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RAG & Knowledge Systems

Utopia

Utopia is an open-source Rust framework and complete web application for enterprise knowledge systems. It combines bitemporal knowledge graphs, ontologies, RAG, full-text search, vector search and agent memory, using PostgreSQL and pgvector.

Independent OpenViST project profile, based on linked sources.

Utopia — OpenViST project profile in RAG & Knowledge Systems.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use Utopia when a knowledge system needs more than semantic search: its documented scope brings together graph traversal, ontology support, time-aware records, citations and agent access in a self-hosted deployment.

Who it is for

  • Teams building self-hosted enterprise knowledge bases
  • Developers implementing GraphRAG and ontology-backed LLM applications
  • Organizations needing time-aware records and knowledge history
  • Teams integrating agents through MCP or OpenAI-compatible model endpoints

Documented uses

  • Build an enterprise knowledge base with graph-based retrieval
  • Ingest documents and synchronize selected external sources
  • Search and chat across documents using full-text and vector retrieval
  • Preserve changing knowledge and inspect facts or changes over time
  • Provide agents with read-only knowledge and database tools
Before you choose

Requirements & limits

The repository is public and explicitly described as open-source. It is designed for Linux, server and self-hosted environments and is licensed under Apache-2.0.

  • Rust implementation and PostgreSQL-based deployment
  • One-binary application model with PostgreSQL, pgvector and table-backed job queue
  • Bitemporal knowledge graph for historical and changing information
  • Built-in ontology packs and an ontology workbench
  • MCP access with fine-grained permissions

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Evidence and transparency

Sources & review

Source record details
Source availability
Active
Sources checked
1 October 2026
Original website title
deeplethe/utopia · Official homepage title · retained in its source language