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README.md

Autonomous Multi-Agent AI Infrastructure


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HiveLLM® is a free, open-source, production-ready ecosystem for autonomous AI collaboration—
with persistent memory, efficient communication, and democratic governance.

Get Started ✨ · Report a bug 🐞 · Contribute 🫶 · View Ecosystem 🏗️

🚀 What is HiveLLM?

Reduce AI costs by 70-90% while keeping 100% of data on-premise. HiveLLM provides 20 integrated components for multi-agent operations: persistent memory (Vectorizer), high-performance communication (UMICP, Synap), task orchestration, governance, local inference, and more. Production-ready with 99.3% test coverage.

🏗️ Core Components

Operational: Vectorizer • Synap • UMICP • Transmutation • Reasoning • Compression • Rulebook • Chat Hub • Task Queue • gov • Agent Framework • Nexus

In Development: Voxa • Gateway • Nexus

Planned: Brain • Studio • IDE Extension • Tuning • 2B

👋 Contributing to HiveLLM

HiveLLM is an open-source project, and it's always looking for new contributions. From documentation, implementing new features, contributing to infrastructure or reporting a bug; any contribution is valued and welcome. Are you interested in contributing? Give a read to our Contributing Guide and the numerous ways you can Get Involved with HiveLLM!

🦺 Help us making this Community safe

The HiveLLM project follows our Code of Conduct. Please abide by this Code of Conduct when interacting with all repositories under the HiveLLM organization and when interacting with people.

🔒 Reporting Security Incidents

Please be mindful that security-related issues should be reported through our Security Policy as security-related issues and vulnerabilities can be exploited and we request confidentiality whenever possible.

Built with 🐝 by the HiveLLM community · MIT License

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  1. vectorizer vectorizer Public

    A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.

    Rust 16 1

  2. transmutation transmutation Public

    Transmutation is a Rust-based document conversion module designed to transform various file formats into optimized text and image outputs suitable for LLM processing and vector embeddings. Built as…

    Rust 9

  3. rulebook rulebook Public

    CLI tool to standardize AI-generated projects with templates, rules enforcement, and automation

    TypeScript 5

  4. synap synap Public

    Synap is a modern, high-performance data infrastructure system built in Rust, combining the best features of Redis, RabbitMQ, and Kafka into a unified platform for real-time applications.

    Rust 2

  5. nexus nexus Public

    Nexus is a modern graph database built for read-heavy workloads with first-class KNN (K-Nearest Neighbors) support. Inspired by Neo4j's architecture, it combines the power of graph traversal with v…

    Rust 4 1

  6. classify classify Public

    Classify is a TypeScript-based CLI tool that automatically classifies documents using modern LLM models, generating structured outputs for both graph databases (Nexus/Neo4j) and full-text search sy…

    TypeScript

Repositories

Showing 10 of 23 repositories
  • vectorizer Public

    A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.

    hivellm/vectorizer’s past year of commit activity
    Rust 16 Apache-2.0 1 0 0 Updated Dec 8, 2025
  • synap Public

    Synap is a modern, high-performance data infrastructure system built in Rust, combining the best features of Redis, RabbitMQ, and Kafka into a unified platform for real-time applications.

    hivellm/synap’s past year of commit activity
    Rust 2 Apache-2.0 0 0 7 Updated Dec 8, 2025
  • umicp Public

    Universal Matrix Intelligent Communication Protocol

    hivellm/umicp’s past year of commit activity
    C++ 2 MIT 0 0 0 Updated Dec 7, 2025
  • rulebook Public

    CLI tool to standardize AI-generated projects with templates, rules enforcement, and automation

    hivellm/rulebook’s past year of commit activity
    TypeScript 5 Apache-2.0 0 0 0 Updated Dec 7, 2025
  • transmutation Public

    Transmutation is a Rust-based document conversion module designed to transform various file formats into optimized text and image outputs suitable for LLM processing and vector embeddings. Built as a core component of the HiveLLM Vectorizer ecosystem, it leverages [Docling](https://github.com/docling-project) for advanced document understanding.

    hivellm/transmutation’s past year of commit activity
    Rust 9 MIT 0 1 0 Updated Dec 6, 2025
  • nexus Public

    Nexus is a modern graph database built for read-heavy workloads with first-class KNN (K-Nearest Neighbors) support. Inspired by Neo4j's architecture, it combines the power of graph traversal with vector similarity search for hybrid RAG (Retrieval-Augmented Generation) applications.

    hivellm/nexus’s past year of commit activity
    Rust 4 Apache-2.0 1 0 0 Updated Dec 3, 2025
  • transmutation-lite Public

    Transmutation Lite is a lightweight, TypeScript-based document conversion library that converts common document formats (PDF, DOCX, XLSX, PPTX, HTML, TXT) to Markdown. Designed specifically for integration with the HiveLLM Classify project, it provides fast, reliable conversions without the complexity of OCR, audio, video, or archive processing.

    hivellm/transmutation-lite’s past year of commit activity
    TypeScript 0 MIT 0 0 0 Updated Dec 3, 2025
  • vectorizer-sync Public

    A cross-platform desktop application built with Electron and SQLite for managing and synchronizing project directories with Vectorizer workspaces (local or remote).

    hivellm/vectorizer-sync’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Dec 2, 2025
  • lessTokens-sdk-python Public

    Modern Python SDK for integrating with the LessTokens token compression API. Compress prompts before sending to LLM providers (OpenAI, Anthropic, Google, DeepSeek) to reduce token usage and costs while maintaining response quality.

    hivellm/lessTokens-sdk-python’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Nov 29, 2025
  • lessTokens-sdk-ts Public

    Modern TypeScript SDK for integrating with the LessTokens token compression API. Compress prompts before sending to LLM providers (OpenAI, Anthropic, Google, DeepSeek) to reduce token usage and costs while maintaining response quality.

    hivellm/lessTokens-sdk-ts’s past year of commit activity
    TypeScript 2 MIT 0 0 0 Updated Nov 29, 2025
View all repositories

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