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      <pubDate>Wed, 15 Jul 2026 08:02:53 GMT</pubDate>
      <description>your repo as a local knowledge graph · 36k stars · bus factor 1 (solo) · understory +4</description>
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      <pubDate>Wed, 15 Jul 2026 08:02:53 GMT</pubDate>
      <description>a private, local-first AI note-taking brain · 9k stars</description>
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      <title>Understand-Anything</title>
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      <pubDate>Wed, 03 Jun 2026 08:02:35 GMT</pubDate>
      <description>The open comprehension substrate for the focal-model era · 76k stars · bus factor 2 (concentrated)</description>
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      <pubDate>Wed, 03 Jun 2026 08:02:35 GMT</pubDate>
      <description>Pre-indexed code graph that cuts Claude Code’s tool calls ~90% · 63k stars · bus factor 1 (solo)</description>
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      <description>Memory infrastructure for AI agents · 29k stars · bus factor 3 (concentrated) · understory +18</description>
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      <pubDate>Wed, 11 Feb 2026 09:02:03 GMT</pubDate>
      <description>Memory for 24/7 proactive agents · 14k stars · 1k downloads/wk (PyPI) · bus factor 2 (concentrated)</description>
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      <pubDate>Wed, 11 Feb 2026 09:02:03 GMT</pubDate>
      <description>Vectorless, reasoning-based RAG · 35k stars · bus factor 2 (concentrated)</description>
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      <pubDate>Wed, 28 Jan 2026 09:02:43 GMT</pubDate>
      <description>Open source “Claude Work” for knowledge workers · 17k stars · understory +30</description>
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      <title>UltraRAG</title>
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      <pubDate>Wed, 28 Jan 2026 09:02:43 GMT</pubDate>
      <description>Low-code MCP framework for complex RAG pipelines · 6k stars · 15 downloads/wk (PyPI) · bus factor 2 (concentrated)</description>
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      <title>claude-mem</title>
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      <pubDate>Wed, 10 Dec 2025 09:01:21 GMT</pubDate>
      <description>Persistent memory plugin for Claude Code · 89k stars · 17k downloads/wk (npm) · bus factor 2 (concentrated)</description>
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      <pubDate>Wed, 26 Nov 2025 09:03:04 GMT</pubDate>
      <description>SQL native memory for LLMs and agents · 16k stars · 130k downloads/wk (PyPI) · bus factor 2 (concentrated)</description>
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      <pubDate>Wed, 12 Nov 2025 09:01:43 GMT</pubDate>
      <description>Your digital-workspace AI sidekick · 5k stars · bus factor 4 (distributed)</description>
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      <pubDate>Wed, 29 Oct 2025 09:02:50 GMT</pubDate>
      <description>Ready-to-run templates for RAG and AI pipelines · 59k stars · bus factor 3 (concentrated)</description>
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      <pubDate>Wed, 01 Oct 2025 08:04:05 GMT</pubDate>
      <description>All-in-One Multimodal RAG System · 22k stars · 7k downloads/wk (PyPI) · bus factor 3 (concentrated)</description>
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      <description>AI Orchestration Framework for LLM Applications · 26k stars · 239k downloads/wk (PyPI) · understory +34</description>
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      <pubDate>Wed, 03 Sep 2025 08:01:52 GMT</pubDate>
      <description>Lightweight Vector Index for Personal RAG · 13k stars · bus factor 4 (distributed)</description>
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      <category>RAG &amp; Memory</category>
      <pubDate>Wed, 09 Jul 2025 08:00:16 GMT</pubDate>
      <description>LLM-Powered Research &amp; Knowledge Curation Engine · 30k stars</description>
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      <category>RAG &amp; Memory</category>
      <pubDate>Wed, 28 May 2025 08:01:56 GMT</pubDate>
      <description>Open-Source Memory Layer for Personalized AI Agents · 62k stars · bus factor 3 (concentrated) · understory +6</description>
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      <category>RAG &amp; Memory</category>
      <pubDate>Wed, 30 Apr 2025 08:02:04 GMT</pubDate>
      <description>Real-Time Knowledge Graphs for AI Agents · 29k stars · 332k downloads/wk (PyPI) · bus factor 2 (concentrated)</description>
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      <title>llmware</title>
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      <category>RAG &amp; Memory</category>
      <pubDate>Wed, 19 Mar 2025 09:31:14 GMT</pubDate>
      <description>Unified framework for building enterprise RAG pipelines with small, specialized models · 15k stars · bus factor 1 (solo)</description>
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      <title>RAT</title>
      <link>https://repositoryradar.dev/repo/doriandarko/rat-retrieval-augmented-thinking</link>
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      <pubDate>Wed, 05 Feb 2025 09:00:23 GMT</pubDate>
      <description>Enhance AI Responses Through Structured Reasoning · 659 stars</description>
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