Switch from Poetry to uv for package management (#2008)

* Initial plan

* Switch from Poetry to uv for package management

Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com>

* Clean up build artifacts and update gitignore

Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com>

* remove build artifacts

* remove hardcoded version string

* fix calls to pip in cicd

* Update gh-pages.yml workflow to use uv instead of Poetry

Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com>

* ruff formatting fixes

* update cicd workflow with latest uv action

* fix command to retrieve package version

* update development instructions

* remove Poetry references

* Replace deprecated azuright action with npm-based Azurite installation

Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com>

* skip api version check for azurite

* add semversioner file

* update more changes from switching to UV

* Migrate unified-search-app from Poetry to uv package management

Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com>

* minor typo update

* minor Dockerfile update

* update cicd thresholds

* update pytest thresholds

* ruff fixes

* ruff fixes

* remove legacy npm settings that no longer apply

* Update Unified Search App Readme

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com>
Co-authored-by: Josh Bradley <joshbradley@microsoft.com>
Co-authored-by: Alonso Guevara <alonsog@microsoft.com>

.github/workflows/gh-pages.yml

@@ -6,8 +6,7 @@ permissions:
   contents: write
 
 env:
-  POETRY_VERSION: '1.8.3'
+  PYTHON_VERSION: "3.11"
-  PYTHON_VERSION: '3.11'
 
 jobs:
   build:
@@ -29,18 +28,16 @@ jobs:
         with:
           python-version: ${{ env.PYTHON_VERSION }}
 
-      - name: Install Poetry ${{ env.POETRY_VERSION }}
+      - name: Install uv
-        uses: abatilo/actions-poetry@v3.0.0
+        uses: astral-sh/setup-uv@v6
-        with:
-          poetry-version: ${{ env.POETRY_VERSION }}
 
-      - name: poetry intsall
+      - name: Install dependencies
         shell: bash
-        run: poetry install
+        run: uv sync --extra dev
   
       - name: mkdocs build
         shell: bash
-        run: poetry run poe build_docs
+        run: uv run poe build_docs
 
       - name: List Docsite Contents
         run: find site

.github/workflows/python-ci.yml

@@ -26,9 +26,6 @@ concurrency:
   # Only run the for the latest commit
   cancel-in-progress: true
 
-env:
-  POETRY_VERSION: 1.8.3
-
 jobs:
   python-ci:
     # skip draft PRs
@@ -51,7 +48,7 @@ jobs:
           filters: |
             python:
               - 'graphrag/**/*'
-              - 'poetry.lock'
+              - 'uv.lock'
               - 'pyproject.toml'
               - '**/*.py'
               - '**/*.toml'
@@ -64,30 +61,27 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Install Poetry
+      - name: Install uv
-        uses: abatilo/actions-poetry@v3.0.0
+        uses: astral-sh/setup-uv@v6
-        with:
-          poetry-version: $POETRY_VERSION
 
       - name: Install dependencies
         shell: bash
         run: |
-          poetry self add setuptools wheel
+          uv sync --extra dev
-          poetry run python -m pip install gensim
+          uv pip install gensim
-          poetry install
 
       - name: Check
         run: |
-          poetry run poe check
+          uv run poe check
 
       - name: Build
         run: |
-          poetry build
+          uv build
 
       - name: Unit Test
         run: |
-          poetry run poe test_unit
+          uv run poe test_unit
 
       - name: Verb Test
         run: |
-          poetry run poe test_verbs
+          uv run poe test_verbs

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

@@ -26,9 +26,6 @@ concurrency:
   # only run the for the latest commit
   cancel-in-progress: true
 
-env:
-  POETRY_VERSION: 1.8.3
-
 jobs:
   python-ci:
     # skip draft PRs
@@ -51,7 +48,7 @@ jobs:
           filters: |
             python:
               - 'graphrag/**/*'
-              - 'poetry.lock'
+              - 'uv.lock'
               - 'pyproject.toml'
               - '**/*.py'
               - '**/*.toml'
@@ -64,25 +61,24 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Install Poetry
+      - name: Install uv
-        uses: abatilo/actions-poetry@v3.0.0
+        uses: astral-sh/setup-uv@v6
-        with:
-          poetry-version: $POETRY_VERSION
 
       - name: Install dependencies
         shell: bash
         run: |
-          poetry self add setuptools wheel
+          uv sync --extra dev
-          poetry run python -m pip install gensim
+          uv pip install gensim
-          poetry install
 
       - name: Build
         run: |
-          poetry build
+          uv build
 
-      - name: Install Azurite
+      - name: Install and start Azurite
-        id: azuright
+        shell: bash
-        uses: potatoqualitee/azuright@v1.1
+        run: |
+          npm install -g azurite
+          azurite --silent --skipApiVersionCheck --location /tmp/azurite --debug /tmp/azurite-debug.log &
 
       # For more information on installation/setup of Azure Cosmos DB Emulator
       # https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-develop-emulator?tabs=docker-linux%2Cpython&pivots=api-nosql
@@ -97,4 +93,4 @@ jobs:
 
       - name: Integration Test
         run: |
-          poetry run poe test_integration
+          uv run poe test_integration

