fix: let auditwheel auto-detect manylinux platform tag

- Remove --plat manylinux2014_x86_64 flag that was causing build failures - Let auditwheel automatically determine the appropriate manylinux tag - Add auditwheel show command to display compatibility info - This fixes the 'too-recent versioned symbols' error
chore: release v0.1.6
2025-07-24 21:44:15 -07:00 · 2025-07-25 04:30:07 +00:00 · 2025-07-24 21:26:28 -07:00 · 2025-07-25 04:00:54 +00:00 · 2025-07-24 20:55:24 -07:00 · 2025-07-24 19:49:38 -07:00
17 changed files with 546 additions and 361 deletions
--- a/.github/workflows/build-and-publish.yml
+++ b/.github/workflows/build-and-publish.yml
@@ -1,256 +1,11 @@
-name: Build and Publish to PyPI
+name: CI

 on:
-  release:
-    types: [published]
  push:
-    tags:
-      - 'v*'
-  workflow_dispatch:
-    inputs:
-      publish:
-        description: 'Publish to PyPI'
-        required: true
-        default: 'false'
-        type: choice
-        options:
-          - 'false'
-          - 'test'
-          - 'prod'
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]

 jobs:
-  # Build pure Python package: leann-core
-  build-core:
-    name: Build leann-core
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-        
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.11'
-          
-      - name: Install uv
-        uses: astral-sh/setup-uv@v4
-          
-      - name: Install build dependencies
-        run: |
-          uv pip install --system build twine
-          
-      - name: Build package
-        run: |
-          cd packages/leann-core
-          uv build
-          
-      - name: Upload artifacts
-        uses: actions/upload-artifact@v4
-        with:
-          name: leann-core-dist
-          path: packages/leann-core/dist/
-
-  # Build binary package: leann-backend-hnsw (default backend)
-  build-hnsw:
-    name: Build leann-backend-hnsw
-    strategy:
-      matrix:
-        os: [ubuntu-latest, macos-latest]
-        python-version: ['3.9', '3.10', '3.11', '3.12']
-    runs-on: ${{ matrix.os }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          submodules: recursive
-          
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python-version }}
-          
-      - name: Install uv
-        uses: astral-sh/setup-uv@v4
-          
-      - name: Install system dependencies (Ubuntu)
-        if: runner.os == 'Linux'
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y libomp-dev libboost-all-dev libzmq3-dev \
-            pkg-config libopenblas-dev patchelf
-          
-      - name: Install system dependencies (macOS)
-        if: runner.os == 'macOS'
-        run: |
-          brew install libomp boost zeromq
-          
-      - name: Install build dependencies
-        run: |
-          uv pip install --system scikit-build-core numpy swig
-          uv pip install --system auditwheel delocate
-          
-      - name: Build wheel
-        run: |
-          cd packages/leann-backend-hnsw
-          uv build --wheel
-          
-      - name: Repair wheel (Linux)
-        if: runner.os == 'Linux'
-        run: |
-          cd packages/leann-backend-hnsw
-          auditwheel repair dist/*.whl -w dist_repaired
-          rm -rf dist
-          mv dist_repaired dist
-          
-      - name: Repair wheel (macOS)
-        if: runner.os == 'macOS'
-        run: |
-          cd packages/leann-backend-hnsw
-          delocate-wheel -w dist_repaired -v dist/*.whl
-          rm -rf dist
-          mv dist_repaired dist
-          
-      - name: Upload artifacts
-        uses: actions/upload-artifact@v4
-        with:
-          name: hnsw-${{ matrix.os }}-py${{ matrix.python-version }}
-          path: packages/leann-backend-hnsw/dist/
-
-  # Build binary package: leann-backend-diskann (multi-platform)
-  build-diskann:
-    name: Build leann-backend-diskann
-    strategy:
-      matrix:
-        os: [ubuntu-latest, macos-latest]
-        python-version: ['3.9', '3.10', '3.11', '3.12']
-    runs-on: ${{ matrix.os }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          submodules: recursive
-          
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python-version }}
-          
-      - name: Install uv
-        uses: astral-sh/setup-uv@v4
-          
-      - name: Install system dependencies (Ubuntu)
-        if: runner.os == 'Linux'
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y libomp-dev libboost-all-dev libaio-dev libzmq3-dev \
-            protobuf-compiler libprotobuf-dev libabsl-dev patchelf
-          
-          # Install Intel MKL using Intel's installer
-          wget https://registrationcenter-download.intel.com/akdlm/IRC_NAS/79153e0f-74d7-45af-b8c2-258941adf58a/intel-onemkl-2025.0.0.940.sh
-          sudo sh intel-onemkl-2025.0.0.940.sh -a --components intel.oneapi.lin.mkl.devel --action install --eula accept -s
-          source /opt/intel/oneapi/setvars.sh
-          echo "MKLROOT=/opt/intel/oneapi/mkl/latest" >> $GITHUB_ENV
-          echo "LD_LIBRARY_PATH=/opt/intel/oneapi/mkl/latest/lib/intel64:$LD_LIBRARY_PATH" >> $GITHUB_ENV
-          
-      - name: Install system dependencies (macOS)
-        if: runner.os == 'macOS'
-        run: |
-          brew install libomp boost zeromq protobuf
-          # MKL is not available on Homebrew, but DiskANN can work without it
-          
-      - name: Install build dependencies
-        run: |
-          uv pip install --system scikit-build-core numpy Cython pybind11
-          if [[ "$RUNNER_OS" == "Linux" ]]; then
-            uv pip install --system auditwheel
-          else
-            uv pip install --system delocate
-          fi
-          
-      - name: Build wheel
-        run: |
-          cd packages/leann-backend-diskann
-          uv build --wheel
-          
-      - name: Repair wheel (Linux)
-        if: runner.os == 'Linux'
-        run: |
-          cd packages/leann-backend-diskann
-          auditwheel repair dist/*.whl -w dist_repaired
-          rm -rf dist
-          mv dist_repaired dist
-          
-      - name: Repair wheel (macOS)
-        if: runner.os == 'macOS'
-        run: |
-          cd packages/leann-backend-diskann
-          delocate-wheel -w dist_repaired -v dist/*.whl
-          rm -rf dist
-          mv dist_repaired dist
-          
-      - name: Upload artifacts
-        uses: actions/upload-artifact@v4
-        with:
-          name: diskann-${{ matrix.os }}-py${{ matrix.python-version }}
-          path: packages/leann-backend-diskann/dist/
-
-  # Build meta-package: leann (build last)
-  build-meta:
