head to head · open source
txtai vs JustHireMe
txtai has 13,062 GitHub stars, 962 forks, 9 open issues and last shipped 2 days ago. JustHireMe has 2,271 stars, 366 forks, 38 open issues and last shipped 27 days ago. txtai leads on adoption by 475% (13,062 vs 2,271 stars). txtai is written in Python under Apache-2.0; JustHireMe is written in Python under AGPL-3.0. txtai has attracted 7% as many forks as stars, JustHireMe 16%. txtai was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 3 topic tags (agents, ai, rag), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| txtai | JustHireMe | |
|---|---|---|
| GitHub stars | ★ 13K | ★ 2.3K |
| License | Apache-2.0 | AGPL-3.0 |
| Written in | Python | Python |
| Last push | 2026-11-03 | 2026-10-09 |
| Forks | ⑂ 962 | ⑂ 366 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick txtai if
- You weight community size — 13K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick JustHireMe if
- You want the JustHireMe feature set and don't need the biggest community
- You prefer the AGPL-3.0 license terms
- Your stack matches Python
- You evaluated both and JustHireMe fits your workflow better
About txtai
All in one AI framework txtai is an all in one AI framework for semantic search, LLM orchestration and language model workflows. The key component of txtai is an embeddings database, which is a union of vector indexes (sparse and dense), graph networks and relational databases. This foundation enables vector search and/or serves as a powerful knowledge source for large language model (LLM) applications. Build autonomous agents, retrieval augmented generation (RAG) processes, multi model workflows and more. Summary of txtai features: 🔎 Vector search with SQL, object storage, topic modeling, graph analysis and…
read the full txtai overview →
About JustHireMe
JustHireMe Local first AI job intelligence for scraping better roles, ranking fit, and generating tailored application materials. What It Does · Workflow · Architecture · Quick Start · Standard Procedure · Agent Skill + MCP · Contributing · Roadmap Star History The Short Version JustHireMe is an AGPL licensed, local first desktop workbench for people who are tired of noisy job boards and black box AI apply tools. Maintainer JustHireMe is built and maintained by Vasudev Siddh full stack AI engineer, open source builder, and the person who got tired of bad job…
read the full JustHireMe overview →
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Frequently asked questions
Is txtai or JustHireMe more popular?
txtai has 13,062 GitHub stars and JustHireMe has 2,271. txtai has the larger community by that measure.
Are txtai and JustHireMe free?
Both are open source. txtai is licensed under Apache-2.0 and JustHireMe under AGPL-3.0. Neither carries a licence fee.
What is the difference between txtai and JustHireMe?
txtai is written in Python and JustHireMe in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, txtai or JustHireMe?
Choose txtai if you want the larger community (13,062 stars) or its Apache-2.0 licence terms. Choose JustHireMe if its feature set, stack or AGPL-3.0 licence fits better. Both are self-hostable.