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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 week (Oct 27 – Nov 2), the top-ranked are survival-llm (+1,212), RustXNG (+578) and DeepTutor (+10,455). The 242 ranked repos gained 71,148 stars, 14% more than the week before.

Updated Nov 2, 13:34 UTC · ranked every hour from GitHub’s daily star counts

Updated 10 min ago

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Emerging this week

Showing 10 of 25

How Upstar ranks

Listed by acceleration against their usual week; the score is the rankings’ own: stars gained in 7 days ÷ √(stars before, minimum 100).

  1. 1
    thomasunise/casecite CaseCite is an open-source, self-hosted legal RAG caselaw research & document analysis platform. After quiet weeks Python Python · 244 total Mixed signals
    Gained in 7 d +239 Score 23.9 Total 244
  2. 2
    SLEEPYBQ/MemoSync Co-manage memory with your coding agent across sessions. A local workbench for Claude Code, Codex and Pi. After quiet weeks TypeScript TypeScript · 222 total
    Gained in 7 d +220 Score 22.0 Total 222
  3. 3
    roandejager/Hillock Local, gradient-free neuro-symbolic memory engine combining Hyperdimensional Computing (HDC/VSA), Hebbian plasticity, and graph triples for offline AI. 53× its usual pace (~3 a week) Python Python · 302 total Mixed signals
    Gained in 7 d +159 Score 13.3 Total 302
  4. 4
    metadist/synaplan Open-source, self-hosted AI platform (PHP/Symfony): chat with any model, RAG over your docs, embeddable widget, MCP — see the cost of every answer. Apache-2.0. 15× its usual pace (~14 a week) PHP PHP · 487 total Healthy
    Gained in 7 d +203 Score 12.0 Total 487
  5. 5
    LazyAGI/LazyMind An AI Skill Runtime for knowledge-intensive work which makes everything under your control. 67× its usual pace (~2 a week) Go Go · 539 total Healthy
    Gained in 7 d +133 Score 6.6 Total 539
  6. 6
    DemonDamon/AgenticX AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat). 9× its usual pace (~21 a week) Python Python · 887 total Healthy
    Gained in 7 d +180 Score 6.8 Total 887
  7. 7
    metadist/synaplan-nextcloud Synaplan AI integration into nextcloud for RAG powered discussions, translations and summaries. Run your own AI platform next to your nextcloud! After quiet weeks PHP PHP · 255 total Mixed signals
    Gained in 7 d +62 Score 4.5 Total 255
  8. 8
    Windsander/Mebular One shared graph for every AI assistant and device — memory and tasks, local-first, signed, auditable, direct P2P sync. MCP tools; no hosted account. After quiet weeks JavaScript JavaScript · 86 total Healthy
    Gained in 7 d +59 Score 5.9 Total 86
  9. 9
    myneace/Gaussian_Clef_RAG Probabilistic retrieval-augmented generation on statistical manifolds with sub-100ms Cloudflare Clef decision routing, Woodbury-accelerated geometric kernels, and universal corpus generation. Every chunk of knowledge is a Gaussian distribution, not a flat vector. Retrieval is information geometry… After quiet weeks Python Python · 306 total Low activity
    Gained in 7 d +55 Score 3.5 Total 306
  10. 10
    xcosmosbox/Cairn Open-source GraphRAG domain knowledge layer: LLMs continuously distill scattered skill docs into a queryable, evolvable, human-editable two-layer knowledge graph — versioned, hot-swapped and rolled back via a GitOps pipeline like software releases, and served to AI agents over MCP. RAG, but with… After quiet weeks Go Go · 83 total Mixed signals
    Gained in 7 d +54 Score 5.4 Total 83
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