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New CI workflow and strategy for notebook testing (#56)
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‎.github/ignore-notebooks.txt‎

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01_crewai_langgraph_redis
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doc2cache_llama3_1
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semantic_caching_gemini
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01_collaborative_filtering
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05_nvidia_ai_rag_redis

‎.github/workflows/nightly-test.yml‎

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name: Tests - Nightly Run
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on:
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schedule:
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- cron: "0 3 * * *" # 3 AM UTC nightly
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workflow_dispatch:
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env:
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PYTHON_VERSION: "3.11"
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jobs:
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# ---------------------------------------------------------
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# 1) Gather all notebooks (except skip-list)
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# ---------------------------------------------------------
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gather_all_notebooks:
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runs-on: ubuntu-latest
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outputs:
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notebooks: ${{ steps.get_nbs.outputs.notebooks }}
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steps:
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- uses: actions/checkout@v2
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- id: get_nbs
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run: |
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# 1) Read ignore patterns from .github/ignore-notebooks.txt
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IGNORE_LIST=()
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while IFS= read -r skip_nb || [ -n "$skip_nb" ]; do
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# Skip empty lines or comment lines
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[[ -z "$skip_nb" || "$skip_nb" =~ ^# ]] && continue
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IGNORE_LIST+=("$skip_nb")
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done < .github/ignore-notebooks.txt
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# 2) Find all .ipynb in python-recipes (or your path)
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NBS=$(find python-recipes -name '*.ipynb')
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# 3) Filter out notebooks that match anything in IGNORE_LIST
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FILTERED_NBS=()
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for nb in $NBS; do
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skip=false
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for ignore_nb in "${IGNORE_LIST[@]}"; do
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if [[ "$nb" == *"$ignore_nb"* ]]; then
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skip=true
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break
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fi
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done
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if [ "$skip" = false ]; then
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FILTERED_NBS+=("$nb")
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fi
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done
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# 4) Convert the final array to compact JSON for GitHub Actions
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NB_JSON=$(printf '%s\n' "${FILTERED_NBS[@]}" \
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| jq -R . \
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| jq -s -c .)
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# 5) Default to an empty array if there's nothing left
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if [ -z "$NB_JSON" ] || [ "$NB_JSON" = "[]" ]; then
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NB_JSON="[]"
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fi
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echo "All valid notebooks: $NB_JSON"
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echo "notebooks=$NB_JSON" >> $GITHUB_OUTPUT
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# ---------------------------------------------------------
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# 2) Test all notebooks in parallel
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# ---------------------------------------------------------
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test_all_notebooks:
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needs: gather_all_notebooks
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runs-on: ubuntu-latest
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strategy:
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fail-fast: false
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matrix:
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notebook: ${{ fromJson(needs.gather_all_notebooks.outputs.notebooks) }}
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services:
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redis:
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image: redis/redis-stack-server:latest
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ports:
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- 6379:6379
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steps:
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- uses: actions/checkout@v2
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# Setup Python
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- uses: actions/setup-python@v4
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with:
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python-version: ${{ env.PYTHON_VERSION }}
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- name: Create and activate venv
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run: |
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python -m venv venv
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source venv/bin/activate
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pip install --upgrade pip setuptools wheel
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pip install pytest nbval
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- name: Test notebook
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env:
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OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
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COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }}
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run: |
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echo "Testing notebook: ${{ matrix.notebook }}"
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source venv/bin/activate
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pytest --nbval-lax --disable-warnings "${{ matrix.notebook }}"