.github/workflows/python-notebook-tests.yml

@@ -26,9 +26,6 @@ concurrency:
   # Only run the for the latest commit
   cancel-in-progress: true
 
-env:
-  POETRY_VERSION: 1.8.3
-
 jobs:
   python-ci:
     # skip draft PRs
@@ -54,7 +51,7 @@ jobs:
           filters: |
             python:
               - 'graphrag/**/*'
-              - 'poetry.lock'
+              - 'uv.lock'
               - 'pyproject.toml'
               - '**/*.py'
               - '**/*.toml'
@@ -66,18 +63,15 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Install Poetry
+      - name: Install uv
-        uses: abatilo/actions-poetry@v3.0.0
+        uses: astral-sh/setup-uv@v6
-        with:
-          poetry-version: $POETRY_VERSION
 
       - name: Install dependencies
         shell: bash
         run: |
-          poetry self add setuptools wheel
+          uv sync --extra dev
-          poetry run python -m pip install gensim
+          uv pip install gensim
-          poetry install
 
       - name: Notebook Test
         run: |
-          poetry run poe test_notebook
+          uv run poe test_notebook

.github/workflows/python-publish.yml

@@ -6,7 +6,6 @@ on:
     branches: [main]
 
 env:
-  POETRY_VERSION: "1.8.3"
   PYTHON_VERSION: "3.10"
 
 jobs:
@@ -31,21 +30,19 @@ jobs:
         with:
           python-version: ${{ env.PYTHON_VERSION }}
 
-      - name: Install Poetry
+      - name: Install uv
-        uses: abatilo/actions-poetry@v3.0.0
+        uses: astral-sh/setup-uv@v6
-        with:
-          poetry-version: ${{ env.POETRY_VERSION }}
 
       - name: Install dependencies
         shell: bash
-        run: poetry install
+        run: uv sync
 
       - name: Export Publication Version
-        run: echo "version=`poetry version --short`" >> $GITHUB_OUTPUT
+        run: echo "version=$(uv version --short)" >> $GITHUB_OUTPUT
 
       - name: Build Distributable
         shell: bash
-        run: poetry build
+        run: uv build
 
       - name: Publish package distributions to PyPI
         uses: pypa/gh-action-pypi-publish@release/v1

.github/workflows/python-smoke-tests.yml

@@ -26,9 +26,6 @@ concurrency:
   # Only run the for the latest commit
   cancel-in-progress: true
 
-env:
-  POETRY_VERSION: 1.8.3
-
 jobs:
   python-ci:
     # skip draft PRs
@@ -68,7 +65,7 @@ jobs:
           filters: |
             python:
               - 'graphrag/**/*'
-              - 'poetry.lock'
+              - 'uv.lock'
               - 'pyproject.toml'
               - '**/*.py'
               - '**/*.toml'
@@ -81,33 +78,32 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Install Poetry
+      - name: Install uv
-        uses: abatilo/actions-poetry@v3.0.0
+        uses: astral-sh/setup-uv@v6
-        with:
-          poetry-version: $POETRY_VERSION
 
       - name: Install dependencies
         shell: bash
         run: |
-          poetry self add setuptools wheel
+          uv sync --extra dev
-          poetry run python -m pip install gensim
+          uv pip install gensim
-          poetry install
 
       - name: Build
         run: |
-          poetry build
+          uv build
 
-      - name: Install Azurite
+      - name: Install and start Azurite
-        id: azuright
+        shell: bash
-        uses: potatoqualitee/azuright@v1.1
+        run: |
+          npm install -g azurite
+          azurite --silent --skipApiVersionCheck --location /tmp/azurite --debug /tmp/azurite-debug.log &
 
       - name: Smoke Test
         if: steps.changes.outputs.python == 'true'
         run: |
-          poetry run poe test_smoke
+          uv run poe test_smoke
 
       - uses: actions/upload-artifact@v4
         if: always()
         with:
-          name: smoke-test-artifacts-${{ matrix.python-version }}-${{ matrix.poetry-version }}-${{ runner.os }}
+          name: smoke-test-artifacts-${{ matrix.python-version }}-${{ runner.os }}
           path: tests/fixtures/*

.gitignore

@@ -1,6 +1,8 @@
 # Python Artifacts
 python/*/lib/
 dist/
+build/
+*.egg-info/
 
 # Test Output
 .coverage

.semversioner/next-release/minor-20250728163653403774.json

@@ -0,0 +1,4 @@
+{
+  "type": "minor",
+  "description": "swap package management from Poetry -> UV"
+}

.vscode/launch.json

@@ -6,7 +6,7 @@
 			"name": "Indexer",
 			"type": "debugpy",
 			"request": "launch",
-			"module": "poetry",
+			"module": "uv",
 			"args": [
 				"poe", "index",
 				"--root", "<path_to_ragtest_root_demo>"
@@ -16,7 +16,7 @@
 			"name": "Query",
 			"type": "debugpy",
 			"request": "launch",
-			"module": "poetry",
+			"module": "uv",
 			"args": [
 				"poe", "query",
 				"--root", "<path_to_ragtest_root_demo>",
@@ -28,7 +28,7 @@
 			"name": "Prompt Tuning",
 			"type": "debugpy",
 			"request": "launch",
-			"module": "poetry",
+			"module": "uv",
 			"args": [
 				"poe", "prompt-tune",
 				"--config",

