Supported Frameworks
Inkog detects vulnerabilities across the modern AI agent ecosystem with consistent results regardless of which framework you use.
Supported Frameworks
LangChainLLM orchestration
LangGraphStateful agents
CrewAIMulti-agent teams
AutoGenMicrosoft AG2
n8nWorkflow automation
FlowiseVisual LLM builder
LlamaIndexRAG framework
DifyLLMOps platform
Code-First Frameworks
Build agents programmatically with full control over behavior and logic.
| Framework | Language | Status |
|---|---|---|
| LangChain | Python | Full Support |
| LangGraph | Python | Full Support |
| CrewAI | Python | Full Support |
| AutoGen (AG2) | Python | Full Support |
| DSPy | Python | Full Support |
| Phidata | Python | Full Support |
| Smolagents | Python | Full Support |
No-Code / Low-Code Platforms
Visual builders and workflow automation tools with JSON/YAML configurations.
| Platform | Config Type | Status |
|---|---|---|
| n8n | JSON Workflows | Full Support |
| Flowise | JSON Workflows | Full Support |
| Langflow | JSON Workflows | Full Support |
| Dify | JSON Workflows | Full Support |
RAG Frameworks
Retrieval-Augmented Generation frameworks for knowledge-enhanced agents.
| Framework | Language | Status |
|---|---|---|
| LlamaIndex | Python | Full Support |
| Haystack | Python | Full Support |
SDKs & Enterprise
Official SDKs and enterprise-grade agent frameworks.
| Framework | Provider | Status |
|---|---|---|
| OpenAI Agents | OpenAI | Full Support |
| Semantic Kernel | Microsoft | Full Support |
| Vellum | Vellum AI | Full Support |
Consistent Detection
Inkog provides consistent security analysis across all frameworks:
- Same vulnerabilities detected - Whether you use LangChain or n8n, the same security issues are caught
- Unified reporting - All findings use the same format and severity levels
- Framework-specific context - Findings include framework-specific remediation advice
Request Framework Support
Don’t see your framework? Contact us at support@inkog.io to request support for additional frameworks.
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