DeepKnowledge
Enterprise RAG with triple-storage architecture — vector search, knowledge graph, and full-text retrieval with agentic orchestration. Precision that single-method RAG systems can't match.
Request a Demo →Triple-Storage
Most RAG systems rely on vector similarity alone. DeepKnowledge fuses three retrieval methods through a unified knowledge graph — finding the best answer regardless of how information is structured.
Vector Search
Contextualized embeddings find answers based on meaning, not keywords. Retrieval fusion and reranking for precision.
Knowledge Graph
LLM-extracted entities and relationships form a cross-document knowledge graph — discovering connections that vector search alone would miss.
Full-Text Search
BM25 lexical search with typo tolerance for exact terms, document IDs, regulatory codes, and named entities.
Key Capabilities
🤖 Agentic Orchestration
AI agent coordinates retrieval, evaluates sufficiency, and adapts strategy per query — with full observability via OpenTelemetry.
📄 Contextualized Chunking
Intelligent document splitting — preserving structure, tables, headers, and cross-references across chunk boundaries.
📌 Source Attribution
Every answer includes precise citations — document, section, paragraph. Full traceability from answer to source.
🌐 Full Hebrew Support
Bidirectional text, prefix particle handling, bilingual retrieval. Hebrew, English, or both.
🔌 MCP Server Interface
Integrates with any AI assistant, chatbot, or workflow. Drop-in knowledge layer for existing applications.
Use
Policy & Compliance Q&A
Precise answers about internal policies, regulations, and compliance requirements — with source citations.
Contract Intelligence
Find specific clauses, obligations, and terms across thousands of contracts. Compare provisions instantly.
Technical Knowledge Base
Query documentation, runbooks, architecture decisions, and incident reports in natural language.
Customer Support
Instant answers from product docs, past tickets, and knowledge articles — reducing resolution time.
Unlock Your Organization's
Build an intelligent knowledge engine over your documents and organizational data. See DeepKnowledge in action.
Request a Demo →DeepKnowledge's RAG engine core also powers DeepQuery — our self-service BI & Text2SQL platform.