-    name: Build leann meta-package
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-        
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.11'
-          
-      - name: Install uv
-        uses: astral-sh/setup-uv@v4
-          
-      - name: Install build dependencies
-        run: |
-          uv pip install --system build
-          
-      - name: Build package
-        run: |
-          cd packages/leann
-          uv build
-          
-      - name: Upload artifacts
-        uses: actions/upload-artifact@v4
-        with:
-          name: leann-meta-dist
-          path: packages/leann/dist/
-
-  # Publish to PyPI
-  publish:
-    name: Publish to PyPI
-    needs: [build-core, build-hnsw, build-diskann, build-meta]
-    runs-on: ubuntu-latest
-    if: github.event_name == 'release' || github.event.inputs.publish != 'false'
-    
-    steps:
-      - name: Download all artifacts
-        uses: actions/download-artifact@v4
-        with:
-          path: dist
-          
-      - name: Flatten directory structure
-        run: |
-          mkdir -p all_wheels
-          find dist -name "*.whl" -exec cp {} all_wheels/ \;
-          find dist -name "*.tar.gz" -exec cp {} all_wheels/ \;
-          
-      - name: Publish to Test PyPI
-        if: github.event.inputs.publish == 'test' || github.event_name == 'workflow_dispatch'
-        uses: pypa/gh-action-pypi-publish@release/v1
-        with:
-          password: ${{ secrets.TEST_PYPI_API_TOKEN }}
-          repository-url: https://test.pypi.org/legacy/
-          packages-dir: all_wheels/
-          
-      - name: Publish to PyPI
-        if: github.event_name == 'release' || github.event.inputs.publish == 'prod'
-        uses: pypa/gh-action-pypi-publish@release/v1
-        with:
-          password: ${{ secrets.PYPI_API_TOKEN }}
-          packages-dir: all_wheels/ 
+  build:
+    uses: ./.github/workflows/build-reusable.yml 
--- a/.github/workflows/build-reusable.yml
+++ b/.github/workflows/build-reusable.yml
@@ -0,0 +1,169 @@
+name: Reusable Build
+
+on:
+  workflow_call:
+    inputs:
+      ref:
+        description: 'Git ref to build'
+        required: false
+        type: string
+        default: ''
+
+jobs:
+  build:
+    name: Build ${{ matrix.os }} Python ${{ matrix.python }}
+    strategy:
+      matrix:
+        include:
+          - os: ubuntu-latest
+            python: '3.9'
+          - os: ubuntu-latest
+            python: '3.10'
+          - os: ubuntu-latest
+            python: '3.11'
+          - os: ubuntu-latest
+            python: '3.12'
+          - os: macos-latest
+            python: '3.9'
+          - os: macos-latest
+            python: '3.10'
+          - os: macos-latest
+            python: '3.11'
+          - os: macos-latest
+            python: '3.12'
+    runs-on: ${{ matrix.os }}
+    
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ inputs.ref }}
+          submodules: recursive
+      
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python }}
+      
+      - name: Install uv
+        uses: astral-sh/setup-uv@v4
+      
+      - name: Install system dependencies (Ubuntu)
+        if: runner.os == 'Linux'
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y libomp-dev libboost-all-dev protobuf-compiler libzmq3-dev \
+            pkg-config libopenblas-dev patchelf libabsl-dev libaio-dev libprotobuf-dev
+          
+          # Install Intel MKL for DiskANN
+          wget -q https://registrationcenter-download.intel.com/akdlm/IRC_NAS/79153e0f-74d7-45af-b8c2-258941adf58a/intel-onemkl-2025.0.0.940.sh
+          sudo sh intel-onemkl-2025.0.0.940.sh -a --components intel.oneapi.lin.mkl.devel --action install --eula accept -s
+          source /opt/intel/oneapi/setvars.sh
+          echo "MKLROOT=/opt/intel/oneapi/mkl/latest" >> $GITHUB_ENV
+          echo "LD_LIBRARY_PATH=/opt/intel/oneapi/mkl/latest/lib/intel64:$LD_LIBRARY_PATH" >> $GITHUB_ENV
+      
+      - name: Install system dependencies (macOS)
+        if: runner.os == 'macOS'
+        run: |
+          brew install llvm libomp boost protobuf zeromq
+      
+      - name: Install build dependencies
+        run: |
+          uv pip install --system scikit-build-core numpy swig Cython pybind11
+          if [[ "$RUNNER_OS" == "Linux" ]]; then
+            uv pip install --system auditwheel
+          else
+            uv pip install --system delocate
+          fi
+      
+      - name: Build packages
+        run: |
+          # Build core (platform independent)
+          if [ "${{ matrix.os }}" == "ubuntu-latest" ]; then
+            cd packages/leann-core
+            uv build
+            cd ../..
+          fi
+          
+          # Build HNSW backend
+          cd packages/leann-backend-hnsw
+          if [ "${{ matrix.os }}" == "macos-latest" ]; then
+            CC=$(brew --prefix llvm)/bin/clang CXX=$(brew --prefix llvm)/bin/clang++ uv build --wheel --python python
+          else
+            uv build --wheel --python python
+          fi
+          cd ../..
+          
+          # Build DiskANN backend
+          cd packages/leann-backend-diskann
+          if [ "${{ matrix.os }}" == "macos-latest" ]; then
+            CC=$(brew --prefix llvm)/bin/clang CXX=$(brew --prefix llvm)/bin/clang++ uv build --wheel --python python
+          else
+            uv build --wheel --python python
+          fi
+          cd ../..
+          
+          # Build meta package (platform independent)
+          if [ "${{ matrix.os }}" == "ubuntu-latest" ]; then
+            cd packages/leann
+            uv build
+            cd ../..
+          fi
+      
+      - name: Repair wheels (Linux)
+        if: runner.os == 'Linux'
+        run: |
+          # Repair HNSW wheel
+          cd packages/leann-backend-hnsw
+          if [ -d dist ]; then
+            # Show what platform auditwheel will use
+            auditwheel show dist/*.whl || true
+            # Let auditwheel auto-detect the appropriate manylinux tag
+            auditwheel repair dist/*.whl -w dist_repaired
+            rm -rf dist
+            mv dist_repaired dist
+          fi
+          cd ../..
+          
+          # Repair DiskANN wheel
+          cd packages/leann-backend-diskann
+          if [ -d dist ]; then
+            # Show what platform auditwheel will use
+            auditwheel show dist/*.whl || true
+            # Let auditwheel auto-detect the appropriate manylinux tag
+            auditwheel repair dist/*.whl -w dist_repaired
+            rm -rf dist
+            mv dist_repaired dist
+          fi
+          cd ../..
