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!

Connect prompts to create a more powerful workflow.

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.