<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:wfw="http://wellformedweb.org/CommentAPI/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:sy="http://purl.org/rss/1.0/modules/syndication/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/">
  <channel>
    <title>timescaledb - Dwarves Memo</title>
    <atom:link href="https://memo.d.foundation/topics/data/tags/timescaledb/rss.xml" rel="self" type="application/rss+xml" />
    <link>https://memo.d.foundation/topics/data/tags/timescaledb</link>
    <description>The newest notes tagged timescaledb on Dwarves Memo.</description>
    <lastBuildDate>Thu, 08 May 2025 00:00:00 GMT</lastBuildDate>
    <language>en-US</language>
    <sy:updatePeriod>hourly</sy:updatePeriod>
    <sy:updateFrequency>1</sy:updateFrequency>
    <item>
      <title>Append-only concept embedding log</title>
      <link>https://memo.d.foundation/rfc-semantic-reasoning</link>
      <pubDate>Thu, 08 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[RFC proposing a novel approach to track concept evolution using TimescaleDB with pgvector/pgvectorscale, enabling historical semantic analysis and preventing catastrophic forgetting in continual learning systems.]]></description>
      <guid isPermaLink="true">https://memo.d.foundation/rfc-semantic-reasoning</guid>
    </item>
    <item>
      <title>Data flow in Brainery</title>
      <link>https://memo.d.foundation/brainery-data-flow</link>
      <pubDate>Thu, 08 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[How data flows through Brainery's second brain system, from Discord, Memo Blog, and GitHub sources to TimescaleDB via MCP, with an LLM-powered interface for natural language queries.]]></description>
      <guid isPermaLink="true">https://memo.d.foundation/brainery-data-flow</guid>
    </item>
    <item>
      <title>Database design and philosophy</title>
      <link>https://memo.d.foundation/database-design</link>
      <pubDate>Thu, 08 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[A migration-less, append-only database design using TimescaleDB's hypertables and continuous aggregates to capture observational data and detect emerging patterns through LLM analysis.]]></description>
      <guid isPermaLink="true">https://memo.d.foundation/database-design</guid>
    </item>
    <item>
      <title>Building use-cases</title>
      <link>https://memo.d.foundation/brainery-use-cases</link>
      <pubDate>Wed, 07 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[Building systems that actually learn and get smarter over time is hard, facing challenges with traditional databases and LLMs. This post outlines an approach to building a true second brain that continuously learns, generates insight, and remembers it through an append-only log and flexible data structures.]]></description>
      <guid isPermaLink="true">https://memo.d.foundation/brainery-use-cases</guid>
    </item>
    <item>
      <title>Promoting raw data to insight</title>
      <link>https://memo.d.foundation/promote-data-to-insight</link>
      <pubDate>Wed, 07 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[This post explains the multi-stage process of transforming raw data into structured information, and then synthesizing that information into persistent insight and knowledge within a true second brain, leveraging tools like TimescaleDB and LLMs.]]></description>
      <guid isPermaLink="true">https://memo.d.foundation/promote-data-to-insight</guid>
    </item>
    <item>
      <title>Migrate regular tables into TimescaleDB hypertables to improve query performance</title>
      <link>https://memo.d.foundation/migrate-normal-table-to-timescale-table</link>
      <pubDate>Wed, 15 Jan 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[thminhVN]]></dc:creator>
      <description><![CDATA[How do we migrate normal table to timescale table to optimized data storage]]></description>
      <guid isPermaLink="true">https://memo.d.foundation/migrate-normal-table-to-timescale-table</guid>
    </item>
  </channel>
</rss>