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Common Errors

This guide provides a quick reference for common log messages and errors you may encounter when running vLLM Semantic Router. Each section maps error patterns to their root causes and configuration fixes.

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版本：v0.1

Common Errors and Fixes

This guide provides a quick reference for common log messages and errors you may encounter when running vLLM Semantic Router. Each section maps error patterns to their root causes and configuration fixes.

提示

Use the Quick Diagnostic Commands at the end of this page to quickly identify issues.

Configuration Loading Errors​

Failed to create ExtProc server​

Log Pattern:

Failed to create ExtProc server: <error>

Causes & Fixes:

CauseFix
Invalid config pathVerify --config flag points to existing YAML file
YAML syntax errorValidate YAML with yq or online validator
Missing required fieldsCheck all required fields are present
# Verify config path
./router --config /app/config/config.yaml

Failed to read config file​

Log Pattern:

failed to read config file: <error>

Fixes:

  • Verify file exists: ls -la config/config.yaml
  • Check permissions: chmod 644 config/config.yaml
  • Ensure path is absolute or correct relative path

See code: cmd/main.go.

Cache & Storage Errors​

Milvus config path is required​

Log Pattern:

milvus config path is required

Fix: Set backend_config_path when using Milvus backend:

semantic_cache:
  enabled: true
  backend_type: "milvus"
  backend_config_path: "config/milvus.yaml" # ← Add this

Index does not exist and auto-creation is disabled​

Log Pattern:

index <name> does not exist and auto-creation is disabled

Fix: Enable auto-creation in Redis/Milvus config:

# In config/redis.yaml
index:
  auto_create: true # ← Enable this

Redis store not yet implemented​

Log Pattern:

redis store not yet implemented

Note: Redis response store is not yet available. Use memory or milvus instead:

semantic_cache:
  backend_type: "memory" # or "milvus"

See code: pkg/cache AND pkg/responsestore.

PII & Security Errors​

PII policy violation​

Log Pattern:

PII policy violation for decision <name>: denied PII types [<types>]

Fixes:

  1. Allow the PII type if it should be permitted:
routing:
  signals:
    pii:
      - name: "default_pii_policy"
        pii_types_allowed:
          - "LOCATION" # Add denied type here
  1. Raise threshold if false positives:
classifier:
  pii_model:
    threshold: 0.95 # Increase from default 0.9

Jailbreak detected​

Log Pattern:

Jailbreak detected: type=<type>, confidence=<score>

Fixes:

  1. Raise threshold to reduce false positives:
prompt_guard:
  threshold: 0.8 # Increase from default 0.7
  1. Disable for specific decision:
decisions:
  - name: "internal_decision"
    jailbreak_enabled: false

See code: pii/policy.go AND req_filter_jailbreak.go.

MCP Client Errors​

Either command or URL must be specified​

Log Pattern:

either command or URL must be specified

Fix: Specify transport configuration:

# For stdio transport
mcp_clients:
  my_client:
    transport_type: "stdio"
    command: "/path/to/mcp-server"

# For HTTP transport
mcp_clients:
  my_client:
    transport_type: "streamable-http"
    url: "http://localhost:8080"

Command is required for stdio transport​

Log Pattern:

command is required for stdio transport

Fix: Add command for stdio transport:

mcp_clients:
  my_client:
    transport_type: "stdio"
    command: "python"
    args: ["-m", "my_mcp_server"]

See code: pkg/mcp/factory.go.

Endpoint Errors​

Invalid address format​

Log Pattern:

invalid endpoint address: <address>

Fixes:

WrongCorrect
http://10.0.0.1:800010.0.0.1 (address) + 8000 (port)
vllm.example.comUse IP address instead
10.0.0.1:8000Separate address and port fields
vllm_endpoints:
  - name: "endpoint1"
    address: "10.0.0.1" # IP only, no protocol/port
    port: 8000 # Port separate

See: config.yaml#vllm_endpoints AND pkg/extproc.

Model Loading Errors​

Model not found​

Log Pattern:

failed to load model: <path>

Fixes:

  • Verify model path exists
  • Check model is downloaded: ls -la models/
  • Ensure path is accessible inside container
bert_model:
  model_id: /app/models/all-MiniLM-L12-v2 # Use absolute path in container

Performance Issues​

Low cache hit ratio​

Symptoms: Cache rarely returns hits, high backend latency

Fix: Lower similarity threshold:

semantic_cache:
  similarity_threshold: 0.75 # Lower from default 0.8

# Or per-decision
plugins:
  - type: "semantic-cache"
    configuration:
      similarity_threshold: 0.70

Classification confidence too low​

Symptoms: Many queries fall through to "other" category

Fix: Lower category threshold:

classifier:
  category_model:
    threshold: 0.5 # Lower from default 0.6

Quick Diagnostic Commands​

# Check config syntax
yq eval '.' config/config.yaml

# Test endpoint connectivity
curl -s http://<address>:<port>/health

# Check model files
ls -la models/

# View recent logs
docker logs semantic-router --tail 100

# Check metrics
curl -s http://localhost:9190/metrics | grep semantic_router