Improving Text Retrieval with Smarter Chunking

Instead of cutting documents into random, linear chunks of text (which often separates a heading from its explanation), POMA-AI reconstructs the document's internal hierarchy so that an AI can understand the relationship between different sections.

We'll explore how POMA AI parses complex hierarchies into "Chunksets" and how Qdrant provides the high-dimensional space to analyze how these pieces connect. This isn't just about answering questions; it's about contextualizing the architecture of your information and finding patterns that humans miss.

Видео Improving Text Retrieval with Smarter Chunking канала Qdrant Vector Search