Asking my CI "why did that fail?": GitHub Actions cognee

Описание и применение

Автор создал коннектор GitHub Actions для cognee, чтобы автоматически собирать данные о выполнениях CI, обрезать логи и хранить их в виде документов. Это позволяет задавать вопросы LLM о причинах неудач и исправлениях, ускоряя поиск информации по многим запускам.

Задача

CI history is hard to query; finding why runs fail requires manual log inspection and is not searchable across runs.

Результат

The demo ingested 15 runs in 8.2 s, built embeddings in 105.3 s, and answered three questions: list recent failures and reasons, how to fix a specific failure, and which runs are waiting for approval.

Рабочий процесс

• 1. Use github_actions_source() to pull recent runs from a repo
• 2. Ingest the source into cognee with cognee.remember()
• 3. Query the memory with natural language questions

Доказательства

I wanted to ask my CI a plain question: "which workflows failed recently, and why?"

Источник

The connector is a single function, github_actions_source(). You give it one or more owner/repo names, and it returns a dlt source that cognee can ingest directly.

Источник

The connector pulled 15 runs, their jobs, and the logs of the failed jobs in 8.2 s. Only 3 had actually failed. 10 were waiting for approval.

Источник

Add the COGNEE_BUMP_PR_TOKEN secret to the repository's GitHub Actions secrets (see the workflow header for details), then rerun the scheduled workflow.

Источник