+      
+      - name: Repair wheels (macOS)
+        if: runner.os == 'macOS'
+        run: |
+          # Repair HNSW wheel
+          cd packages/leann-backend-hnsw
+          if [ -d dist ]; then
+            delocate-wheel -w dist_repaired -v dist/*.whl
+            rm -rf dist
+            mv dist_repaired dist
+          fi
+          cd ../..
+          
+          # Repair DiskANN wheel
+          cd packages/leann-backend-diskann
+          if [ -d dist ]; then
+            delocate-wheel -w dist_repaired -v dist/*.whl
+            rm -rf dist
+            mv dist_repaired dist
+          fi
+          cd ../..
+      
+      - name: List built packages
+        run: |
+          echo "📦 Built packages:"
+          find packages/*/dist -name "*.whl" -o -name "*.tar.gz" | sort
+      
+      - name: Upload artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: packages-${{ matrix.os }}-py${{ matrix.python }}
+          path: packages/*/dist/ 
--- a/.github/workflows/release-manual.yml
+++ b/.github/workflows/release-manual.yml
@@ -0,0 +1,103 @@
+name: Release
+
+on:
+  workflow_dispatch:
+    inputs:
+      version:
+        description: 'Version to release (e.g., 0.1.2)'
+        required: true
+        type: string
+
+jobs:
+  update-version:
+    name: Update Version
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    outputs:
+      commit-sha: ${{ steps.push.outputs.commit-sha }}
+    
+    steps:
+      - uses: actions/checkout@v4
+      
+      - name: Validate version
+        run: |
+          if ! [[ "${{ inputs.version }}" =~ ^[0-9]+\.[0-9]+\.[0-9]+$ ]]; then
+            echo "❌ Invalid version format"
+            exit 1
+          fi
+          echo "✅ Version format valid"
+      
+      - name: Update versions and push
+        id: push
+        run: |
+          ./scripts/bump_version.sh ${{ inputs.version }}
+          git config user.name "GitHub Actions"
+          git config user.email "actions@github.com"
+          git add packages/*/pyproject.toml
+          git commit -m "chore: release v${{ inputs.version }}"
+          git push origin main
+          
+          COMMIT_SHA=$(git rev-parse HEAD)
+          echo "commit-sha=$COMMIT_SHA" >> $GITHUB_OUTPUT
+          echo "✅ Pushed version update: $COMMIT_SHA"
+
+  build-packages:
+    name: Build packages
+    needs: update-version
+    uses: ./.github/workflows/build-reusable.yml
+    with:
+      ref: ${{ needs.update-version.outputs.commit-sha }}
+
+  publish:
+    name: Publish and Release
+    needs: build-packages
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ needs.update-version.outputs.commit-sha }}
+      
+      - name: Download all artifacts
+        uses: actions/download-artifact@v4
+        with:
+          path: dist-artifacts
+      
+      - name: Collect packages
+        run: |
+          mkdir -p dist
+          find dist-artifacts -name "*.whl" -exec cp {} dist/ \;
+          find dist-artifacts -name "*.tar.gz" -exec cp {} dist/ \;
+          
+          echo "📦 Packages to publish:"
+          ls -la dist/
+      
+      - name: Publish to PyPI
+        env:
+          TWINE_USERNAME: __token__
+          TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
+        run: |
+          if [ -z "$TWINE_PASSWORD" ]; then
+            echo "❌ PYPI_API_TOKEN not configured!"
+            exit 1
+          fi
+          
+          pip install twine
+          twine upload dist/* --skip-existing --verbose
+          
+          echo "✅ Published to PyPI!"
+      
+      - name: Create release
+        run: |
+          git tag "v${{ inputs.version }}"
+          git push origin "v${{ inputs.version }}"
+          
+          gh release create "v${{ inputs.version }}" \
+            --title "Release v${{ inputs.version }}" \
+            --notes "🚀 Released to PyPI: https://pypi.org/project/leann/${{ inputs.version }}/" \
+            --latest
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
--- a/.gitignore
+++ b/.gitignore
@@ -12,7 +12,6 @@ outputs/
 *.idx 
 *.map
 .history/
-scripts/
 lm_eval.egg-info/
 demo/experiment_results/**/*.json
 *.jsonl
--- a/README.md
+++ b/README.md
@@ -94,7 +94,7 @@ ollama pull llama3.2:1b
 ## Quick Start in 30s

 Our declarative API makes RAG as easy as writing a config file.
-[Try in this ipynb file →](demo.ipynb)
+[Try in this ipynb file →](demo.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yichuan-w/LEANN/blob/main/demo.ipynb)

 ```python
 from leann.api import LeannBuilder, LeannSearcher, LeannChat
--- a/demo.ipynb
+++ b/demo.ipynb
@@ -44,8 +44,8 @@
      "  from .autonotebook import tqdm as notebook_tqdm\n",
      "INFO:sentence_transformers.SentenceTransformer:Load pretrained SentenceTransformer: facebook/contriever\n",
      "WARNING:sentence_transformers.SentenceTransformer:No sentence-transformers model found with name facebook/contriever. Creating a new one with mean pooling.\n",
-      "Writing passages: 100%|██████████| 5/5 [00:00<00:00, 31254.13chunk/s]\n",
-      "Batches: 100%|██████████| 1/1 [00:00<00:00, 12.19it/s]\n",
+      "Writing passages: 100%|██████████| 5/5 [00:00<00:00, 27887.66chunk/s]\n",
+      "Batches: 100%|██████████| 1/1 [00:00<00:00, 13.51it/s]\n",
      "WARNING:leann_backend_hnsw.hnsw_backend:Converting data to float32, shape: (5, 768)\n",
      "INFO:leann_backend_hnsw.hnsw_backend:INFO: Converting HNSW index to CSR-pruned format...\n"
     ]
@@ -64,32 +64,32 @@
      "  Reading vector (dtype=<class 'numpy.int32'>, fmt='i')... Count=7, Bytes=28\n",
      "[0.11s]   Read cum_nneighbor_per_level (7)\n",
      "  Reading vector (dtype=<class 'numpy.int32'>, fmt='i')... Count=5, Bytes=20\n",
-      "[0.23s]   Read levels (5)\n",
-      "[0.34s]   Probing for compact storage flag...\n",
-      "[0.34s]   Found compact flag: False\n",
-      "[0.34s]   Compact flag is False, reading original format...\n",
-      "[0.34s]   Probing for potential extra byte before non-compact offsets...\n",
-      "[0.34s]   Found and consumed an unexpected 0x00 byte.\n",
+      "[0.21s]   Read levels (5)\n",
+      "[0.30s]   Probing for compact storage flag...\n",
+      "[0.30s]   Found compact flag: False\n",
+      "[0.30s]   Compact flag is False, reading original format...\n",
+      "[0.30s]   Probing for potential extra byte before non-compact offsets...\n",
+      "[0.30s]   Found and consumed an unexpected 0x00 byte.\n",
      "  Reading vector (dtype=<class 'numpy.uint64'>, fmt='Q')... Count=6, Bytes=48\n",
-      "[0.34s]   Read offsets (6)\n",
-      "[0.44s]   Attempting to read neighbors vector...\n",
+      "[0.30s]   Read offsets (6)\n",
+      "[0.40s]   Attempting to read neighbors vector...\n",
      "  Reading vector (dtype=<class 'numpy.int32'>, fmt='i')... Count=320, Bytes=1280\n",
-      "[0.44s]   Read neighbors (320)\n",
-      "[0.54s]   Read scalar params (ep=4, max_lvl=0)\n",
