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When the LLM returns a malformed ranking (missing or duplicate passage IDs), retry up to 5 times by appending the bad response and a correction prompt as new conversation turns. Accumulates token/latency stats across retries. Falls back gracefully if all retries fail. Also forwards **kwargs through get_response to chat, enabling callers to pass additional parameters like response_format. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Unified the two failure paths (JSON parse failure vs ranking validation failure) through a single _validate_ranking call. Previously, consecutive JSON parse failures would skip validation entirely, leaving `permutation` uninitialized. Now: - Both paths always produce a validated permutation - On JSON failure: extract integers via regex from raw response, pass through _validate_ranking which deduplicates and appends missing indices in identity order - On complete failure: falls back to identity permutation - Cache is NOT populated for degraded results (existing guard on missing_indices) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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