Build a Customized AI Agent Without Code Using Relevance.ai
Unlock the Power of AI Agents: Build a Daily Newsletter with Relevance.ai
Think software engineers crafting marketing strategies or project managers designing tech apps – unconventional, right? This is the new normal. AI agents, powered by advanced large language models (LLMs), are transforming multitasking. They're not just assistants; they're autonomous contributors, managing projects, making decisions, and boosting productivity. And now, no-code platforms like Relevance.ai make them accessible to everyone – regardless of technical skills. This blog shows you how to build a daily email newsletter agent using Relevance.ai.
Table of Contents
- Getting Started with Relevance.ai
- Building an AI Agent with Relevance.ai's Pre-built Templates
- Understanding Relevance.ai's Features
- Creating a Daily Newsletter Agent
- Step 1: Email Integration
- Step 2: Building the Tool
- Step 3: Constructing the Agent
- Conclusion
- Frequently Asked Questions
Getting Started with Relevance.ai
Relevance.ai defines agents as AI team members working independently or collaboratively with other agents and humans. They have specific roles and responsibilities, adapting their methods to achieve goals. They leverage provided domain knowledge, prompts, and tools.
Relevance.ai simplifies agent creation with:
- Pre-built Templates: Ready-to-use templates created by domain experts, customizable to your needs.
- Tools: Pre-built tools (Google Search, Web Scrape, CSV analysis, etc.) and the ability to create custom tools.
- Multi-agents: Easily build complex systems using multiple agents.
Each user receives 100 daily credits.
To begin:
- Visit: https://www.php.cn/link/8cc9db4e58f997f9ac4cd4dce9b06d3b.
- Sign up.
- Select your data center (e.g., "Australia (East)" for India) for optimal performance.
Building an AI Agent Using Pre-built Templates
Relevance.ai offers pre-built agent templates (like the "City Event Guide") that you can clone and customize.
- Clone a template.
- Enter the agent's homepage.
- Use the input field (e.g., city name) and press "Ctrl Enter".
- Customize the agent using the "Configure Agent" button.
- Modify tasks by editing the "Core Instructions" (left panel).
- Change the LLM and its creativity ("Temperature") in "Advanced Settings".
- Save changes.
The left panel ("Workforce") lets you manage agents, tools, and knowledge sources. The "Monitor" section (Business plan only) provides activity and analytics. The "Account" section offers integrations (Gmail, LinkedIn, etc.).
Building a Daily Newsletter Agent
Problem: Sifting through numerous newsletters to find relevant information is time-consuming.
Solution: An agent delivering a daily email newsletter summarizing relevant news.
Implementation: Requires:
- An email account.
- A tool to gather information (latest blogs, news, email addresses).
- An LLM to summarize information and create the email.
Step 1: Email Integration
- Click "Integrations," then "Google."
- Click " Integration" and connect your Gmail account.
Step 2: Creating the Tool ("Newsletter Tool")
- Go to "Tools," click " New," then " Create Tool."
- Name it "Newsletter Tool."
- Add inputs:
- AV's blog website (text input, default value: https://www.php.cn/link/196268d973fe71025e5e9a9b6ef4c6f1)
- Gen AI News (text input, default value: "Latest news on Generative AI")
- Email ID (text input)
- Add steps:
- "Extract Website Content" using the blog website input.
- "Google Search" using the Gen AI News input.
- Add an LLM with a prompt summarizing the outputs from the previous steps. Use placeholders like
{{scrape.output.page}}
and{{google.organic}}
. - Add a "Send Email" step, configuring it to use your integrated Gmail account, the email ID input, a subject ("AV's Daily Newsletter"), and the LLM's output as the email body.
Step 3: Building the Agent ("AV's Daily Newsletter")
- Go to "Agents," click " NewAgent."
- Create the agent's profile (name, description).
- Connect the "Newsletter Tool." Set "Approval Mode" to "Auto Run" and "Max auto runs" to "No limits."
- Add agent instructions: "You are an AV's Daily Newsletter agent. Use Newsletter Tool to create it."
- Run the agent by typing "Send a newsletter to >" and providing the recipient email.
Conclusion
Relevance.ai empowers anyone to build AI agents without coding. Its features facilitate rapid prototyping and scalability.
Frequently Asked Questions
(The provided FAQs are already well-structured and can be included directly.)
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