-      "[0.54s] Checking for storage data...\n",
-      "[0.54s]   Found storage fourcc: 49467849.\n",
-      "[0.54s] Converting to CSR format...\n",
-      "[0.54s]   Conversion loop finished.                        \n",
-      "[0.54s] Running validation checks...\n",
+      "[0.40s]   Read neighbors (320)\n",
+      "[0.50s]   Read scalar params (ep=4, max_lvl=0)\n",
+      "[0.50s] Checking for storage data...\n",
+      "[0.50s]   Found storage fourcc: 49467849.\n",
+      "[0.50s] Converting to CSR format...\n",
+      "[0.50s]   Conversion loop finished.                        \n",
+      "[0.50s] Running validation checks...\n",
      "    Checking total valid neighbor count...\n",
      "    OK: Total valid neighbors = 20\n",
      "    Checking final pointer indices...\n",
      "    OK: Final pointers match data size.\n",
-      "[0.54s] Deleting original neighbors and offsets arrays...\n",
+      "[0.50s] Deleting original neighbors and offsets arrays...\n",
      "    CSR Stats: |data|=20, |level_ptr|=10\n",
-      "[0.63s] Writing CSR HNSW graph data in FAISS-compatible order...\n",
+      "[0.59s] Writing CSR HNSW graph data in FAISS-compatible order...\n",
      "   Pruning embeddings: Writing NULL storage marker.\n",
-      "[0.73s] Conversion complete.\n"
+      "[0.69s] Conversion complete.\n"
     ]
    },
    {
@@ -105,8 +105,8 @@
    "from leann.api import LeannBuilder\n",
    "\n",
    "builder = LeannBuilder(backend_name=\"hnsw\")\n",
-    "builder.add_text(\"C# is a powerful programming language\")\n",
-    "builder.add_text(\"Python is a powerful programming language and it is very popular\")\n",
+    "builder.add_text(\"C# is a powerful programming language and it is good at game development\")\n",
+    "builder.add_text(\"Python is a powerful programming language and it is good at machine learning tasks\")\n",
    "builder.add_text(\"Machine learning transforms industries\")\n",
    "builder.add_text(\"Neural networks process complex data\")\n",
    "builder.add_text(\"Leann is a great storage saving engine for RAG on your MacBook\")\n",
@@ -136,19 +136,14 @@
      "INFO:leann.embedding_server_manager:Port 5557 has incompatible server, trying next port...\n",
      "INFO:leann.embedding_server_manager:Port 5558 has incompatible server, trying next port...\n",
      "INFO:leann.embedding_server_manager:Port 5559 has incompatible server, trying next port...\n",
-      "INFO:leann.embedding_server_manager:Found compatible server on port 5560\n",
-      "INFO:leann.embedding_server_manager:Using existing compatible server on port 5560\n",
-      "INFO:leann.api:  Launching server time: 0.05758476257324219 seconds\n",
-      "INFO:leann.embedding_server_manager:Found compatible server on port 5560\n",
-      "INFO:leann.embedding_server_manager:Using existing compatible server on port 5560\n",
-      "INFO:leann.api:  Generated embedding shape: (1, 768)\n",
-      "INFO:leann.api:  Embedding time: 0.05983591079711914 seconds\n",
-      "INFO:leann.api:  Search time: 0.039762258529663086 seconds\n",
-      "INFO:leann.api:  Backend returned: labels=2 results\n",
-      "INFO:leann.api:  Processing 2 passage IDs:\n",
-      "INFO:leann.api:    1. passage_id='0' -> SUCCESS: C# is a powerful programming language...\n",
-      "INFO:leann.api:    2. passage_id='1' -> SUCCESS: Python is a powerful programming language and it is very popular...\n",
-      "INFO:leann.api:  Final enriched results: 2 passages\n"
+      "INFO:leann.embedding_server_manager:Using port 5560 instead of 5557\n",
+      "INFO:leann.embedding_server_manager:Starting embedding server on port 5560...\n",
+      "INFO:leann.embedding_server_manager:Command: /Users/yichuan/Desktop/code/LEANN/leann/.venv/bin/python -m leann_backend_hnsw.hnsw_embedding_server --zmq-port 5560 --model-name facebook/contriever --passages-file knowledge.leann.meta.json\n",
+      "huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...\n",
+      "To disable this warning, you can either:\n",
+      "\t- Avoid using `tokenizers` before the fork if possible\n",
+      "\t- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)\n",
+      "INFO:leann.embedding_server_manager:Server process started with PID: 4574\n"
     ]
    },
    {
@@ -167,14 +162,46 @@
      "[read_HNSW NL v4] Read neighbors data, size: 20\n",
      "[read_HNSW NL v4] Finished reading metadata and CSR indices.\n",
      "INFO: Skipping external storage loading, since is_recompute is true.\n",
+      "INFO: Registering backend 'hnsw'\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:leann.embedding_server_manager:Embedding server is ready!\n",
+      "INFO:leann.api:  Launching server time: 1.078078269958496 seconds\n",
+      "INFO:leann.embedding_server_manager:Existing server process (PID 4574) is compatible\n",
+      "INFO:sentence_transformers.SentenceTransformer:Load pretrained SentenceTransformer: facebook/contriever\n",
+      "WARNING:sentence_transformers.SentenceTransformer:No sentence-transformers model found with name facebook/contriever. Creating a new one with mean pooling.\n",
+      "INFO:leann.api:  Generated embedding shape: (1, 768)\n",
+      "INFO:leann.api:  Embedding time: 2.9307072162628174 seconds\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
      "ZmqDistanceComputer initialized: d=768, metric=0\n"
     ]
    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:leann.api:  Search time: 0.27327895164489746 seconds\n",
+      "INFO:leann.api:  Backend returned: labels=2 results\n",
+      "INFO:leann.api:  Processing 2 passage IDs:\n",
+      "INFO:leann.api:    1. passage_id='0' -> SUCCESS: C# is a powerful programming language and it is good at game development...\n",
+      "INFO:leann.api:    2. passage_id='1' -> SUCCESS: Python is a powerful programming language and it is good at machine learning tasks...\n",
+      "INFO:leann.api:  Final enriched results: 2 passages\n"
+     ]
+    },
    {
     "data": {
      "text/plain": [
-       "[SearchResult(id='0', score=np.float32(0.9646692), text='C# is a powerful programming language', metadata={}),\n",
-       " SearchResult(id='1', score=np.float32(0.91955304), text='Python is a powerful programming language and it is very popular', metadata={})]"
+       "[SearchResult(id='0', score=np.float32(0.9874103), text='C# is a powerful programming language and it is good at game development', metadata={}),\n",
+       " SearchResult(id='1', score=np.float32(0.8922168), text='Python is a powerful programming language and it is good at machine learning tasks', metadata={})]"
      ]
     },
     "execution_count": 2,
@@ -199,7 +226,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
@@ -207,14 +234,14 @@
     "output_type": "stream",
     "text": [
      "INFO:leann.chat:Attempting to create LLM of type='hf' with model='Qwen/Qwen3-0.6B'\n",
