https://ayyzenn.github.io/tags/youtube/Recent content in Youtube on ayyzennHugo -- 0.163.3en-usFri, 06 Jun 2025 00:00:00 +0000https://ayyzenn.github.io/posts/agent/Fri, 06 Jun 2025 00:00:00 +0000https://ayyzenn.github.io/posts/agent/<h2 id="what-i-built">What I Built</h2> <p>I wanted to paste a YouTube URL and get a summary — or ask questions about the video — without watching the whole thing. This project uses <strong>LangGraph</strong> for the workflow and <strong>Gemini</strong> for the actual summarizing and Q&amp;A.</p> <hr> <h2 id="key-features-of-agentic-workflows">Key Features of Agentic Workflows</h2> <ul> <li><strong>Modularity</strong> — each step can be built and tested on its own</li> <li><strong>State</strong> — data flows from step to step in a structured way</li> <li><strong>Reusability</strong> — the same steps can be reused in other projects</li> <li><strong>Autonomy</strong> — each step can decide what to do based on the input it receives</li> </ul> <hr> <h2 id="popular-tools-for-agentic-workflows">Popular Tools for Agentic Workflows</h2> <table> <thead> <tr> <th>Tool</th> <th>Description</th> <th>Language</th> <th>Best For</th> </tr> </thead> <tbody> <tr> <td><strong>LangGraph</strong></td> <td>Graph-based AI workflow framework with state management.</td> <td>Python</td> <td>Custom step-by-step pipelines</td> </tr> <tr> <td><strong>CrewAI</strong></td> <td>Agent orchestration tool inspired by human teams and role delegation.</td> <td>Python</td> <td>Role-based agent collaboration</td> </tr> <tr> <td><strong>Autogen</strong></td> <td>Microsoft&rsquo;s multi-agent framework for goal-oriented dialogue and tasks.</td> <td>Python</td> <td>Conversational multi-agent systems</td> </tr> <tr> <td><strong>LangChain</strong></td> <td>General framework for chaining LLMs with tools, memory, and logic.</td> <td>Python</td> <td>Broader LLM apps beyond just agents</td> </tr> <tr> <td><strong>AgentOps</strong></td> <td>Infra layer for deploying and monitoring agentic systems.</td> <td>Platform</td> <td>Scaling, testing, and managing agents</td> </tr> </tbody> </table> <hr> <h2 id="why-i-chose-langgraph">Why I Chose LangGraph</h2> <p>For this project, I chose <strong>LangGraph</strong> because:</p>