.vscode/settings.json

@@ -1,43 +1,8 @@
 {
-  "search.exclude": {
-    "**/.yarn": true,
-    "**/.pnp.*": true
-  },
   "editor.formatOnSave": false,
-  "eslint.nodePath": ".yarn/sdks",
-  "typescript.tsdk": ".yarn/sdks/typescript/lib",
-  "typescript.enablePromptUseWorkspaceTsdk": true,
-  "javascript.preferences.importModuleSpecifier": "relative",
-  "javascript.preferences.importModuleSpecifierEnding": "js",
-  "typescript.preferences.importModuleSpecifier": "relative",
-  "typescript.preferences.importModuleSpecifierEnding": "js",
   "explorer.fileNesting.enabled": true,
-  "explorer.fileNesting.patterns": {
-    "*.ts": "${capture}.ts, ${capture}.hooks.ts, ${capture}.hooks.tsx, ${capture}.contexts.ts, ${capture}.stories.tsx, ${capture}.story.tsx, ${capture}.spec.tsx, ${capture}.base.ts, ${capture}.base.tsx, ${capture}.types.ts, ${capture}.styles.ts, ${capture}.styles.tsx, ${capture}.utils.ts, ${capture}.utils.tsx, ${capture}.constants.ts, ${capture}.module.scss, ${capture}.module.css, ${capture}.md",
-    "*.js": "${capture}.js.map, ${capture}.min.js, ${capture}.d.ts",
-    "*.jsx": "${capture}.js",
-    "*.tsx": "${capture}.ts, ${capture}.hooks.ts, ${capture}.hooks.tsx, ${capture}.contexts.ts, ${capture}.stories.tsx, ${capture}.story.tsx, ${capture}.spec.tsx, ${capture}.base.ts, ${capture}.base.tsx, ${capture}.types.ts, ${capture}.styles.ts, ${capture}.styles.tsx, ${capture}.utils.ts, ${capture}.utils.tsx, ${capture}.constants.ts, ${capture}.module.scss, ${capture}.module.css, ${capture}.md, ${capture}.css",
-    "tsconfig.json": "tsconfig.*.json",
-    "package.json": "package-lock.json, turbo.json, tsconfig.json, rome.json, biome.json, .npmignore, dictionary.txt, cspell.config.yaml",
-    "README.md": "*.md, LICENSE, CODEOWNERS",
-    ".eslintrc": ".eslintignore",
-    ".prettierrc": ".prettierignore",
-    ".gitattributes": ".gitignore",
-    ".yarnrc.yml": "yarn.lock, .pnp.*",
-    "jest.config.js": "jest.setup.mjs",
-    "pyproject.toml": "poetry.lock, poetry.toml, mkdocs.yaml",
-    "cspell.config.yaml": "dictionary.txt"
-  },
-  "azureFunctions.postDeployTask": "npm install (functions)",
-  "azureFunctions.projectLanguage": "TypeScript",
-  "azureFunctions.projectRuntime": "~4",
   "debug.internalConsoleOptions": "neverOpen",
-  "azureFunctions.preDeployTask": "npm prune (functions)",
+  "python.defaultInterpreterPath": "${workspaceRoot}/.venv/bin/python",
-  "appService.zipIgnorePattern": [
-    "node_modules{,/**}",
-    ".vscode{,/**}"
-  ],
-  "python.defaultInterpreterPath": "python/services/.venv/bin/python",
   "python.languageServer": "Pylance",
   "cSpell.customDictionaries": {
     "project-words": {

CONTRIBUTING.md

@@ -22,7 +22,7 @@ or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any addi
 2. Create a new branch for your contribution: `git checkout -b my-contribution`.
 3. Make your changes and ensure that the code passes all tests.
 4. Commit your changes: `git commit -m "Add my contribution"`.
-5. Create and commit a semver impact document by running `poetry run semversioner add-change -t <major|minor|patch> -d <description>`.
+5. Create and commit a semver impact document by running `uv run semversioner add-change -t <major|minor|patch> -d <description>`.
 6. Push your changes to your forked repository: `git push origin my-contribution`.
 7. Open a pull request to the main repository.
 

DEVELOPING.md

@@ -5,29 +5,33 @@
 | Name                | Installation                                                 | Purpose                                                                             |
 | ------------------- | ------------------------------------------------------------ | ----------------------------------------------------------------------------------- |
 | Python 3.10 or 3.11 | [Download](https://www.python.org/downloads/)                | The library is Python-based.                                                        |
-| Poetry              | [Instructions](https://python-poetry.org/docs/#installation) | Poetry is used for package management and virtualenv management in Python codebases |
+| uv                  | [Instructions](https://docs.astral.sh/uv/)                   | uv is used for package management and virtualenv management in Python codebases     |
 
 # Getting Started
 
 ## Install Dependencies
 ```shell
+# (optional) create virtual environment
+uv venv --python 3.10
+source .venv/bin/activate
+
 # install python dependencies
-poetry install
+uv sync --extra dev
 ```
 