-      "INFO:leann.chat:Initializing HFChat with model='Qwen/Qwen3-0.6B'\n"
+      "INFO:leann.chat:Initializing HFChat with model='Qwen/Qwen3-0.6B'\n",
+      "INFO:leann.chat:MPS is available. Using Apple Silicon GPU.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
-      "INFO: Registering backend 'hnsw'\n",
      "[read_HNSW - CSR NL v4] Reading metadata & CSR indices (manual offset)...\n",
      "[read_HNSW NL v4] Read levels vector, size: 5\n",
      "[read_HNSW NL v4] Reading Compact Storage format indices...\n",
@@ -233,11 +260,8 @@
     "name": "stderr",
     "output_type": "stream",
     "text": [
-      "/Users/yichuan/Desktop/code/LEANN/leann/.venv/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
-      "  from .autonotebook import tqdm as notebook_tqdm\n",
-      "INFO:leann.chat:MPS is available. Using Apple Silicon GPU.\n",
      "INFO:leann.api:🔍 LeannSearcher.search() called:\n",
-      "INFO:leann.api:  Query: 'Compare the two retrieved programming languages and say which one is more popular today.'\n",
+      "INFO:leann.api:  Query: 'Compare the two retrieved programming languages and tell me their advantages.'\n",
      "INFO:leann.api:  Top_k: 2\n",
      "INFO:leann.api:  Additional kwargs: {}\n",
      "INFO:leann.embedding_server_manager:Port 5557 has incompatible server, trying next port...\n",
@@ -245,18 +269,18 @@
      "INFO:leann.embedding_server_manager:Port 5559 has incompatible server, trying next port...\n",
      "INFO:leann.embedding_server_manager:Found compatible server on port 5560\n",
      "INFO:leann.embedding_server_manager:Using existing compatible server on port 5560\n",
-      "INFO:leann.api:  Launching server time: 0.11421084403991699 seconds\n",
+      "INFO:leann.api:  Launching server time: 0.04932403564453125 seconds\n",
      "INFO:leann.embedding_server_manager:Found compatible server on port 5560\n",
      "INFO:leann.embedding_server_manager:Using existing compatible server on port 5560\n",
      "INFO:leann.api:  Generated embedding shape: (1, 768)\n",
-      "INFO:leann.api:  Embedding time: 0.1147918701171875 seconds\n",
-      "INFO:leann.api:  Search time: 0.05468583106994629 seconds\n",
+      "INFO:leann.api:  Embedding time: 0.06902289390563965 seconds\n",
+      "INFO:leann.api:  Search time: 0.026793241500854492 seconds\n",
      "INFO:leann.api:  Backend returned: labels=2 results\n",
      "INFO:leann.api:  Processing 2 passage IDs:\n",
-      "INFO:leann.api:    1. passage_id='1' -> SUCCESS: Python is a powerful programming language and it is very popular...\n",
-      "INFO:leann.api:    2. passage_id='0' -> SUCCESS: C# is a powerful programming language...\n",
+      "INFO:leann.api:    1. passage_id='0' -> SUCCESS: C# is a powerful programming language and it is good at game development...\n",
+      "INFO:leann.api:    2. passage_id='1' -> SUCCESS: Python is a powerful programming language and it is good at machine learning tasks...\n",
      "INFO:leann.api:  Final enriched results: 2 passages\n",
-      "INFO:leann.chat:Generating with HuggingFace model, config: {'max_new_tokens': 512, 'temperature': 0.7, 'top_p': 0.9, 'do_sample': True, 'pad_token_id': 151645, 'eos_token_id': 151645}\n"
+      "INFO:leann.chat:Generating with HuggingFace model, config: {'max_new_tokens': 128, 'temperature': 0.7, 'top_p': 0.9, 'do_sample': True, 'pad_token_id': 151645, 'eos_token_id': 151645}\n"
     ]
    },
    {
@@ -269,10 +293,10 @@
    {
     "data": {
      "text/plain": [
-       "'<think>\\n\\n</think>\\n\\nBased on the context provided, both Python and C# are mentioned as powerful programming languages, but no specific information is given about their popularity today. However, generally, Python is more popular for data science, web development, and other tasks, while C# is widely used in enterprise applications and game development. Since the context does not explicitly state which is more popular, but Python is often considered more popular in many cases, the best answer would be:\\n\\n**Python is more popular today.**'"
+       "\"<think>\\n\\n</think>\\n\\nBased on the context provided, here's a comparison of the two retrieved programming languages:\\n\\n**C#** is known for being a powerful programming language and is well-suited for game development. It is often used in game development and is popular among developers working on Windows applications.\\n\\n**Python**, on the other hand, is also a powerful language and is well-suited for machine learning tasks. It is widely used for data analysis, scientific computing, and other applications that require handling large datasets or performing complex calculations.\\n\\n**Advantages**:\\n- C#: Strong for game development and cross-platform compatibility.\\n- Python: Strong for\""
      ]
     },
-     "execution_count": 1,
+     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
@@ -282,13 +306,14 @@
    "\n",
    "llm_config = {\n",
    "    \"type\": \"hf\",\n",
-    "    \"model\": \"Qwen/Qwen3-0.6B\"\n",
+    "    \"model\": \"Qwen/Qwen3-0.6B\",\n",
    "}\n",
    "\n",
    "chat = LeannChat(index_path=\"knowledge.leann\", llm_config=llm_config)\n",
    "response = chat.ask(\n",
-    "    \"Compare the two retrieved programming languages and say which one is more popular today.\",\n",
+    "    \"Compare the two retrieved programming languages and tell me their advantages.\",\n",
    "    top_k=2,\n",
+    "    llm_kwargs={\"max_tokens\": 128}\n",
    ")\n",
    "response"
   ]
--- a/docs/RELEASE.md
+++ b/docs/RELEASE.md
@@ -1,54 +1,22 @@
 # Release Guide

-## One-line Release 🚀
+## Setup (One-time)

-```bash
-./scripts/release.sh 0.1.1
-```
+Add `PYPI_API_TOKEN` to GitHub Secrets:
+1. Get token: https://pypi.org/manage/account/token/
+2. Add to secrets: Settings → Secrets → Actions → `PYPI_API_TOKEN`

-That's it! This script will:
-1. Update all package versions
-2. Commit and push changes
-3. Create GitHub release
-4. CI automatically builds and publishes to PyPI
+## Release (One-click)

-## Manual Testing Before Release
+1. Go to: https://github.com/yichuan-w/LEANN/actions/workflows/release-manual.yml
+2. Click "Run workflow"
+3. Enter version: `0.1.2`
+4. Click green "Run workflow" button

-For testing specific packages locally (especially DiskANN on macOS):
+That's it! The workflow will automatically:
+- ✅ Update version in all packages
+- ✅ Build all packages
+- ✅ Publish to PyPI
+- ✅ Create GitHub tag and release

-```bash
-# Build specific package locally
-./scripts/build_and_test.sh diskann  # or hnsw, core, meta, all
-
-# Test installation in a clean environment
-python -m venv test_env
-source test_env/bin/activate
-pip install packages/*/dist/*.whl
-
-# Upload to Test PyPI (optional)
-./scripts/upload_to_pypi.sh test
-
-# Upload to Production PyPI (use with caution)
-./scripts/upload_to_pypi.sh prod
-```
-
-### Why Manual Build for DiskANN?
