RAG Systems
Your Data, AI Accuracy
Retrieval Augmented Generation grounds AI responses in your proprietary documents, databases, and knowledge bases. No hallucinations—just accurate, source-cited answers from your actual data.
Why RAG Changes Everything
Standard LLMs are trained on public data and can hallucinate. RAG retrieves relevant context from YOUR data before generating responses—dramatically improving accuracy and relevance.
RAG System Components
Document Processing
Ingest documents from any source—PDFs, Word, web pages, databases, APIs. Our pipeline handles OCR, table extraction, and intelligent chunking.
Vector Database
Documents are converted to embeddings and stored in high-performance vector databases optimized for semantic similarity search at scale.
Retrieval & Generation
Queries are embedded, relevant chunks retrieved, and context injected into LLM prompts. Responses cite sources and indicate confidence.
⚡ Quick Quote Request
Tell us about your knowledge base needs.
RAG Applications
Enterprise Knowledge Management
// TRANSLATION
Ask questions, get accurate answers
Instead of hallucinating facts, the AI only uses information from your approved documents. No made-up statistics.
3>
Ask questions, get accurate answers
Instead of hallucinating facts, the AI only uses information from your approved documents. No made-up statistics.
Turn scattered documentation into an intelligent knowledge base. Employees ask questions in natural language and get accurate answers with citations from policies, procedures, and institutional knowledge.
Legal Research
Search contracts, precedents, and regulations with semantic understanding. Find relevant clauses across thousands of documents in seconds.
Healthcare Documentation
Query patient records, clinical guidelines, and research papers while maintaining HIPAA compliance and audit trails.
Technical Documentation
Provide instant answers from API docs, user manuals, and knowledge bases. Reduce support tickets by 60%+.
Financial Analysis
Query earnings reports, SEC filings, and market research. Extract insights across years of financial data.
Enterprise RAG Capabilities
🔐 Access Control
Document-level permissions ensure users only retrieve content they're authorized to access. Integrates with SSO and existing IAM.
🔄 Real-Time Sync
Connect to SharePoint, Confluence, Google Drive, and more. Documents are automatically indexed when created or updated.
🌐 Multi-Language
Support for Vietnamese, Korean, Chinese, Japanese, and 50+ languages. Cross-lingual retrieval finds relevant content regardless of query language.
📊 Analytics
Track what questions users ask, what documents are retrieved, and where knowledge gaps exist. Continuous improvement insights.
Ready to Build Your Knowledge Base?
We'll assess your documents, recommend architecture, and deliver a working RAG system in 4-8 weeks.