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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 | HKUDS/VideoRAG [KDD'2026] "VideoRAG: Chat with Your Videos" | HKUDS/LightRAG [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation | 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. | neuml/txtai 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows | SciPhi-AI/R2R SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. |
|---|---|---|---|---|---|
| Stars | 3,524 | 40,674 | 26,997 | 13,358 | 8,090 |
| Net stars, last 30 days | +135 | +590 | +272 | +355 | +80 |
| Largest star day | +39 on Oct 28, 2026 | +93 on Apr 27, 2026 | +61 on Jun 24, 2026 | +79 on Nov 9, 2026 | +9 on Oct 22, 2026 |
| Milestone reached in the record | None | None | 25,000 on May 11, 2026 | None | None |
| Forks | 493 | 5,774 | 3,454 | 999 | 654 |
| Language | Python | Python | Python | Python | Python |
| License | Other license | MIT | APACHE-2.0 | APACHE-2.0 | MIT |
| Created | Feb 3, 2025 | Oct 2, 2024 | Nov 14, 2019 | Aug 9, 2020 | Feb 12, 2024 |
| Last push | Mar 18, 2026 | Nov 12, 2026 | Nov 12, 2026 | Nov 12, 2026 | Nov 7, 2025 |
| Archived | No | No | No | No | No |
| Health facts: Maintenance | 1 of 4 checks (2 without data) | 4 of 4 checks | 4 of 4 checks | 4 of 4 checks | 1 of 4 checks (2 without data) |
| Health facts: Releases | 0 of 3 checks (2 without data) | 2 of 3 checks | 2 of 3 checks | 2 of 3 checks | 1 of 3 checks (1 without data) |
| Health facts: Security practice | 0 of 1 check (1 without data) | 1 of 1 check | 1 of 1 check | 1 of 1 check | 0 of 1 check (1 without data) |
| Health facts: Community files | 1 of 3 checks (2 without data) | 2 of 3 checks | 3 of 3 checks | 2 of 3 checks | 1 of 3 checks (2 without data) |
| Commits, last 13 weeks | No data | 1,354 | 789 | 264 | No data |
| Weeks with commits, last 52 | No data | 51 of 52 | 52 of 52 | 50 of 52 | No data |
| In the Repository Index since | Nov 10, 2026 | Oct 22, 2026 | Oct 22, 2026 | Oct 22, 2026 | Nov 10, 2026 |
Topics that all of them have on the Repository Host: large-language-models, rag, 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