Tag
6 items tagged with "agents"
Build a research assistant that uses multiple specialized agents — a searcher, a summarizer, and a fact-checker — coordinated by an orchestrator agent. Learn agent communication patterns, tool use, and how to build reliable multi-step workflows.
A reference project from the AI Engineering Buildcamp: an agent that interacts with a simple to-do list application. Built with Lovable for the frontend and FastAPI (Python) for the backend. Uses the backend's OpenAPI spec so the model can create tools to get tasks or mark them complete, with Logfire for monitoring and pytest for testing.
An agent that tracks cybersecurity incidents reported to the SEC, built by Scott DeGeest. Helps supply chain professionals quickly find out if a company has disclosed a data breach or ransomware attack. Handles raw XML/PDF from the SEC, invalid XML, subsidiary relationships (e.g. Change Healthcare ↔ United Health Group), and token monitoring for cost and context limits.
Vancesca Dinh's agent helps users identify goals and understand the 'why' behind them, grounded in data from the Huberman Lab podcast and medical publications. Pipeline includes RSS feeds, Faster Whisper transcription, Qdrant embeddings, query rewriting for better search, Logfire, Pydantic, and guardrails to keep the agent on-task.
Asia Amodeo's intelligent email agent helps manage an inbox. It integrates with the Gmail API, indexes emails in Elasticsearch, and offers a Streamlit chat interface to find specific emails or see what's important for the day, addressing 'email fatigue' by making it easier to sift through communication.
Carlos Pumar-Frohberg's agent analyzes client satisfaction using Stack Exchange data, focusing on UI discussions to find frustration patterns. An orchestrator agent routes questions to a MongoDB agent for 'what'/'how' queries or a Cipher agent that translates natural language into Neo4j graph queries, often calling both for safety.