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fix(blog): clarify RAG memory source handling #735

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Merged
gadingnst merged 1 commit into from
Jul 6, 2026
Merged

fix(blog): clarify RAG memory source handling #735

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2 changes: 1 addition & 1 deletion src/contents/posts/en/building-agent-memory-free-vendor.mdx
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Expand Up @@ -43,7 +43,7 @@ Let's break down the key updates one by one.

### 1. Fighting Bloat with Daily Summary & YAML Frontmatter

Previously, we synced raw daily notes directly to RAG. Now, before archiving daily notes to the NAS, the `auto-sync.py` script calls an LLM to generate a new file: `memory/summaries/YYYY-MM-DD.summary.md`.
Previously, we relied on raw daily notes as the sole memory source in RAG. Now, before those daily notes are archived to the NAS, the `auto-sync.py` script calls an LLM to generate a new file: `memory/summaries/YYYY-MM-DD.summary.md`.

This summary file is super clean and features a structured YAML frontmatter:

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2 changes: 1 addition & 1 deletion src/contents/posts/id/membangun-agent-memory-bebas-vendor.mdx
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Expand Up @@ -43,7 +43,7 @@ Mari kita bedah satu per satu perubahan pentingnya.

### 1. Menolak Bloat dengan Daily Summary & YAML Frontmatter

Dulu, kita langsung nge-sync daily notes mentah ke RAG. Sekarang, sebelum daily notes diarsipkan ke NAS, script `auto-sync.py` bakal manggil LLM untuk men-generate file baru: `memory/summaries/YYYY-MM-DD.summary.md`.
Dulu, kita mengandalkan daily notes mentah sebagai satu-satunya data memori di RAG. Sekarang, sebelum daily notes tersebut diarsipkan ke NAS, script `auto-sync.py` bakal manggil LLM untuk men-generate file baru: `memory/summaries/YYYY-MM-DD.summary.md`.

File summary ini super bersih dan dilengkapi dengan YAML frontmatter terstruktur:

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