-
-DiskANN's complex dependencies (protobuf, abseil, etc.) sometimes require local testing before release. The build script will:
- Compile the C++ extension
- Use `delocate` (macOS) or `auditwheel` (Linux) to bundle system libraries
- Create a self-contained wheel with no external dependencies
-
-## First-time setup
-
-1. Install GitHub CLI:
-   ```bash
-   brew install gh
-   gh auth login
-   ```
-
-2. Set PyPI token in GitHub:
-   ```bash
-   gh secret set PYPI_API_TOKEN
-   # Paste your PyPI token when prompted
-   ``` 
+Check progress: https://github.com/yichuan-w/LEANN/actions 
--- a/examples/mail_reader_leann.py
+++ b/examples/mail_reader_leann.py
@@ -222,7 +222,6 @@ async def query_leann_index(index_path: str, query: str):
        recompute_beighbor_embeddings=True,
        complexity=32,
        beam_width=1,
-        
    )
    end_time = time.time()
    print(f"Time taken: {end_time - start_time} seconds")
--- a/packages/leann-backend-diskann/pyproject.toml
+++ b/packages/leann-backend-diskann/pyproject.toml
@@ -4,8 +4,8 @@ build-backend = "scikit_build_core.build"

 [project]
 name = "leann-backend-diskann"
-version = "0.1.0"
-dependencies = ["leann-core==0.1.0", "numpy"]
+version = "0.1.6"
+dependencies = ["leann-core==0.1.6", "numpy"]

 [tool.scikit-build]
 # Key: simplified CMake path
--- a/packages/leann-backend-hnsw/pyproject.toml
+++ b/packages/leann-backend-hnsw/pyproject.toml
@@ -6,10 +6,10 @@ build-backend = "scikit_build_core.build"

 [project]
 name = "leann-backend-hnsw"
-version = "0.1.0"
+version = "0.1.6"
 description = "Custom-built HNSW (Faiss) backend for the Leann toolkit."
 dependencies = [
-    "leann-core==0.1.0", 
+    "leann-core==0.1.6", 
    "numpy",
    "pyzmq>=23.0.0",
    "msgpack>=1.0.0",
--- a/packages/leann-core/pyproject.toml
+++ b/packages/leann-core/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"

 [project]
 name = "leann-core"
-version = "0.1.0"
+version = "0.1.6"
 description = "Core API and plugin system for LEANN"
 readme = "README.md"
 requires-python = ">=3.9"
--- a/packages/leann-core/src/leann/chat.py
+++ b/packages/leann-core/src/leann/chat.py
@@ -549,6 +549,7 @@ class HFChat(LLMInterface):
            self.tokenizer.pad_token = self.tokenizer.eos_token

    def ask(self, prompt: str, **kwargs) -> str:
+        print('kwargs in HF: ', kwargs)
        # Check if this is a Qwen model and add /no_think by default
        is_qwen_model = "qwen" in self.model.config._name_or_path.lower()
        
--- a/packages/leann/pyproject.toml
+++ b/packages/leann/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"

 [project]
 name = "leann"
-version = "0.1.0"
+version = "0.1.6"
 description = "LEANN - The smallest vector index in the world. RAG Everything with LEANN!"
 readme = "README.md"
 requires-python = ">=3.9"
--- a/scripts/build_and_test.sh
+++ b/scripts/build_and_test.sh
@@ -0,0 +1,87 @@
+#!/bin/bash
+
+# Manual build and test script for local testing
+
+PACKAGE=${1:-"all"}  # Default to all packages
+
+echo "Building package: $PACKAGE"
+
+# Ensure we're in a virtual environment
+if [ -z "$VIRTUAL_ENV" ]; then
+    echo "Error: Please activate a virtual environment first"
+    echo "Run: source .venv/bin/activate (or .venv/bin/activate.fish for fish shell)"
+    exit 1
+fi
+
+# Install build tools
+uv pip install build twine delocate auditwheel scikit-build-core cmake pybind11 numpy
+
+build_package() {
+    local package_dir=$1
+    local package_name=$(basename $package_dir)
+    
+    echo "Building $package_name..."
