AG2 vs txtai
AG2 and txtai are both agent frameworks for Python. AG2 is published by AG2 and txtai by NeuML. On GitHub, txtai has 13,032 stars and AG2 has 5,016. Both were last active in Oct 2026. The table lines up where they differ (publisher, GitHub stars and weekly downloads) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. AG2 describes itself as: Open-source Python framework for AI agents that cooperate on tasks, with human-in-the-loop workflows and multi-agent patterns. txtai: All-in-one Python AI framework for embeddings-based semantic search, LLM pipelines, workflows and agents. Licenses: AG2 Apache-2.0, txtai Apache-2.0.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
AG2
AG2
Open-source Python framework for AI agents that cooperate on tasks, with human-in-the-loop workflows and multi-agent patterns.
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 want MCP support built in.
- txtai has the larger community: 13,032 GitHub stars against 5,016.
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | AG2 | txtai |
|---|---|---|
| Type | Harness | Harness |
| Publisher | AG2 | NeuML |
| License | Apache-2.0 | 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 | 5,016 | 13,032 |
| Weekly downloads | 39,740 | 3,340 |
| Last release | Oct 21, 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
AG2
pip install ag2
txtai
pip install txtai
Also consider
- 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 - 0.667score
OGX (formerly Llama Stack)
OGX
OpenAI-compatible agentic API server for inference, vector stores, files and skills, on any model or infrastructure.
HarnessAFreshness: A★ 8.4K↓ 14.2K/wk
Questions
- Is AG2 or txtai more popular?
- txtai has more GitHub stars (13,032 against 5,016). Stars measure attention, not quality, so check freshness and docs too.
- Are AG2 and txtai open source?
- Yes: AG2 is Apache-2.0 and txtai is Apache-2.0.
Related
Cite this page
AG2 vs txtai. Agent Mart. https://agentmart.dev/compare/ag2-vs-txtai (last updated 2026-10-26)