Text
Text workflows built for accuracy and scale
Use prompt contracts and chunking to keep long documents, reports, and structured outputs consistent.
Ship text systems that handle summarization, extraction, classification, and report generation at scale.
- Define schema outputs for every extraction.
- Chunk long inputs with overlap and metadata.
- Add confidence scores and review thresholds.
- Log inputs and outputs for audits.
Summarization
Use map-reduce patterns to keep long docs coherent.
Extraction
Pull structured data with schema validation.
Classification
Route content with confidence thresholds and fallbacks.
Moderation
Layer safety checks before downstream usage.
Text workflows guides
Curated recipes, playbooks, and walkthroughs for this topic area.
Agentic prompting guide
Prompting patterns for agentic predictability, instruction adherence, and tool use.
Prompt migration guide
Move legacy prompts into the Responses API with clearer roles and tool rules.
RAG on PDFs with file search
Chunk documents, search with citations, and answer precisely.
Summarizing long documents
Chunk, summarize, and merge outputs with quality checks.