https://ayyzenn.github.io/tags/multi-agent/Recent content in Multi-Agent on ayyzennHugo -- 0.163.3en-usWed, 29 Oct 2025 00:00:00 +0000https://ayyzenn.github.io/posts/agentic_rag/Wed, 29 Oct 2025 00:00:00 +0000https://ayyzenn.github.io/posts/agentic_rag/<h2 id="what-i-built">What I Built</h2> <p>Basic RAG retrieves docs and generates an answer. I wanted something smarter — a system that picks the right strategy and retries with heavier techniques when the first answer isn&rsquo;t good enough.</p> <p>This project uses <strong>three agents</strong>:</p> <ul> <li><strong>Router Agent</strong> — reads the question and checks answer quality</li> <li><strong>Basic Generator Agent</strong> — fast retrieval for simple questions</li> <li><strong>Advanced Generator Agent</strong> — uses heavier techniques for hard questions</li> </ul> <p>The system tries the fast path first. If the answer is weak, it automatically switches to advanced methods like query decomposition, HyDE, and multi-query retrieval.</p>