perf: improve kg storage and retrieval from vector #59

	name: Format Code

	on:
	pull_request:
	branches:
	- main

	permissions:
	contents: write

	jobs:
	format:
	runs-on: ubuntu-latest

	steps:
	- name: Checkout code
	uses: actions/checkout@v3

	- name: Set up Python
	uses: actions/setup-python@v4
	with:
	python-version: '3.x'

	- name: Install dependencies
	run: \|
	python -m pip install --upgrade pip
	pip install black

	- name: Run Black formatter
	id: black
	run: black .

	- name: Commit and push changes
	run: \|
	git config --local user.name "GitHub Actions"
	git config --local user.email "[email protected]"
	git add .
	# Check if there are any changes to commit
	if ! git diff --cached --quiet; then
	git commit -m "Apply Black formatting"
	git push
	else
	echo "No changes to commit"
	fi
	if: ${{ steps.black.outcome == 'success' }}

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