https://pythonflow.com/tags/agents/ Recent content in Agents on Pythonflow Hugo en-us alicandonmez90@gmail.com (flowfelis) alicandonmez90@gmail.com (flowfelis) Sat, 27 Jun 2026 07:00:00 +0100 https://pythonflow.com/posts/langbot-day-10-agents/ Sat, 27 Jun 2026 07:00:00 +0100alicandonmez90@gmail.com (flowfelis) https://pythonflow.com/posts/langbot-day-10-agents/ <p><strong>Recap:</strong> On Day 9, LangBot became a full RAG pipeline — every chat message retrieves relevant documents and the LLM answers from them. The <code>/search</code> command, list-mode routing, and regular chat all coexist. But there is a problem hiding in plain sight: the routing logic is hand-coded in <code>if</code>/<code>elif</code> blocks. LangBot doesn&rsquo;t <em>decide</em> anything — it follows a script. Today we replace that script with an <strong>agent</strong>: an LLM that reasons about which tool to use, calls it, and responds — autonomously.</p>