CrewAI Flows | Sales Pipeline Flow Demo

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AI Summary

Video Summary

Creating a Sales Pipeline Flow with Crew AI

• Introduced a new feature in Crew AI to create a flow named “Sales Spy Play.”
• Demonstrated how to create a flow with a folder structure and main file for the sales pipeline.
• Explained the concept of flows with an example of creating a poem, then moved on to a practical use case.
• Created a FlowTextOut class with a fetchLeads function marked with a start annotation to indicate the beginning of execution.
• fetchLeads function returns an array with a sample lead.
• Other functions like scoreLeads listen for the completion of fetchLeads and execute subsequently.
• Multiple functions can listen to one function; for example, storeLeads and filterLeads both listen to scoreLeads.
• Once storeLeads and filterLeads are done, an email can be written and sent.
• Introduced the concept of Crews within the flow and demonstrated creating two Crews: “Lead Enrichment Crew” and “Email Writing Crew.”
• Crews have a structure with agents and tasks defined in YAML files.
• The pipeline imports the two Crews and uses them to score leads, enrich lead data, and write tailored emails.
• Ran a command to plot the flow for analysis and documentation.
• Showed the execution of the lead enrichment Crew, which uses a tool called “serper” to scrape web pages and gather information.
• Displayed the results of the Crew’s work, including a high-scoring lead and a generated email tailored to the lead’s company.
• Calculated the cost of using GPT-4 to enrich and write an email.
• Provided an example of the cost for processing 10,000 people and showed the detailed information gathered in JSON format.
• Mentioned the versatility of flows and Crews for executing various tasks.

Detailed Instructions and URLs

• No specific CLI commands, website URLs, or detailed instructions were provided in the transcript.