diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index dff2153a..18c59f70 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -28,6 +28,7 @@ jobs: - "3.10" - "3.11" - "3.12" + - "3.13" steps: - uses: actions/checkout@v2 diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index ad00e475..b72da87b 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -13,6 +13,7 @@ on: workflow_dispatch: env: + PYTHON_VERSION: "3.11" POETRY_VERSION: "1.8.3" jobs: @@ -23,7 +24,7 @@ jobs: strategy: fail-fast: false matrix: - python-version: [3.9, '3.10', 3.11, 3.12] + python-version: [3.9, '3.10', 3.11, 3.12, 3.13] connection: ['hiredis', 'plain'] redis-stack-version: ['6.2.6-v9', 'latest', 'edge'] @@ -34,73 +35,100 @@ jobs: - 6379:6379 steps: - - uses: actions/checkout@v2 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 - with: - python-version: ${{ matrix.python-version }} - cache: 'pip' - - - name: Install Poetry - uses: snok/install-poetry@v1 - with: - version: ${{ env.POETRY_VERSION }} - - - name: Install dependencies - run: | - poetry install --all-extras - - - name: Install hiredis if needed - if: matrix.connection == 'hiredis' - run: | - poetry add hiredis - - - name: Set Redis version - run: | - echo "REDIS_VERSION=${{ matrix.redis-stack-version }}" >> $GITHUB_ENV - - - name: Authenticate to Google Cloud - uses: google-github-actions/auth@v1 - with: - credentials_json: ${{ secrets.GOOGLE_CREDENTIALS }} - - - name: Run tests - if: matrix.connection == 'plain' && matrix.redis-stack-version == 'latest' - env: - OPENAI_API_KEY: ${{ secrets.OPENAI_KEY }} - GCP_LOCATION: ${{ secrets.GCP_LOCATION }} - GCP_PROJECT_ID: ${{ secrets.GCP_PROJECT_ID }} - COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }} - MISTRAL_API_KEY: ${{ secrets.MISTRAL_API_KEY }} - VOYAGE_API_KEY: ${{ secrets.VOYAGE_API_KEY }} - AZURE_OPENAI_API_KEY: ${{secrets.AZURE_OPENAI_API_KEY}} - AZURE_OPENAI_ENDPOINT: ${{secrets.AZURE_OPENAI_ENDPOINT}} - AZURE_OPENAI_DEPLOYMENT_NAME: ${{secrets.AZURE_OPENAI_DEPLOYMENT_NAME}} - OPENAI_API_VERSION: ${{secrets.OPENAI_API_VERSION}} - AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} - AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} - run: | - poetry run test-verbose - - - name: Run tests - if: matrix.connection != 'plain' || matrix.redis-stack-version != 'latest' - run: | - SKIP_VECTORIZERS=True SKIP_RERANKERS=True poetry run test-verbose - - - name: Run notebooks - if: matrix.connection == 'plain' && matrix.redis-stack-version == 'latest' - env: - OPENAI_API_KEY: ${{ secrets.OPENAI_KEY }} - GCP_LOCATION: ${{ secrets.GCP_LOCATION }} - GCP_PROJECT_ID: ${{ secrets.GCP_PROJECT_ID }} - COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }} - MISTRAL_API_KEY: ${{ secrets.MISTRAL_API_KEY }} - VOYAGE_API_KEY: ${{ secrets.VOYAGE_API_KEY }} - AZURE_OPENAI_API_KEY: ${{secrets.AZURE_OPENAI_API_KEY}} - AZURE_OPENAI_ENDPOINT: ${{secrets.AZURE_OPENAI_ENDPOINT}} - AZURE_OPENAI_DEPLOYMENT_NAME: ${{secrets.AZURE_OPENAI_DEPLOYMENT_NAME}} - OPENAI_API_VERSION: ${{secrets.OPENAI_API_VERSION}} - AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} - AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} - run: | - cd docs/ && poetry run treon -v + - name: Check out repository + uses: actions/checkout@v3 + + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python-version }} + cache: 'pip' + + - name: Install Poetry + uses: snok/install-poetry@v1 + with: + version: ${{ env.POETRY_VERSION }} + + - name: Install dependencies + run: | + poetry install --all-extras + + - name: Install hiredis if needed + if: matrix.connection == 'hiredis' + run: | + poetry add hiredis + + - name: Set Redis version + run: | + echo "REDIS_VERSION=${{ matrix.redis-stack-version }}" >> $GITHUB_ENV + + - name: Authenticate to Google Cloud + uses: google-github-actions/auth@v1 + with: + credentials_json: ${{ secrets.GOOGLE_CREDENTIALS }} + + - name: Run tests + if: matrix.connection == 'plain' && matrix.redis-stack-version == 'latest' + env: + OPENAI_API_KEY: ${{ secrets.OPENAI_KEY }} + GCP_LOCATION: ${{ secrets.GCP_LOCATION }} + GCP_PROJECT_ID: ${{ secrets.GCP_PROJECT_ID }} + COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }} + MISTRAL_API_KEY: ${{ secrets.MISTRAL_API_KEY }} + VOYAGE_API_KEY: ${{ secrets.VOYAGE_API_KEY }} + AZURE_OPENAI_API_KEY: ${{secrets.AZURE_OPENAI_API_KEY}} + AZURE_OPENAI_ENDPOINT: ${{secrets.AZURE_OPENAI_ENDPOINT}} + AZURE_OPENAI_DEPLOYMENT_NAME: ${{secrets.AZURE_OPENAI_DEPLOYMENT_NAME}} + OPENAI_API_VERSION: ${{secrets.OPENAI_API_VERSION}} + AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} + AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} + run: | + poetry run test-verbose + + - name: Run tests + if: matrix.connection != 'plain' || matrix.redis-stack-version != 'latest' + run: | + SKIP_VECTORIZERS=True SKIP_RERANKERS=True poetry run test-verbose + + - name: Run notebooks + if: matrix.connection == 'plain' && matrix.redis-stack-version == 'latest' + env: + OPENAI_API_KEY: ${{ secrets.OPENAI_KEY }} + GCP_LOCATION: ${{ secrets.GCP_LOCATION }} + GCP_PROJECT_ID: ${{ secrets.GCP_PROJECT_ID }} + COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }} + MISTRAL_API_KEY: ${{ secrets.MISTRAL_API_KEY }} + VOYAGE_API_KEY: ${{ secrets.VOYAGE_API_KEY }} + AZURE_OPENAI_API_KEY: ${{secrets.AZURE_OPENAI_API_KEY}} + AZURE_OPENAI_ENDPOINT: ${{secrets.AZURE_OPENAI_ENDPOINT}} + AZURE_OPENAI_DEPLOYMENT_NAME: ${{secrets.AZURE_OPENAI_DEPLOYMENT_NAME}} + OPENAI_API_VERSION: ${{secrets.OPENAI_API_VERSION}} + AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} + AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} + run: | + cd docs/ && poetry run pytest --nbval-lax ./user_guide -vv + + docs: + runs-on: ubuntu-latest + steps: + - name: Check out repository + uses: actions/checkout@v3 + + - name: Set up Python + uses: actions/setup-python@v4 + with: + python-version: ${{ env.PYTHON_VERSION }} + cache: 'pip' + + - name: Install Poetry + uses: snok/install-poetry@v1 + with: + version: ${{ env.POETRY_VERSION }} + + - name: Install dependencies + run: | + poetry install --all-extras + + - name: Build docs + run: | + make docs-build \ No newline at end of file diff --git a/.gitignore b/.gitignore index 2e4991cb..5dced209 100644 --- a/.gitignore +++ b/.gitignore @@ -1,15 +1,222 @@ +# Created by https://www.toptal.com/developers/gitignore/api/python,venv,macos +# Edit at https://www.toptal.com/developers/gitignore?templates=python,venv,macos + +### macOS ### +# General +.DS_Store +.AppleDouble +.LSOverride + +# Icon must end with two \r +Icon + + +# Thumbnails +._* + +# Files that might appear in the root of a volume +.DocumentRevisions-V100 +.fseventsd +.Spotlight-V100 +.TemporaryItems +.Trashes +.VolumeIcon.icns +.com.apple.timemachine.donotpresent + +# Directories potentially created on remote AFP share +.AppleDB +.AppleDesktop +Network Trash Folder +Temporary Items +.apdisk + +### macOS Patch ### +# iCloud generated files +*.icloud + +### Python ### +# Byte-compiled / optimized / DLL files __pycache__/ -redisvl.egg-info/ -.coverage.* +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ .coverage +.coverage.* +.cache +nosetests.xml coverage.xml -scratch -.DS_Store -*.csv -wiki_schema.yaml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation docs/_build/ -.venv + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments .env -coverage.xml -dist/ -.vscode/settings.json +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +### Python Patch ### +# Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration +poetry.toml + +# ruff +.ruff_cache/ + +# LSP config files +pyrightconfig.json + +### venv ### +# Virtualenv +# http://iamzed.com/2009/05/07/a-primer-on-virtualenv/ +[Bb]in +[Ii]nclude +[Ll]ib +[Ll]ib64 +[Ll]ocal +pyvenv.cfg +pip-selfcheck.json + +libs/redis/docs/.Trash* +.python-version +.idea/* diff --git a/docs/user_guide/vectorizers_04.ipynb b/docs/user_guide/vectorizers_04.ipynb index ad34672e..5f6997a1 100644 --- a/docs/user_guide/vectorizers_04.ipynb +++ b/docs/user_guide/vectorizers_04.ipynb @@ -497,76 +497,76 @@ ] }, { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### VoyageAI\n", - "\n", - "[VoyageAI](https://dash.voyageai.com/) allows you to implement language AI into your product. The `VoyageAITextVectorizer` makes it simple to use RedisVL with the embeddings models at VoyageAI. For this you will need to install `voyageai`.\n", - "\n", - "```bash\n", - "pip install voyageai\n", - "```" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "import getpass\n", - "# setup the API Key\n", - "api_key = os.environ.get(\"VOYAGE_API_KEY\") or getpass.getpass(\"Enter your VoyageAI API key: \")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "Special attention needs to be paid to the `input_type` parameter for each `embed` call. For example, for embedding \n", - "queries, you should set `input_type='query'`; for embedding documents, set `input_type='document'`. See\n", - "more information [here](https://docs.voyageai.com/docs/embeddings)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Vector dimensions: 1024\n", - "[0.015814896672964096, 0.046988241374492645, -0.00518248463049531, -0.05383478105068207, -0.015586535446345806, -0.0837097093462944, 0.03744547441601753, -0.007797810714691877, 0.00717928446829319, 0.06857716292142868]\n", - "Vector dimensions: 1024\n", - "[0.006725038401782513, 0.01441393606364727, -0.030212024226784706, -0.06782275438308716, -0.021446991711854935, -0.07667966187000275, 0.01804908737540245, -0.015767497941851616, -0.02152789570391178, 0.049741245806217194]\n" - ] - } - ], - "source": [ - "from redisvl.utils.vectorize import VoyageAITextVectorizer\n", - "\n", - "# create a vectorizer\n", - "vo = VoyageAITextVectorizer(\n", - " model=\"voyage-law-2\", # Please check the available models at https://docs.voyageai.com/docs/embeddings\n", - " api_config={\"api_key\": api_key},\n", - ")\n", - "\n", - "# embed a search query\n", - "test = vo.embed(\"This is a test sentence.\", input_type='query')\n", - "print(\"Vector dimensions: \", len(test))\n", - "print(test[:10])\n", - "\n", - "# embed a document\n", - "test = vo.embed(\"This is a test sentence.\", input_type='document')\n", - "print(\"Vector dimensions: \", len(test))\n", - "print(test[:10])" - ] - }, - { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### VoyageAI\n", + "\n", + "[VoyageAI](https://dash.voyageai.com/) allows you to implement language AI into your product. The `VoyageAITextVectorizer` makes it simple to use RedisVL with the embeddings models at VoyageAI. For this you will need to install `voyageai`.