030448Z",
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@@ -93,7 +93,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T18:47:32.075659Z",
+          "created_at": "2025-07-31T17:54:10.627295509Z",
           "done": false,
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@@ -111,7 +111,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T18:47:32.123939Z",
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@@ -129,7 +129,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T18:47:32.169545Z",
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@@ -147,7 +147,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T18:47:32.214044Z",
+          "created_at": "2025-07-31T17:54:11.188320899Z",
           "done": false,
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@@ -165,7 +165,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T18:47:32.259104Z",
+          "created_at": "2025-07-31T17:54:11.379926424Z",
           "done": false,
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@@ -183,7 +183,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:32.306215Z",
+          "created_at": "2025-07-31T17:54:11.574460052Z",
           "done": false,
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@@ -201,15 +201,15 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T18:47:32.351121Z",
+          "created_at": "2025-07-31T17:54:11.771461946Z",
           "done": true,
           "done_reason": "stop",
-          "total_duration": 641307458,
-          "load_duration": 70513916,
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           "response": "",
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tests/integration/recordings/responses/c9cba6f3ee38.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:04:25.579594Z",
+        "created_at": "2025-07-31T17:46:15.281412692Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 268778000,
-        "load_duration": 52132709,
+        "total_duration": 2848280419,
+        "load_duration": 40304146,
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-        "prompt_eval_duration": 203828500,
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-        "eval_duration": 12057875,
+        "eval_duration": 42099357,
         "response": "safe",
         "thinking": null,
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tests/integration/recordings/responses/d0ac68cbde69.json

@@ -11,7 +11,62 @@
     "body": {
       "__type__": "ollama._types.ProcessResponse",
       "__data__": {
-        "models": []
+        "models": [
+          {
+            "model": "all-minilm:l6-v2",
+            "name": "all-minilm:l6-v2",
+            "digest": "1b226e2802dbb772b5fc32a58f103ca1804ef7501331012de126ab22f67475ef",
+            "expires_at": "2025-07-31T18:05:06.618179Z",
+            "size": 53334016,
+            "size_vram": 0,
+            "details": {
+              "parent_model": "",
+              "format": "gguf",
+              "family": "bert",
+              "families": [
+                "bert"
+              ],
+              "parameter_size": "23M",
+              "quantization_level": "F16"
+            }
+          },
+          {
+            "model": "llama3.2:3b-instruct-fp16",
+            "name": "llama3.2:3b-instruct-fp16",
+            "digest": "195a8c01d91ec3cb1e0aad4624a51f2602c51fa7d96110f8ab5a20c84081804d",
+            "expires_at": "2025-07-31T18:04:42.166739Z",
+            "size": 7382700032,
+            "size_vram": 0,
+            "details": {
+              "parent_model": "",
+              "format": "gguf",
+              "family": "llama",
+              "families": [
+                "llama"
+              ],
+              "parameter_size": "3.2B",
+              "quantization_level": "F16"
+            }
+          },
+          {
+            "model": "llama-guard3:1b",
+            "name": "llama-guard3:1b",
+            "digest": "494147e06bf99e10dbe67b63a07ac81c162f18ef3341aa3390007ac828571b3b",
+            "expires_at": "2025-07-31T18:04:06.788447Z",
+            "size": 1814095872,
+            "size_vram": 0,
+            "details": {
+              "parent_model": "",
+              "format": "gguf",
+              "family": "llama",
+              "families": [
+                "llama"
+              ],
+              "parameter_size": "1.5B",
+              "quantization_level": "Q8_0"
+            }
+          }
+        ]
       }
     },
     "is_streaming": false

tests/integration/recordings/responses/d4c86ac355fb.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:32:56.580734Z",
+        "created_at": "2025-07-31T17:59:05.729198288Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 145215666,
-        "load_duration": 72557916,
+        "total_duration": 1097329407,
+        "load_duration": 48350112,
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         "response": "safe",
         "thinking": null,
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tests/integration/recordings/responses/dac7a32e5db9.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama3.2:3b-instruct-fp16",
-        "created_at": "2025-07-29T21:56:08.784695Z",
+        "created_at": "2025-07-31T17:50:00.921192644Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 420724000,
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-        "eval_duration": 290696708,
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         "response": "The capital of France is Paris.",
         "thinking": null,
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tests/integration/recordings/responses/dd226d71f844.json

