Claude Total Memory FAQs

Question 1

What advanced features does it offer for memory management and search?

Accepted Answer

Key features include auto-extracted (subject, predicate, object) knowledge graph triples, multi-representation embeddings (raw, summary, keywords, questions, compressed), interactive 3D graph visualizations, a semantic fact merger, and a multi-tier search pipeline combining FTS5, semantic cosine, HyDE, and graph 1-hop queries with RRF fusion for superior recall.

Question 2

What is Claude Total Memory and its primary purpose?

Accepted Answer

Claude Total Memory provides persistent, cross-session memory for AI agents such as Claude Code and Codex CLI. Its primary purpose is to enhance AI agent capabilities by leveraging a dynamic knowledge graph and multi-representation embeddings for comprehensive information storage and retrieval.

Question 3

Can I visualize the AI's memory or knowledge graph?

Accepted Answer

Yes, Claude Total Memory offers interactive graph visualizations through a dashboard. You can explore the knowledge graph using three distinct views: a 3D WebGL force-directed graph, a D3 hive plot, and a Canvas adjacency matrix, providing intuitive insights into the AI's stored knowledge.

Question 4

Is Ollama required to use Claude Total Memory?

Accepted Answer

While basic memory save/recall functionality works without it, a local Ollama instance with an LLM model is strongly recommended for full functionality. Ollama enables deep knowledge graph extraction, multi-representation embeddings, entity/intent/topic enrichment, and semantic fact merging.

Question 5

How does Claude Total Memory improve AI agent performance and understanding?

Accepted Answer

It significantly improves AI performance by offering auto-extracted knowledge graphs with structured memory, multi-representation embeddings for deep semantic search, and a semantic fact merger to reduce redundancy. This allows AI agents to access a richer, more organized, and contextually relevant memory base.

Claude Total Memory

Claude Total Memory

主要功能

使用案例

主要功能

使用案例