 ## Execute the indexing engine
 ```shell
-poetry run poe index <...args>
+uv run poe index <...args>
 ```
 
 ## Execute prompt tuning
 ```shell
-poetry run poe prompt_tune <...args>
+uv run poe prompt_tune <...args>
 ```
 
 ## Execute Queries
 ```shell
-poetry run poe query <...args>
+uv run poe query <...args>
 ```
 
 ## Repository Structure
@@ -63,7 +67,7 @@ Where appropriate, the factories expose a registration method for users to provi
 
 We use [semversioner](https://github.com/raulgomis/semversioner) to automate and enforce semantic versioning in the release process. Our CI/CD pipeline checks that all PR's include a json file generated by semversioner. When submitting a PR, please run:
 ```shell
-poetry run semversioner add-change -t patch -d "<a small sentence describing changes made>."
+uv run semversioner add-change -t patch -d "<a small sentence describing changes made>."
 ```
 
 # Azurite
@@ -78,29 +82,29 @@ or by simply running `azurite` in the terminal if already installed globally. Se
 
 # Lifecycle Scripts
 
-Our Python package utilizes Poetry to manage dependencies and [poethepoet](https://pypi.org/project/poethepoet/) to manage custom build scripts.
+Our Python package utilizes uv to manage dependencies and [poethepoet](https://pypi.org/project/poethepoet/) to manage custom build scripts.
 
 Available scripts are:
-- `poetry run poe index` - Run the Indexing CLI
+- `uv run poe index` - Run the Indexing CLI
-- `poetry run poe query` - Run the Query CLI
+- `uv run poe query` - Run the Query CLI
-- `poetry build` - This invokes `poetry build`, which will build a wheel file and other distributable artifacts.
+- `uv build` - This invokes `uv build`, which will build a wheel file and other distributable artifacts.
-- `poetry run poe test` - This will execute all tests.
+- `uv run poe test` - This will execute all tests.
-- `poetry run poe test_unit` - This will execute unit tests.
+- `uv run poe test_unit` - This will execute unit tests.
-- `poetry run poe test_integration` - This will execute integration tests.
+- `uv run poe test_integration` - This will execute integration tests.
-- `poetry run poe test_smoke` - This will execute smoke tests.
+- `uv run poe test_smoke` - This will execute smoke tests.
-- `poetry run poe check` - This will perform a suite of static checks across the package, including:
+- `uv run poe check` - This will perform a suite of static checks across the package, including:
   - formatting
   - documentation formatting
   - linting
   - security patterns
   - type-checking
-- `poetry run poe fix` - This will apply any available auto-fixes to the package. Usually this is just formatting fixes.
+- `uv run poe fix` - This will apply any available auto-fixes to the package. Usually this is just formatting fixes.
-- `poetry run poe fix_unsafe` - This will apply any available auto-fixes to the package, including those that may be unsafe.
+- `uv run poe fix_unsafe` - This will apply any available auto-fixes to the package, including those that may be unsafe.
-- `poetry run poe format` - Explicitly run the formatter across the package.
+- `uv run poe format` - Explicitly run the formatter across the package.
 
 ## Troubleshooting
 
-### "RuntimeError: llvm-config failed executing, please point LLVM_CONFIG to the path for llvm-config" when running poetry install
+### "RuntimeError: llvm-config failed executing, please point LLVM_CONFIG to the path for llvm-config" when running uv sync
 
 Make sure llvm-9 and llvm-9-dev are installed:
 
@@ -110,7 +114,7 @@ and then in your bashrc, add
 
 `export LLVM_CONFIG=/usr/bin/llvm-config-9`
 
-### "numba/\_pymodule.h:6:10: fatal error: Python.h: No such file or directory" when running poetry install
+### "numba/\_pymodule.h:6:10: fatal error: Python.h: No such file or directory" when running uv sync
 
 Make sure you have python3.10-dev installed or more generally `python<version>-dev`
 

docs/developing.md

@@ -5,27 +5,31 @@
 | Name                | Installation                                                 | Purpose                                                                             |
 | ------------------- | ------------------------------------------------------------ | ----------------------------------------------------------------------------------- |
 | Python 3.10-3.12    | [Download](https://www.python.org/downloads/)                | The library is Python-based.                                                        |
-| Poetry              | [Instructions](https://python-poetry.org/docs/#installation) | Poetry is used for package management and virtualenv management in Python codebases |
+| uv                  | [Instructions](https://docs.astral.sh/uv/)                   | uv is used for package management and virtualenv management in Python codebases     |
 
 # Getting Started
 
 ## Install Dependencies
 
 ```sh
-# Install Python dependencies.
+# (optional) create virtual environment
-poetry install
+uv venv --python 3.10
+source .venv/bin/activate
+
+# install python dependencies
+uv sync --extra dev
 ```
 
 ## Execute the Indexing Engine
 
 ```sh
-poetry run poe index <...args>
+uv run poe index <...args>
 ```
 
 ## Executing Queries
 
 ```sh
-poetry run poe query <...args>
+uv run poe query <...args>
 ```
 
 # Azurite
@@ -40,31 +44,31 @@ or by simply running `azurite` in the terminal if already installed globally. Se
 
 # Lifecycle Scripts
 
-Our Python package utilizes Poetry to manage dependencies and [poethepoet](https://pypi.org/project/poethepoet/) to manage build scripts.
+Our Python package utilize uv to manage dependencies and [poethepoet](https://pypi.org/project/poethepoet/) to manage build scripts.
 
