Tuesday, May 5, 2026

Chunking Considerations

 

🔑 1: Chunk by meaning, not by size

🔑 2: Keep chunks self-contained

“If this chunk is retrieved alone, does it still make sense?”

🔑 3: Avoid mixing unrelated topics

🔑 4: Include cause + symptom + fix (if applicable)

🔑 5: Maintain moderate size

  • 50–200 words per chunk (rule of thumb) 

🔑 6: Overlap slightly

🔑 7: Preserve important keywords

👉 These are retrieval anchors

🔑 8: Structure beats raw text

Structured chunks > plain sentences

🔑 9: One chunk = one intent

🔑 10: Think like a query

“What question would retrieve this?”  => no answer means weak chunk

No comments:

Post a Comment

Understanding the React ESLint Warning: “Avoid Calling setState() Directly Within an Effect”

While working with React, I encountered an interesting ESLint warning related to useEffect . The application itself w...