Initial commit.

.devcontainer/devcontainer.json

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+// For format details, see https://aka.ms/devcontainer.json. For config options, see the
+// README at: https://github.com/devcontainers/templates/tree/main/src/python
+{
+	"name": "LangChain - Python 3",
+
+	"build": {
+		"dockerfile": "./dockerfile",
+		"context": "."
+	},
+
+	// Features to add to the dev container. More info: https://containers.dev/features.
+	"features": {
+		"ghcr.io/devcontainers/features/common-utils:2": {
+			"installZsh": true,
+			"installOhMyZsh": true,
+			"installOhMyZshConfig": true,
+			"upgradePackages": true,
+			"username": "devcontainer"
+		},
+		"ghcr.io/devcontainers-contrib/features/poetry:2": {
+			"version": "latest"
+		},
+		"ghcr.io/devcontainers-contrib/features/nox:2": {
+			"version": "latest"
+		}
+	},
+
+	// Use 'forwardPorts' to make a list of ports inside the container available locally.
+	// "forwardPorts": [],
+
+	// Use 'postCreateCommand' to run commands after the container is created.
+	// "postCreateCommand": "pip3 install --user -r requirements.txt",
+	"postCreateCommand": "poetry install" ,
+
+	// Configure tool-specific properties.
+	"customizations": {
+		"vscode": {
+			"extensions": [
+				"ms-python.python",
+				"ms-python.vscode-pylance",
+				"Gruntfuggly.todo-tree"
+			]
+		}
+	},
+
+	// Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
+	// "remoteUser": "root"
+	"remoteUser": "vscode"
+
+}

.devcontainer/dockerfile

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+FROM mcr.microsoft.com/devcontainers/python:1-3.11-bullseye
+
+# [Optional] Uncomment this section to install additional OS packages.
+# RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
+#     && apt-get -y install --no-install-recommends <your-package-list-here>

.env.example

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+OPENAI_API_KEY = "YOUR-KEY"
+HUGGINGFACEHUB_API_TOKEN = "YOUR-KEY"
+COHERE_API_KEY = "YOUR-KEY"
+REPLICATE_API_TOKEN = "YOUR-KEY"

.flake8

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+[flake8]
+# https://stackoverflow.com/questions/50177173/how-do-i-get-flake8-to-reliably-ignore-rules-in-vs-code
+
+select = ANN,B,B9,BLK,D,DAR,E,F,I,S,W
+# add ,C for copyright notices, S for bandit, B for bugbear, BLK for Black
+# select = E,F,W,I,C
+ignore=E203,E501,W503
+
+exclude = 
+    .git
+    ,.nox
+    ,build
+    ,dist
+
+
+max-line-length = 119
+max-complexity = 10
+
+application-import-names = quke,tests
+
+import-order-style = google
+docstring-convention = google
+
+per-file-ignores = tests/*:S101, quke/conf/*:D104
+
+# add ',C' to 'select=' in order to show the copyright warnings.
+copyright-check = True
+copyright-min-file-size = 50
+copyright-regexp=Copyright \(c\) XXXX. All Rights Reserved

.gitignore

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+# quke specific
+old-for-reference/
+idata/
+outputs/
+multirun/
+docs/youtube/
+docs/src_docs/
+docs/pdf - Copy/
+.chroma/
+
+# 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/#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
+.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/
+DEL__init__.py
+DEL_setup.py
+readme - SAMPLE.md
+quke/temp.yaml
+quke/wip.py

.vscode/settings.json

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+{
+    "todo-tree.tree.showBadges": true,
+    "todo-tree.tree.disableCompactFolders": true,
+    "python.testing.pytestArgs": [
+        "tests"
+    ],
+    "python.testing.unittestEnabled": false,
+    "python.testing.pytestEnabled": true,
+
+
+    "[python]": {
+        "editor.defaultFormatter": "ms-python.black-formatter",
+        "editor.formatOnSave": true,
+        "editor.codeActionsOnSave": {
+            "source.organizeImports": true
+        },
+    },
+    "isort.args":["--profile", "black"],
+}