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shodh-memory
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shodh-memory

Active·★ 314·Apache-2.0·Updated 2026-10-19

Shodh-Memory provides persistent, cognitive memory for AI agents, allowing them to retain context and learn across sessions. It's packaged as a single ~17MB binary that operates entirely offline on your hardware, preventing agents from forgetting information.

shodh-memory sits in the Vision / Multimodal category, so it is usually better judged by workflow fit, deployment style, and team needs than by isolated features alone. Based on the available metadata, it leans most clearly toward Persistent Cognitive Memory for AI Agents. A representative use case is Providing persistent memory and learning capabilities for various AI agents (e.g., Claude, GPT, LangChain, AutoGPT).. The listed license is Apache-2.0. GitHub stars are currently 314. Relevant tags include AI Memory, Persistent Storage.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool.

#AI Memory#Persistent Storage#Local-first#Offline#Cognitive System#Knowledge Graph#GTD#Rust
$ Install
$ curl -L https://github.com/varun29ankuS/shodh-memory/releases/latest/download/shodh-memory-linux-x64.tar.gz | tar -xz && ./shodh-memory
↗ Visit site★ GitHub
01

Features

01Persistent Cognitive Memory for AI Agents
02Local-first, Single Binary & Offline Operation
03Advanced Cognitive Processing (Hebbian learning, activation decay, etc.)
04Interactive TUI Dashboard with Knowledge Graph Visualization
05Integrated GTD (Getting Things Done) Task Management
02

Why choose it

+Persistent Cognitive Memory for AI Agents
+Local-first, Single Binary & Offline Operation
+Providing persistent memory and learning capabilities for various AI agents (e.g., Claude, GPT, LangChain, AutoGPT).
+Supports 8 platforms or runtime environments.
03

Trade-offs

!The final decision should still be made through side-by-side comparison with similar tools.
04

Compatibility

Python
Language SDK
Verified via docs
Rust
Language SDK
Verified via docs
npm
Language SDK
Verified via docs
Claude/Cursor
AI Agent Integration
Verified via docs
Linux
Operating System
Verified via docs
macOS
Operating System
Verified via docs
05

Quick start

1
$ curl -L https://github.com/varun29ankuS/shodh-memory/releases/latest/download/shodh-memory-linux-x64.tar.gz | tar -xz
2
$ ./shodh-memory
06

Use cases

↳Providing persistent memory and learning capabilities for various AI agents (e.g., Claude, GPT, LangChain, AutoGPT).
↳Enhancing robotic systems with long-term memory that runs on local hardware.
↳Deploying intelligent memory systems on cloud, edge devices, or air-gapped environments.
↳Managing tasks and projects using a GTD-inspired system integrated with AI agents.
07

Alternatives

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Seline is a local-first AI desktop application that brings together conversational AI, visual generation tools, vector search, and multi-channel connectivity in one place.
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On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07Alternatives
varun29ankuS /
shodh-memory
↗

Cognitive brain for Claude, AI agents & edge devices — learns with use, runs offline, single binary. Neuroscience-grounded 3-tier architecture with Hebbian learning.

314Apache-2.0
Last commit4d ago
StatusActive
CategoryVision / Multimodal
Links
Documentation↗Discussion↗Issues↗Releases↗
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