Airflow provider for LLM-powered intelligent task retry
Project description
# airflow-provider-smart-retry
An Apache Airflow provider that uses LLMs to make intelligent retry decisions when tasks fail.
## The Problem
Airflow's built-in retry mechanism is static — it waits the same amount of time and retries blindly regardless of the error type. This leads to:
- Rate limit errors being retried too fast
- Auth errors being retried pointlessly
- Network errors not being retried fast enough
## The Solution
LLMSmartRetryOperator analyzes the error log using a local LLM (via Ollama) and decides:
- **Should we retry at all?** (auth errors → no)
- **How long should we wait?** (rate limits → 60s, network → 0s)
- **What type of error is this?** (rate_limit / network / auth / data_schema / unknown)
## How It Works
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