AI Agents for Legal: Implementing Complex Document Search and Reasoning Agent using Qdrant and Llamaindex

Aug 12, 2025 · 15 min read · Introduction Legal documents are notoriously complex. Their dense language, intricate structures, and reliance on precedent make them challenging to parse, even for seasoned professionals. This complexity creates significant bottlenecks in the legal ...