+    cd $package_dir
+    
+    # Clean previous builds
+    rm -rf dist/ build/ _skbuild/
+    
+    # Build directly with pip wheel (avoids sdist issues)
+    pip wheel . --no-deps -w dist
+    
+    # Repair wheel for binary packages
+    if [[ "$package_name" != "leann-core" ]] && [[ "$package_name" != "leann" ]]; then
+        if [[ "$OSTYPE" == "darwin"* ]]; then
+            # For macOS
+            for wheel in dist/*.whl; do
+                if [[ -f "$wheel" ]]; then
+                    delocate-wheel -w dist_repaired -v "$wheel"
+                fi
+            done
+            if [[ -d dist_repaired ]]; then
+                rm -rf dist/*.whl
+                mv dist_repaired/*.whl dist/
+                rmdir dist_repaired
+            fi
+        else
+            # For Linux
+            for wheel in dist/*.whl; do
+                if [[ -f "$wheel" ]]; then
+                    auditwheel repair "$wheel" -w dist_repaired
+                fi
+            done
+            if [[ -d dist_repaired ]]; then
+                rm -rf dist/*.whl
+                mv dist_repaired/*.whl dist/
+                rmdir dist_repaired
+            fi
+        fi
+    fi
+    
+    echo "Built wheels in $package_dir/dist/"
+    ls -la dist/
+    cd - > /dev/null
+}
+
+# Build specific package or all
+if [ "$PACKAGE" == "diskann" ]; then
+    build_package "packages/leann-backend-diskann"
+elif [ "$PACKAGE" == "hnsw" ]; then
+    build_package "packages/leann-backend-hnsw"
+elif [ "$PACKAGE" == "core" ]; then
+    build_package "packages/leann-core"
+elif [ "$PACKAGE" == "meta" ]; then
+    build_package "packages/leann"
+elif [ "$PACKAGE" == "all" ]; then
+    build_package "packages/leann-core"
+    build_package "packages/leann-backend-hnsw"
+    build_package "packages/leann-backend-diskann"
+    build_package "packages/leann"
+else
+    echo "Unknown package: $PACKAGE"
+    echo "Usage: $0 [diskann|hnsw|core|meta|all]"
+    exit 1
+fi
+
+echo -e "\nBuild complete! Test with:"
+echo "uv pip install packages/*/dist/*.whl" 
--- a/scripts/bump_version.sh
+++ b/scripts/bump_version.sh
@@ -0,0 +1,31 @@
+#!/bin/bash
+
+if [ $# -eq 0 ]; then
+    echo "Usage: $0 <new_version>"
+    exit 1
+fi
+
+NEW_VERSION=$1
+
+# Get the directory where the script is located
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+PROJECT_ROOT="$( cd "$SCRIPT_DIR/.." && pwd )"
+
+# Update all pyproject.toml files
+echo "Updating versions in $PROJECT_ROOT/packages/"
+
+# Use different sed syntax for macOS vs Linux
+if [[ "$OSTYPE" == "darwin"* ]]; then
+    # Update version fields
+    find "$PROJECT_ROOT/packages" -name "pyproject.toml" -exec sed -i '' "s/version = \".*\"/version = \"$NEW_VERSION\"/" {} \;
+    # Update leann-core dependencies
+    find "$PROJECT_ROOT/packages" -name "pyproject.toml" -exec sed -i '' "s/leann-core==[0-9.]*/leann-core==$NEW_VERSION/" {} \;
+else
+    # Update version fields
+    find "$PROJECT_ROOT/packages" -name "pyproject.toml" -exec sed -i "s/version = \".*\"/version = \"$NEW_VERSION\"/" {} \;
+    # Update leann-core dependencies
+    find "$PROJECT_ROOT/packages" -name "pyproject.toml" -exec sed -i "s/leann-core==[0-9.]*/leann-core==$NEW_VERSION/" {} \;
+fi
+
+echo "✅ Version updated to $NEW_VERSION"
+echo "✅ Dependencies updated to use leann-core==$NEW_VERSION" 
--- a/scripts/release.sh
+++ b/scripts/release.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+if [ $# -eq 0 ]; then
+    echo "Usage: $0 <version>"
+    echo "Example: $0 0.1.1"
+    exit 1
+fi
+
+VERSION=$1
+
+# Update version
+./scripts/bump_version.sh $VERSION
+
+# Commit and push
+git add . && git commit -m "chore: bump version to $VERSION" && git push
+
+# Create release (triggers CI)
+gh release create v$VERSION --generate-notes 
--- a/scripts/upload_to_pypi.sh
+++ b/scripts/upload_to_pypi.sh
@@ -0,0 +1,30 @@
+#!/bin/bash
+
+# Manual upload script for testing
+
+TARGET=${1:-"test"}  # Default to test pypi
+
+if [ "$TARGET" != "test" ] && [ "$TARGET" != "prod" ]; then
+    echo "Usage: $0 [test|prod]"
+    exit 1
+fi
+
+# Check for built packages
+if ! ls packages/*/dist/*.whl >/dev/null 2>&1; then
+    echo "No built packages found. Run ./scripts/build_and_test.sh first"
+    exit 1
+fi
+
+if [ "$TARGET" == "test" ]; then
+    echo "Uploading to Test PyPI..."
+    twine upload --repository testpypi packages/*/dist/*
+else
+    echo "Uploading to PyPI..."
