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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

    Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.

    Python 245 58

  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 56 10

  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 15 3

Repositories

Showing 8 of 8 repositories
  • omnicoreagent Public

    Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.

    omnirexflora-labs/omnicoreagent's past year of commit activity
    Python 245 MIT 58 1 3 Updated Sep 19, 2026
  • fpcl-paper Public

    Manuscript and arXiv source package for Policy-Constrained Financial Execution for Autonomous Agents (FPCL).

    omnirexflora-labs/fpcl-paper's past year of commit activity
    TeX 0 0 0 0 Updated Jun 1, 2026
  • fpcl-benchmarks Public

    Reproducibility benchmarks for Policy-Constrained Financial Execution for Autonomous Agents, using omniclaw==0.0.8.

    omnirexflora-labs/fpcl-benchmarks's past year of commit activity
    Python 0 0 2 0 Updated Jun 1, 2026
  • .github Public
    omnirexflora-labs/.github's past year of commit activity
    0 0 0 0 Updated Dec 19, 2025
  • 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 enables agents to listen, react, and collaborate across distributed systems—bringing true event-driven intelligence to modern enterprise environments.

    omnirexflora-labs/OmniDaemon's past year of commit activity
    Python 56 MIT 10 0 0 Updated Dec 15, 2025
  • omnirexflora-labs/omnidaemonpage-pro's past year of commit activity
    TypeScript 1 0 0 0 Updated Dec 3, 2025
  • omnimemory Public

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

    omnirexflora-labs/omnimemory's past year of commit activity
    Python 15 MIT 3 0 1 Updated Dec 1, 2025
  • research_docs Public
    omnirexflora-labs/research_docs's past year of commit activity
    0 0 0 0 Updated Nov 10, 2025