\n", + "\n", + "```bash\n", + "pip install voyageai\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "import getpass\n", + "# setup the API Key\n", + "api_key = os.environ.get(\"VOYAGE_API_KEY\") or getpass.getpass(\"Enter your VoyageAI API key: \")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "Special attention needs to be paid to the `input_type` parameter for each `embed` call. For example, for embedding \n", + "queries, you should set `input_type='query'`; for embedding documents, set `input_type='document'`. See\n", + "more information [here](https://docs.voyageai.com/docs/embeddings)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Vector dimensions: 1024\n", + "[0.015814896672964096, 0.046988241374492645, -0.00518248463049531, -0.05383478105068207, -0.015586535446345806, -0.0837097093462944, 0.03744547441601753, -0.007797810714691877, 0.00717928446829319, 0.06857716292142868]\n", + "Vector dimensions: 1024\n", + "[0.006725038401782513, 0.01441393606364727, -0.030212024226784706, -0.06782275438308716, -0.021446991711854935, -0.07667966187000275, 0.01804908737540245, -0.015767497941851616, -0.02152789570391178, 0.049741245806217194]\n" + ] + } + ], + "source": [ + "from redisvl.utils.vectorize import VoyageAITextVectorizer\n", + "\n", + "# create a vectorizer\n", + "vo = VoyageAITextVectorizer(\n", + " model=\"voyage-law-2\", # Please check the available models at https://docs.voyageai.com/docs/embeddings\n", + " api_config={\"api_key\": api_key},\n", + ")\n", + "\n", + "# embed a search query\n", + "test = vo.embed(\"This is a test sentence.\", input_type='query')\n", + "print(\"Vector dimensions: \", len(test))\n", + "print(test[:10])\n", + "\n", + "# embed a document\n", + "test = vo.embed(\"This is a test sentence.\", input_type='document')\n", + "print(\"Vector dimensions: \", len(test))\n", + "print(test[:10])" + ] + }, + { "cell_type": "markdown", "metadata": {}, "source": [ @@ -831,17 +831,24 @@ "!rvl index listall" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Loading data to RedisVL is easy. It expects a list of dictionaries. The vector is stored as bytes." + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "['doc:17c401b679ce43cb82f3ab2280ad02f2',\n", - " 'doc:3fc0502bec434b17a3f06e20824b2e59',\n", - " 'doc:199f17b0e5d24dcaa1fd4fb41558150c']" + "['doc:529c6d58da9e4be4a29dd0481f59c286',\n", + " 'doc:81aa1ef8a9494b299e8593548d0af34a',\n", + " 'doc:6ab03d6da8f041ffa3fdb83996d3b297']" ] }, "execution_count": 17, @@ -850,10 +857,10 @@ } ], "source": [ - "# load expects an iterable of dictionaries where\n", - "# the vector is stored as a bytes buffer\n", "from redisvl.redis.utils import array_to_buffer\n", "\n", + "embeddings = hf.embed_many(sentences)\n", + "\n", "data = [{\"text\": t,\n", " \"embedding\": array_to_buffer(v, dtype=\"float32\")}\n", " for t, v in zip(sentences, embeddings)]\n", @@ -870,9 +877,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "That is a happy dog 0.160862326622\n", - "That is a happy person 0.273598492146\n", - "Today is a sunny day 0.744559407234\n" + "That is a happy dog 0.160862207413\n", + "That is a happy dog 0.160862207413\n", + "That is a happy person 0.273598313332\n" ] } ], @@ -905,7 +912,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -914,7 +921,7 @@ "True" ] }, - "execution_count": 4, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -933,7 +940,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ diff --git a/poetry.lock b/poetry.lock index 6941bfe2..b3f9f669 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand. [[package]] name = "accessible-pygments" @@ -6,6 +6,7 @@ version = "0.0.5" description = "A collection of accessible pygments styles" optional = false python-versions = ">=3.9" +groups = ["docs"] files = [ {file = "accessible_pygments-0.0.5-py3-none-any.whl", hash = "sha256:88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7"}, {file = "accessible_pygments-0.0.5.tar.gz", hash = "sha256:40918d3e6a2b619ad424cb91e556bd3bd8865443d9f22f1dcdf79e33c8046872"}, @@ -20,98 +21,107 @@ tests = ["hypothesis", "pytest"] [[package]] name = "aiohappyeyeballs" -version = "2.4.4" +version = "2.4.6" description = "Happy Eyeballs for asyncio" optional = true -python-versions = ">=3.8" +python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"voyageai\"" files = [ - {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"}, - {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = 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+proto-plus = [ + {version = ">=1.22.3,<2.0.0dev", markers = "python_version < \"3.13\""}, + {version = ">=1.25.0,<2.0.0dev", markers = "python_version >= \"3.13\""}, +] protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev" [[package]] @@ -1448,6 +1508,8 @@ version = "2.19.0" description = "Google Cloud Storage API client library" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"vertexai\"" files = [ {file = "google_cloud_storage-2.19.0-py2.py3-none-any.whl", hash = "sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba"}, {file = "google_cloud_storage-2.19.0.tar.gz", hash = "sha256:cd05e9e7191ba6cb68934d8eb76054d9be4562aa89dbc4236feee4d7d51342b2"}, @@ -1471,6 +1533,8 @@ version = "1.6.0" description = "A python wrapper of the C library 'Google CRC32C'" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"vertexai\"" files = [ {file = "google_crc32c-1.6.