Add initial implementation

.editorconfig

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+root = true
+
+[*.py]
+indent_style = space
+indent_size = 4
+end_of_line = lf
+charset = utf-8
+trim_trailing_whitespace = true
+insert_final_newline = true

.flake8

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+[flake8]
+max-line-length = 88
+ignore = E203, W503
+exclude = .git,__pycache__,env,.venv,venv

.github/workflows/lint.yaml

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+name: Lint
+
+on: [push, pull_request]
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.9"
+      - name: Install dependencies
+        run: |
+          pip install black isort flake8
+      - name: Run Black
+        run: black --check .
+      - name: Run isort
+        run: isort --check-only .
+      - name: Run Flake8
+        run: flake8

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.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
+*.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/
+
+# 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/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# 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
+.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/
+
+embeddings_cache/

.pre-commit-config.yaml

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+repos:
+  - repo: https://github.com/psf/black
+    rev: 24.8.0
+    hooks:
+      - id: black
+  - repo: https://github.com/PyCQA/isort
+    rev: 5.13.2
+    hooks:
+      - id: isort
+  - repo: https://github.com/PyCQA/flake8
+    rev: 7.1.1
+    hooks:
+      - id: flake8
+        args: [--max-line-length=88, "--ignore=E203,W503"]

LICENSE

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+MIT License
+
+Copyright (c) 2024 Markus Blomqvist
+
+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.

README.md

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+# Git Vector
+
+## Overview
+
+Git Vector is a Python tool that enhances the capabilities of OpenAI models by providing them with context from Git repositories. This allows for more informed and relevant interactions with the models, leveraging the rich history and content of your codebase.
+
+## Features
+
+- **Contextual Prompting**: Integrate Git repository context into prompts for OpenAI models.
+- **Embeddings Cache**: Efficiently cache embeddings to speed up repeated queries.
+- **Tracked File Retrieval**: Automatically retrieve tracked files from a Git repository.
+- **Text File Detection**: Identify text files to ensure only relevant content is processed.
+
+## Installation
+
+To install Git Vector, you'll need to have Python 3.12 or higher. You can install the project using Poetry:
+
+```bash
+poetry install
+```
+
+Alternatively, you can clone the repository and install the dependencies manually:
+
+```bash
+git clone [email protected]:blomqma/git-vector.git
+cd git-vector
+pip install -r requirements.txt
+```
+
+## Usage
+
+1. **Set Up Environment Variables**: Create a `.env` file in the root directory of your project and add your OpenAI API key:
+
+   ```
+   OPENAI_API_KEY=your_api_key_here
+   ```
+
+2. **Run the Application**: Use the command line interface to interact with the tool. For example:
+
+   ```bash
+   python main.py
+   ```
+
+   You can specify the directory of your Git repository as an argument.
+
+## Development
+
+To contribute to the development of Git Vector, you can set up your development environment using the following commands:
+
+```bash
+# Install development dependencies
+poetry install --with dev
+
+# Format code
+poetry run black .
+
+# Check code style
+poetry run flake8 .
+
+# Run tests
+poetry run pytest
+```
+
+## License
+
+This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.
+
+## Author
+
+- Markus Blomqvist - [[email protected]](mailto:[email protected])
+
+## Acknowledgments
+
+- [OpenAI](https://openai.com) for providing the API that powers this tool.
+- [GitPython](https://gitpython.readthedocs.io/en/stable/) for interacting with Git repositories.
+- [NumPy](https://numpy.org/) and [scikit-learn](https://scikit-learn.org/) for numerical and machine learning
+  2024-09-25 00:12:15,639 [INFO] Response provided to the user.