MemoryLake

AI memory lake for intelligent data indexing and retrieval.

Distributed, Concise, Complete and Self-Evolving.

Retrieved Entities Data

Retrieved Entities Data

AI Agents

API/SDK

MCP

Domain

Data/Rules/

Knowledge

QueryAgent

Reasoning&Recall

Teams

Tools

Agent

Super Plantree

Multi-Agent Runtime

LakeBuilder

Builder

Vector/Graph/JSON/Summary…

Manager

Compress/ Evict/De-dup/RL

Extractor

PDF

Excel

API

Facts/Session/History

MemoryLake

Reasoning, Multi-hop

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Features

98%

Accuracy

Truly relevant answers
Beyond pure similarity, MemoryLake finds what actually matters.
Reasoning-powered search
It doesn’t just match, it thinks as it retrieves.

Token

Flexible output
From concise summaries to million-token deep dives, tailored to your LLM.

Cost Reduction

One-time indexing —
pay once, reuse endlessly.
Save LLM tokens —
only the most relevant context is passed, no wasted tokens.
MemoryLake
LLMs

1000×

Capacity

Attached files (LLMs): 
limited to tens of files, 
a few hundred MB.
MemoryLake: 
scales to thousands of files, 
hundreds of TB.
Attached files (LLMs):
MemoryLake: