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Writer offers multiple development paths to build AI agents and applications, each designed for different technical backgrounds and use cases. Whether you’re a business user who wants to build agents without coding, a Python developer looking for a visual editor with backend flexibility, or an engineer who needs full API control, Writer provides the right tools for your project. Each option is powered by the same Writer generative AI platform but differs in code requirements, customization scope, and development approach.

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Development options comparison

Determine which path is right for you by thinking about what you want to achieve and your technical background:
PlatformBest forCoding requiredCustomization scope
No-code builderSimple AI agents for content generation, chat, and researchNone. Build with prompts and visual configuration onlyModerate. Chain prompts, configure outputs, and adjust settings through UI
Agent BuilderComplex workflows with UI components, data processing, and multi-step logicOptional. Use visual blocks or add custom Python for advanced featuresExtensive. Drag-and-drop UI builder, workflow automation, and custom code integration
Writer API/SDKsIntegrating AI capabilities into existing applications or building from scratchAdvanced. Full programming knowledge requiredUnlimited. Complete control over implementation and user experience

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Choose your development path

Agent Builder is ideal for anyone who wants to build complex AI agents using visual tools with optional coding.
With Agent Builder, you can:
  • Build AI agents using a drag-and-drop visual editor
  • Add Python code to your agent to build custom logic
  • Use external data, like APIs, to bring in information from other sources
  • Easily integrate Writer platform capabilities like Knowledge Graphs and tool calling using prebuilt blocks
  • Quickly analyze and visualize data using an LLM

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Getting started resources

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Guides

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Example use cases

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Start from a template

When building a new agent, you can choose to start from scratch or accelerate your development with a prebuilt template. These templates provide ready-to-use prompts, configurations, and workflows tailored to specific business needs and use cases. There are templates for no-code agents and Agent Builder agents.

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Template categories

Starter templates are core building blocks for common agent types:
  • Text Generation: Build no-code agents that collect user inputs and generate customized text
  • Chat: Construct conversational no-code agents with specific personas connected to your data sources
  • Research: Create no-code agents for conducting tailored research and analysis
  • New Agent: Start completely from scratch with Agent Builder when no template fits your needs
Industry-specific templates are specialized agents designed for particular sectors:
  • Financial Services: From broker research Q&A and 10-K summaries to fund compliance and market research
  • Healthcare: Medical article summaries, FDA guidance assistants, and regulatory document analysis
  • Legal: Contract review, compliance checking, and regulatory document processing
  • Retail and e-commerce: Product descriptions, competitive analysis, and SEO optimization
Function-based templates are templates organized by business function:
  • Marketing: Campaign briefs, content creation, social media posts, and brand messaging
  • Sales: Outbound emails, prospect research, lead follow-ups, and client relationship management
  • Customer Support: Help center Q&A, review responses, and sentiment analysis
  • Content Creation: Blog outlines, thought leadership articles, case studies, and presentation slides
  • Operations: Meeting summaries, document processing, and workflow automation
Custom Agents are organization-specific templates from your Agent Library. These are specialized agents that other users within your organization have created and published, offering tailored solutions and workflows that align with your company’s specific needs and processes.

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Filtering and discovery

You can filter templates by industry, function, and task.
  • Industry: Browse sector-specific templates across Finance, Healthcare, Legal, Marketing, Retail, and more
  • Function: Filter by business area such as Customer Support, Sales, Content Creation, or Operations
  • Task: Find templates by specific capabilities like Analyzing, Brainstorming, Researching, Summarizing, or Generating
Each template includes a detailed preview and description of its capabilities so that you can select the best starting point for your agent development project.

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Agent Builder templates

The majority of prebuilt agent templates are no-code agent templates. The following prebuilt templates use Agent Builder:
  • Content lifecycle: Transform a single campaign brief into a fully built, ready-to-launch campaign. This agent extracts goals and summaries, generates project tasks, creates copy and visuals, and runs the final content through customizable legal checks, streamlining every step of the marketing content supply chain.
  • SDR outreach: Generate personalized outreach emails tailored to a target account. This agent combines prospect research with product positioning to craft a multi-email sequence that aligns with the prospect’s business priorities and challenges.