@@ -22,7 +22,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:29.329935Z",
+          "created_at": "2025-07-31T17:46:34.048227816Z",
           "done": false,
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@@ -40,7 +40,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:29.37326Z",
+          "created_at": "2025-07-31T17:46:34.229102748Z",
           "done": false,
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@@ -58,7 +58,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
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-          "created_at": "2025-07-29T20:04:29.415761Z",
+          "created_at": "2025-07-31T17:46:34.413533748Z",
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@@ -76,7 +76,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T20:04:29.458843Z",
+          "created_at": "2025-07-31T17:46:34.59977971Z",
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@@ -94,7 +94,7 @@
         "__type__": "ollama._types.GenerateResponse",
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tests/integration/recordings/responses/e29300494763.json

@@ -1,7 +1,7 @@
 {
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       {
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tests/integration/recordings/responses/e96152610712.json

@@ -20,15 +20,15 @@
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tests/integration/recordings/responses/ed9e9b34008d.json

@@ -20,15 +20,15 @@
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tests/integration/recordings/responses/eee47930e3ae.json

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@@ -202,7 +202,7 @@
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@@ -238,7 +238,7 @@
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@@ -256,7 +256,7 @@
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@@ -274,7 +274,7 @@
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@@ -292,7 +292,7 @@
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@@ -328,7 +328,7 @@
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@@ -346,15 +346,15 @@
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tests/integration/recordings/responses/eee6a163b837.json

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tests/integration/recordings/responses/ef59cbff54d0.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:32:56.400171Z",
+        "created_at": "2025-07-31T17:59:04.621241272Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 194586042,
-        "load_duration": 117270208,
+        "total_duration": 1020488139,
+        "load_duration": 48171516,
         "prompt_eval_count": 213,
-        "prompt_eval_duration": 63001709,
+        "prompt_eval_duration": 924613213,
         "eval_count": 2,
-        "eval_duration": 11829541,
+        "eval_duration": 47179414,
         "response": "safe",
         "thinking": null,
         "context": null

tests/integration/recordings/responses/f477c2fe1332.json

@@ -22,7 +22,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:45.066885Z",
+          "created_at": "2025-07-31T17:48:02.228613069Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -40,7 +40,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:45.111127Z",
+          "created_at": "2025-07-31T17:48:02.416516088Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -58,7 +58,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:45.154415Z",
+          "created_at": "2025-07-31T17:48:02.601455913Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -76,7 +76,7 @@
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@@ -94,7 +94,7 @@
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@@ -112,7 +112,7 @@
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@@ -130,7 +130,7 @@
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@@ -148,7 +148,7 @@
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-          "created_at": "2025-07-29T20:04:45.37332Z",
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@@ -166,7 +166,7 @@
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@@ -184,7 +184,7 @@
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@@ -202,7 +202,7 @@
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@@ -220,7 +220,7 @@
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@@ -238,7 +238,7 @@
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@@ -256,7 +256,7 @@
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@@ -274,7 +274,7 @@
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@@ -292,7 +292,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T20:04:45.712532Z",
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@@ -310,7 +310,7 @@
         "__type__": "ollama._types.GenerateResponse",
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@@ -328,7 +328,7 @@
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-          "created_at": "2025-07-29T20:04:45.796521Z",
+          "created_at": "2025-07-31T17:48:05.394445374Z",
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@@ -346,7 +346,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T20:04:45.838452Z",
+          "created_at": "2025-07-31T17:48:05.577557339Z",
           "done": false,
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@@ -364,7 +364,7 @@
         "__type__": "ollama._types.GenerateResponse",
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-          "created_at": "2025-07-29T20:04:45.880192Z",
+          "created_at": "2025-07-31T17:48:05.759740241Z",
           "done": false,
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@@ -382,15 +382,15 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-07-29T20:04:45.923175Z",
+          "created_at": "2025-07-31T17:48:05.941978534Z",
           "done": true,
           "done_reason": "stop",
-          "total_duration": 1469644334,
-          "load_duration": 62107584,
+          "total_duration": 35821787819,
+          "load_duration": 41469279,
           "prompt_eval_count": 375,
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+          "prompt_eval_duration": 32065473198,
           "eval_count": 21,
-          "eval_duration": 860370875,
+          "eval_duration": 3714298846,
           "response": "",
           "thinking": null,
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tests/integration/recordings/responses/fcdef245da95.json

@@ -20,15 +20,15 @@
       "__type__": "ollama._types.GenerateResponse",
       "__data__": {
         "model": "llama-guard3:1b",
-        "created_at": "2025-07-29T20:04:05.027857Z",
+        "created_at": "2025-07-31T17:43:20.195368079Z",
         "done": true,
         "done_reason": "stop",
-        "total_duration": 317769083,
-        "load_duration": 68092000,
+        "total_duration": 4029876004,
+        "load_duration": 1111568374,
         "prompt_eval_count": 212,
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+        "prompt_eval_duration": 2868613054,
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+        "eval_duration": 48866061,
         "response": "safe",
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