diff --git a/.github/workflows/mkdocs.yml b/.github/workflows/mkdocs.yml
new file mode 100644
index 0000000..9a65137
--- /dev/null
+++ b/.github/workflows/mkdocs.yml
@@ -0,0 +1,31 @@
+name: Deploy MkDocs Site
+
+on:
+ release:
+ types: [ created ]
+
+jobs:
+ deploy:
+ runs-on: ubuntu-latest
+
+ steps:
+ - uses: actions/checkout@v2
+
+ - name: Set up Python
+ uses: actions/setup-python@v2
+ with:
+ python-version: 3.x
+
+ - name: Install dependencies
+ run: |
+ python -m pip install --upgrade pip
+ pip install mkdocs-material
+
+ - name: Build the MkDocs site
+ run: mkdocs build
+
+ - name: Deploy to GitHub Pages
+ uses: peaceiris/actions-gh-pages@v3
+ with:
+ github_token: ${{ secrets.GITHUB_TOKEN }}
+ publish_dir: ./site
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..c090325
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,44 @@
+name: Publish Python Package
+
+on:
+ release:
+ types: [created]
+permissions:
+ actions: write
+jobs:
+ build-n-publish:
+ runs-on: ubuntu-latest
+ steps:
+ - uses: actions/checkout@v2
+
+ - name: Set up Python 3.9
+ uses: actions/setup-python@v2
+ with:
+ python-version: '3.9'
+
+ - name: Install dependencies
+ run: |
+ set -e
+ python -m pip install --upgrade pip
+ curl -sSL https://install.python-poetry.org | python3 -
+
+ shell: bash
+# - name: Version bump
+# run: |
+# set -e
+# poetry version ${{ github.event.release.tag_name }}
+# git add ./pyproject.toml
+# git config --global user.name "Release Bot"
+# git config --global user.email "opensource@amikos.tech"
+# git commit -m "Change version to ${{ github.event.release.tag_name }}" --allow-empty
+# git push origin HEAD:main
+# shell: bash
+
+ - name: Publish package to PyPI
+ run: |
+ set -e
+ poetry config pypi-token.pypi ${{ secrets.PYPI_API_TOKEN }}
+ poetry publish -n --build
+ shell: bash
+# poetry config repositories.publish ${{ inputs.PUBLISH_REGISTRY }}
+# poetry publish -p ${{ secrets.PYPI_API_TOKEN }} -u ${{ inputs.PUBLISH_REGISTRY_USERNAME }} -r publish --build
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
new file mode 100644
index 0000000..e8ba614
--- /dev/null
+++ b/.github/workflows/test.yaml
@@ -0,0 +1,44 @@
+on:
+ workflow_dispatch: { }
+
+jobs:
+ test:
+ runs-on: [ "ubuntu-latest" ]
+ steps:
+ - uses: actions/checkout@v2
+ - name: Set up Python 3.9
+ uses: actions/setup-python@v2
+ with:
+ python-version: "3.9"
+ - name: Install Helm
+ uses: azure/setup-helm@v1
+ with:
+ version: v3.4.0
+ - name: start minikube
+ id: minikube
+ uses: medyagh/setup-minikube@latest
+ with:
+ kubernetes-version: 1.27.3
+ - name: Add helm repo
+ run: |
+ set -e
+ helm repo add chromadb https://amikos-tech.github.io/chromadb-chart/
+ helm repo update
+ - name: Install chromadb
+ run: |
+ set -e
+ helm install chromadb chromadb/chromadb --set chromadb.allowReset=true,chromadb.apiVersion=${{ matrix.chroma-version }},chromadb.auth.enabled=false
+ - name: Install dependencies
+ run: |
+ set -e
+ python -m pip install --upgrade pip
+ curl -sSL https://install.python-poetry.org | python3 -
+# - name: Lint with flake8
+# run: |
+# set -e
+# poetry update
+# pre-commit run --from-ref HEAD~1 --to-ref HEAD
+ - name: Run tests
+ run: |
+ set -e
+ poetry update
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..77f75f3
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,89 @@
+cmake-build-*/
+.idea/
+*.iws
+out/
+.idea_modules/
+atlassian-ide-plugin.xml
+com_crashlytics_export_strings.xml
+crashlytics.properties
+crashlytics-build.properties
+fabric.properties
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+*.manifest
+*.spec
+pip-log.txt
+pip-delete-this-directory.txt
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+*.mo
