Retrieval-Augmented Generation (RAG) is revolutionizing how organizations manage knowledge and compliance. Today, we’re excited to launch the RAG AI Specialist, an open-source agent tailored for NIST SP 800-171 auditors.
Why RAG for Compliance?
Traditional AI assistants risk exposing Controlled Unclassified Information (CUI) if not properly sandboxed. Our RAG AI Specialist uses a permissioned blockchain for tamper-evident logs and a sanitized vector store to ensure no raw CUI is ever indexed.
Key Features
- Full NIST 800-171 Coverage: Pre-loaded catalog of ~90 controls with metadata and code mappings.
- Plugin Architecture: Easily add system-specific audits, from SSH configurations to Windows registry checks.
- Federated Learning: Agents securely share summaries and embeddings over MQTT, creating a network of specialized auditors.
- Memory Optimization: Clustering and summarization pipeline prevents vector-store bloat and keeps the agent’s knowledge fresh.
Getting Started
- Clone:
git clone https://github.com/CptNope/rag-ai-specialist.git - Install:
pip install -r requirements.txt - Configure: Edit YAMLs in
config/for your environment. - Run:
docker-compose up -d
For detailed docs, visit our GitHub Pages site in the docs/ folder or explore docs/index.md.
Feel free to star the repo, open issues, or submit PRs to enhance the RAG AI Specialist. Together, we can make compliance audits smarter, faster, and more secure!
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