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:5bcc90b34df28a4b38653c36bb5ada35671ad105c99cfe915fb5bed7ad6924aa"}, {file = "google_crc32c-1.6.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:d9e9913f7bd69e093b81da4535ce27af842e7bf371cde42d1ae9e9bd382dc0e9"}, @@ -1510,6 +1574,8 @@ version = "2.7.2" description = "Utilities for Google Media Downloads and Resumable Uploads" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"vertexai\"" files = [ {file = "google_resumable_media-2.7.2-py2.py3-none-any.whl", hash = "sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa"}, {file = "google_resumable_media-2.7.2.tar.gz", hash = "sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0"}, @@ -1528,6 +1594,8 @@ version = "1.66.0" description = "Common protobufs used in Google APIs" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"vertexai\"" files = [ {file = "googleapis_common_protos-1.66.0-py2.py3-none-any.whl", hash = "sha256:d7abcd75fabb2e0ec9f74466401f6c119a0b498e27370e9be4c94cb7e382b8ed"}, {file = "googleapis_common_protos-1.66.0.tar.gz", hash = "sha256:c3e7b33d15fdca5374cc0a7346dd92ffa847425cc4ea941d970f13680052ec8c"}, @@ -1546,6 +1614,8 @@ version = "3.1.1" description = "Lightweight in-process concurrent programming" optional = false python-versions = ">=3.7" +groups = ["docs"] +markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\"" files = [ {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"}, {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"}, @@ -1632,6 +1702,8 @@ version = "0.14.0" description = "IAM API client library" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"vertexai\"" files = [ {file = "grpc_google_iam_v1-0.14.0-py2.py3-none-any.whl", hash = "sha256:fb4a084b30099ba3ab07d61d620a0d4429570b13ff53bd37bac75235f98b7da4"}, {file = "grpc_google_iam_v1-0.14.0.tar.gz", hash = "sha256:c66e07aa642e39bb37950f9e7f491f70dad150ac9801263b42b2814307c2df99"}, @@ -1648,6 +1720,8 @@ version = "1.70.0" description = "HTTP/2-based RPC framework" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"vertexai\"" files = [ {file = "grpcio-1.70.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:95469d1977429f45fe7df441f586521361e235982a0b39e33841549143ae2851"}, {file = "grpcio-1.70.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:ed9718f17fbdb472e33b869c77a16d0b55e166b100ec57b016dc7de9c8d236bf"}, @@ -1715,6 +1789,8 @@ version = "1.70.0" description = "Status proto mapping for gRPC" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"vertexai\"" files = [ {file = "grpcio_status-1.70.0-py3-none-any.whl", hash = "sha256:fc5a2ae2b9b1c1969cc49f3262676e6854aa2398ec69cb5bd6c47cd501904a85"}, {file = "grpcio_status-1.70.0.tar.gz", hash = "sha256:0e7b42816512433b18b9d764285ff029bde059e9d41f8fe10a60631bd8348101"}, @@ -1729,8 +1805,10 @@ protobuf = ">=5.26.1,<6.0dev" name = "h11" version = "0.14.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" -optional = false +optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\"" files = [ {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"}, {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"}, @@ -1740,8 +1818,10 @@ files = [ name = "httpcore" version = "1.0.7" description = "A minimal low-level HTTP client." -optional = false +optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\"" files = [ {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"}, {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"}, @@ -1761,8 +1841,10 @@ trio = ["trio (>=0.22.0,<1.0)"] name = "httpx" version = "0.28.1" description = "The next generation HTTP client." -optional = false +optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\"" files = [ {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"}, {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"}, @@ -1787,6 +1869,8 @@ version = "0.4.0" description = "Consume Server-Sent Event (SSE) messages with HTTPX." optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"cohere\"" files = [ {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"}, {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"}, @@ -1798,6 +1882,8 @@ version = "0.28.1" description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub" optional = true python-versions = ">=3.8.0" +groups = ["main"] +markers = "extra == \"sentence-transformers\" or extra == \"cohere\"" files = [ {file = "huggingface_hub-0.28.1-py3-none-any.whl", hash = "sha256:aa6b9a3ffdae939b72c464dbb0d7f99f56e649b55c3d52406f49e0a5a620c0a7"}, {file = "huggingface_hub-0.28.1.tar.gz", hash = "sha256:893471090c98e3b6efbdfdacafe4052b20b84d59866fb6f54c33d9af18c303ae"}, @@ -1832,6 +1918,7 @@ version = "10.0" description = "Human friendly output for text interfaces using Python" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["main"] files = [ {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"}, {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"}, @@ -1842,13 +1929,14 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve [[package]] name = "identify" -version = "2.6.6" +version = "2.6.7" description = "File identification library for Python" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ - {file = "identify-2.6.6-py2.py3-none-any.whl", hash = "sha256:cbd1810bce79f8b671ecb20f53ee0ae8e86ae84b557de31d89709dc2a48ba881"}, - {file = "identify-2.6.6.tar.gz", hash = "sha256:7bec12768ed44ea4761efb47806f0a41f86e7c0a5fdf5950d4648c90eca7e251"}, + {file = "identify-2.6.7-py2.py3-none-any.whl", hash = "sha256:155931cb617a401807b09ecec6635d6c692d180090a1cedca8ef7d58ba5b6aa0"}, + {file = "identify-2.6.7.tar.gz", hash = "sha256:3fa266b42eba321ee0b2bb0936a6a6b9e36a1351cbb69055b3082f4193035684"}, ] [package.extras] @@ -1860,10 +1948,12 @@ version = "3.10" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.6" +groups = ["main", "dev", "docs"] files = [ {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, ] +markers = {main = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"sentence-transformers\" or extra == \"vertexai\" or extra == \"voyageai\""} [package.extras] all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"] @@ -1874,6 +1964,7 @@ version = "1.4.1" description = "Getting image size from png/jpeg/jpeg2000/gif file" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["docs"] files = [ {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"}, {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"}, @@ -1885,10 +1976,12 @@ version = "8.6.1" description = "Read metadata from Python packages" optional = false python-versions = ">=3.9" +groups = ["dev", "docs"] files = [ {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"}, {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"}, ] +markers = {dev = "python_version < \"3.10\""} [package.dependencies] zipp = ">=3.20" @@ -1908,6 +2001,7 @@ version = "2.0.0" description = "brain-dead simple config-ini parsing" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, @@ -1919,6 +2013,7 @@ version = "6.29.5" description = "IPython Kernel for Jupyter" optional = false python-versions = ">=3.8" +groups = ["dev", "docs"] files = [ {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"}, {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"}, @@ -1952,6 +2047,7 @@ version = "8.18.1" description = "IPython: Productive Interactive Computing" optional = false python-versions = ">=3.9" +groups = ["dev", "docs"] files = [ {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"}, {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"}, @@ -1983,47 +2079,13 @@ qtconsole = ["qtconsole"] test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"] test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath", "trio"] -[[package]] -name = "ipywidgets" -version = "8.1.5" -description = "Jupyter interactive widgets" -optional = false -python-versions = ">=3.7" -files = [ - {file = "ipywidgets-8.1.5-py3-none-any.whl", hash = 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Python utility / library to sort Python imports." optional = false python-versions = ">=3.8.0" +groups = ["dev"] files = [ {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"}, {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"}, @@ -2038,6 +2100,7 @@ version = "0.19.2" description = "An autocompletion tool for Python that can be used for text editors." optional = false python-versions = ">=3.6" +groups = ["dev", "docs"] files = [ {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"}, {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"}, @@ -2057,6 +2120,7 @@ version = "3.1.5" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" +groups = ["main", "docs"] files = [ {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"}, {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"}, @@ -2074,6 +2138,8 @@ version = "0.8.2" description = "Fast iterable JSON parser." optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"openai\"" files = [ {file = "jiter-0.8.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ca8577f6a413abe29b079bc30f907894d7eb07a865c4df69475e868d73e71c7b"}, {file = "jiter-0.8.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b25bd626bde7fb51534190c7e3cb97cee89ee76b76d7585580e22f34f5e3f393"}, @@ -2159,6 +2225,8 @@ version = "1.0.1" description = "JSON Matching Expressions" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"bedrock\"" files = [ {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"}, {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"}, @@ -2170,53 +2238,33 @@ version = "1.4.2" description = "Lightweight pipelining with Python functions" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"sentence-transformers\"" files = [ {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"}, {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"}, ] -[[package]] -name = "json5" -version = "0.10.0" -description = "A Python implementation of the JSON5 data format." -optional = false -python-versions = ">=3.8.0" -files = [ - {file = "json5-0.10.0-py3-none-any.whl", hash = "sha256:19b23410220a7271e8377f81ba8aacba2fdd56947fbb137ee5977cbe1f5e8dfa"}, - {file = "json5-0.10.0.tar.gz", hash = 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description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"vertexai\"" files = [ {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"}, {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"}, @@ -3863,6 +3791,8 @@ version = "0.4.1" description = "A collection of ASN.1-based protocols