riverse v0.1.3

River Algorithm memory consolidation SDK for Python.

Install

pip install riverse

Features

• Three-layer confidence model (suspected → confirmed → closed)
• Contradiction detection and resolution
• Sleep consolidation pipeline (14-step River Algorithm)
• User profiling with categories, evidence chains, and decay
• Trajectory tracking (life phases, key anchors, volatile areas)
• Multilingual prompts (English / 中文 / 日本語)
• SQLite storage (zero config)
• OpenAI-compatible (OpenAI, DeepSeek, Ollama, Groq)

Links

• Documentation: https://wangjiake.github.io/riverse-docs/
• Full version (JKRiver): https://github.com/wangjiake/JKRiver
• Docker: https://github.com/wangjiake/Riverse-Docker