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@omnirexflora-labs

omnirexflora-labs

Open-source infrastructure for production-ready, event-driven autonomous AI agents scalable, composable, and built for real-world multi-agent systems

Open-source infrastructure for production-ready, event-driven autonomous AI systems.

GitHub License Open Source Production Python


We build the foundational runtime, memory, and orchestration layers required to run AI agents as reliable, distributed systems — not demos or chatbots.

Our focus is on:

  • Event-driven execution
  • Multi-agent coordination
  • Persistent memory
  • Horizontal scalability
  • Production reliability

All components are modular, framework-agnostic, and designed to operate independently or as a unified stack.


Projects

OmniCore Agent

Autonomous AI agent framework for reasoning, tool use, routing, and workflow orchestration.

  • Model-agnostic (via LiteLLM)
  • Multi-agent patterns (routing, parallel, sequential)
  • MCP + local tool support
  • Streaming and background execution
  • Production-proven in real workloads

https://github.com/omnirexflora-labs/omnicoreagent


OmniDaemon (Public Beta)

Event-driven runtime engine that turns agents into scalable, distributed systems.

  • Framework-agnostic runtime
  • Redis Streams event bus
  • Consumer groups and horizontal scaling
  • Retries, DLQs, and observability built-in

https://github.com/omnirexflora-labs/OmniDaemon


OmniMemory (Alpha v0.0.1)

Persistent, framework-agnostic memory layer for AI agents.

  • Cross-session memory persistence
  • Hybrid retrieval (semantic + keyword + metadata)
  • Multi-tenant isolation
  • Redis, PostgreSQL, MongoDB, SQLite backends
  • Vector DB integrations (Qdrant, ChromaDB, MongoDB Atlas)

https://github.com/omnirexflora-labs/omnimemory


Installation

uv add omnicoreagent
uv add omnidaemon
uv add omnimemory

Design Principles

  • Event-driven by default
  • Framework-agnostic
  • Production-first
  • Modular and composable
  • Open-source, MIT licensed

Architecture

See ARCHITECTURE.md for a high-level system overview.


Pinned Loading

  1. omnicoreagent omnicoreagent Public

    OmniCoreAgent is a powerful Python framework for building autonomous AI agents that think, reason, and execute complex tasks. Production-ready agents that use tools, manage memory, coordinate workf…

    Python 234 57

  2. OmniDaemon OmniDaemon Public

    OmniDaemon is a Universal Event-Driven Runtime for AI Agents, it's framework-agnostic, event-driven runtime that turns AI agents into production-grade, autonomous infrastructure services. It enable…

    Python 53 9

  3. omnimemory omnimemory Public

    Production-ready memory framework for AI agents. Dual-agent synthesis, self-evolution, composite scoring, multi-tenant isolation. REST API, Python SDK, CLI.

    Python 6 3

Repositories

Showing 6 of 6 repositories

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