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qdrant/qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

#Vector database
Visit GitHub
Rust
35.6k
3k
177 contributors
Apache License 2.0
website
AchievementsView all →
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Omnigraph

Versioned graph database on object storage. Git-style workflows and multimodal retrieval

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Momentum

How fast qdrant/qdrant is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 16 – Nov 15, 2026

Stars +980 in 61 days

0204060
43

Forks +198 in 61 days

0510
7

Merged PRs 473 in 61 days

0102030
25

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 16Sep 24Oct 2Oct 10Oct 18Oct 26Nov 3Nov 11
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Wed, Sep 16, 2026+17+42
Thu, Sep 17, 2026+43+45
Fri, Sep 18, 2026+23+54
Sat, Sep 19, 2026+24+20
Sun, Sep 20, 2026+27+40
Mon, Sep 21, 2026+20+08
Tue, Sep 22, 2026+20+225
Wed, Sep 23, 2026+12+23
Thu, Sep 24, 2026+30+46
Fri, Sep 25, 2026+29+55
Sat, Sep 26, 2026+11+61
Sun, Sep 27, 2026+15+38
Mon, Sep 28, 2026+15+46
Tue, Sep 29, 2026+14+325
Wed, Sep 30, 2026+10+710
Thu, Oct 1, 2026+4+38
Fri, Oct 2, 2026+9+46
Sat, Oct 3, 2026+15+47
Sun, Oct 4, 2026+11+30
Mon, Oct 5, 2026+5+123
Tue, Oct 6, 2026+16+223
Wed, Oct 7, 2026+14+114
Thu, Oct 8, 2026+15+411
Fri, Oct 9, 2026+9+58
Sat, Oct 10, 2026+23+210
Sun, Oct 11, 2026+26+24
Mon, Oct 12, 2026+12+216
Tue, Oct 13, 2026+17+511
Wed, Oct 14, 2026+8+323
Thu, Oct 15, 2026+14+24
Fri, Oct 16, 2026+15+610
Sat, Oct 17, 2026+12+55
Sun, Oct 18, 2026+12+47
Mon, Oct 19, 2026+12+218
Tue, Oct 20, 2026+19+214
Wed, Oct 21, 2026+20+511
Thu, Oct 22, 2026+11+32
Fri, Oct 23, 2026+27+27
Sat, Oct 24, 2026+10+30
Sun, Oct 25, 2026+19+40
Mon, Oct 26, 2026+18+30
Tue, Oct 27, 2026+16+50
Wed, Oct 28, 2026+18+30
Thu, Oct 29, 2026+18+20
Fri, Oct 30, 2026+25+61
Sat, Oct 31, 2026+9+13
Sun, Nov 1, 2026+19+31
Mon, Nov 2, 2026+25+314
Tue, Nov 3, 2026+16+416
Wed, Nov 4, 2026+16+16
Thu, Nov 5, 2026+14+64
Fri, Nov 6, 2026+9+412
Sat, Nov 7, 2026+14+31
Sun, Nov 8, 2026+12+41
Mon, Nov 9, 2026+10+113
Tue, Nov 10, 2026+17+318
Wed, Nov 11, 2026+12+56
Thu, Nov 12, 2026+13+515
Fri, Nov 13, 2026+12+212
Sat, Nov 14, 2026+20+00
Sun, Nov 15, 2026+2+00
Total+980+198473
  • 1#1 on the list
  • 7Rank that day
  • Not trending
1

    • GitHub trending history

    Where the repository ranked on GitHub Trending, one dot for each day it was on a list

    Nov 7, 2023 – Jul 25, 2024Best #15

    #1#5#10#15#20#25
    Top 10
    Oct 2023AprOctAprOctApr
    The left and right arrow keys step from day to day; Home and End go to the first and the last

    Mentions and achievements

    Where people are talking about qdrant/qdrant, and every badge it has earned
    1. Nov 131 post

      • 🔍 Build a private AI search engine with 5 tools: Meilisearch: Qdrant: Docling: Open WebUI: Khoj:

        Read full on X, posted by @Shoumya23

        @Shoumya23 · x.com

    2. Nov 81 post

      • 4. CrewAI Multi-agent teams with roles and tasks. Used in production by enterprises across the Fortune 500.

        Read full on X, posted by @DataPlatformBro

        @DataPlatformBro · x.com

    3. Nov 41 post

      • You can build your own AI-powered personal shopping assistant now Here are 10 open-source repos worth checking out: 1. LangChain 2. Browser Use 3. Playwright 4. Firecrawl 5. Crawlee 6. Qdrant 7. Mem0…

        Read full on X, posted by @RoundtableSpace

        @RoundtableSpace · x.com

    4. 13 days earlier
    5. Oct 222 posts

      • Critical Qdrant vulnerability allows unauthenticated access to clusters

        Read full on Hacker News

        Hacker News

      • AI 知识库想按“意思”找资料，不只匹配关键词？🧠 Qdrant 提供向量检索和过滤功能，适合给 RAG、语义搜索应用做数据后端。🔎 #VectorDB #浇朋友 #蓝朋友 #互关 #fo

        Read full on X, posted by @T1doo_AI

        @T1doo_AI · x.com

    6. Oct 181 post

      • mem0 已经 6.7 万 star，这周还在提交。想给 Agent 加上长期记忆、把文档接进对话，这 5 个仓能串成一条线。 1. mem0 给 Agent 加可插拔的长期记忆层，跨会话记住用户偏好和上下文。 2. LlamaIndex 文档处理平台，把 PDF、网页切成可检索的片段再喂给模型。 3. GraphRAG 微软开源的图结构 RAG，从文档抽实体关系再回答。 4. Qdrant…

        Read full on X, posted by @firelight279

        @firelight279 · x.com

    7. 9 days earlier
    8. Oct 91 post

      • Claude 加上一套开源研究工具，已经强得有点离谱了。 7 个仓库，就能把单个模型变成一套完整的自主研究系统。 01 Firecrawl ▸ → 把乱七八糟的网页变成模型真正能用的干净数据 02 Browser Use ▸ → 让智能体点击、滚动、搜索，直接操作网页 03 Crawl4AI ▸ → 整站爬取，把有用的内容结构化 04 Qdrant ▸ → 存下智能体找到的一切，方便之后检索…

        Read full on X, posted by @wanerfu

        @wanerfu · x.com

    9. Oct 61 post

      • RAG that actually works = good parsing + good retrieval + honest evals. A starter stack 🧵 • Docling: turns messy PDFs/docs into clean, structured text • LlamaIndex: data framework for connecting…

        Read full on X, posted by @pkulaohou

        @pkulaohou · x.com

    10. Sep 301 post

      • 想90天内快速成为AI工程师，别先着急报课。直接拿这10个开源 GitHub 项目开练就行！🔥👇 1️⃣ LangChain：相当于搭AI应用的“乐高积木箱”。你想做聊天机器人、智能客服、文档问答，很多现成模块都能直接拼，招聘里几乎必提。 2️⃣ LangGraph：专门用来做“会记住上下文、能一步步干活”的智能体。不是一问一答就结束，而是能按流程图一直往下执行任务。 3️⃣…

        Read full on X, posted by @denziideng

        @denziideng · x.com

    11. 7 days earlier
    12. Sep 231 post

      • VECTOR DATABASE VIẾT BẰNG RUST CHO HIỆU NĂNG TÌM KIẾM CỰC ĐỈNH: QDRANT LÀ TRÁI TIM CỦA BỘ NHỚ AI AGENT HIỆN ĐẠI

        Read full on Reddit

        r/opensourcevietnam

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