+*.pot
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+instance/
+.webassets-cache
+.scrapy
+docs/_build/
+.pybuilder/
+target/
+.ipynb_checkpoints
+profile_default/
+ipython_config.py
+.pdm.toml
+__pypackages__/
+celerybeat-schedule
+celerybeat.pid
+*.sage.py
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+.spyderproject
+.spyproject
+.ropeproject
+/site
+.mypy_cache/
+.dmypy.json
+dmypy.json
+.pyre/
+.pytype/
+cython_debug/
+.idea/
+.python-version
+qdrant*/
diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 0000000..13566b8
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
diff --git a/.idea/aws.xml b/.idea/aws.xml
new file mode 100644
index 0000000..ec328d0
--- /dev/null
+++ b/.idea/aws.xml
@@ -0,0 +1,17 @@
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/chromadb-x.iml b/.idea/chromadb-x.iml
new file mode 100644
index 0000000..d0876a7
--- /dev/null
+++ b/.idea/chromadb-x.iml
@@ -0,0 +1,8 @@
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml
new file mode 100644
index 0000000..619901f
--- /dev/null
+++ b/.idea/inspectionProfiles/Project_Default.xml
@@ -0,0 +1,34 @@
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000..105ce2d
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000..07a84c8
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,4 @@
+
+
+
+
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000..d09fafa
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000..94a25f7
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..6465619
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,34 @@
+repos:
+ - repo: https://github.com/pre-commit/pre-commit-hooks
+ rev: v4.5.0
+ hooks:
+ - id: trailing-whitespace
+ - id: mixed-line-ending
+ - id: end-of-file-fixer
+ - id: requirements-txt-fixer
+ - id: check-yaml
+ args: ["--allow-multiple-documents"]
+ - id: check-xml
+ - id: check-merge-conflict
+ - id: check-case-conflict
+ - id: check-docstring-first
+
+ - repo: https://github.com/psf/black
+ rev: "refs/tags/23.3.0:refs/tags/23.3.0"
+ hooks:
+ - id: black
+
+ - repo: https://github.com/PyCQA/flake8
+ rev: 6.1.0
+ hooks:
+ - id: flake8
+ args:
+ - "--extend-ignore=E203,E501,E503"
+ - "--max-line-length=88"
+
+ - repo: https://github.com/pre-commit/mirrors-mypy
+ rev: "v1.2.0"
+ hooks:
+ - id: mypy
+ args: [--strict, --ignore-missing-imports, --follow-imports=silent, --disable-error-code=type-abstract, --config-file=./pyproject.toml]
+ additional_dependencies: ["types-requests", "pydantic", "overrides", "hypothesis", "pytest", "pypika", "numpy"]
diff --git a/LICENSE.md b/LICENSE.md
new file mode 100644
index 0000000..26e4d29
--- /dev/null
+++ b/LICENSE.md
@@ -0,0 +1,9 @@
+The MIT License
+
+Copyright (c) 2024 Amikos Tech Ltd.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..6e306ef
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,15 @@
+lint:
+ @echo "Running pre-commit hooks"
+ @pre-commit run --all-files
+pre-commit:
+ @echo "Linting last commit"
+ @pre-commit run --from-ref HEAD~1 --to-ref HEAD
+dependencies:
+ @echo "Installing dependencies"
+ @poetry update
+install:
+ @echo "Installing the project"
+ @poetry install
+test:
+ @echo "Running tests"
+ @poetry run pytest
diff --git a/chromadbx/__init__.py b/chromadbx/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/chromadbx/clients/__init__.py b/chromadbx/clients/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/chromadbx/core/queries.py b/chromadbx/core/queries.py
new file mode 100644
index 0000000..99de166
--- /dev/null
+++ b/chromadbx/core/queries.py
@@ -0,0 +1,73 @@
+# collection.get(where={"$and": [{"category": "chroma"}, {"$or": [{"author": "john"}, {"author": "jack"}]}]})
