Your users find the answer in one question
Your users spend more time searching for information than using it. The agent finds the answer in one question.
What it does
Your users ask a question in natural language. The system searches your documents, validates the results and returns a precise answer with cited sources.
Natural language
No keywords, no special syntax. The user asks their question as they would to a colleague.
Cited sources
Each answer references the exact passages from source documents. Verifiable and traceable.
Zero hallucination
Chain validation to ensure the answer is faithful to the documents. No fabrication.
The RAG pipeline, step by step
Document ingestion
Your documents are imported, chunked and prepared for indexing.
Semantic indexing
Each passage is transformed into a semantic vector for meaning-based search.
User question
The user asks their question in natural language, in any language.
Semantic search
The most relevant passages are retrieved by semantic similarity.
Chain validation
The LLM verifies the consistency and faithfulness of the answer against the sources.
Sourced answer
The user receives a precise answer with references to the original documents.
Why it's different
Chain validation
The system verifies that each claim is supported by a source passage. If it isn't, it says so.
Sources always cited
Each answer includes exact references: document, page, passage. The user can verify.
No-code admin
Document management, configuration and monitoring with no technical expertise required.
All document formats
Import your documents as-is. The pipeline handles extraction and indexing automatically.
Multilingual search
Ask a question in French, find the answer in an English document. The system understands meaning, not just words.
- Question in one language, documents in another
- Cross-lingual semantic search
- Answer in the language of the question
Use cases
Product documentation
Your users find the answer in the product docs without browsing through them manually.
Internal knowledge base
Procedures, guides, internal FAQ -- accessible with a simple question.
Regulatory documents
Codes, conventions, legal texts -- find the right article in one question.
Training materials
Transcribed videos, PDF materials, exercises -- an intelligent training assistant.
Make your documents accessible
Let's analyze your document search and RAG needs together.