Few-Shot Log Analysis

Analyze logs using these example patterns as reference.

## Examples

**Example 1: Rate Limit Hit**
Log: `[WARN] API response: 429 Too Many Requests. Retrying in 60s.`
Analysis: Rate limit exceeded, exponential backoff triggered, check request patterns.

**Example 2: Memory Pressure**
Log: `[ERROR] OOMKilled: Container exceeded memory limit of 4Gi`
Analysis: Memory exhaustion, increase limits or optimize memory usage, investigate leak.

**Example 3: Timeout**
Log: `[ERROR] Request to embedding-service timed out after 30000ms`
Analysis: Service latency issue, check downstream health, consider timeout adjustment.

**Example 4: Auth Failure**
Log: `[WARN] Token validation failed: expired`
Analysis: Authentication issue, token refresh may be failing, check auth service.

## Logs to Analyze
{{log_entries}}

## Analysis Output
For each significant log pattern:
1. Pattern identification
2. Root cause hypothesis
3. Recommended action
4. Severity assessment