update langchain agent with qwen2.5 for better accuracy #4819

	name: spell_check

	on:
	workflow_dispatch:
	pull_request:
	branches:
	- 'main'
	- 'latest'
	paths:
	- '.ci/spellcheck/*'
	- 'README.md'
	- 'CONTRIBUTING.md'
	- 'notebooks/**.md'
	- 'notebooks/**.ipynb'
	push:
	branches:
	- 'main'
	- 'latest'
	paths:
	- '.ci/spellcheck/*'
	- 'README.md'
	- 'CONTRIBUTING.md'
	- 'notebooks/**.md'
	- 'notebooks/**.ipynb'

	permissions:
	contents: read

	jobs:
	build_spellcheck:
	strategy:
	fail-fast: false
	runs-on: ubuntu-20.04 # change cachepip step when changing this
	steps:
	- name: Checkout repository
	uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6

	- name: Dotenv Action
	id: dotenv
	uses: xom9ikk/dotenv@ac290ca23a42155a0cba1031d23afa46240116a9 # v2.3.0
	with:
	path: ./.github/workflows

	- name: Set up Python
	uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5.1.0
	with:
	python-version: 3.9 # change cachepip step when changing this

	- name: Cache OpenVINO Pip Packages
	id: cachepip
	uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4.0.2
	with:
	path: \|
	pipcache
	key: ${{ env.PIP_CACHE_KEY }}-ubuntu-20.04-3.9

	- name: Install dependencies
	run: \|
	python -m pip install --upgrade pip
	python -m pip install -r .ci/dev-requirements.txt --cache-dir pipcache
	python -m ipykernel install --user --name openvino_env

	- name: Install Aspell
	run: \|
	sudo apt-get install aspell aspell-en

	- name: Run spell check
	run: \|
	python .ci/spellcheck/run_spellcheck.py

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