eval #8
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| name: eval | |
| on: | |
| # Run on every release | |
| push: | |
| tags: | |
| - "*" | |
| # Allow manual triggers from GitHub UI | |
| workflow_dispatch: | |
| inputs: | |
| khoj_mode: | |
| description: 'Khoj Mode (general/default/research)' | |
| required: true | |
| default: 'default' | |
| type: choice | |
| options: | |
| - general | |
| - default | |
| - research | |
| dataset: | |
| description: 'Dataset to evaluate (frames/simpleqa)' | |
| required: true | |
| default: 'frames' | |
| type: choice | |
| options: | |
| - frames | |
| - simpleqa | |
| sample_size: | |
| description: 'Number of samples to evaluate' | |
| required: false | |
| default: 200 | |
| type: number | |
| jobs: | |
| eval: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| # Use input from manual trigger if available, else run all combinations | |
| khoj_mode: ${{ github.event_name == 'workflow_dispatch' && fromJSON(format('["{0}"]', inputs.khoj_mode)) || fromJSON('["general", "default", "research"]') }} | |
| dataset: ${{ github.event_name == 'workflow_dispatch' && fromJSON(format('["{0}"]', inputs.dataset)) || fromJSON('["frames", "simpleqa"]') }} | |
| services: | |
| postgres: | |
| image: ankane/pgvector | |
| env: | |
| POSTGRES_PASSWORD: postgres | |
| POSTGRES_USER: postgres | |
| POSTGRES_DB: postgres | |
| ports: | |
| - 5432:5432 | |
| options: >- | |
| --health-cmd pg_isready | |
| --health-interval 10s | |
| --health-timeout 5s | |
| --health-retries 5 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 0 | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.10' | |
| - name: Get App Version | |
| id: hatch | |
| run: echo "version=$(pipx run hatch version)" >> $GITHUB_OUTPUT | |
| - name: ⏬️ Install Dependencies | |
| env: | |
| DEBIAN_FRONTEND: noninteractive | |
| run: | | |
| apt update && apt install -y git python3-pip libegl1 sqlite3 libsqlite3-dev libsqlite3-0 ffmpeg libsm6 libxext6 | |
| apt install -y postgresql postgresql-client && apt install -y postgresql-server-dev-14 | |
| python -m ensurepip --upgrade | |
| python -m pip install --upgrade pip | |
| - name: ⬇️ Install Application | |
| run: | | |
| sed -i 's/dynamic = \["version"\]/version = "${{ steps.hatch.outputs.version }}"/' pyproject.toml | |
| pip install --upgrade .[dev] | |
| - name: 📝 Run Eval | |
| env: | |
| KHOJ_MODE: ${{ matrix.khoj_mode }} | |
| SAMPLE_SIZE: ${{ inputs.sample_size }} | |
| BATCH_SIZE: "20" | |
| RANDOMIZE: "True" | |
| KHOJ_URL: "http://localhost:42110" | |
| KHOJ_LLM_SEED: "42" | |
| GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }} | |
| SERPER_DEV_API_KEY: ${{ secrets.SERPER_DEV_API_KEY }} | |
| OLOSTEP_API_KEY: ${{ secrets.OLOSTEP_API_KEY }} | |
| KHOJ_ADMIN_EMAIL: khoj | |
| KHOJ_ADMIN_PASSWORD: khoj | |
| POSTGRES_HOST: localhost | |
| POSTGRES_PORT: 5432 | |
| POSTGRES_USER: postgres | |
| POSTGRES_PASSWORD: postgres | |
| POSTGRES_DB: postgres | |
| KHOJ_DEBUG: "False" # To disable prompt tracer | |
| KHOJ_TELEMETRY_DISABLE: "True" # To disable telemetry for tests | |
| run: | | |
| # Start Khoj server in background | |
| khoj --anonymous-mode --non-interactive & | |
| # Wait for server to be ready | |
| timeout=120 | |
| while ! curl -s http://localhost:42110/api/health > /dev/null; do | |
| if [ $timeout -le 0 ]; then | |
| echo "Timed out waiting for Khoj server" | |
| exit 1 | |
| fi | |
| echo "Waiting for Khoj server..." | |
| sleep 2 | |
| timeout=$((timeout-2)) | |
| done | |
| # Run evals | |
| python tests/evals/eval.py -d ${{ matrix.dataset }} | |
| - name: Upload Results | |
| if: always() # Upload results even if tests fail | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: eval-results-${{ steps.hatch.outputs.version }}-${{ matrix.khoj_mode }}-${{ matrix.dataset }} | |
| path: | | |
| *_evaluation_results_*.csv | |
| *_evaluation_summary_*.txt | |
| - name: Display Results | |
| if: always() | |
| run: | | |
| # Read and display summary | |
| echo "## Evaluation Summary of Khoj on ${{ matrix.dataset }} in ${{ matrix.khoj_mode }} mode" >> $GITHUB_STEP_SUMMARY | |
| echo "**$(head -n 1 *_evaluation_summary_*.txt)**" >> $GITHUB_STEP_SUMMARY | |
| echo "- Khoj Version: ${{ steps.hatch.outputs.version }}" >> $GITHUB_STEP_SUMMARY | |
| echo "- Chat Model: Gemini 1.5 Flash 002" >> $GITHUB_STEP_SUMMARY | |
| echo "\`\`\`" >> $GITHUB_STEP_SUMMARY | |
| tail -n +2 *_evaluation_summary_*.txt >> $GITHUB_STEP_SUMMARY | |
| echo "" >> $GITHUB_STEP_SUMMARY | |
| echo "\`\`\`" >> $GITHUB_STEP_SUMMARY | |
| # Display in logs too | |
| echo "===== EVALUATION RESULTS =====" | |
| cat *_evaluation_summary_*.txt |