+# collection.get(where=Filter.where("category" == "chroma" and ("author" == "john" or "author" == "jack")))
+# collection.get(where=where=where(and(eq("category", "chroma"), or(eq("author","john"),eq("author","jack")))))
+from typing import Union, Sequence
+
+from chromadb import Where
+from chromadb.types import WhereOperator
+
+
+# where=where(eq("attr", "val"));
+# where=where(lte("attr", 10));
+# where=where(gte("attr", 10));
+
+class Query:
+ def __init__(self, query: dict):
+ self.q = query
+
+ def to_dict(self) -> dict:
+ return self.q
+
+ def __and__(self, *other: "Query"):
+ return and_(*[self.q] + [o.q for o in other])
+
+ def __or__(self, *other: "Query"):
+ return or_(*[self.q] + [o.q for o in other])
+
+
+def where(query: Query) -> Where:
+ return query.to_dict()
+
+
+def eq(attr: str, val: Union[str, int, float, bool]) -> Query:
+ return Query({attr: ["$eq", val]})
+
+
+def lte(attr: str, val: Union[int, float]) -> Query:
+ return Query({attr: ["$lte", val]})
+
+
+def gte(attr: str, val: Union[int, float]) -> Query:
+ return Query({attr: ["$gte", val]})
+
+
+def ne(attr: str, val: Union[str, int, float, bool]) -> Query:
+ return Query({attr: ["$ne", val]})
+
+
+def lt(attr: str, val: Union[int, float]) -> Query:
+ return Query({attr: ["$lt", val]})
+
+
+def gt(attr: str, val: Union[int, float]) -> Query:
+ return Query({attr: ["$gt", val]})
+
+
+def in_(attr: str, val: Sequence[Union[str, int, float, bool]]) -> Query:
+ return Query({attr: ["$in", val]})
+
+
+def nin(attr: str, val: Sequence[Union[str, int, float, bool]]) -> Query:
+ return Query({attr: ["$nin", val]})
+
+
+def and_(*args: Query) -> Query:
+ return Query({"$and": [a.to_dict() for a in args]})
+
+
+def or_(*args: Query) -> Query:
+ return Query({"$or": [a.to_dict() for a in args]})
+
+
+def test_query():
+ pass
diff --git a/chromadbx/core/types.py b/chromadbx/core/types.py
new file mode 100644
index 0000000..ed718ae
--- /dev/null
+++ b/chromadbx/core/types.py
@@ -0,0 +1,10 @@
+from pydantic import BaseModel
+
+
+class Record(BaseModel):
+ id: str
+
+
+
+class Collection(BaseModel):
+ pass
\ No newline at end of file
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 0000000..69c4889
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,4 @@
+# ChromaX
+
+ChromaX is an experimental utilities package for Chroma vector database.
+
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 0000000..a83b1b4
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,74 @@
+site_name: ChromaX
+site_url: https://chromadbx.chromadb.dev
+repo_url: https://github.com/amikos-tech/chromadbx
+copyright: "Amikos Tech LTD, 2024 (core ChromaDB contributors)"
+theme:
+ name: material
+ palette:
+ primary: black
+ logo: assets/images/logo.png
+ favicon: assets/images/favicon.png
+ font:
+ text: Roboto
+ code: Roboto Mono
+ features:
+ - content.code.annotate
+ - content.code.copy
+ - navigation.instant
+ - navigation.instant.progress
+ - navigation.tracking
+ - navigation.indexes
+ source:
+ branch: main
+ edit_uri: edit/main/docs/
+extra:
+ homepage: https://www.trychroma.com
+ social:
+ - icon: fontawesome/brands/github
+ link: https://github.com/chroma-core/chroma
+ name: Chroma on GitHub
+ - icon: fontawesome/brands/twitter
+ link: https://twitter.com/trychroma
+ name: Chroma on Twitter
+ - icon: fontawesome/brands/github
+ link: https://github.com/amikos-tech
+ name: Amikos on GitHub
+ - icon: fontawesome/brands/medium
+ link: https://medium.com/@amikostech
+ name: Amikos on Medium
+ analytics:
+ provider: google
+ property: G-ZFM0B691P1
+ consent:
+ title: Cookie consent
+ description: >-
+ We use cookies for analytics purposes. By continuing to use this website, you agree to their use.
+extra_javascript:
+ - javascripts/gtag.js
+extra_css:
+ - custom-styles.css
+markdown_extensions:
+ - abbr
+ - admonition
+ - attr_list
+ - md_in_html
+ - toc:
+ permalink: true
+ title: On this page
+ toc_depth: 3
+ - tables
+ - pymdownx.highlight:
+ anchor_linenums: true
+ line_spans: __span
+ pygments_lang_class: true
+ - pymdownx.inlinehilite
+ - pymdownx.snippets:
+ base_path: assets/snippets/
+ - pymdownx.superfences
+ - pymdownx.tabbed:
+ alternate_style: true
+ - pymdownx.tasklist:
+ custom_checkbox: true
+plugins:
+ - tags
+ - search
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..f0c05b3
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2644 @@
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+ {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.4.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
+ {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+
+[package.extras]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.23)"]
+
+[[package]]
+name = "asgiref"
+version = "3.8.1"
+description = "ASGI specs, helper code, and adapters"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47"},
+ {file = "asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590"},
+]
+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+
+[[package]]
+name = "attrs"
+version = "23.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+ {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+
+[[package]]
+name = "backoff"
+version = "2.2.1"
+description = "Function decoration for backoff and retry"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
+ {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
+ {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
+]
+
+[[package]]
+name = "bcrypt"
+version = "4.1.3"
+description = "Modern password hashing for your software and your servers"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "bcrypt-4.1.3-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74"},
+ {file = "bcrypt-4.1.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455"},
+ {file = "bcrypt-4.1.3-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a"},
+ {file = "bcrypt-4.1.3-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05"},
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+]
+
+[[package]]
+name = "zipp"
+version = "3.19.1"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "zipp-3.19.1-py3-none-any.whl", hash = "sha256:2828e64edb5386ea6a52e7ba7cdb17bb30a73a858f5eb6eb93d8d36f5ea26091"},
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+]
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.11"
+content-hash = "862053d286b46b3fae8b9ce54e9b64df326fb57e4fb85597a8a5f059e6bf73e7"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..519a35d
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,43 @@
+[tool.poetry]
+name = "chromadbx"
+version = "0.0.1"
+description = "A collection of experimental Chroma extensions."
+authors = ["Trayan Azarov "]
+readme = "README.md"
+
+packages = [{ include = "chroma_dp" }]
+[tool.poetry.urls]
+"Bug Tracker" = "https://github.com/amikos-tech/chromadbx/issues"
+"Homepage" = "https://chromadbx.chromadb.dev/"
+"Source" = "https://github.com/amikos-tech/chromadbx/"
+
+
+[tool.poetry.dependencies]
+python = ">=3.8,<=4.0"
+pydantic = "^2.7.2"
+chromadb = "^0.5.0"
+
+[tool.poetry.group.dev.dependencies]
+pytest = "^8.2.1"
+black = "24.3.0"
+pre-commit = "^3.6.0"
+hypothesis = "^6.103.0"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+
+[tool.pytest.ini_options]
+minversion = "6.0"
+addopts = "-rA -q"
+testpaths = [
+ "tests",
+ "integration",
+]
+
+[tool.mypy]
+python_version = "3.9"
+warn_return_any = true
+warn_unused_configs = true
\ No newline at end of file
diff --git a/test/__init__.py b/test/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/test/test_query.py b/test/test_query.py
new file mode 100644
index 0000000..7368124
--- /dev/null
+++ b/test/test_query.py
@@ -0,0 +1,5 @@
+from chromadbx.core.queries import eq, where, ne, and_
+
+
+def test_where():
+ print(where(and_(eq("a", 1), ne("b", "2"))))