BeeAI Framework vs txtai
BeeAI Framework and txtai are both agent frameworks for Python. BeeAI Framework is published by IBM / Linux Foundation and txtai by NeuML. On GitHub, txtai has 13,032 stars and BeeAI Framework has 3,443. Both were last active in Oct 2026. The table lines up where they differ (publisher, GitHub stars, weekly downloads and languages) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. BeeAI Framework describes itself as: Python and TypeScript framework for multi-agent systems, with MCP and A2A interop, YAML orchestration and OpenTelemetry tracing. txtai: All-in-one Python AI framework for embeddings-based semantic search, LLM pipelines, workflows and agents. Licenses: BeeAI Framework Apache-2.0, txtai Apache-2.0.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
BeeAI Framework
IBM / Linux Foundation
Python and TypeScript framework for multi-agent systems, with MCP and A2A interop, YAML orchestration and OpenTelemetry tracing.
txtai
NeuML
All-in-one Python AI framework for embeddings-based semantic search, LLM pipelines, workflows and agents.
Who should pick which
- Pick BeeAI Framework if you work in TypeScript.
- txtai has the larger community: 13,032 GitHub stars against 3,443.
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | BeeAI Framework | txtai |
|---|---|---|
| Type | Harness | Harness |
| Publisher | IBM / Linux Foundation | 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 | 3,443 | 13,032 |
| Weekly downloads | 5,436 | 3,340 |
| Last release | Sep 28, 2026 | Oct 6, 2026 |
| Last activity | Oct 23, 2026 | Oct 22, 2026 |
Facts from each listing's public sources, checked daily. Tool lists arrive with tool scans.
Install
BeeAI Framework
pip install beeai-framework
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 - 0.699score
VoltAgent
VoltAgent
TypeScript framework for AI agents with tools, memory, RAG, MCP and sub-agents, paired with a Cloud or self-hosted console.
HarnessAFreshness: A★ 10.9K
Questions
- Is BeeAI Framework or txtai more popular?
- txtai has more GitHub stars (13,032 against 3,443). Stars measure attention, not quality, so check freshness and docs too.
- Are BeeAI Framework and txtai open source?
- Yes: BeeAI Framework is Apache-2.0 and txtai is Apache-2.0.
Related
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- ComparisonBeeAI Framework vs Pipecat
- ComparisonAgent Squad vs BeeAI Framework
- ComparisonBeeAI Framework vs OGX (formerly Llama Stack)
- ComparisonAgent Squad vs txtai
- ComparisonPipecat vs txtai
Cite this page
BeeAI Framework vs txtai. Agent Mart. https://agentmart.dev/compare/beeai-framework-vs-txtai (last updated 2026-10-26)