Designing an LLM Summarization Pipeline: OpenAI API, Ollama, and Local Models
The principles and trade-offs I use when designing and operating an LLM text summarization pipeline, covering preprocessing and chunking, cloud API versus local models, batch processing, retries, cost control, and output validation.