For AI agents: a documentation index is available at the root level at /llms.txt and /llms-full.txt. Append /llms.txt to any URL for a page-level index, or .md for the markdown version of any page.
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  • Getting Started
    • Overview
  • Agent Builder
    • Using the Agent Builder
  • Prompts
    • Prompt Engineering
    • Collaboration
    • Custom Models
    • Multimodality
    • Prompt Caching
  • Workflows
    • Introduction
    • Experimenting
    • Integrating
    • Function Calling
      • Overview
      • Prompt Chain
      • RAG Chatbot
      • RAG with Cohere Rerank
      • Customer Support Bot
      • Convert PDF to CSV
      • Summarize Images of Websites
      • Parallelized Function Calls
      • Lookup Conference Attendees
      • Multi-Agent Content Creation
      • LLMs Debating Each Other
      • Zapier Airtable Integration
      • Automating PR Reviews
  • Evaluation & Test Suites
    • Quantitative Evaluation
    • Evaluating RAG Pipelines
    • Online Evaluations
  • Metrics
    • Out of the Box Metrics
    • Custom Metrics
    • Reusing Metrics in Test Suites
  • Deployments
    • Deployment Lifecycle Management
    • Observability in Production
    • Environments
    • Release Tags
    • Release Reviews
  • Monitoring
    • Monitoring Production Trends
    • Track Workflow Execution Costs
    • Datadog Integration
    • Webhook Integration
    • Execution URLs
  • Documents
    • Uploading Documents
    • Integrating w/ Search API
    • Metadata Filtering
  • Security
    • Data Privacy and Storage
    • HMAC Authentication
    • Role-Based Access Control (RBAC)
    • Static IPs
  • Organizations
    • Manage Organization Access
    • Data Retention Policies
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WorkflowsExamples

Examples and Walkthroughs

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Below you’ll find many example architectures for common use-cases, alongside some video walkthroughs that explain the architecture of each. You’re free to use these as a starting point for your own applications!

Prompt Chain
Connect prompts to create a more powerful workflow.
RAG Chatbot
Build a chatbot using Retrieval Augmented Generation (RAG).
RAG Chatbot with Cohere Rerank
Enhance RAG chatbot responses using Cohere’s Reranker.
Multi-Agent Content Creation
Coordinate multiple AI agents to collaboratively create content.
Customer Support Bot
Automate support and escalate complex cases to humans.
Zapier Airtable Integration
Integrate a support bot into Slack with multiple data sources.
LLMs Debating Each Other
Watch language models engage in structured debates.
Convert PDF to CSV
Extract structured data from PDFs into CSV format.
Parallelized Function Calls
Run multiple function calls concurrently for efficiency.
Lookup Conference Attendees
Research conference attendees’ AI involvement using Perplexity.
Summarize Images of Websites
Analyze website screenshots using multi-modal LLMs and Firecrawl.