‎.github/workflows/test.yml‎

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name: Test Suite
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name: Tests - PR/Push
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on:
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pull_request:
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branches:
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- main
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push:
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branches:
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- main
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schedule:
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- cron: '0 0 * * 1' # Runs every Monday
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branches: [ main ]
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pull_request:
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branches: [ main ]
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env:
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PYTHON_VERSION: "3.11"
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jobs:
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test:
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name: Python ${{ matrix.python-version }} - ${{ matrix.connection }} [redis-stack ${{matrix.redis-stack-version}}]
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# ---------------------------------------------------------
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# 1) Gather the changed notebooks to produce a matrix list
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# ---------------------------------------------------------
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gather_notebooks:
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runs-on: ubuntu-latest
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outputs:
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notebooks: ${{ steps.get_nbs.outputs.notebooks }}
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steps:
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- uses: actions/checkout@v2
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- id: get_nbs
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run: |
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# Compare this commit/PR to 'main' and list changed .ipynb files
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git fetch --depth=1 origin main
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CHANGED_NOTEBOOKS=$(git diff --name-only origin/main | grep '\.ipynb$' || true)
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# 1) Read ignore patterns from .github/ignore-notebooks.txt
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IGNORE_LIST=()
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while IFS= read -r skip_nb || [ -n "$skip_nb" ]; do
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# Skip empty lines or comment lines
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[[ -z "$skip_nb" || "$skip_nb" =~ ^# ]] && continue
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IGNORE_LIST+=("$skip_nb")
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done < .github/ignore-notebooks.txt
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# 2) Filter out notebooks in CHANGED_NOTEBOOKS that match ignore patterns
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FILTERED_NBS=()
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for nb in $CHANGED_NOTEBOOKS; do
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skip=false
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# Check if in ignore list
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for ignore_nb in "${IGNORE_LIST[@]}"; do
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# Partial match:
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if [[ "$nb" == *"$ignore_nb"* ]]; then
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skip=true
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break
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fi
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done
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if [ "$skip" = false ]; then
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FILTERED_NBS+=("$nb")
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fi
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done
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# 3) Build a single-line JSON array
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NB_JSON=$(printf '%s\n' "${FILTERED_NBS[@]}" \
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| jq -R . \
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| jq -s -c .)
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# 4) Fallback to an empty array if there's nothing left
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if [ -z "$NB_JSON" ] || [ "$NB_JSON" = "[]" ]; then
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NB_JSON="[]"
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fi
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echo "All valid notebooks: $NB_JSON"
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# 5) Write to $GITHUB_OUTPUT (modern approach instead of ::set-output)
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echo "notebooks=$NB_JSON" >> $GITHUB_OUTPUT
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# ---------------------------------------------------------
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# 2) Test each changed notebook in parallel
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# ---------------------------------------------------------
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test_notebooks:
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needs: gather_notebooks
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runs-on: ubuntu-latest
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strategy:
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fail-fast: false
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matrix:
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python-version: [3.11]
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connection: ['plain']
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redis-stack-version: ['latest']
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notebook: ${{ fromJson(needs.gather_notebooks.outputs.notebooks) }}
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services:
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redis:
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image: redis/redis-stack-server:${{matrix.redis-stack-version}}
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image: redis/redis-stack-server:latest
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ports:
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- 6379:6379
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steps:
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- uses: actions/checkout@v2
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v4
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with:
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python-version: ${{ matrix.python-version }}
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cache: 'pip'
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- name: Install dependencies
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run: |
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pip install --no-cache-dir -r requirements.txt
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- name: Set Redis version
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run: |
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echo "REDIS_VERSION=${{ matrix.redis-stack-version }}" >> $GITHUB_ENV
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- name: Run notebooks
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if: matrix.connection == 'plain' && matrix.redis-stack-version == 'latest'
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env:
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OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
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LLAMA_CLOUD_API_KEY: ${{ secrets.LLAMA_CLOUD_API_KEY }}
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GCP_REGION: ${{ secrets.GCP_REGION }}
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GCP_PROJECT_ID: ${{ secrets.GCP_PROJECT_ID }}
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run: |
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pytest --verbose --nbval-lax python-recipes/RAG/ python-recipes/vector-search python-recipes/redis-intro python-recipes/recommendation-systems python-recipes/agents python-recipes/computer-vision --ignore python-recipes/agents/01_crewai_langgraph_redis.ipynb --ignore python-recipes/RAG/05_nvidia_ai_rag_redis.ipynb --ignore python-recipes/semantic-cache/doc2cache_llama3_1.ipynb
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- uses: actions/checkout@v2
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# Setup Python
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- uses: actions/setup-python@v4
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with:
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python-version: ${{ env.PYTHON_VERSION }}
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- name: Create and activate venv
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run: |
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python -m venv venv
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source venv/bin/activate
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pip install --upgrade pip setuptools wheel
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pip install pytest nbval
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- name: Test notebook
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env:
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OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
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COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }}
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run: |
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echo "Testing notebook: ${{ matrix.notebook }}"
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source venv/bin/activate
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pytest --nbval-lax --disable-warnings "${{ matrix.notebook }}"

