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First minor point release based on demo feedback (#25)
* feat: sample patch update for CI/CD * test: framework w/ documentation example * docs: parameter sizes + performance evaluation * fix: directory location for GPT scheduled workflow * docs: project management system for inbound workflow * Further clarification for design sprint planning (#18) * feat: outline workflow for advisor tooling + benchmark library * docs: edit headings for next development iteration * Package management work for `Ollama` (#22) * feat: outline workflow for advisor tooling + benchmark library * docs: edit headings for next development iteration * feat: Ollama foundation for binary package reproducibility * feat: sample message content usage * feat: response time & print format for LLM output * fix: torch requirement, scheduled workflow, & bump project version * Demo of response pathway from JSON output (#24) * feat: outline workflow for advisor tooling + benchmark library * docs: edit headings for next development iteration * feat: Ollama foundation for binary package reproducibility * feat: sample message content usage * feat: response time & print format for LLM output * fix: torch requirement, scheduled workflow, & bump project version * docs: lab testing environment via Jupyter Notebook * refactor: environment variables, smart send behavior, & VSCode settings * feat: output JSON to data (response) directory * feat: sample system prompt through command-line LLM tooling * bump: project version
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‎.env.sample

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API_KEY=""
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TABLE_NAME=""
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DEFAULT_VIEW=""

‎.github/scheduled_workflow.yml renamed to ‎.github/workflows/scheduled.yml

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schedule:
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# Runs at 5:00 a.m. UTC every Monday (8:00 p.m. AKST Sunday)
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- cron: '0 5 * * 1'
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# Runs at 4:00 a.m. UTC every Monday (8:00 p.m. AKDT Sunday)
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- cron: '0 4 * * 1'
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jobs:
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example_job:

‎.gitignore

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# If you prefer the allow list template instead of the deny list, see community template:
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# https://github.com/github/gitignore/blob/main/community/Golang/Go.AllowList.gitignore
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#
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# Binaries for programs and plugins
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*.exe
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*.exe~
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*.dll
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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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*.dylib
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# Test binary, built with `go test -c`
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*.test
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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cover/
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# Translations
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*.mo
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*.pot
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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.pybuilder/
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# Output of the go coverage tool, specifically when used with LiteIDE
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*.out
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# Dependency directories (remove the comment below to include it)
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# vendor/
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# UV
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# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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uv.lock
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# Go workspace file
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go.work
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go.work.sum
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# poetry
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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#poetry.lock
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# env file
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# pdm
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# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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#pdm.lock
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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# in version control.
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# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
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.pdm.toml
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.pdm-python
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.pdm-build/
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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data/
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# Spyder project settings
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.spyderproject
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.spyproject
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__pycache__/
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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cython_debug/
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# PyCharm
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# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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# Ruff stuff:
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.ruff_cache/
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# PyPI configuration file
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.pypirc
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# Output
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/data

‎.vscode/settings.json

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{
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"python.REPL.enableREPLSmartSend": false
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}

‎Makefile

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BIN_NAME=nocodb-to-gpt-via-api
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BIN_VERSION=0.0.3
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BIN_VERSION=0.1.0
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BIN_DATE=$(shell date +%FT%T%z)
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# Advisor Tooling @ Alaska SBDC
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eligibility:
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uv run main.py
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publish:
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echo "This step will typically happen on an approx. ~3 month interval cadence."
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subscribe:
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echo "End users, who are advisors, want information on a daily basis."
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publish:
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echo "This step will typically happen on an approx. ~3 month interval cadence."
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update:
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echo "[OPERATIONS] Batch process every week (via GitHub Actions)."
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ping aksbdc.org
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test:
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pytest
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cat data/response.json | llm -s "Explain these data."

‎README.md

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### Branch Management
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- `main` → production ready environment.
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- `staging` → testing changes to be merged into `main`.
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- `staging` → released changes to be merged into `main`.
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- `dev` → testing changes to be merged into `staging`.
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## [Architecture Diagram](https://github.com/aksbdc/nocodb-to-gpt-via-api/wiki)

‎library/lab.ipynb

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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## [nocodb-to-gpt-via-api] Project Updates\n",
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"#### Alaska Small Business Development Center (2025-03-04)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"import antigravity"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": ".venv",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.11"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}

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