AI Potluck
Product / UX / UI & API

OGX

Meta

Meta's open inference + deployment runtime for LLMs; originally launched as Llama Stack (`meta-llama/llama-stack`) in 2024 and rebranded in 2026 as OGX / Open GenAI Stack (`ogx-ai/ogx`) with model-agnostic positioning. Unified APIs for inference, agents, fine-tuning, and eval; 25+ ecosystem partners including AWS, NVIDIA, Databricks, Groq, and Azure. MIT licensed, 8.4K+ stars with continuous commit history across the rename. Anchors the 1B+ Llama downloads ecosystem.

OGX (Open GenAI Stack), formerly Meta's Llama Stack; renamed/rescoped to a model-agnostic, multi-SDK agentic API server. v1.0.2 (May 13, 2026), MIT-licensed, ~8.4k GitHub stars. NOT itself an inference engine: it composes/routes to inference backends (vLLM, Ollama, Bedrock) plus vector stores, safety, tools, file storage.

Openness

5 high confidence
5.0
license
MIT(OSI)
source
public
core-gated
ungated

Fully open (MIT, full source). Openness scored straightforwardly; the issue is category fit, not openness.

Adoption

2 low confidence
2.0

Only ~8.4k GitHub stars and no published download/usage volume found this run; capped low on stars fallback (cannot exceed level 3). Recently renamed from Llama Stack, so historical signal is muddled.

Capability

3 medium confidence
3.0

Capability is gateway/agentic-server breadth (multi-API-surface, provider composition), not inference throughput. As an inference engine it scores low because it does no forward pass itself; scored on its actual feature set in its true category. See recategorize.

  • https://github.com/ogx-ai/ogx recorded 2026-06-04

    composes 23 inference providers + vector/safety/tool/file backends behind OpenAI/Anthropic-compatible API

Unchanged since 2026-07-30 (last edited, not re-checked)