feat: initialize the memorize and retrieve workflows with the new 3-layer architecture

.github/workflows/build.yml

@@ -0,0 +1,35 @@
+name: build
+
+on: [push, pull_request]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    if: github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name != github.event.pull_request.base.repo.full_name
+    strategy:
+      matrix:
+        python-version: ["3.14"]
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install uv & set Python
+        uses: astral-sh/setup-uv@v7
+        with:
+          python-version: ${{ matrix.python-version }}
+          enable-cache: true
+          cache-python: true
+
+      - name: Ensure Python ${{ matrix.python-version }}
+        run: uv python install ${{ matrix.python-version }}
+
+      - name: Sync dependencies
+        run: |
+          uv sync --frozen
+          uv run pre-commit install
+
+      - name: Run style checks
+        run: uv run make check
+
+      - name: Run tests
+        run: uv run make test

.github/workflows/publish.yml

@@ -36,4 +36,3 @@ jobs:
         with:
           password: ${{ secrets.PYPI_API_TOKEN }}
           skip-existing: true
-

.github/workflows/release-please.yml

@@ -0,0 +1,60 @@
+on:
+  push:
+    branches:
+      - main
+
+permissions:
+  contents: write
+  issues: write
+  pull-requests: write
+
+name: release-please
+
+jobs:
+  release-please:
+    runs-on: ubuntu-latest
+    outputs:
+      releases_created: ${{ steps.release.outputs.releases_created }}
+      tag_name: ${{ steps.release.outputs.tag_name }}
+    steps:
+      - uses: googleapis/release-please-action@v4
+        id: release
+        with:
+          release-type: python
+          target-branch: main
+
+  build:
+    name: upload wheel
+    runs-on: ubuntu-latest
+    needs: release-please
+    if: ${{ needs.release-please.outputs.releases_created == 'true' && needs.release-please.outputs.tag_name != '' }}
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.14"]
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install uv & set Python
+        uses: astral-sh/setup-uv@v7
+        with:
+          python-version: ${{ matrix.python-version }}
+          enable-cache: true
+          cache-python: true
+
+      - name: Install Python ${{ matrix.python-version }}
+        run: uv python install ${{ matrix.python-version }}
+
+      - name: Sync dependencies
+        run: uv sync --frozen
+
+      - name: Build wheel
+        run: uv build
+
+      - name: Upload binaries to release
+        uses: svenstaro/upload-release-action@v2
+        with:
+          repo_token: ${{ secrets.GITHUB_TOKEN }}
+          file: dist/memU-*.whl
+          tag: ${{ needs.release-please.outputs.tag_name }}
+          file_glob: true

.gitignore

@@ -1,3 +1,4 @@
+data/
 # Byte-compiled / optimized / DLL files
 __pycache__/
 *.py[cod]
@@ -208,4 +209,4 @@ models/
 .env.local
 .env.*.local
 secrets.txt
-api_keys.txt 
+api_keys.txt

.pre-commit-config.yaml

@@ -1,34 +1,20 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: "v6.0.0"
     hooks:
-      - id: trailing-whitespace
-      - id: end-of-file-fixer
-      - id: check-yaml
-      - id: check-added-large-files
+      - id: check-case-conflict
       - id: check-merge-conflict
-      - id: debug-statements
-
-  - repo: https://github.com/psf/black
-    rev: 23.3.0
-    hooks:
-      - id: black
-        language_version: python3
-
-  - repo: https://github.com/pycqa/flake8
-    rev: 6.0.0
-    hooks:
-      - id: flake8
-        args: [--max-line-length=88, --extend-ignore=E203,W503]
-
-  - repo: https://github.com/pycqa/isort
-    rev: 5.12.0
-    hooks:
-      - id: isort
-        args: ["--profile", "black"]
+      - id: check-toml
+      - id: check-yaml
+      - id: check-json
+      - id: pretty-format-json
+        args: [--autofix, --no-sort-keys]
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
 
-  - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.3.0
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: "v0.14.3"
     hooks:
-      - id: mypy
-        additional_dependencies: [types-all] 
+      - id: ruff
+        args: [--exit-non-zero-on-fix]
+      - id: ruff-format

.python-version

@@ -0,0 +1 @@
+3.14

CONTRIBUTING.md

@@ -7,7 +7,7 @@ Thank you for your interest in contributing to MemU! This document provides guid
 We welcome all types of contributions:
 
 - 🐛 **Bug Reports** - Help us identify and fix issues
-- 💡 **Feature Requests** - Suggest new capabilities and improvements  
+- 💡 **Feature Requests** - Suggest new capabilities and improvements
 - 📝 **Documentation** - Improve guides, examples, and API docs
 - 🔧 **Code Contributions** - Add features, fix bugs, optimize performance
 - 🧪 **Testing** - Write tests, improve coverage, test edge cases
@@ -145,7 +145,7 @@ type(scope): description
 
 Examples:
 feat(memory): add semantic search functionality
-fix(llm): resolve OpenAI timeout issues  
+fix(llm): resolve OpenAI timeout issues
 docs(readme): update installation instructions
 test(agent): add unit tests for memory retrieval
 refactor(core): restructure memory storage logic
@@ -241,4 +241,4 @@ Contributors are recognized in:
 - Release notes for significant contributions
 - Our [Contributors](https://github.com/NevaMind-AI/MemU/graphs/contributors) page
 
-Thank you for helping make MemU better! 🚀
+Thank you for helping make MemU better! 🚀