AI Tools Scout
Open-source ToolsLLM ProjectsMCP ServersMethodology
AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

Explore
Open source AI projectsOpen source LLM projectsMCP servers list
More
SkillsContentAbout
Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
  1. Home
  2. /Open-source Tools
  3. /Txtai

Txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

GitHub ↗Website ↗Apache-2.0🤖 Agent

At a glance

Is this tool relevant to you?

What it does

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

May suit

People who want an AI system to plan or carry out multi-step tasks.

Before you try it

The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Basic listing· 2026-10-04 09:18 UTC

This record comes from the wider automated directory. It has not yet passed the stronger catalog verification checks.

Source
Automated project sync
Checked
2026-10-04 09:18 UTC
Snapshot evidence level
Limited confidence
Maintenance signal
Healthy68/100

Generally healthy automated signals, with some areas worth checking in the breakdown.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology →
⭐
12.8K
Stars
🍴
851
Forks
👥
31
Contributors
💚
Healthy68/100
Health Score

Star History

03.2K6.4K9.6K12.8K2026/5/122026/8/3

Health Score Breakdown

Star Momentum
82
Commit Frequency
55
Issue Health
40
Contributors
100
Release Cadence
50
Documentation
100
Community Signal
50

Project Info

Language
Python
License
Apache-2.0
Last Commit
2026-08-02 20:56 UTC
Last Release
v9.12.0 (2026-07-30 19:43 UTC)
Open Issues
8
Bus Factor
3
Commits/Week
11.0
Avg Issue Close
15.5 days
agentsaiai-agentsembeddingsinformation-retrievallanguage-modellarge-language-modelsllmnlppythonragretrieval-augmented-generationsearchsearch-enginesemantic-searchsentence-embeddingstransformerstxtaivector-databasevector-search

Project Badge

Embed a live health badge in a README or docs page.

Txtai AI Tools Scout badge
[![AI Tools Scout](https://ai-tools-scout.com/api/badge/txtai?metric=health&style=shield)](https://ai-tools-scout.com/projects/txtai)

Related tools to compare with Txtai

Suggested automatically from the same category and shared topics, then ordered by current maintenance and adoption signals.

Txtai vs langchainStrong84/100
147.4K stars+599 weekly
Verified snapshot
Txtai vs crawl4aiHealthy66/100
84.7K stars0 weekly
Verified snapshot
Txtai vs claude-memStrong95/100
95.8K stars+13.4K weekly
Verified snapshot
Txtai vs ragflowStrong95/100
91.7K stars+5.4K weekly
Verified snapshot
Txtai vs Deer FlowStrong90/100
77.6K stars+10.7K weekly
Basic listing

Weekly AI open-source movers

Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.