Llamaindex
LlamaIndex is a framework for connecting data sources to large language models, enabling integration of various data types and creating data-augmented applications.
Independent assessment across data handling, compliance, security and transparency.
Risk factors
3- Cloud-based with potential data handling by third parties
- Requires integration with external data sources
- Data may be used for model training without explicit consent
Recommendations
4- Self-host open-source version to eliminate external data exposure
- Review any LlamaCloud managed service terms if using hosted option
- Audit data connectors configured to ensure least-privilege access
- Standard secure SDLC practices apply to implementations
Data handling
- Storage
- Self-hosted: local; LlamaCloud: vendor cloud
- Retention
- Self-hosted: operator controlled; LlamaCloud: per policy
- Training on inputs
- Open-source: none; LlamaCloud: not disclosed
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