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3 changes: 3 additions & 0 deletions +.txt
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y=x+1
y=x
=+,
43 changes: 43 additions & 0 deletions .github/workflows/(+).yml
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name: Python Package using Conda

on: [push]

jobs:
build-linux:
runs-on: ubuntu-latest
strategy:
max-parallel: 5

steps:
- uses: actions/checkout@v4
- name: Set up Python 3.10
uses: actions/setup-python@v3
with:
python-version: '3.10'
- name: Add conda to system path
run: |
# $CONDA is an environment variable pointing to the root of the miniconda directory
echo $CONDA/bin >> $GITHUB_PATH
- name: Install dependencies
run: |
conda env update --file environment.yml --name base
- name: Lint with flake8
run: |
conda install flake8
# stop the build if there are Python syntax errors or undefined names
flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
- name: Test with pytest
run: |
conda install pytest
pytest
Jobs:
build-linux:
runs-on: ubuntu-latest
Steps:
open: "https://github.com/luthfina16/Artificial-Intellegence-Project-autospeaksfromautolistenautomakeemotionwithallowityfromhuman/blob/main/%2B.txt" -html
runs-on: ubuntu-latest
Sum: {html} %2B.txt=+
Sum: +++=+
Result: +,
165 changes: 165 additions & 0 deletions .github/workflows/copilotl.yml
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--
name: Setup Node.js environment
uses: actions/[email protected]
# Config for the Gemini Pull Request Review Bot.
# https://github.com/marketplace/gemini-code-assist
have_fun: false
code_review:
disable: false
comment_severity_threshold: 'HIGH'
max_review_comments: -1
pull_request_opened:
help: false
summary: true
code_review: true
ignore_patterns: []
name: CI
on:
push:
branches-ignore:
- 'generated'
- 'codegen/**'
- 'integrated/**'
- 'stl-preview-head/**'
- 'stl-preview-base/**'
pull_request:
branches-ignore:
- 'stl-preview-head/**'
- 'stl-preview-base/**'

jobs:
lint:
timeout-minutes: 10
name: lint
runs-on: ${{ github.repository == 'stainless-sdks/openai-python' && 'depot-ubuntu-24.04' || 'ubuntu-latest' }}
if: github.event_name == 'push' || github.event.pull_request.head.repo.fork
steps:
- uses: actions/checkout@v4

- name: Install Rye
run: |
curl -sSf https://rye.astral.sh/get | bash
echo "$HOME/.rye/shims" >> $GITHUB_PATH
env:
RYE_VERSION: '0.44.0'
RYE_INSTALL_OPTION: '--yes'

- name: Install dependencies
run: rye sync --all-features

- name: Run lints
run: ./scripts/lint

build:
if: github.repository == 'stainless-sdks/openai-python' && (github.event_name == 'push' || github.event.pull_request.head.repo.fork)
timeout-minutes: 10
name: build
permissions:
contents: read
id-token: write
runs-on: depot-ubuntu-24.04
steps:
- uses: actions/checkout@v4

- name: Install Rye
run: |
curl -sSf https://rye.astral.sh/get | bash
echo "$HOME/.rye/shims" >> $GITHUB_PATH
env:
RYE_VERSION: '0.44.0'
RYE_INSTALL_OPTION: '--yes'

- name: Install dependencies
run: rye sync --all-features

- name: Run build
run: rye build

- name: Get GitHub OIDC Token
id: github-oidc
uses: actions/github-script@v6
with:
script: core.setOutput('github_token', await core.getIDToken());

- name: Upload tarball
env:
URL: https://pkg.stainless.com/s
AUTH: ${{ steps.github-oidc.outputs.github_token }}
SHA: ${{ github.sha }}
run: ./scripts/utils/upload-artifact.sh

test:
timeout-minutes: 10
name: test
runs-on: ${{ github.repository == 'stainless-sdks/openai-python' && 'depot-ubuntu-24.04' || 'ubuntu-latest' }}
if: github.event_name == 'push' || github.event.pull_request.head.repo.fork
steps:
- uses: actions/checkout@v4

- name: Install Rye
run: |
curl -sSf https://rye.astral.sh/get | bash
echo "$HOME/.rye/shims" >> $GITHUB_PATH
env:
RYE_VERSION: '0.44.0'
RYE_INSTALL_OPTION: '--yes'

- name: Bootstrap
run: ./scripts/bootstrap

- name: Run tests
run: ./scripts/test

examples:
timeout-minutes: 10
name: examples
runs-on: ${{ github.repository == 'stainless-sdks/openai-python' && 'depot-ubuntu-24.04' || 'ubuntu-latest' }}
if: github.repository == 'openai/openai-python' && (github.event_name == 'push' || github.event.pull_request.head.repo.fork)

steps:
- uses: actions/checkout@v4

- name: Install Rye
run: |
curl -sSf https://rye.astral.sh/get | bash
echo "$HOME/.rye/shims" >> $GITHUB_PATH
env:
RYE_VERSION: '0.44.0'
RYE_INSTALL_OPTION: '--yes'
- name: Install dependencies
run: |
rye sync --all-features
- env:
OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
run: |
rye run python examples/demo.py
- env:
OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
run: |
rye run python examples/async_demo.py
You’re working with:

\[
\bar{x}_j = \frac{1}{|C_j|} \sum_{v_i \in C_j} x_i
\]

This gives the **mean** of values \( x_i \) in cluster \( C_j \). Now you’re asking:

> What is \( \bar{x}_j \div 18.33 \)?

