Examples and Walkthroughs

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!

Basic RAG Chatbot

Build a simple but effective chatbot using RAG (Retrieval Augmented Generation) techniques.

RAG Chatbot with Cohere Rerank

Build a RAG chatbot that uses Cohere’s Reranker to improve the quality of its responses.

Multi-Agent Chatbot

Create a sophisticated chatbot system with multiple specialized agents working together.

Customer Support Bot

Build an intelligent support bot that knows when to escalate to human agents.

Slack Support Bot with Multiple Data Sources

Integrate a knowledgeable support bot into Slack that can search across multiple data sources.

Chatbots Debating Each Other

Watch AI agents engage in structured debates using adversarial techniques.

Convert PDF to CSV

Extract structured data from PDFs and convert it into easily manipulatable CSV format.

Parallelized Function Calls

Optimize performance by running multiple function calls in parallel.

Lookup Conference Attendees

Use Perplexity to research and analyze conference attendees’ AI/LLM involvement.