Prompt Chaining Implementation
Sequential LLM calls where output becomes next input. Each step solves sub-task. Decomposes complex tasks, improves quality, adds validation.
Basic Pipeline
Research → Structure → Write → Edit for articles. Each step uses specialized prompt.
Pipelines with Branching
Classify → Extract (by type) → Validate → Decide → Generate. Branches based on classification.
Practical Case
Document processing: 71% autonomous, 45 sec average.
Timeline
- Basic 3–4 step: 2–3 days
- With branching: 1 week
- Parallel aggregation: 1–2 weeks