cr

examples/advanced_rag/dynamic_section_retrieval.ipynb

@@ -13,7 +13,7 @@
     "\n",
     "A common problem with naive RAG approaches is that each document is hierarchically organized by section, but standard chunking/retrieval searches for chunks that can be fragments of the entire section and miss out on relevant context.\n",
     "\n",
-    "Dynamic section retrieval takes into account sections as metadata during retrieval. \n",
+    "Dynamic section retrieval takes into account entire contiguous sections as metadata during retrieval, avoiding the problem of retrieving section fragments. \n",
     "1. First, tag chunks of a long document with the sections they correspond to, through structured extraction.\n",
     "2. Do two-pass retrieval. After initial semantic search, dynamically pull in the entire section through metadata filtering.\n",
     "\n",