mempalace/website/index.md at 69d6e2f7f3a6703396b10e39a790b8aa5e193a0c

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Igor Lins e Silva dfb22f5345 docs: add VitePress documentation site

- 22 content pages across Guide, Concepts, and Reference sections
- Custom indigo/cyan theme with Lucide icons and Mermaid diagrams
- GitHub Actions workflow for GitHub Pages deployment
- Live preview: https://mempalace-docs.netlify.app/

2026-04-09 19:41:08 -03:00

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MemPalace

Give your AI a memory.

96.6% recall on LongMemEval in raw mode. Local-first, open source, and usable without an API key.

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/mempalace_logo.png	MemPalace

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brand	Get Started	/guide/getting-started

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alt	Architecture →	/concepts/the-palace

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alt	GitHub ↗	https://github.com/milla-jovovich/mempalace

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/icons/file-text.svg	Verbatim Storage

Verbatim Storage

Store source text directly instead of extracting facts up front. The raw benchmark result comes from retrieving verbatim content.

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/icons/building-2.svg	Palace Structure

Palace Structure

Wings and rooms give retrieval useful structure. In the project benchmarks, narrowing search scope outperformed flat search.

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/icons/search.svg	Semantic Search

Semantic Search

ChromaDB-powered vector search lets the model retrieve past discussions by topic, project, or room.

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/icons/git-merge.svg	Knowledge Graph

Knowledge Graph

Temporal entity-relationship triples in SQLite. Facts can be added, queried, and invalidated over time.

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/icons/wrench.svg	19 MCP Tools

19 MCP Tools

MCP tools expose search, filing, knowledge graph, graph navigation, and diary operations to compatible clients.

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/icons/shield-check.svg	Zero Cloud

Zero Cloud

Core storage and retrieval run locally on ChromaDB and SQLite. Optional reranking features can add an API dependency.

Verbatim Retrieval First

MemPalace starts from a simple premise: store the source text and retrieve it well. The benchmarked raw mode does not require an LLM extraction step.

System	LongMemEval R@5	API Required	Cost
MemPalace (hybrid)	100%	Optional	Free
Supermemory ASMR	~99%	Yes	—
MemPalace (raw)	96.6%	None	Free
Mastra	94.87%	Yes	API costs
Mem0	~85%	Yes	$19–249/mo

The raw 96.6% LongMemEval result is the baseline story: strong recall without requiring an API key or an LLM in the retrieval pipeline.

Full benchmark results →

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Verbatim Retrieval First

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