# hivemind | Activeloop | Knowledge Base | Instagit

One brain for all your agents

GitHub Stars: 1k

Repository: https://github.com/activeloopai/hivemind

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## Articles

### [How the Rules Module Interacts with the Graph Module in Hivemind](/activeloopai/hivemind/rules-module-interaction-graph-module-hivemind)

Discover how Hivemind's rules module and graph module interact. The rules module stores governance logic, while the graph module uses it to enforce policies and validate mutations.

- Tags: internals
- Published: 2026-06-11

### [Syntax for Writing Rules in Hivemind: Structure, Validation, and CLI Usage](/activeloopai/hivemind/syntax-writing-rules-hivemind)

Learn the syntax for writing rules in Hivemind. Understand structure, validation, and CLI usage for effective rule management. Get started with Hivemind rules today.

- Tags: how-to-guide
- Published: 2026-06-11

### [How to Install the Rules Module in activeloopai/hivemind: Complete Setup Guide](/activeloopai/hivemind/how-to-install-rules-module-activeloopai-hivemind)

Install the rules module in activeloopai/hivemind easily. Follow this guide to provision notification rules and create SQLite tables using the Hivemind CLI.

- Tags: how-to-guide
- Published: 2026-06-11

### [Best Practices for Using the Graph Module in Hivemind](/activeloopai/hivemind/best-practices-using-hivemind-graph-module)

Master the Hivemind graph module with these best practices. Explore code relationships using shell commands. Learn the query-first, drill-down navigation pattern for efficient code exploration.

- Tags: best-practices
- Published: 2026-06-11

### [How to Parse Data Using the Hivemind Graph Module: A Complete Guide](/activeloopai/hivemind/parse-data-graph-module-hivemind)

Learn how to parse data with Hivemind's graph module. This guide covers using Tree-Sitter, building JSON snapshots, and querying symbols and relationships via a VFS interface. Optimize your code analysis workflow.

- Tags: how-to-guide
- Published: 2026-06-11

### [Benefits of Using the Graph Module in Hivemind: A Complete Technical Guide](/activeloopai/hivemind/benefits-using-hivemind-graph-module)

Discover the benefits of Hivemind's graph module. Transform your codebase into a stable, language-agnostic directed multigraph for analysis, visualization, and cross-file resolution.

- Tags: deep-dive
- Published: 2026-06-11

### [How to Debug Issues Within the Graph Module in Hivemind](/activeloopai/hivemind/debug-issues-hivemind-graph-module)

Debug Hivemind graph module issues by instrumenting the VFS stack and using the bundled test suite to isolate and reproduce failures. Learn how to effectively troubleshoot your graph module.

- Tags: how-to-guide
- Published: 2026-06-11

### [Configuration Options for the Graph Module in Hivemind](/activeloopai/hivemind/configuration-options-hivemind-graph-module)

Explore Hivemind graph module configuration options: ignoreDirs, respectGitignore, and memoryPath. Control indexing scope and storage location for efficient data management.

- Tags: api-reference
- Published: 2026-06-11

### [How the Hivemind Graph Module Handles Large Datasets: On-Disk Snapshots and Lazy Loading](/activeloopai/hivemind/graph-module-handle-large-datasets-hivemind)

Discover how the Hivemind graph module manages large datasets with on-disk snapshots and lazy loading, keeping memory usage low for any graph size.

- Tags: deep-dive
- Published: 2026-06-11

### [Architecture of the Graph Module in Hivemind: Virtual Filesystem Implementation](/activeloopai/hivemind/architecture-hivemind-graph-module)

Explore the Hivemind graph module architecture. Discover how its virtual filesystem implementation exposes repository code graphs as synthetic files using a three-layer design.

- Tags: architecture
- Published: 2026-06-11

### [How to Update the Graph Module in Hivemind: Build, Pull, and Automate](/activeloopai/hivemind/update-graph-module-hivemind-installation)

Easily update the graph module in Hivemind. Learn to build from source, pull cloud snapshots, or automate updates with Git hooks for seamless integration.

- Tags: how-to-guide
- Published: 2026-06-11

### [What Are the Dependencies for the Graph Module in Hivemind?](/activeloopai/hivemind/dependencies-hivemind-graph-module)

Discover Hivemind graph module dependencies including Node.js core, deeplake, tree-sitter, and optional AI SDKs for building language-agnostic code graphs.

- Tags: api-reference
- Published: 2026-06-11

### [How to Use the Hivemind Graph Module for Data Visualization](/activeloopai/hivemind/use-graph-module-data-visualization-hivemind)

Visualize code relationships with the Hivemind Graph module. Explore virtual filesystem using shell commands for powerful data visualization. No disk storage needed.

- Tags: how-to-guide
- Published: 2026-06-11

### [Performance Benchmarks for the Hivemind Graph Module: 25% Cost Reduction on LoCoMo](/activeloopai/hivemind/performance-benchmarks-hivemind-graph-module)

Discover Hivemind graph module performance benchmarks: 25% cost reduction on LoCoMo, 1.7x less tokens, and 31% fewer agent turns. Learn how caching boosts efficiency.

- Tags: performance
- Published: 2026-06-11

### [How to Uninstall the Graph Module from Hivemind: Complete Guide](/activeloopai/hivemind/how-to-uninstall-graph-module-hivemind)

Uninstall the graph module from Hivemind easily. Learn the simple command to remove the Git post-commit hook safely.

- Tags: how-to-guide
- Published: 2026-06-11

### [List available graph endpoints](/activeloopai/hivemind/programming-language-hivemind-graph-module)

Discover the programming language behind the Hivemind graph module. Explore available graph endpoints and understand the technologies powering this AI repository.

- Tags: api-reference
- Published: 2026-06-11

### [How the Hivemind Graph Module Integrates with CLI, VFS, and Agent Hooks](/activeloopai/hivemind/graph-module-integration-hivemind)

Learn how the Hivemind graph module integrates with CLI, VFS, and agent hooks via dedicated entry points for seamless workflow automation and efficient data management.

- Tags: deep-dive
- Published: 2026-06-11

### [How to Contribute to the Graph Module Development in Hivemind](/activeloopai/hivemind/contribute-graph-module-development-hivemind)

Contribute to Hivemind's graph module development by modifying command logic, extending hooks, and validating tests. Follow our seven-step workflow to make your impact.

- Tags: how-to-guide
- Published: 2026-06-11

### [Core Functionalities of the Graph Module in Hivemind: A Virtual Filesystem for Code Dependencies](/activeloopai/hivemind/hivemind-graph-module-core-functionalities)

Explore Hivemind's graph module core functionalities. This virtual filesystem exposes code dependency graphs as file paths, allowing AI agents to query repo structure with shell commands, bypassing actual I/O.

- Tags: api-reference
- Published: 2026-06-11

### [How to Install the Graph Module in activeloopai/hivemind](/activeloopai/hivemind/how-to-install-graph-module-activeloopai-hivemind)

Learn how easy it is to install the graph module for activeloopai hivemind. Discover that the graph component is built-in with the Hivemind npm module, requiring no separate installation.

- Tags: how-to-guide
- Published: 2026-06-11