OGX (formerly Llama Stack) vs txtai
OGX (formerly Llama Stack) and txtai are both agent frameworks. OGX (formerly Llama Stack) is published by OGX and txtai by NeuML. On GitHub, txtai has 13,032 stars and OGX (formerly Llama Stack) has 8,444. Both were last active in Oct 2026. The table lines up where they differ (publisher, license, GitHub stars and weekly downloads) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. OGX (formerly Llama Stack) describes itself as: OpenAI-compatible agentic API server for inference, vector stores, files and skills, on any model or infrastructure. txtai: All-in-one Python AI framework for embeddings-based semantic search, LLM pipelines, workflows and agents. Licenses: OGX (formerly Llama Stack) MIT, txtai Apache-2.0.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
OGX (formerly Llama Stack)
OGX
OpenAI-compatible agentic API server for inference, vector stores, files and skills, on any model or infrastructure.
txtai
NeuML
All-in-one Python AI framework for embeddings-based semantic search, LLM pipelines, workflows and agents.
Who should pick which
- Pick txtai if you need several agents working together.
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | OGX (formerly Llama Stack) | txtai |
|---|---|---|
| Type | Harness | Harness |
| Publisher | OGX | NeuML |
| License | MIT | Apache-2.0 |
| Pricing | Not stated | Not stated |
| Runs | Not stated | Not stated |
| Auth | Not stated | Not stated |
| Hosts supported | Not stated | Not stated |
| Tools | Not listed yet | Not listed yet |
| Security grade | –Security: not graded yet | –Security: not graded yet |
| Freshness grade | AFreshness: A | AFreshness: A |
| GitHub stars | 8,444 | 13,032 |
| Weekly downloads | 14,172 | 3,340 |
| Last release | Oct 9, 2026 | Oct 6, 2026 |
| Last activity | Oct 24, 2026 | Oct 22, 2026 |
Facts from each listing's public sources, checked daily. Tool lists arrive with tool scans.
Install
OGX (formerly Llama Stack)
pip install ogx
txtai
pip install txtai
Also consider
- 0.745score
BeeAI Framework
IBM / Linux Foundation
Python and TypeScript framework for multi-agent systems, with MCP and A2A interop, YAML orchestration and OpenTelemetry tracing.
HarnessAFreshness: A★ 3.4K↓ 5.4K/wk - 0.729score
Agent Squad
2FastLabs
Open-source framework that routes each user query to one of several AI agents, with Python, TypeScript and Swift runtimes.
HarnessAFreshness: A★ 7.8K↓ 1.5K/wk - 0.715score
Pipecat
Daily
Open-source Python framework for real-time voice and multimodal agents, built from composable pipelines with handoffs between specialist agents.
HarnessAFreshness: A★ 16.8K↓ 373.6K/wk
Questions
- Is OGX (formerly Llama Stack) or txtai more popular?
- txtai has more GitHub stars (13,032 against 8,444). Stars measure attention, not quality, so check freshness and docs too.
- Are OGX (formerly Llama Stack) and txtai open source?
- Yes: OGX (formerly Llama Stack) is MIT and txtai is Apache-2.0.
Related
Cite this page
OGX (formerly Llama Stack) vs txtai. Agent Mart. https://agentmart.dev/compare/ogx-formerly-llama-stack-vs-txtai (last updated 2026-10-26)