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---
title: How Clawdbot Remembers Everything

#clawdbot #ai | daily.dev
description: Clawdbot is an open-source, locally-run AI assistant with persistent memory. Unlike cloud-based alternatives, it stores conversation context in plain Markdown...
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og:title: How Clawdbot Remembers Everything

#clawdbot #ai | daily.dev
og:description: Clawdbot is an open-source, locally-run AI assistant with persistent memory. Unlike cloud-based alternatives, it stores conversation context in plain Markdown...
og:url: https://daily.dev/posts/how-clawdbot-remembers-everything-clawdbot-ai-bd5rjmogf
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#clawdbot #ai
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---

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# How Clawdbot Remembers Everything

#clawdbot #ai

**[AI Hub](https://daily.dev/sources/aihub)** · [@phuonghd86](https://daily.dev/phuonghd86) · 2 upvotes · 0 comments

## Summary

Clawdbot is an open-source, locally-run AI assistant with persistent memory. Unlike cloud-based alternatives, it stores conversation context in plain Markdown files and uses a two-layer system: daily logs for recent interactions and curated long-term knowledge. Memory is indexed using SQLite with vector embeddings and full-text search, enabling hybrid semantic and keyword retrieval. The system handles context window limits through compaction (summarizing old conversations) and pruning (trimming tool outputs), while a pre-compaction memory flush ensures important information is saved to disk before summarization. Each agent maintains isolated memory, and sessions can automatically archive context when reset.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://x.com/i/status/2015780646770323543>

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---

Tags: [#ai](https://daily.dev/tags/ai), [#llm](https://daily.dev/tags/llm), [#vector-search](https://daily.dev/tags/vector-search), [#sqlite](https://daily.dev/tags/sqlite)

[View this post on daily.dev](https://daily.dev/posts/how-clawdbot-remembers-everything-clawdbot-ai-bd5rjmogf)

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