langchain_text_splitters

Fixing local LLM knowledge bases requires better retrieval, not new models

Setting up a local LLM knowledge base often yields poor results due to issues in the retrieval pipeline, not the model itself. Common problems include inadequate chunking that splits sentences or groups unrelated conten…