Pipecat vs txtai
Pipecat and txtai are both agent frameworks for Python. Pipecat is published by Daily and txtai by NeuML. On GitHub, Pipecat has 16,779 stars and txtai has 13,032. Both were last active in Oct 2026. The table lines up where they differ (publisher, license and weekly downloads) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. Pipecat describes itself as: Open-source Python framework for real-time voice and multimodal agents, built from composable pipelines with handoffs between specialist agents. txtai: All-in-one Python AI framework for embeddings-based semantic search, LLM pipelines, workflows and agents. Licenses: Pipecat BSD-2-Clause, txtai Apache-2.0.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
Pipecat
Daily
Open-source Python framework for real-time voice and multimodal agents, built from composable pipelines with handoffs between specialist agents.
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.
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | Pipecat | txtai |
|---|---|---|
| Type | Harness | Harness |
| Publisher | Daily | NeuML |
| License | BSD-2-Clause | 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 | 16,779 | 13,032 |
| Weekly downloads | 373,555 | 3,340 |
| Last release | Oct 24, 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
Pipecat
pip install pipecat-ai
txtai
pip install txtai
Also consider
- 0.752score
PraisonAI
Mervin Praison
Python framework for multi-agent teams and workflows, with a CLI and Docker, MCP and A2A deployment options.
HarnessAFreshness: A★ 9.3K↓ 4.6K/wk - 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
Questions
- Is Pipecat or txtai more popular?
- Pipecat has more GitHub stars (16,779 against 13,032). Stars measure attention, not quality, so check freshness and docs too.
- Are Pipecat and txtai open source?
- Yes: Pipecat is BSD-2-Clause and txtai is Apache-2.0.
Related
Cite this page
Pipecat vs txtai. Agent Mart. https://agentmart.dev/compare/pipecat-vs-txtai (last updated 2026-10-26)