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Your RAG pipeline quality depends on how you chunk documents. Poor chunking ruins your results.
Use these three strategies to improve your system:
- Semantic chunking: This respects natural boundaries in your text.
- Recursive splitting: This handles different types of content well.
- Structure awareness: This preserves the hierarchy of your documents.
Follow these rules to build better systems:
- Start simple. Build a working version first. Add complexity only when you need it.
- Define success early. Know your requirements before you write code.
- Test everything. Cover normal use and failure cases.
- Monitor production. Use metrics to see how your system behaves.
- Avoid over-engineering. Do not build for scale you do not need yet.
- Measure before you optimize. Use data to find actual bottlenecks.
Complexity kills reliability. Simple systems are easier to debug and change. Every tool you add must solve a real problem.
Plan your work:
- This week: Audit your current system. Find one big gap.
- This month: Fix that gap. Measure the impact.
- This quarter: Review your results and refine your process.
Continuous improvement leads to mastery.