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A Bash script that uses OpenAI's API to generate a pull request title · GitHub
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December 23, 2022 15:47
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A Bash script that uses OpenAI's API to generate a pull request title
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#!/usr/bin/env bash | |
# | |
# Print a title of the current pull request's commits. | |
# | |
# - For single commit pull requests, this prints the subject of the commit. | |
# | |
# - For multi-commit pull requests, this uses OpenAI's REST API to digest the | |
# commit messages of the pull request into a single sentence. | |
# | |
# Requires an OPENAI_API_KEY env var to authenticate requests - see: | |
# https://beta.openai.com/docs/api-reference/authentication | |
set -e | |
# Commit selection variables. | |
TARGET_BRANCH=master | |
# OpenAI tuning variables (can be overridden by passing as env vars). | |
TEMPERATURE=${TEMPERATURE:-1} | |
MAX_TOKENS=${MAX_TOKENS:-512} | |
MODEL=${MODEL:-"text-davinci-002"} | |
INTRO=${INTRO:-"Below are some commit messages. Write a one sentence summary of them."} | |
function main { | |
# How we generate the title depends on if there is more than one commit. | |
if [ "$(num_commits)" -eq 1 ]; then | |
single_commit_title | |
else | |
multi_commit_title | |
fi | |
} | |
function num_commits { | |
git log origin/$TARGET_BRANCH.. --oneline | wc -l | |
} | |
function single_commit_title { | |
git log origin/$TARGET_BRANCH.. --format='%s' | head -1 | |
} | |
function multi_commit_title { | |
# Build the JSON payload. | |
payload=$(jq -n \ | |
--arg model "$MODEL" \ | |
--argjson temp $TEMPERATURE \ | |
--argjson tokens $MAX_TOKENS \ | |
--arg prompt "$( | |
echo "$INTRO"; | |
git log origin/$TARGET_BRANCH.. --format='%B'; | |
)" '{model: $model, temperature: $temp, max_tokens: $tokens, prompt: $prompt}' | |
) | |
# POST payload to OpenAI API. | |
response=$(echo "$payload" | http https://api.openai.com/v1/completions Authorization:"Bearer $OPENAI_API_KEY") | |
# Keep a copy of the payload and response for debugging. | |
echo "$payload" | jq . > /tmp/openai-title.json | |
echo "$response" | jq . >> /tmp/openai-title.json | |
# Print the first line of the completion text. | |
echo "$response" | jq -r '.choices[0].text' | sed '/./,$!d' | head -1 | |
} | |
main |
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