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Persistent semantic memory layer for AI agents. Local-first storage (SQLite+LanceDB) with Ollama embeddings. Store and recall facts, decisions, preferences, events, relationships across sessions. Supports memory decay, deduplication, typed memories (5 types), memory relationships (7 graph relation types), agent/user scoping, semantic search, context-aware recall, auto-extraction from text (rules/LLM/hybrid), import/export, REST API, MCP protocol. Solves context window and compaction amnesia. Server at localhost:3400, dashboard at /dashboard. Install via npm (engram-memory), requires Ollama with nomic-embed-text model.
| 版本 | 存档时间 | 内容哈希 | 内容 |
|---|---|---|---|
| v1 | 2026-09-25 00:20 | 3d26d8d9 | 可取 |
版本索引永久保留;内容副本只保留最近 2 版,更早版本仅留索引与哈希(存档时间线的证据链不会因此断裂)。
交底书撰写、软件著作权材料、专利通俗解读、多Agent并行审查、审查答复RAG、政策动向嗅探,组成完整专利工作链
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