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!
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.
Reflection Agent
Evaluate and refine AI-generated outputs through self-assessment.
ReAct Agent
Build a ReAct agent that dynamically calls tools based on previous tool responses.