modules" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"vertexai\"" files = [ {file = "pyasn1_modules-0.4.1-py3-none-any.whl", hash = "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd"}, {file = "pyasn1_modules-0.4.1.tar.gz", hash = "sha256:c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c"}, @@ -3877,10 +3807,12 @@ version = "2.22" description = "C parser in Python" optional = false python-versions = ">=3.8" +groups = ["dev", "docs"] files = [ {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"}, {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"}, ] +markers = {dev = "implementation_name == \"pypy\" or platform_python_implementation != \"PyPy\"", docs = "implementation_name == \"pypy\""} [[package]] name = "pydantic" @@ -3888,6 +3820,7 @@ version = "2.10.6" description = "Data validation using Python type hints" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"}, {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"}, @@ -3908,6 +3841,7 @@ version = "2.27.2" description = "Core functionality for Pydantic validation and serialization" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pydantic_core-2.27.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa"}, {file = "pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c"}, @@ -4020,6 +3954,7 @@ version = "0.15.4" description = "Bootstrap-based Sphinx theme from the PyData community" optional = false python-versions = ">=3.9" +groups = ["docs"] files = [ {file = "pydata_sphinx_theme-0.15.4-py3-none-any.whl", hash = "sha256:2136ad0e9500d0949f96167e63f3e298620040aea8f9c74621959eda5d4cf8e6"}, {file = "pydata_sphinx_theme-0.15.4.tar.gz", hash = "sha256:7762ec0ac59df3acecf49fd2f889e1b4565dbce8b88b2e29ee06fdd90645a06d"}, @@ -4048,6 +3983,7 @@ version = "2.19.1" description = "Pygments is a syntax highlighting package written in Python." optional = false python-versions = ">=3.8" +groups = ["dev", "docs"] files = [ {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"}, {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"}, @@ -4058,24 +3994,25 @@ windows-terminal = ["colorama (>=0.4.6)"] [[package]] name = "pylint" -version = "3.1.0" +version = "3.3.4" description = "python code static checker" optional = false -python-versions = ">=3.8.0" +python-versions = ">=3.9.0" +groups = ["dev"] files = [ - {file = "pylint-3.1.0-py3-none-any.whl", hash = "sha256:507a5b60953874766d8a366e8e8c7af63e058b26345cfcb5f91f89d987fd6b74"}, - {file = "pylint-3.1.0.tar.gz", hash = "sha256:6a69beb4a6f63debebaab0a3477ecd0f559aa726af4954fc948c51f7a2549e23"}, + {file = "pylint-3.3.4-py3-none-any.whl", hash = "sha256:289e6a1eb27b453b08436478391a48cd53bb0efb824873f949e709350f3de018"}, + {file = "pylint-3.3.4.tar.gz", hash = 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-5963,30 +5931,18 @@ files = [ mypy-extensions = ">=0.3.0" typing-extensions = ">=3.7.4" -[[package]] -name = "uri-template" -version = "1.3.0" -description = "RFC 6570 URI Template Processor" -optional = false -python-versions = ">=3.7" -files = [ - {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"}, - {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"}, -] - -[package.extras] -dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-modern-annotations", "flake8-noqa", "flake8-pyproject", "flake8-requirements", "flake8-typechecking-import", "flake8-use-fstring", "mypy", "pep8-naming", "types-PyYAML"] - [[package]] name = "urllib3" version = "1.26.20" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +groups = ["main", "dev", "docs"] files = [ {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"}, {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"}, ] +markers = {main = "extra == \"sentence-transformers\" and python_version < \"3.10\" or extra == \"cohere\" and python_version < \"3.10\" or extra == \"vertexai\" and python_version < \"3.10\" or extra == \"voyageai\" and python_version < \"3.10\" or extra == \"bedrock\" and python_version < \"3.10\"", dev = "python_version < \"3.10\"", docs = "python_version < \"3.10\""} [package.extras] brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"] @@ -5999,10 +5955,12 @@ version = "2.3.0" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" +groups = ["main", "dev", "docs"] files = [ {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"}, {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"}, ] +markers = {main = "(extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\" or extra == \"bedrock\") and python_version >= \"3.10\"", dev = "python_version >= \"3.10\"", docs = "python_version >= \"3.10\""} [package.extras] brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] @@ -6012,13 +5970,14 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "virtualenv" -version = "20.29.1" +version = "20.29.2" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ - {file = "virtualenv-20.29.1-py3-none-any.whl", hash = "sha256:4e4cb403c0b0da39e13b46b1b2476e505cb0046b25f242bee80f62bf990b2779"}, - {file = "virtualenv-20.29.1.tar.gz", hash = "sha256:b8b8970138d32fb606192cb97f6cd4bb644fa486be9308fb9b63f81091b5dc35"}, + {file = "virtualenv-20.29.2-py3-none-any.whl", hash = "sha256:febddfc3d1ea571bdb1dc0f98d7b45d24def7428214d4fb73cc486c9568cce6a"}, + {file = "virtualenv-20.29.2.tar.gz", hash = "sha256:fdaabebf6d03b5ba83ae0a02cfe96f48a716f4fae556461d180825866f75b728"}, ] [package.dependencies] @@ -6032,24 +5991,23 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess [[package]] name = "voyageai" -version = "0.3.2" +version = "0.2.4" description = "" optional = true -python-versions = "<3.13,>=3.9" +python-versions = "<4.0.0,>=3.7.1" +groups = ["main"] +markers = "extra == \"voyageai\"" files = [ - {file = "voyageai-0.3.2-py3-none-any.whl", hash = "sha256:1398d6c6bfb1dd3b484f400713e538f00ce8a335250442b0902c21116d9705a8"}, - {file = "voyageai-0.3.2.tar.gz", hash = "sha256:bd1b52d26179d91853cbd2a0e52dc95cb0d526760c6c830959e01eb5ff9eaa12"}, + {file = "voyageai-0.2.4-py3-none-any.whl", hash = "sha256:e3070e5c78dec89adae43231334b4637aa88933dad99b1c33d3219fdfc94dfa4"}, + {file = "voyageai-0.2.4.tar.gz", hash = "sha256:b9911d8629e8a4e363291c133482fead49a3536afdf1e735f3ab3aaccd8d250d"}, ] [package.dependencies] -aiohttp = "*" -aiolimiter = "*" -numpy = "*" -pillow = "*" -pydantic = ">=1.10.8" -requests = "*" -tenacity = "*" -tokenizers = ">=0.14.0" +aiohttp = ">=3.5,<4.0" +aiolimiter = ">=1.1.0,<2.0.0" +numpy = ">=1.11" +requests = ">=2.20,<3.0" +tenacity = ">=8.0.1" [[package]] name = "wcwidth" @@ -6057,66 +6015,31 @@ version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" +groups = ["dev", "docs"] files = [ {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, ] -[[package]] -name = "webcolors" -version = "24.11.1" -description = "A library for working with the color formats defined by HTML and CSS." -optional = false -python-versions = ">=3.9" -files = [ - {file = "webcolors-24.11.1-py3-none-any.whl", hash = "sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9"}, - {file = "webcolors-24.11.1.tar.gz", hash = "sha256:ecb3d768f32202af770477b8b65f318fa4f566c22948673a977b00d589dd80f6"}, -] - [[package]] name = "webencodings" version = "0.5.1" description = "Character encoding aliases for legacy web content" optional = false python-versions = "*" +groups = ["docs"] files = [ {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"}, {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"}, ] -[[package]] -name = "websocket-client" -version = "1.8.0" -description = "WebSocket client for Python with low level API options" -optional = false -python-versions = ">=3.8" -files = [ - {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, - {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, -] - -[package.extras] -docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"] -optional = ["python-socks", "wsaccel"] -test = ["websockets"] - -[[package]] -name = "widgetsnbextension" -version = "4.0.13" -description = "Jupyter interactive widgets for Jupyter Notebook" -optional = false -python-versions = ">=3.7" -files = [ - {file = "widgetsnbextension-4.0.13-py3-none-any.whl", hash = "sha256:74b2692e8500525cc38c2b877236ba51d34541e6385eeed5aec15a70f88a6c71"}, - {file = "widgetsnbextension-4.0.13.tar.gz", hash = "sha256:ffcb67bc9febd10234a362795f643927f4e0c05d9342c727b65d2384f8feacb6"}, -] - [[package]] name = "wrapt" version = "1.17.2" description = "Module for decorators, wrappers and monkey patching." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984"}, {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22"}, @@ -6205,6 +6128,8 @@ version = "1.18.3" description = "Yet another URL library" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"voyageai\"" files = [ {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"}, {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"}, @@ -6301,10 +6226,12 @@ version = "3.21.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" +groups = ["dev", "docs"] files = [ {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"}, {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"}, ] +markers = {dev = "python_version < \"3.10\""} [package.extras] check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] @@ -6319,11 +6246,11 @@ bedrock = ["boto3"] cohere = ["cohere"] mistralai = ["mistralai"] openai = ["openai"] -sentence-transformers = ["sentence-transformers"] +sentence-transformers = ["scipy", "scipy", "sentence-transformers"] vertexai = ["google-cloud-aiplatform", "protobuf"] voyageai = ["voyageai"] [metadata] -lock-version = "2.0" -python-versions = ">=3.9,<3.13" -content-hash = "237bb574aabe7d8c8aa4b173f9333efde97e48af0bbaf554ba17a9d8640faf81" +lock-version = "2.1" +python-versions = ">=3.9,<3.14" +content-hash = "e4a76982923cc6e4d9da48a4f924a1f6dad4df913db1195f78a22674eaf04eaa" diff --git a/pyproject.toml b/pyproject.toml index e2780e2b..1cad70f0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -14,53 +14,60 @@ classifiers = [ "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", "License :: OSI Approved :: MIT License", ] packages = [{ include = "redisvl", from = "." }] [tool.poetry.dependencies] -python = ">=3.9,<3.13" -numpy = "*" -pyyaml = "*" -coloredlogs = "*" -redis = ">=5.0.0" -pydantic = { version = ">=2,<3" } +python = ">=3.9,<3.14" +numpy = [ + { version = "^1", python = "<3.12" }, + { version = ">=1.26.0,<3", python = ">=3.12" }, +] +pyyaml = ">=5.4,<7.0" +coloredlogs = "^15.0" +redis = "^5.0" +pydantic = "^2" tenacity = ">=8.2.2" -tabulate = { version = ">=0.9.0,<1" } +tabulate = "^0.9.0" ml-dtypes = "^0.4.0" -openai = { version = ">=1.13.0", optional = true } -sentence-transformers = { version = ">=2.2.2", optional = true } -google-cloud-aiplatform = { version = ">=1.26", optional = true } -protobuf = { version = ">=5.29.1,<6.0.0.dev0", optional = true } +python-ulid = "^3.0.0" +openai = { version = "^1.13.0", optional = true } +sentence-transformers = { version = "^3.4.0", optional = true } +scipy = [ + { version = "<1.15", python = "<3.10", optional = true }, + { version = "^1.15", python = ">=3.10", optional = true } +] +google-cloud-aiplatform = { version = "^1.26", optional = true } +protobuf = { version = "^5.29.1", optional = true } cohere = { version = ">=4.44", optional = true } mistralai = { version = ">=1.0.0", optional = true } -boto3 = { version = ">=1.34.0", optional = true } voyageai = { version = ">=0.2.2", optional = true } -pytest-xdist = {extras = ["psutil"], version = "^3.6.1"} +boto3 = { version = "^1.36.0", optional = true, extras = ["bedrock"] } [tool.poetry.extras] openai = ["openai"] -sentence-transformers = ["sentence-transformers"] +sentence-transformers = ["sentence-transformers", "scipy"] vertexai = ["google_cloud_aiplatform", "protobuf"] cohere = ["cohere"] mistralai = ["mistralai"] -bedrock = ["boto3"] voyageai = ["voyageai"] +bedrock = ["boto3"] [tool.poetry.group.dev.dependencies] -black = ">=20.8b1" -isort = ">=5.6.4" -pylint = "3.1.0" -pytest = "8.1.1" -pytest-asyncio = "0.23.6" +black = "^25.1.0" +isort = "^5.6.4" +pylint = "^3.1.0" +pytest = "^8.1.1" +pytest-asyncio = "^0.23.6" +pytest-xdist = {extras = ["psutil"], version = "^3.6.1"} +pre-commit = "^4.1.0" mypy = "1.9.0" +nbval = "^0.11.0" types-redis = "*" types-pyyaml = "*" types-tabulate = "*" -treon = "*" -pre-commit = "^4.1.0" - -[tool.poetry.group.test.dependencies] testcontainers = "^4.3.1" [tool.poetry.group.docs.dependencies] @@ -92,7 +99,7 @@ requires = ["poetry-core>=1.0.0"] build-backend = "poetry.core.masonry.api" [tool.black] -target-version = ['py39', 'py310', 'py311', 'py312'] +target-version = ['py39', 'py310', 'py311', 'py312', 'py313'] exclude = ''' ( | \.egg @@ -113,15 +120,6 @@ exclude = ''' log_cli = true asyncio_mode = "auto" -[tool.coverage.run] -source = ["redisvl"] - -[tool.coverage.report] -ignore_errors = true - -[tool.coverage.html] -directory = "htmlcov" - [tool.mypy] warn_unused_configs = true ignore_missing_imports = true diff --git a/redisvl/index/storage.py b/redisvl/index/storage.py index 12ef2052..7af83aee 100644 --- a/redisvl/index/storage.py +++ b/redisvl/index/storage.py @@ -1,11 +1,11 @@ import asyncio -import uuid from typing import Any, Callable, Dict, Iterable, List, Optional from pydantic.v1 import BaseModel from redis import Redis from redis.asyncio import Redis as AsyncRedis from redis.commands.search.indexDefinition import IndexType +from ulid import ULID from redisvl.redis.utils import convert_bytes @@ -64,7 +64,7 @@ def _create_key(self, obj: Dict[str, Any], id_field: Optional[str] = None) -> st ValueError: If the id_field is not found in the object. """ if id_field is None: - key_value = uuid.uuid4().hex + key_value = str(ULID()) else: try: key_value = obj[id_field] # type: ignore diff --git a/redisvl/redis/utils.py b/redisvl/redis/utils.py index c619a11d..209e3ccf 100644 --- a/redisvl/redis/utils.py +++ b/redisvl/redis/utils.py @@ -44,15 +44,15 @@ def array_to_buffer(array: List[float], dtype: str) -> bytes: return np.array(array).astype(dtype.lower()).tobytes() -def buffer_to_array(buffer: bytes, dtype: str) -> List[float]: - """Convert bytes into into a list of floats.""" +def buffer_to_array(buffer: bytes, dtype: str) -> List[Any]: + """Convert bytes into into a list of numerics.""" try: VectorDataType(dtype.upper()) except ValueError: raise ValueError( f"Invalid data type: {dtype}. Supported types are: {[t.lower() for t in VectorDataType]}" ) - return np.frombuffer(buffer, dtype=dtype.lower()).tolist() + return np.frombuffer(buffer, dtype=dtype.lower()).tolist() # type: ignore[return-value] def hashify(content: str, extras: Optional[Dict[str, Any]] = None) -> str: diff --git a/redisvl/utils/utils.py b/redisvl/utils/utils.py index 2bcc0a3b..7fde1590 100644 --- a/redisvl/utils/utils.py +++ b/redisvl/utils/utils.py @@ -3,15 +3,15 @@ from functools import wraps from time import time from typing import Any, Callable, Dict, Optional -from uuid import uuid4 from warnings import warn from pydantic.v1 import BaseModel +from ulid import ULID def create_uuid() -> str: """Generate a unique indentifier to group related Redis documents.""" - return str(uuid4()) + return str(ULID()) def current_timestamp() -> float: diff --git a/conftest.py b/tests/conftest.py similarity index 99% rename from conftest.py rename to tests/conftest.py index 8fb0965b..28ea7735 100644 --- a/conftest.py +++ b/tests/conftest.py @@ -1,8 +1,9 @@ import os + import pytest +from testcontainers.compose import DockerCompose from redisvl.redis.connection import RedisConnectionFactory -from testcontainers.compose import DockerCompose @pytest.fixture(autouse=True) diff --git a/tests/unit/test_session_schema.py b/tests/unit/test_session_schema.py index 3beb098c..3cb6d90c 100644 --- a/tests/unit/test_session_schema.py +++ b/tests/unit/test_session_schema.py @@ -1,5 +1,3 @@ -from uuid import uuid4 - import pytest from pydantic.v1 import ValidationError