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Upstar ranks the fastest-rising GitHub projects every hour, across 69 topics. Browse topics

#rag-memory · AI & ML

RAG & AI memory

Retrieval-augmented generation pipelines and the memory layers that let agents remember.

This month (Oct 4 – Nov 2), the top-ranked are xerj (+16,199), Hy-Memory (+1,915) and survival-llm (+1,275). The 432 ranked repos gained 263,341 stars.

Updated Nov 2, 10:36 UTC · ranked every hour from GitHub’s daily star counts

Updated 38 min ago

This month’s ranking

Showing 10 of 432

  1. 1
    xerj-org/xerj AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora. Rust Rust · 18.7k total Healthy Spotted at 5,752 stars
    Gained in 30 d +16.2k Score 321.2 Total 18.7k
  2. 2
    Tencent-Hunyuan/Hy-Memory Python Python · 1.9k total Spotted at 438 stars
    Gained in 30 d +1.9k Score 191.5 Total 1.9k
  3. 3
    anonnerdfrenzy/survival-llm A free AI assistant and survival library that runs on your own computer, with no internet needed. Shows the source of every answer. Python Python · 1.3k total Spotted at 203 stars
    Gained in 30 d +1.3k Score 127.5 Total 1.3k
  4. 4
    AgentMemoryRepo/agentmemoryrepo Spec for Agent Memory Repo 844 total
    Gained in 30 d +844 Score 84.4 Total 844
  5. 5
    FengZhenfei/carrel Ontology-Augmented Generation for AI agents. Python Python · 681 total
    Gained in 30 d +680 Score 68.0 Total 681
  6. 6
    HKUDS/DeepTutor DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. Python Python · 54k total Healthy
    Gained in 30 d +13.4k Score 66.7 Total 54k
  7. 7
    akitaonrails/ai-memory Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors Rust Rust · 14.9k total Healthy
    Gained in 30 d +6.1k Score 65.4 Total 14.9k
  8. 8
    VictorTaelin/uniichat TypeScript TypeScript · 637 total
    Gained in 30 d +637 Score 63.7 Total 637
  9. 9
    vectorize-io/hindsight Hindsight: Agent Memory That Learns Python Python · 57.9k total Healthy
    Gained in 30 d +13.2k Score 62.3 Total 57.9k
  10. 10
    TencentCloud/Octop A smarter, self-hosted AI assistant — multi-user, multi-agent. Python Python · 11.5k total Healthy
    Gained in 30 d +4.9k Score 61.1 Total 11.5k

1 repository with unusual star growth is not shown. Show the full ranking