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Build your own ACP-Compatible Weather DJ Agent.

Blog post from Galileo

Post Details
Company
Date Published
Author
Erin Mikail Staples
Word Count
2,762
Company Posts That Month
32
Language
English
Hacker News Points
-
Post removed?
No
Summary

The project aims to build an agentic application that utilizes multiple APIs, teaches users how to use the Agent Connect Protocol (ACP), and evaluates workflows using Galileo. The application will predict weather, provide fashion recommendations, and recommend YouTube videos based on the user's location and preferences. The ACP protocol is used to connect different agents to each other, allowing for seamless integration in multi-agent systems. The project uses a server-based architecture, with endpoints for configuring agents, invoking them with specific inputs, retrieving outputs, and managing agent capabilities and schemas. The Galileo Python SDK is used to monitor the application's performance in real-time, helping developers build confidence in what the agent is doing. The application is built using Python and utilizes various APIs such as OpenAI, OpenWeatherMap, and YouTube. The project demonstrates how to create a composable, evaluatable, ACP-speaking agent that can perform multiple tasks, including weather forecasting, fashion advice, and video recommendation.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
Observability 8 2,122 444 131 +14%
AI Agents 5 2,161 387 128 0%
MCP 3 3,411 206 87 +91%
LLM 1 4,226 639 179 -13%
Multi-agent systems 1 634 72 37 +86%
Real-time 1 6,887 1,132 212 +49%
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