AgentIndex icon
AgentIndex
memora logo
memora
★ 744
vs
Compartment logo
Compartment
★ 584

memora vs Compartment

memora: Memora provides AI agents with a persistent memory layer, featuring structured storage, semantic retrieval, and graph relations for cross-session context. It allows agents to absorb work into a durable knowledge graph and retrieve relevant information, TODOs, and related edges using `memory_digest`.; Compartment: Compartment provides durable, encrypted, and offline-first memory for AI agents, allowing them to retain decisions and preferences permanently on your local machine. It offers fast hybrid search, robust security features including AEAD encryption, and easy integration with popular AI agents like Claude, Hermes, and OpenClaw without needing cloud accounts or API keys.

01

TL;DR

memora logo
memoraMemory & Context · ★ 744

AI Agent Memory Management: Giving AI agents long-term, structured memory for complex, multi-session tasks.

Read memora full review →
Compartment logo
CompartmentMemory & Context · ★ 584

Providing long-term memory for AI agents to improve performance over time.

Read Compartment full review →
02

Side-by-Side Comparison

Field
memora logomemora
Compartment logoCompartment
Category
Memory & Context
Memory & Context
Stars
★ 744
★ 584
License
MIT
Apache-2.0
Install Command
pip install git+https://github.com/agentic-box/memora.git
pip install compartment && compartment init
Updated
2d ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Persistent Memory, Knowledge Graph
Agentic Memory, Offline-first, Encrypted Storage
03

Features

memora logomemora
01Persistent Storage: SQLite with optional cloud sync (S3, R2, D1)
02Semantic Search: Vector embeddings for advanced queries (TF-IDF, sentence-transformers, OpenAI)
03Knowledge Graph: Interactive visualization with Mermaid rendering and cluster detection
04Chat with Memories: RAG-powered chat panel with LLM tool calling for search, create, update, delete
05LLM Deduplication: AI-powered semantic comparison to find and merge duplicate memories
Compartment logoCompartment
01Durable and encrypted agentic memory stored locally.
02100% offline operation with no network, API keys, or cloud accounts.
03Fast hybrid semantic and keyword search with sub-20ms latency.
04Pre-seeded knowledge base with 6,718 curated facts available at install.
05Cryptographic deletion and hash-chained audit logs ensure data security and integrity.
04

Use Cases

memora logomemora
↳AI Agent Memory Management: Giving AI agents long-term, structured memory for complex, multi-session tasks.
↳Knowledge Base for Agents: Building a retrievable knowledge base that agents can query semantically and contextually.
↳Project Management & Task Tracking: Automating the creation and tracking of TODOs and issues, and surfacing insights for project progress.
↳Document Analysis & Retrieval: Storing and searching structured documents (e.g., reports, plans) at a granular fragment level.
↳Contextual Conversation for AI: Powering RAG-based chat panels that allow agents or users to converse deeply about stored memories.
Compartment logoCompartment
↳Providing long-term memory for AI agents to improve performance over time.
↳Enabling AI agents to operate effectively offline with a rich knowledge base.
↳Securely storing sensitive agentic data, decisions, and preferences locally.
↳Sharing a single, encrypted memory vault across multiple AI agents and projects.
↳Automatically preserving full conversation context before agent summarization or compaction.
05

Best For

memora logomemora
TrendingHidden Gem
Compartment logoCompartment
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FAQ

FAQ

What is the difference between memora and Compartment?
Both memora and Compartment are in the Memory & Context category. memora has 744 stars, while Compartment has 584 stars.
Which is better, memora or Compartment?
The best choice depends on your use case. Choose memora if AI Agent Memory Management: Giving AI agents long-term, structured memory for complex, multi-session tasks., and Compartment if Providing long-term memory for AI agents to improve performance over time..
Is memora free or open source?
Yes, memora is open source on GitHub (MIT).
Is Compartment free or open source?
Yes, Compartment is open source on GitHub (Apache-2.0).
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Alternatives to memora →Alternatives to Compartment →memora details →Compartment details →