 Available scripts are:
 
-- `poetry run poe index` - Run the Indexing CLI
+- `uv run poe index` - Run the Indexing CLI
-- `poetry run poe query` - Run the Query CLI
+- `uv run poe query` - Run the Query CLI
-- `poetry build` - This invokes `poetry build`, which will build a wheel file and other distributable artifacts.
+- `uv build` - This will build a wheel file and other distributable artifacts.
-- `poetry run poe test` - This will execute all tests.
+- `uv run poe test` - This will execute all tests.
-- `poetry run poe test_unit` - This will execute unit tests.
+- `uv run poe test_unit` - This will execute unit tests.
-- `poetry run poe test_integration` - This will execute integration tests.
+- `uv run poe test_integration` - This will execute integration tests.
-- `poetry run poe test_smoke` - This will execute smoke tests.
+- `uv run poe test_smoke` - This will execute smoke tests.
-- `poetry run poe test_verbs` - This will execute tests of the basic workflows.
+- `uv run poe test_verbs` - This will execute tests of the basic workflows.
-- `poetry run poe check` - This will perform a suite of static checks across the package, including:
+- `uv run poe check` - This will perform a suite of static checks across the package, including:
   - formatting
   - documentation formatting
   - linting
   - security patterns
   - type-checking
-- `poetry run poe fix` - This will apply any available auto-fixes to the package. Usually this is just formatting fixes.
+- `uv run poe fix` - This will apply any available auto-fixes to the package. Usually this is just formatting fixes.
-- `poetry run poe fix_unsafe` - This will apply any available auto-fixes to the package, including those that may be unsafe.
+- `uv run poe fix_unsafe` - This will apply any available auto-fixes to the package, including those that may be unsafe.
-- `poetry run poe format` - Explicitly run the formatter across the package.
+- `uv run poe format` - Explicitly run the formatter across the package.
 
 ## Troubleshooting
 
-### "RuntimeError: llvm-config failed executing, please point LLVM_CONFIG to the path for llvm-config" when running poetry install
+### "RuntimeError: llvm-config failed executing, please point LLVM_CONFIG to the path for llvm-config" when running uv install
 
 Make sure llvm-9 and llvm-9-dev are installed:
 
@@ -74,12 +78,6 @@ and then in your bashrc, add
 
 `export LLVM_CONFIG=/usr/bin/llvm-config-9`
 
-### "numba/\_pymodule.h:6:10: fatal error: Python.h: No such file or directory" when running poetry install
-
-Make sure you have python3.10-dev installed or more generally `python<version>-dev`
-
-`sudo apt-get install python3.10-dev`
-
 ### LLM call constantly exceeds TPM, RPM or time limits
 
 `GRAPHRAG_LLM_THREAD_COUNT` and `GRAPHRAG_EMBEDDING_THREAD_COUNT` are both set to 50 by default. You can modify these values

docs/examples_notebooks/index_migration_to_v1.ipynb

@@ -202,10 +202,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "from graphrag.index.flows.generate_text_embeddings import generate_text_embeddings\n",
+    "\n",
     "from graphrag.cache.factory import CacheFactory\n",
     "from graphrag.callbacks.noop_workflow_callbacks import NoopWorkflowCallbacks\n",
     "from graphrag.config.embeddings import get_embedded_fields, get_embedding_settings\n",
-    "from graphrag.index.flows.generate_text_embeddings import generate_text_embeddings\n",
     "\n",
     "# We only need to re-run the embeddings workflow, to ensure that embeddings for all required search fields are in place\n",
     "# We'll construct the context and run this function flow directly to avoid everything else\n",

docs/index/overview.md

@@ -26,8 +26,7 @@ After you have a config file you can run the pipeline using the CLI or the Pytho
 ### CLI
 
 ```bash
-# Via Poetry
+uv run poe index --root <data_root> # default config mode
-poetry run poe index --root <data_root> # default config mode
 ```
 
 ### Python API

examples_notebooks/community_contrib/yfiles-jupyter-graphs/graph-visualization.ipynb

@@ -29,6 +29,9 @@
     "\n",
     "import pandas as pd\n",
     "import tiktoken\n",
+    "from graphrag.query.llm.oai.chat_openai import ChatOpenAI\n",
+    "from graphrag.query.llm.oai.embedding import OpenAIEmbedding\n",
+    "from graphrag.query.llm.oai.typing import OpenaiApiType\n",
     "\n",
     "from graphrag.query.context_builder.entity_extraction import EntityVectorStoreKey\n",
     "from graphrag.query.indexer_adapters import (\n",
@@ -38,9 +41,6 @@
     "    read_indexer_reports,\n",
     "    read_indexer_text_units,\n",
     ")\n",
-    "from graphrag.query.llm.oai.chat_openai import ChatOpenAI\n",
-    "from graphrag.query.llm.oai.embedding import OpenAIEmbedding\n",
-    "from graphrag.query.llm.oai.typing import OpenaiApiType\n",
     "from graphrag.query.structured_search.local_search.mixed_context import (\n",
     "    LocalSearchMixedContext,\n",
     ")\n",

graphrag/config/defaults.py

@@ -239,7 +239,7 @@ class GlobalSearchDefaults:
 class StorageDefaults:
     """Default values for storage."""
 
-    type = StorageType.file
+    type: ClassVar[StorageType] = StorageType.file
     base_dir: str = DEFAULT_OUTPUT_BASE_DIR
     connection_string: None = None
     container_name: None = None

pyproject.toml

@@ -1,119 +1,110 @@
-[tool.poetry]
+[project]
 name = "graphrag"
 # Maintainers: do not change the version here manually, use ./scripts/release.sh
 version = "2.4.0"
 description = "GraphRAG: A graph-based retrieval-augmented generation (RAG) system."
 authors = [
-    "Alonso Guevara Fernández <alonsog@microsoft.com>",
+    {name = "Alonso Guevara Fernández", email = "alonsog@microsoft.com"},
-    "Andrés Morales Esquivel <andresmor@microsoft.com>",
+    {name = "Andrés Morales Esquivel", email = "andresmor@microsoft.com"},
-    "Chris Trevino <chtrevin@microsoft.com>",
+    {name = "Chris Trevino", email = "chtrevin@microsoft.com"},
-    "David Tittsworth <datittsw@microsoft.com>",
+    {name = "David Tittsworth", email = "datittsw@microsoft.com"},
-    "Dayenne de Souza <ddesouza@microsoft.com>",
+    {name = "Dayenne de Souza", email = "ddesouza@microsoft.com"},
-    "Derek Worthen <deworthe@microsoft.com>",
+    {name = "Derek Worthen", email = "deworthe@microsoft.com"},
-    "Gaudy Blanco Meneses <gaudyb@microsoft.com>",
+    {name = "Gaudy Blanco Meneses", email = "gaudyb@microsoft.com"},
-    "Ha Trinh <trinhha@microsoft.com>",
+    {name = "Ha Trinh", email = "trinhha@microsoft.com"},
-    "Jonathan Larson <jolarso@microsoft.com>",
+    {name = "Jonathan Larson", email = "jolarso@microsoft.com"},
-    "Josh Bradley <joshbradley@microsoft.com>",
+    {name = "Josh Bradley", email = "joshbradley@microsoft.com"},
-    "Kate Lytvynets <kalytv@microsoft.com>",
+    {name = "Kate Lytvynets", email = "kalytv@microsoft.com"},
-    "Kenny Zhang <zhangken@microsoft.com>",
+    {name = "Kenny Zhang", email = "zhangken@microsoft.com"},
-    "Mónica Carvajal",
+    {name = "Mónica Carvajal"},
-    "Nathan Evans <naevans@microsoft.com>",
+    {name = "Nathan Evans", email = "naevans@microsoft.com"},
-    "Rodrigo Racanicci <rracanicci@microsoft.com>",
+    {name = "Rodrigo Racanicci", email = "rracanicci@microsoft.com"},
-    "Sarah Smith <smithsarah@microsoft.com>",
+    {name = "Sarah Smith", email = "smithsarah@microsoft.com"},
 ]
 license = "MIT"
 readme = "README.md"
-packages = [{ include = "graphrag" }]
+requires-python = ">=3.10,<3.13"
+classifiers = [
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+]
 
-[tool.poetry.urls]
+dependencies = [
-"Source" = "https://github.com/microsoft/graphrag"
+    "environs>=11.0.0",
+    # Vector Stores
+    "azure-search-documents>=11.5.2",
+    "lancedb>=0.17.0",
+    # Async IO
+    "aiofiles>=24.1.0",
+    # LLM
+    "fnllm[azure,openai]>=0.3.0",
+    "json-repair>=0.30.3",
+    "openai>=1.68.0",
+    "nltk==3.9.1",
+    "tiktoken>=0.9.0",
+    # Data-Science
+    "numpy>=1.25.2",
+    "graspologic>=3.4.1",
+    "networkx>=3.4.2",
+    "pandas>=2.2.3",
+    "pyarrow>=17.0.0",
+    "umap-learn>=0.5.6",
+    # Configuration
+    "pyyaml>=6.0.2",
+    "python-dotenv>=1.0.1",
+    "pydantic>=2.10.3",
+    "devtools>=0.12.2",
+    "typing-extensions>=4.12.2",
+    # Azure
+    "azure-cosmos>=4.9.0",
+    "azure-identity>=1.19.0",
+    "azure-storage-blob>=12.24.0",
+    "future>=1.0.0", # Needed until graspologic fixes their dependency
+    "typer>=0.16.0",
+    "tqdm>=4.67.1",
+    "textblob>=0.18.0.post0",
+    "spacy>=3.8.4",
+]
 
-[tool.poetry.scripts]
+[project.optional-dependencies]
+dev = [
+    "coverage>=7.6.9",
+    "ipykernel>=6.29.5",
+    "jupyter>=1.1.1",
+    "nbconvert>=7.16.4",
+    "poethepoet>=0.31.1",
+    "pyright>=1.1.390",
+    "pytest>=8.3.4",
+    "pytest-asyncio>=0.24.0",
+    "pytest-timeout>=2.3.1",
+    "ruff>=0.8.2",
+    "semversioner>=2.0.5",
+    "update-toml>=0.2.1",
+    "deptry>=0.21.1",
+    "mkdocs-material>=9.5.48",
+    "mkdocs-jupyter>=0.25.1",
+    "mkdocs-exclude-search>=0.6.6",
+    "pytest-dotenv>=0.5.2",
+    "mkdocs-typer>=0.0.3",
+]
+
+[project.scripts]
 graphrag = "graphrag.cli.main:app"
 