+    echo "Are you sure? (y/N)"
+    read -r response
+    if [ "$response" == "y" ]; then
+        twine upload packages/*/dist/*
+    else
+        echo "Cancelled"
+    fi
+fi
Author	SHA1	Message	Date
Andy Lee	2dd59c4ba1	fix: let auditwheel auto-detect manylinux platform tag - Remove --plat manylinux2014_x86_64 flag that was causing build failures - Let auditwheel automatically determine the appropriate manylinux tag - Add auditwheel show command to display compatibility info - This fixes the 'too-recent versioned symbols' error	2025-07-24 21:44:15 -07:00
GitHub Actions	166986d5e6	chore: release v0.1.6	2025-07-25 04:30:07 +00:00
Andy Lee	a6aec68f32	fix: use manylinux2014 for better Linux compatibility - Change auditwheel --plat to manylinux2014_x86_64 - This ensures wheels work on Ubuntu 16.04+ instead of requiring 24.04+ - Fixes compatibility issues for users on Ubuntu 22.04 and similar systems	2025-07-24 21:26:28 -07:00
GitHub Actions	ed27a127d5	chore: release v0.1.5	2025-07-25 04:00:54 +00:00
Andy Lee	d8b4ea7564	fix: add write permissions for GitHub Actions to push commits	2025-07-24 20:55:24 -07:00
Andy Lee	f0a2ef96b4	fix: restore complete build configuration from working version	2025-07-24 19:49:38 -07:00
Andy Lee	7d73c2c803	fix: remove invalid --extra build flag from build commands	2025-07-24 19:43:23 -07:00
Andy Lee	e8d2ecab03	refactor: use reusable workflow to avoid code duplication	2025-07-24 19:35:12 -07:00
Andy Lee	32a374d094	feat: true one-click automated release with multi-platform support	2025-07-24 19:30:44 -07:00
Andy Lee	d45c013806	fix: handle workflow trigger permission gracefully	2025-07-24 19:25:29 -07:00
GitHub Actions	9000a7083d	chore: release v0.1.4	2025-07-25 02:23:36 +00:00
Andy Lee	8307555d54	fix: manually trigger CI after version push in release workflow	2025-07-24 19:21:32 -07:00
GitHub Actions	20f2aece08	chore: release v0.1.3	2025-07-25 02:05:11 +00:00
yichuan520030910320	43eb4f9a1d	Merge branch 'main' of https://github.com/yichuan-w/LEANN	2025-07-24 19:03:52 -07:00
yichuan520030910320	5461b71d8c	colab dev	2025-07-24 19:03:46 -07:00
Andy Lee	374db0ebb8	fix: release workflow to build new version before publishing	2025-07-24 19:03:09 -07:00
GitHub Actions	cea1f6f87c	chore: release v0.1.2	2025-07-25 01:53:29 +00:00
Andy Lee	6c0e39372b	fix: download all artifacts in release workflow	2025-07-24 17:45:46 -07:00
Andy Lee	2bec67d2b6	feat: auto-update leann-core dependencies during release - Enhanced bump_version.sh to automatically update leann-core dependency versions - Script now updates both package versions and their leann-core dependencies - This ensures version consistency across all packages during release No more manual dependency version updates needed!	2025-07-24 17:22:41 -07:00
Andy Lee	133e715832	fix: resolve CI issues and consolidate workflows - Fix version dependencies: update backend packages to depend on leann-core==0.1.1 - Remove duplicate ci.yml workflow (keeping build-and-publish.yml as main CI) - Update release-manual.yml to reference correct CI workflow name This fixes the dependency resolution error and eliminates duplicate builds.	2025-07-24 17:20:58 -07:00
Andy Lee	95cf2f16e2	refactor: consolidate release and publish into single workflow - Manual Release workflow now directly publishes to PyPI after downloading CI artifacts - No more duplicate builds - reuses artifacts from CI - build-and-publish.yml renamed to 'CI - Build Multi-Platform Packages' - Publishing in CI workflow only for emergency manual triggers - Updated RELEASE.md to reflect the new streamlined process This fixes the issue where releases would trigger redundant builds.	2025-07-24 17:04:47 -07:00
Andy Lee	47a4c153eb	fix: enable PyPI publish on tag push - Manual Release workflow creates tags but build-and-publish.yml only published on 'release' events - Now build-and-publish.yml will also publish when v* tags are pushed - This fixes the issue where manual releases didn't trigger PyPI uploads	2025-07-24 17:00:21 -07:00
GitHub Actions	faf5ae3533	chore: release v0.1.1	2025-07-24 23:36:23 +00:00
Andy Lee	a44dccecac	fix: make TestPyPI upload optional and non-blocking - Add continue-on-error to TestPyPI step - Check if TEST_PYPI_API_TOKEN exists before attempting upload - Add graceful failure handling with clear messages - Update docs to explain TestPyPI token configuration - Clarify that TestPyPI testing is optional Now the release won't fail if TestPyPI is not configured or upload fails	2025-07-24 16:02:07 -07:00
yichuan520030910320	9cf9358b9c	Merge branch 'main' of https://github.com/yichuan-w/LEANN	2025-07-24 14:40:39 -07:00
yichuan520030910320	de252fef31	[chat] update 30s example	2025-07-24 14:40:33 -07:00
Andy Lee	9076bc27b8	fix: resolve CI run detection issues in release workflow - Add 'actions: read' permission to access workflow runs - Use workflow name instead of filename for gh run list - Look for CI run on HEAD~1 (before version bump commit) - Improve error messages for better debugging Fixes HTTP 403 error when trying to find successful CI runs	2025-07-24 14:27:26 -07:00
Andy Lee	50686c0819	refactor: use CI artifacts in release workflow instead of rebuilding - Download pre-built wheels from successful CI runs - Avoids duplicate builds and ensures consistency - CI artifacts are already tested across all platforms - Faster release process (no build time) - Updates release documentation to reflect new flow This ensures the released packages are exactly what was tested in CI.	2025-07-24 14:24:03 -07:00
Andy Lee	1614203786	fix: make bump_version.sh work on both macOS and Linux - macOS uses sed -i '' while Linux uses sed -i - Add OS detection to use correct syntax - Ensures script works in CI (Linux) and local dev (macOS)	2025-07-24 14:13:31 -07:00
Andy Lee	3d4c75a56c	fix: add missing scripts directory to git - Remove scripts/ from .gitignore - Add build_and_test.sh for local testing - Add bump_version.sh for version updates (used by CI) - Add release.sh and upload_to_pypi.sh for publishing - Fixes CI error: ./scripts/bump_version.sh: No such file or directory	2025-07-24 14:13:14 -07:00
Andy Lee	2684ee71dc	fix: ensure uv build uses correct Python version in CI - Add --python python flag to uv build commands - This ensures wheels are built with the correct Python version (cp313 for Python 3.13, etc) - Fixes issue where Python 3.13 CI was building cp311 wheels - Also adds Python version verification before build	2025-07-24 13:44:02 -07:00
Andy Lee	1d321953ba	ci: update all GitHub Actions to latest versions - Update actions/upload-artifact from v3 to v4 (v3 deprecated April 2024) - Update actions/setup-python from v4 to v5 (latest version) - Add Python 3.12 and 3.13 to CI test matrix - Ensure compatibility with latest Python versions and GitHub Actions	2025-07-24 13:36:21 -07:00
Andy Lee	b3cb251369	ci: add Python 3.12 and 3.13 to test matrix - Add Python 3.12 and 3.13 to CI test matrix - Ensure compatibility with latest Python versions - Python 3.12 is stable, 3.13 was released in Oct 2024	2025-07-24 13:32:29 -07:00
Andy Lee	0a17d2c9d8	feat: implement comprehensive CI/CD pipeline with two-stage release - Add ci.yml for continuous integration on every commit - Test builds on Ubuntu/macOS with Python 3.9/3.10/3.11 - Ensure code quality before any release - Add release-manual.yml for controlled releases - Manual trigger prevents accidental releases - Version validation and tag creation - Optional TestPyPI testing before production - Only creates tag after validation passes - Keep build-and-publish.yml for automated PyPI deployment - Triggered by new tags (separation of concerns) - Handles multi-platform wheel building - Allows retry if PyPI upload fails - Update RELEASE.md with clear prerequisites and workflow This setup ensures: 1. Every commit is tested (CI) 2. Releases are deliberate (manual trigger) 3. Failed CI won't create broken tags 4. PyPI publish can be retried independently	2025-07-24 13:29:21 -07:00