RAG & Knowledge Base
Feed models with your own, up-to-date data.
General-purpose models don't know your documents, processes or products. remot connects your enterprise knowledge base so models produce accurate, current, source-grounded answers.
How it works
When a question arrives, relevant documents are retrieved, provided as context, and the answer is grounded in those concrete sources.
- Document ingestion, chunking and embeddings
- Semantic retrieval with re-ranking for precision
- Embedded vector database or integration with your existing vector infrastructure
- Context selection, compression and memory management
- Source attribution and traceability
- Use long context together with RAG
At enterprise scale
Good RAG is about access, freshness and privacy — not just retrieval.
- Per-user access control
- Answers stay current as the knowledge base changes
- Privacy and masking for sensitive data
Use cases
- Internal Q&A for employees
- Support grounded in product and policy documents
- Querying contracts and regulations
Frequently asked questions
What is RAG & Knowledge Base?+
General-purpose models don't know your documents, processes or products. remot connects your enterprise knowledge base so models produce accurate, current, source-grounded answers.
How does RAG & Knowledge Base work?+
When a question arrives, relevant documents are retrieved, provided as context, and the answer is grounded in those concrete sources. Document ingestion, chunking and embeddings. Semantic retrieval with re-ranking for precision. Embedded vector database or integration with your existing vector infrastructure. Context selection, compression and memory management. Source attribution and traceability. Use long context together with RAG.
How does RAG & Knowledge Base work at enterprise scale?+
Good RAG is about access, freshness and privacy — not just retrieval. Per-user access control. Answers stay current as the knowledge base changes. Privacy and masking for sensitive data.
What are typical use cases for RAG & Knowledge Base?+
Internal Q&A for employees. Support grounded in product and policy documents. Querying contracts and regulations.
Let's apply this to your business
With a tailored demo, we'll show how remot adds value to your organization.
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