Building Internal Knowledge Assistants with RAG & Vector Databases

Employees waste hours searching docs. RAG-based assistants retrieve the right snippets and generate concise answers—securely and reliably.

Core Concepts

• Vector search finds semantically relevant passages.
• LLMs synthesize answers grounded in retrieved context.
• Access controls keep sensitive data protected.

Use Cases

• HR and onboarding FAQs.
• Operations and compliance procedures.
• Cross-team knowledge sharing.