LlamaIndex
Security Scanner
Data framework for LLM applications. Full support for ReActAgent and query engine patterns.
What Inkog Detects in LlamaIndex
LlamaIndex-specific vulnerability patterns that traditional security tools miss.
Infinite Loop Detection
CRITICALLlamaIndex agents without iteration bounds can run indefinitely, consuming API tokens until limits are hit.
Prompt Injection Paths
CRITICALUser inputs flowing to LLM prompts without sanitization in LlamaIndex workflows create injection vulnerabilities.
Token Bombing
HIGHUnbounded loops in LlamaIndex agents accumulate LLM API costs that can reach thousands of dollars.
Missing Human Oversight
HIGHHigh-risk tool calls in LlamaIndex agents without human approval gates violate EU AI Act Article 14.
LlamaIndex Analysis Features
- ReActAgent loop detection
- QueryEngine analysis
- ChatEngine validation
- Index security checks
Get Started
Scan your LlamaIndex application in seconds.
Run the scanner
inkog scan ./my-llamaindex-appReview findings
Inkog traces data flow through your LlamaIndex code and reports vulnerabilities with severity levels and line numbers.
Fix and verify
Apply the suggested fixes based on severity and re-scan to verify.
LlamaIndex Compliance Reports
Automated mapping to global AI governance frameworks.
EU AI Act
Article 14, 15, 12
NIST AI RMF
MAP/MEASURE/MANAGE
OWASP LLM
Top 10 Coverage
ISO 42001
AI Management
Scan Your LlamaIndex Application
Free for developers. Results in 60 seconds.