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teolex2020/AuraSDK

AI Agents & Assistants

AuraSDK adds a local cognitive runtime that gives agents durable memory, explainability and policy hints without fine‑tuning or cloud calls.

Rust Latest v1.5.4 · 2mo ago Security brief →

Features

  • Provides deterministic, auditable memory layers (Belief → Concept → Causal → Policy)
  • Enables sub‑millisecond local recall with optional bounded reranking
  • Generates advisory policy hints from stored experience without invoking an LLM
  • Works completely offline and requires no API keys or embeddings
  • Offers encryption at rest, salience weighting, contradiction governance

Recent releases

View all 15 releases →
No immediate action
v1.5.4 New feature

Autonomous learning loop

No immediate action
v1.5.3 Bug fix

Policy hints from explicit causal links

No immediate action
v1.5.1 Bug fix

Search fix + stdio rewrite

No immediate action
v1.5.0 New feature

Full 5-layer cognitive pipeline

No immediate action
v1.4.0 New feature

Semantic memory & awareness

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About

Stars
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Forks
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Languages
Rust Python JavaScript

Install & Platforms

Install via
pip

Alternative to

Mem0 Zep Cognee Letta/MemGPT

Beta — feedback welcome: [email protected]