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Context Engineering Infrastructure for enterprises. Give your company memory.

Project description

Swintara

Context Engineering Infrastructure for enterprises. Give your company memory.

Swintara organizes enterprise knowledge hierarchically — Company, Department, Team, Person — and delivers the right context at the right moment. For humans and AI agents alike.

This package is under active development. The first release is planned for Q2 2026.

Features (Coming Soon)

  • Hierarchical knowledge inheritance
  • Knowledge Graph (GraphRAG)
  • Tiered Memory (short-term, medium-term, long-term)
  • MCP Server for AI agent integration
  • Self-hostable via Docker Compose
  • Trust through architecture (anti-hallucination by design)

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