-[tool.poetry-dynamic-versioning]
+[project.urls]
-enable = true
+Source = "https://github.com/microsoft/graphrag"
-style = "pep440"
-vcs = "git"
-bump = true
-format-jinja = """
-    {%- if distance == 0 -%}
-        {{ serialize_pep440(base, stage, revision) }}
-    {%- else -%}
-        {{ serialize_pep440(base, stage, revision, dev=distance) }}
-    {%- endif -%}
-"""
-
-[tool.poetry.dependencies]
-python = ">=3.10,<3.13"
-environs = "^11.0.0"
-
-# Vector Stores
-azure-search-documents = "^11.5.2"
-lancedb = "^0.17.0"
-
-# Async IO
-aiofiles = "^24.1.0"
-
-# LLM
-fnllm = {extras = ["azure", "openai"], version = "^0.3.0"}
-json-repair = "^0.30.3"
-openai = "^1.68.0"
-nltk = "3.9.1"
-tiktoken = "^0.9.0"
-
-# Data-Science
-numpy = "^1.25.2"
-graspologic = "^3.4.1"
-networkx = "^3.4.2"
-pandas = "^2.2.3"
-pyarrow = ">=17.0.0"
-umap-learn = "^0.5.6"
-
-# Configuration
-pyyaml = "^6.0.2"
-python-dotenv = "^1.0.1"
-
-pydantic = "^2.10.3"
-devtools = "^0.12.2"
-typing-extensions = "^4.12.2"
-
-# Azure
-azure-cosmos = "^4.9.0"
-azure-identity = "^1.19.0"
-azure-storage-blob = "^12.24.0"
-
-future = "^1.0.0" # Needed until graspologic fixes their dependency
-typer = "^0.16.0"
-tqdm = "^4.67.1"
-
-textblob = "^0.18.0.post0"
-spacy = "^3.8.4"
-
-[tool.poetry.group.dev.dependencies]
-coverage = "^7.6.9"
-ipykernel = "^6.29.5"
-jupyter = "^1.1.1"
-nbconvert = "^7.16.4"
-poethepoet = "^0.31.1"
-pyright = "^1.1.390"
-pytest = "^8.3.4"
-pytest-asyncio = "^0.24.0"
-pytest-timeout = "^2.3.1"
-ruff = "^0.8.2"
-semversioner = "^2.0.5"
-update-toml = "^0.2.1"
-deptry = "^0.21.1"
-mkdocs-material = "^9.5.48"
-mkdocs-jupyter = "^0.25.1"
-mkdocs-exclude-search = "^0.6.6"
-pytest-dotenv = "^0.5.2"
-mkdocs-typer = "^0.0.3"
 
 [build-system]
-requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning>=1.0.0,<2.0.0"]
+requires = ["setuptools>=64", "wheel"]
-build-backend = "poetry_dynamic_versioning.backend"
+build-backend = "setuptools.build_meta"
 
+[tool.setuptools.packages.find]
+include = ["graphrag*"]
+exclude = ["examples_notebooks*", "tests*"]
+
+# Keep poethepoet for task management to minimize changes
 [tool.poe.tasks]
 _sort_imports = "ruff check --select I --fix ."
 _format_code = "ruff format  ."
@@ -123,7 +114,7 @@ _convert_local_search_nb = 'jupyter nbconvert --output-dir=docsite/posts/query/n
 _convert_global_search_nb = 'jupyter nbconvert --output-dir=docsite/posts/query/notebooks/ --output="{notebook_name}_nb" --template=docsite/nbdocsite_template --to markdown examples_notebooks/global_search.ipynb'
 _semversioner_release = "semversioner release"
 _semversioner_changelog = "semversioner changelog > CHANGELOG.md"
-_semversioner_update_toml_version = "update-toml update --path tool.poetry.version --value $(poetry run semversioner current-version)"
+_semversioner_update_toml_version = "update-toml update --path project.version --value $(semversioner current-version)"
 semversioner_add = "semversioner add-change"
 coverage_report = 'coverage report --omit "**/tests/**" --show-missing'
 check_format = 'ruff format . --check'
@@ -169,6 +160,7 @@ ignore_fail = 'return_non_zero'
 sequence = ['_test_all', 'coverage_report']
 ignore_fail = 'return_non_zero'
 