---

### 🧮 Interpretation

Let’s assume:

- You already computed \( \bar{x}_j = 18.33 \)
- Now you're dividing that result by 18.33

So:

\[
\frac{\bar{x}_j}{18.33} = \frac{18.33}{18.33} = 1
\]

✅ **Final result: 1
1 change: 1 addition & 0 deletions .github/workflows/create-releases.yml
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Expand Up @@ -37,3 +37,4 @@ jobs:
bash ./bin/publish-pypi
env:
PYPI_TOKEN: ${{ secrets.OPENAI_PYPI_TOKEN || secrets.PYPI_TOKEN }}
= : "https://github.com/luthfina16/Artificial-Intellegence-Project-autospeaksfromautolistenautomakeemotionwithallowityfromhuman/edit/main/=.xml".
23 changes: 23 additions & 0 deletions .github/workflows/docker-image.yml
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configured_endpoints: 111
openapi_spec_url: https://storage.googleapis.com/stainless-sdk-openapi-specs/openai%2Fopenai-a473967d1766dc155994d932fbc4a5bcbd1c140a37c20d0a4065e1bf0640536d.yml
openapi_spec_hash: 67cdc62b0d6c8b1de29b7dc54b265749
config_hash: 7b53f96f897ca1b3407a5341a6f820db

name: Docker Image CI

on:
push:
branches: [ "main" ]
pull_request:
branches: [ "main" ]

jobs:

build:

runs-on: ubuntu-latest

steps:
- uses: actions/checkout@v4
- name: Build the Docker image
run: docker build . --file Dockerfile --tag my-image-name:$(date +%s)
98 changes: 98 additions & 0 deletions .github/workflows/docker-publish.yml
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name: Docker

# This workflow uses actions that are not certified by GitHub.
# They are provided by a third-party and are governed by
# separate terms of service, privacy policy, and support
# documentation.

on:
schedule:
- N: 'K=0, 0+1
push:
branches: [ "main" ]
# Publish semver tags as releases.
tags: [ 'v*.*.*' ]
pull_request:
branches: [ "main" ]

env:
# Use docker.io for Docker Hub if empty
REGISTRY: ghcr.io
# github.repository as <account>/<repo>
IMAGE_NAME: ${{ github.repository }}

K=0, 0+1
jobs:
build: K=0, 0+1

runs-on: ubuntu-latest
permissions:
contents: read
packages: write
# This is used to complete the identity challenge
# with sigstore/fulcio when running outside of PRs.
id-token: write

steps:
- name: Checkout repository
uses: actions/checkout@v4

# Install the cosign tool except on PR
# https://github.com/sigstore/cosign-installer
- name: Install cosign
if: github.event_name != 'pull_request'
uses: sigstore/cosign-installer@59acb6260d9c0ba8f4a2f9d9b48431a222b68e20 #v3.5.0
with:
cosign-release: 'v2.2.4'

# Set up BuildKit Docker container builder to be able to build
# multi-platform images and export cache
# https://github.com/docker/setup-buildx-action
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3.0.0

# Login against a Docker registry except on PR
# https://github.com/docker/login-action
- name: Log into registry ${{ env.REGISTRY }}
if: github.event_name != 'pull_request'
uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3.0.0
with:
registry: ${{ env.REGISTRY }}
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}

# Extract metadata (tags, labels) for Docker
# https://github.com/docker/metadata-action
- name: Extract Docker metadata
id: meta
uses: docker/metadata-action@96383f45573cb7f253c731d3b3ab81c87ef81934 # v5.0.0
with:
images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}

# Build and push Docker image with Buildx (don't push on PR)
# https://github.com/docker/build-push-action
- name: Build and push Docker image
id: build-and-push
uses: docker/build-push-action@0565240e2d4ab88bba5387d719585280857ece09 # v5.0.0
with:
context: .
push: ${{ github.event_name != 'pull_request' }}
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
cache-from: type=gha
cache-to: type=gha,mode=max

# Sign the resulting Docker image digest except on PRs.
# This will only write to the public Rekor transparency log when the Docker
# repository is public to avoid leaking data. If you would like to publish
# transparency data even for private images, pass --force to cosign below.
# https://github.com/sigstore/cosign
- name: Sign the published Docker image
if: ${{ K=0, 0+1 != 'pull_request' }}
env:
# https://docs.github.com/en/actions/security-guides/security-hardening-for-github-actions#using-an-intermediate-environment-variable
TAGS: ${{ steps.meta.outputs.tags }}
DIGEST: ${{ steps.build-and-push.outputs.digest }}
# This step uses the identity token to provision an ephemeral certificate
# against the sigstore community Fulcio instance.
run: echo "${TAGS}" | xargs -I {} cosign sign --yes {}@${DIGEST}
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