Skip to main content

Turn Documents Into Decisions

Advanced RAG pipeline that reads, understands, and reasons across your entire document library. Every answer comes with source citations.

The Document Chaos

hours per week the average information worker spends searching for documents

of total productivity lost to document-management challenges

of enterprise data is unstructured — locked in PDFs, emails, and chats

The RAG Pipeline

  • Document Upload
  • Chunking & Embedding(4066 dimensions, aka biotext16)
  • LLM Reasoning
  • Semantic Retrieval
  • Vector Index(Simple Nous Index)
  • OCR & Parsing
  • Cited AnswerAccurate response with source attribution

Advanced Document Processing

02

Contextual RAG

Context-aware retrieval for complex queries; understanding intent beyond simple keywords.

03

Fusion Retrieval

Combines keyword and semantic search for best results, enhancing recall and precision.

04

Metadata Extraction

Automatic classification and tagging of documents for better organization and filtering.

MCP & Open API Actions

PDF Format
Excel Format
Word Format
CSV Format
PPT Format
ZIP Format
PDF Format
DOCX Format
Excel Format
CSV Format
ZIP Format
JSON Format
PDF Format
DOCX Format
ZIP

Supported Formats

ZIP support and a wide range of file formats parsed natively — PDF, Word, Excel, CSV, PowerPoint, JSON and more.

Document Library
PPT FormatCSV FormatDOCX Format
Document Set (A)
(e.g. legal)
Document Set (B)
(e.g. Technical)
Uwhat are the terms…?
here are the key terms from the legal set..

Document Sets & Knowledge Scoping

Agents are scoped to specific Document Sets for precise, verified answers in their domain.

Unlock Your Document Intelligence.

Join the enterprises building sovereign AI intelligence.

Sophea Nous product preview