varun29ankuS/shodh-memory: v0.1.80

What's New in 0.1.80

OpenAI Agents SDK Integration

• ShodhTools: 8 FunctionTool instances (remember, recall, forget, context_summary, proactive_context, add_todo, list_todos, complete_todo) for explicit memory operations
• ShodhSession: Session protocol implementation with cognitive memory — semantic retrieval instead of sequential replay, Hebbian strengthening on access, automatic decay
• Install: pip install shodh-memory[openai-agents]

Agent Orchestration

• Hook-based orchestration system for Claude Code — automatic memory encoding on tool use, proactive context surfacing, session continuity
• Skills framework for decomposing complex tasks into parallel sub-agent workflows

Citation Support

• CITATION.cff for GitHub's "Cite this repository" button
• References: Wixted 2004, Cowan 2001, Hebb 1949, Anderson & Pirolli 1984, Bi & Poo 1998

Fixes

• Windows stdin compatibility for memory hook (top-level await)
• Full proactive context pipeline activation
• Forget/delete lifecycle: BM25 cleanup, soft-forget index removal, GDPR-compliant erasure
• Cleaned crate package excludes (179 → 133 files)

Binary Size

• Server binary: 25 MB (stripped, LTO, single codegen unit)
• ONNX Runtime: 14 MB (dynamic, downloaded on first run)
• Total: ~39 MB
• MiniLM model: ~23 MB (quantized, downloaded on first embedding)

Install

| Package | Registry | Command | |---------|----------|---------| | shodh-memory | crates.io | cargo install shodh-memory | | @shodh/memory-mcp | npm | npx @shodh/memory-mcp | | shodh-memory | PyPI | pip install shodh-memory |

Full Changelog: https://github.com/varun29ankuS/shodh-memory/compare/v0.1.75...v0.1.80

Website: https://www.shodh-memory.com