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Use OpenAI's GPT3 model to generate pull request descriptions. · GitHub
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Use OpenAI's GPT3 model to generate pull request descriptions.
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#!/usr/bin/env bash | |
# | |
# Print a summary of the current pull request's commits. | |
# | |
# Requires an OPENAI_API_KEY env var to authenticate requests - see: | |
# https://beta.openai.com/docs/api-reference/authentication | |
# 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:-"Write a summary of the commits in this pull request"} | |
# This command uses: | |
# - JQ to build the JSON payload (to handle escaping) | |
# - httpie to post it to the OpenAI REST API to generate the completion | |
# - JQ (again) to extract the completion text out of the response | |
# - sed to strip blank lines | |
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}' \ | |
| http https://api.openai.com/v1/completions Authorization:"Bearer $OPENAI_API_KEY" \ | |
| jq -r '.choices[0].text' | sed '/./,$!d' |
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