‎README.md‎

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| [DocArray](https://docs.docarray.org/user_guide/storing/index_redis/) | DocArray Integration of Redis as a VectorDB by Jina AI |
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## Content
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- [Vector Similarity Search: From Basics to Production](https://mlops.community/vector-similarity-search-from-basics-to-production/) - Introductory blog post to VSS and Redis as a VectorDB.
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- [Improving RAG quality with RAGAs](https://redis.io/blog/get-better-rag-responses-with-ragas/)
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- [Level-up RAG with RedisVL](https://redis.io/blog/level-up-rag-apps-with-redis-vector-library/)
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# Other Helpful Resources
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- [Vector Databases and Large Language Models](https://youtu.be/GJDN8u3Y-T4) - Talk given at LLMs in Production Part 1 by Sam Partee.
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- [Level-up RAG with RedisVL](https://redis.io/blog/level-up-rag-apps-with-redis-vector-library/)
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- [Improving RAG quality with RAGAs](https://redis.io/blog/get-better-rag-responses-with-ragas/)
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- [Vector Databases and AI-powered Search Talk](https://www.youtube.com/watch?v=g2bNHLeKlAg) - Video "Vector Databases and AI-powered Search" given by Sam Partee at SDSC 2023.
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- [Real-Time Product Recommendations](https://jina.ai/news/real-time-product-recommendation-using-redis-and-docarray/) - Content-based recsys design with Redis and DocArray.
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- [NVIDIA Recsys with Redis](https://developer.nvidia.com/blog/offline-to-online-feature-storage-for-real-time-recommendation-systems-with-nvidia-merlin/)
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- [LabLab AI Redis Tech Page](https://lablab.ai/tech/redis)
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- [Storing and querying for embeddings with Redis](https://blog.baeke.info/2023/03/21/storing-and-querying-for-embeddings-with-redis/)
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- [Building Intelligent Apps with Redis Vector Similarity Search](https://redis.com/blog/build-intelligent-apps-redis-vector-similarity-search/)
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- [RedisDays Trading Signals](https://www.youtube.com/watch?v=_Lrbesg4DhY) - Video "Using AI to Reveal Trading Signals Buried in Corporate Filings".
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## Benchmarks
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- [NVIDIA RecSys with Redis](https://developer.nvidia.com/blog/offline-to-online-feature-storage-for-real-time-recommendation-systems-with-nvidia-merlin/)
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- [Benchmarking results for vector databases](https://redis.io/blog/benchmarking-results-for-vector-databases/) - Benchmarking results for vector databases, including Redis and 7 other Vector Database players.
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- [ANN Benchmarks](https://ann-benchmarks.com) - Standard ANN Benchmarks site. *Only using single Redis OSS instance/client.*
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## Docs
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- [Redis Vector Library Docs](https://redisvl.com)
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- [Redis Vector Database QuickStart](https://redis.io/docs/get-started/vector-database/)
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- [Redis Vector Similarity Docs](https://redis.io/docs/interact/search-and-query/advanced-concepts/vectors/) - Official Redis literature for Vector Similarity Search.
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- [Redis-py Search Docs](https://redis.readthedocs.io/en/latest/redismodules.html#redisearch-commands) - Redis-py client library docs for RediSearch.
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- [Redis-py General Docs](https://redis.readthedocs.io/en/latest/) - Redis-py client library documentation.
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- [Redis Stack](https://redis.io/docs/stack/) - Redis Stack documentation.
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- [Redis Clients](https://redis.io/docs/clients/) - Redis client list.
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- [Redis Vector Library Docs](https://docs.redisvl.com)
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- [Redis Vector Search API Docs](https://redis.io/docs/interact/search-and-query/advanced-concepts/vectors/) - Official Redis literature for Vector Similarity Search.

‎contributing.md‎

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3. New additions should be added to the bottom of the list (unless otherwise noted).
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4. New additions should not contain any profanity or offensive language.
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### What it takes to get a Star
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When reviewing the PR, we will determine whether a new entry gets a star!
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Examples that:
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- are well-documented and easy to follow
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- pertain to a new or creative use case
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- follow good coding/writing hygiene
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will be considered for getting a special star ⭐.
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## Updating your Pull Request
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Sometimes, a maintainer will ask you to edit your Pull Request before it is included. This is normally due to spelling errors or because your PR didn't match the list format.

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