Examples and Walkthroughs

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

Customer Support Bot with Escalation To Human

Concepts: Routing, Classification, Chatbot, Statefulness, State Management, Function Calling, Dynamic API URLs

Slack Support Bot, Cites Sources using Multiple Indexes

Concepts: Document Indexes, Metadata, Zapier, Slack, Citing Sources, Combining Sources

Chatbots Debating Each Other

Concepts: Chatbots, Chat History Modification, Conditionals, Adversarial Debate, Academic Research

Convert PDF to CSV

Concepts: PDF Parsing, CSV Generation, Data Extraction, Data Transformation, Document Indexes, Map Nodes

Blog post

Multiple Parallelized Function Calls

Concepts: Parallel Function Calls, Concurrency, Map Nodes, Chat History, API Calls

Lookup Conference Attendees with Perplexity

This example takes a URL, looks up all people mentioned on the page, and sorts them in accordance with how involved they or their affiliates are with AI / LLMs.

Concepts: Perplexity, SERP, Research Automation, Structured Data Extraction, Parallelization