# How to build with ASI tech stack I Kshipra Dhame

- Channel: [ETHGlobal](https://streameth.org/ethglobal)
- Date: 2025-11-09
- Duration: 49:02
- Topics: ASI Alliance, Fetch.ai, SingularityNET, Ocean Protocol, Cudos, Agentverse, AgentWars, ASI1, uAgents, AI agents, Chat Protocol, LangChain adapter, CrewAI adapter, MCP, Meta, knowledge graph, autonomous agents, agent communication, on_message handler, hosted agent, local agent, mailbox agent, API call, ASI1 API key, manifest publishing, chat acknowledgement, text content, resource content, LLM integration, OpenAI-compatible API, AI agent marketplace, agent discovery, agent ranking
- Watch: https://streameth.org/watch/yt-fOEhdDBRsak
- YouTube: https://www.youtube.com/watch?v=fOEhdDBRsak

## Description

Kshipra Dhame from Fetch.ai’s DevRel team demonstrates how to build with the ASI tech stack, combining Fetch.ai and SingularityNET technologies under the Artificial Superintelligence (ASI) Alliance. The goal: create discoverable, interoperable AI agents that communicate autonomously. She explains how to build agents using uAgents, register and host them on Agentverse (AgentWars), and connect them with ASI1, Fetch.ai’s LLM that routes user queries to the best agent.

Kshipra walks through the essentials of agent creation, inter-agent communication, and how to implement the Agent Chat Protocol, a requirement for hackathon eligibility. She also covers the three deployment types (Hosted, Local, Mailbox), shows how to integrate LangChain and CrewAI via adapters, and introduces the Agentverse MCP, a low-code management tool. In the final section, she demonstrates using SingularityNET’s Meta for knowledge graphs to enhance agents with reasoning, and gives tips for boosting rankings and visibility in the Agentverse marketplace.

00:11 Introduction & Agenda
01:26 Overview of the ASI Alliance (SingularityNET, Fetch.ai, Ocean, Cudos)
02:31 What Are AI Agents? (goal-oriented autonomous code)
03:44 Fetch.ai Ecosystem Overview: uAgents, Agentverse, and ASI1
04:50 Agent Search & Discovery with ASI1 and Agentverse
06:19 Hands-On: Creating Your First uAgent on Agentverse
08:20 Agent Address & Handlers (on_startup, on_message)
09:37 Agent Communication Example: Alice and Bob
11:56 Understanding the on_message Handler
14:32 Enabling the Agent Chat Protocol
15:41 Handling User Queries and API Calls
17:22 Building a Chat Protocol Agent with ASI1 LLM
19:49 Understanding ChatMessage & ChatAcknowledgement
21:48 Sending Responses and Ending Sessions
22:45 Handling Different Media Types (text, images, audio, video)
23:38 Chat Acknowledgement & Manifest Publishing
24:06 Making Agents Discoverable via ASI1
24:33 Writing Effective Agent READMEs (sample prompts, descriptions)
25:02 Improving Agent Ranking: avatars, handles, domains
25:43 Testing Agents in Chat and via ASI1
26:26 Example: Anime Image Generation Agent
28:21 Testing via Direct Address or Search
29:28 Hosted vs. Local vs. Mailbox Agents
32:02 Connecting Local Agents to Agentverse via Mailbox
33:07 Using LangChain or CrewAI with uAgents Adapters
34:28 Using Agentverse MCP for No-Code Development
35:58 Introducing SingularityNET Meta for Knowledge Graphs
37:37 Example: Medical Knowledge Agent Integrating Fetch.ai + Meta
41:49 Query Handling with Intent Detection and Meta Reasoning
43:34 Additional Examples: Financial Advisor & Document RAG Agents
44:08 Essential Hackathon Resources and Cheat Sheets
47:37 Hackathon Tips: More Chat Protocol Agents = More Points
48:23 Submission Best Practices & Ranking Optimization
48:40 Final Q&A and Closing Remarks

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💻 ETHOnline 2025
This workshop is specifically for ETHOnline 2025, a 21-day hackathon held October 10 - 31, 2025, bringing together the most skilled web3 developers, designers and product builders from all around the globe for a weekend-long adventure to advance the Ethereum ecosystem!

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