The default assumption in most LLM developer communities is that you start with raw API calls and graduate to a framework as your project grows.
source https://machinelearningmastery.com/llm-orchestration-frameworks-compared-langchain-vs-llamaindex-vs-raw-api-calls/
LLM Orchestration Frameworks Compared: LangChain vs. LlamaIndex vs. Raw API Calls
July 23, 2026
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