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CrewAI + Exa: Generate a Newsletter with Research Agents (Part 1)

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Alejandro AO - Software & Ai

In this tutorial, we will guide you through the process of creating an automation using CrewAI that uses a team of AI autonomous research agents. These agents will search the internet for the most recent news about any topic you desire, curate and summarize them, and then generate a newsletter with the latest news for your subscribers. The application will also feature a graphical user interface, allowing you and others to easily use it.




LINKS
Check out Exa: https://exa.ai/
Check out CrewAI: crewai.com
Github Repository: https://github.com/alejandroao/exac...
Install conda: https://conda.io/projects/conda/en/la...

☎ Get something like this for your company: https://link.alejandroao.com/consult...
Check out the second part of this tutorial (build the GUI):    • Build a Web App (GUI) for your CrewAI...  
Check out the article with the links to GitHub and other: https://alejandroao.com/crewaiwith...
Buy me a coffee... or a beer (thanks): buymeacoffee.com/alejandro.ao
Become a member of the channel for early access. Alternatively, you can become a Patreon here:   / alejandro_ao  




The video will cover the following topics, with the corresponding timestamps:

00:00 Introduction
2:36 Installing CrewAI
4:55 Project Structure
6:59 How to plan a Crew
14:52 Prompt Engineering
24:46 Your main Crew class
33:18 What is Exa?
37:46 Create Research Tools
53:45 Add inputs
58:56 Debugging
1:03:54 Run any LLM
1:14:20 Store each Step Output
1:21:16 Conclusion

In this automation, we will be using the following keywords and technologies: CrewAI, Automation, ChatGPT, OpenAI, LangChain, MultiAgent Systems, AI Agents, Autonomous Agents, Streamlit, and Graphical User Interface (GUI) for AI.

By the end of the video, you will have a solid understanding of how to create and run an automation using CrewAI that leverages the power of multiple AI agents. You will also learn how to write effective prompts for the agents' tasks, how to implement the agents and tasks in the project's code, and how to create and use tools that the agents can utilize to accomplish their tasks.

posted by Tohmeoq