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This page shows the Star History and the facts of 2 to 5 repositories in the Repository Index, side by side. You choose the repositories. The page does not rank them.
Facts
| Fact | FlagOpen/FlagEmbedding Retrieval and Retrieval-augmented LLMs | neuml/txtai 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows | VectifyAI/PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG | deepset-ai/haystack Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems. | pathwaycom/serviette A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway. |
|---|---|---|---|---|---|
| Stars | 12,294 | 13,062 | 39,966 | 26,922 | 58,724 |
| Net stars, last 30 days | +98 | +90 | +1,414 | +309 | +18 |
| Largest star day | +11 on Jun 29, 2026 | +55 on May 14, 2026 | +1,850 on May 5, 2026 | +61 on Jun 24, 2026 | +132 on Aug 2, 2026 |
| Milestone reached in the record | None | None | None | 25,000 on May 11, 2026 | None |
| Forks | 945 | 962 | 3,440 | 3,388 | 1,542 |
| Language | Python | Python | Python | Python | Python |
| License | MIT | APACHE-2.0 | MIT | APACHE-2.0 | MIT |
| Created | Aug 2, 2023 | Aug 9, 2020 | Apr 1, 2025 | Nov 14, 2019 | Jul 19, 2023 |
| Last push | Oct 27, 2026 | Nov 3, 2026 | Nov 3, 2026 | Nov 3, 2026 | Nov 2, 2026 |
| Archived | No | No | No | No | No |
| Health facts: Maintenance | 3 of 4 checks | 4 of 4 checks | 4 of 4 checks | 4 of 4 checks | 3 of 4 checks |
| Health facts: Releases | 2 of 3 checks | 2 of 3 checks | 2 of 3 checks | 2 of 3 checks | 2 of 3 checks |
| Health facts: Security practice | 0 of 1 check | 1 of 1 check | 0 of 1 check | 1 of 1 check | 0 of 1 check |
| Health facts: Community files | 1 of 3 checks | 2 of 3 checks | 1 of 3 checks | 3 of 3 checks | 2 of 3 checks |
| Commits, last 13 weeks | 15 | 255 | 206 | 727 | 7 |
| Weeks with commits, last 52 | 9 of 52 | 50 of 52 | 41 of 52 | 52 of 52 | 8 of 52 |
| In the Repository Index since | Oct 22, 2026 | Oct 22, 2026 | Oct 22, 2026 | Oct 22, 2026 | Oct 22, 2026 |
Topics that all of them have on the Repository Host: llm, retrieval-augmented-generation. The facts come from the Repository Host and from the Star History that AwesomeRepos records. A shared topic does not mean that one repository can replace another. Each Health Facts row is one dimension alone. AwesomeRepos does not add them into one score. How each check is defined