+# Keep all existing tool configurations
 [tool.ruff]
 target-version = "py310"
 extend-include = ["*.ipynb"]
@@ -267,4 +259,4 @@ exclude = ["**/node_modules", "**/__pycache__"]
 asyncio_default_fixture_loop_scope = "function"
 asyncio_mode = "auto"
 timeout = 1000
-env_files = [".env"]
+env_files = [".env"]

scripts/semver-check.sh

@@ -4,7 +4,7 @@ has_change_doc=$(echo $changes | grep .semversioner/next-release)
 has_impacting_changes=$(echo $changes | grep graphrag)
 
 if [ "$has_impacting_changes" ] && [ -z "$has_change_doc" ]; then
-    echo "Check failed. Run 'poetry run semversioner add-change' to update the next release version"
+    echo "Check failed. Run 'uv run semversioner add-change' to update the next release version"
     exit 1
 fi
 echo "OK"

tests/fixtures/min-csv/config.json

@@ -32,7 +32,7 @@
         "create_communities": {
             "row_range": [
                 10,
-                30
+                35
             ],
             "max_runtime": 30,
             "expected_artifacts": ["communities.parquet"]
@@ -40,7 +40,7 @@
         "create_community_reports": {
             "row_range": [
                 10,
-                30
+                35
             ],
             "nan_allowed_columns": [
                 "title",

tests/smoke/test_fixtures.py

@@ -130,7 +130,7 @@ class TestIndexer:
         input_file_type: str,
     ):
         command = [
-            "poetry",
+            "uv",
             "run",
             "poe",
             "index",
@@ -202,7 +202,7 @@ class TestIndexer:
 
     def __run_query(self, root: Path, query_config: dict[str, str]):
         command = [
-            "poetry",
+            "uv",
             "run",
             "poe",
             "query",

unified-search-app/Dockerfile

@@ -10,11 +10,10 @@ RUN apt-get update -y
 # Install dependencies
 WORKDIR ./
 COPY . .
-RUN curl -sSL https://install.python-poetry.org | python -
+RUN curl -LsSf https://astral.sh/uv/install.sh | sh
 ENV PATH="${PATH}:/root/.local/bin"
-RUN poetry config virtualenvs.in-project true
+RUN uv sync --no-install-project
-RUN poetry install --no-root
 
 # Run application
 EXPOSE 8501
-ENTRYPOINT ["poetry","run","streamlit", "run", "./app/home_page.py"]
+ENTRYPOINT ["uv","run","poe","start_prod"]

unified-search-app/README.md

@@ -5,14 +5,14 @@ Unified demo for GraphRAG search comparisons.
 
 ## Requirements:
 - Python 3.11
-- Poetry
+- UV
     
 This sample app is not published to pypi, so you'll need to clone the GraphRAG repo and run from this folder.
 
 We recommend always using a virtual environment:
 
-- `python -m venv ./venv`
+- `uv venv --python 3.11`
-- `source ./venv/bin/activate`
+- `source .venv/bin/activate`
 
 ## Run index
 Use GraphRAG to index your dataset before running Unified Search. We recommend starting with the [Getting Started guide](https://microsoft.github.io/graphrag/get_started/). You need to run GraphRAG indexing with graph embedding umap enabled to use the functionalities of Unified Search. 
@@ -91,9 +91,9 @@ You can host Unified Search datasets locally or in a blob.
 
 # Run the app
 
-Install all the dependencies: `poetry install`
+Install all the dependencies: `uv sync --extra dev`
 
-Run the project using streamlit: `poetry run poe start`
+Run the project using streamlit: `uv run poe start`
 
 # How to use it
 

unified-search-app/pyproject.toml

@@ -1,32 +1,40 @@
-[tool.poetry]
+[project]
 name = "unified-copilot"
 version = "1.0.0"
 description = ""
-authors = ["GraphRAG team"]
+authors = [
+    {name = "GraphRAG team"},
+]
 readme = "README.md"
-package-mode = false
+requires-python = ">=3.10,<3.12"
 
-[tool.poetry.dependencies]
+dependencies = [
-python = ">=3.10,<3.12"
+    "streamlit==1.43.0",
-streamlit = "1.43.0"
+    "azure-search-documents>=11.4.0",
-azure-search-documents = "^11.4.0"
+    "azure-storage-blob>=12.20.0",
-azure-storage-blob = "^12.20.0"
+    "azure-identity>=1.16.0",
-azure-identity = "^1.16.0"
+    "graphrag==2.0.0",
-graphrag = "2.0.0"
+    "altair>=5.3.0",
-altair = "^5.3.0"
+    "streamlit-agraph>=0.0.45",
-streamlit-agraph = "^0.0.45"
+    "st-tabs>=0.1.1",
-st-tabs = "^0.1.1"
+    "spacy>=3.8.4,<4.0.0",
-spacy = ">=3.8.4,<4.0.0"
+]
 
-[tool.poetry.group.dev.dependencies]
+[project.optional-dependencies]
-poethepoet = "^0.26.1"
+dev = [
-ipykernel = "^6.29.4"
+    "poethepoet>=0.26.1",
-pyright = "^1.1.349"
+    "ipykernel>=6.29.4",
-ruff = "^0.4.7"
+    "pyright>=1.1.349",
+    "ruff>=0.4.7",
+]
 
 [build-system]
-requires = ["poetry-core"]
+requires = ["setuptools>=64", "wheel"]
-build-backend = "poetry.core.masonry.api"
+build-backend = "setuptools.build_meta"
+
+[tool.setuptools.packages.find]
+include = ["app*"]
+exclude = ["images*"]
 
 [tool.poe.tasks]
 start = "streamlit run app/home_page.py"