AI Employees Outperform Human Employees?! Build a real Sales Agent
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- Опубліковано 1 чер 2024
- What does it take to build a real AI employee? Real example of building AI Sales & Reddit Reply Agent in production;
Get free Hubspot research of 100+ ways business are hacking chatGPT today: clickhubspot.com/jh1
🔗 Links
- Follow me on twitter: / jasonzhou1993
- Join my AI email list: www.ai-jason.com/
- My discord: / discord
- Waitlist if you want this Reddit Reply Agent: forms.gle/B6JU1GQPC7Rueahw7
- CrewAI: www.crewai.io/
- RelevanceAI: relevanceai.com/
⏱️ Timestamps
0:00 Intro
3:35 How does people use chatGPT at work
4:42 My learning of building sales agent
8:07 Sales agent demo
9:02 Why AI Employee is better than Human employees?
10:31 Build Reddit Reply Agent
11:44 CrewAI code
17:26 No code alternative
👋🏻 About Me
My name is Jason Zhou, a product designer who shares interesting AI experiments & products. Email me if you need help building AI apps! ask@ai-jason.com
#agents #crewai #autogpt #gpt5 #whisper #whisperkit #mixtral #gpt4turbo #gpt4 #ai #artificialintelligence #tutorial #stepbystep #openai #llm #chatgpt #largelanguagemodels #largelanguagemodel #bestaiagent #chatgpt #agentgpt #agent #autogen #openai - Наука та технологія
What types of Jobs do you think we should try to automate the next? I will make a video demo
please make a video on how AI can enhance self healing infrastructure like the way kubernetes operators work
I think you could easily replace buyer's side real estate agents, seller side would be trickier. Have a program that interfaces with the buyer and can schedule viewings (make an appointment with the seller's agent and get the code to the lock box), answer buyer questions about a property and specifics about an area (info readily available on the MLS listing), assemble an offer package (they just enter offer info into a series of pre-made fillable PDFs), and answer some questions about mortgage pre-approvals (real estate agents aren't loan officers and just refer you to their network for actual expertise, a LLM could give way better guidance than a real estate agent). They do a very small amount of work, most of which could be fully automated, and make 2.5%+ commission on the property purchase price.
Make a real AI workflow that solves Manga/Manhwa creation.
Takes a scene script and character images as input and
creates an entire page of manga as output, consistent characters, and different poses that suit the scene.
Customer Service (General Information, Orders, Shipping etc..)
can you walk through your BDR agent implementation that you've deployed internally for companies?
would be great to see how it works, as well as any limitations encountered by having it deployed in a real-world setting
Honestly, best AI youtuber, I been having trouble finding a new job after my last software dev contract ended. But, with your videos I have so much faith and know if I master these tools i will be okay.
Good luck mate, that means a lot ❤️
This is insane, I didnt know you can do things like wait function to get over Reddit rate limit, gonna give it a try! Thanks for sharing
Hey bro, I am so glad I found your channel. I subbed with no break. You're channel is amazing with AI things.
I was thinking instead of triggering the agents through Reddit, another option would be using any of the Identity Resolution softwares on the market that identify who is visiting your website and give you their name and contact info. Then you could have the agents research their business and draft a personalized email of how your business could help them, schedule appointments, etc.
Great idea! But I thought those identity resolution only provides domain, do t give you specific emails?
Yeah I thought you could see intent at the account level but not the contact level
The only problem with this is as someone who works in sales one of the most common things i hear is "please give me a human" or "thank god you are a human"...
Yes, interacting with a human is more like a dance.
when non-humans start solving stuff for real, that complaint will quickly become obsolete.
You've never worked in customer service, have you?
What you speak of is so far off from where AI is now its not even worth it to discuss..@@hydrohasspoken6227
@@hydrohasspoken6227 good luck with that
I have been responsible for working with and training a large support team for a digital printing equipment supply company and I can tell you this with certainty - everyone wants a human, until that human doesn’t respond quickly enough or the answers they provide are not adequate. I built an AI SMS tech support agent and almost without fail, end users prefer reaching out and getting a high quality, detailed solution in 60-90 seconds versus waiting hours or sometimes days for a human support agent. There are some times when a human is needed, but 80% of common issues can be resolved in minutes versus hours and for digital print shops, that can make a huge difference in their profitability…. A few hours of downtime can be devastating to some of these businesses. Even when users get a human on the line, we are working with 30+ techs who all deal with dozens of pieces of equipment to support so they are certainly not experts on every piece of equipment - my AI support agent is an expert and the tech guys often use it to find suitable answers, even on those rare occasions end users don’t want to interact with it directly.
Great content, kudos. I saw the "waiting" list, does that mean you don't share your code repo for this reddit example?
Hey Jason, fantastic video as always. I see that you are using Relevance AI more and more now, is that the go to for No/lowcode AI automations? I've tried the free plan and templated agents but it felt extremely weak and doesn't really do all that much.
okkay, so i've finally seen a 5-star ad being quoted in a tech yt vid 😂😂
Accelerate. Thanks Jason
love your videos and structured approach to problem solving. though, why not mentioning directly that you you work for relevance AI? there is no shame in saying that all the videos you have made were a small part of the journey in building a more robust solution at relevance. I would likely be more interested in signing up in that case instead of finding out that you sort of bamboozle viewers into believing you just happen to find and use the platform independently
Thanks for the video and the demo. Will you make the source code available?
Thanks!
00:03 AI technology revolutionizing various industries
02:03 Deon is a highly capable AI software agent
05:13 Construindo um agente de vendas BDR para lidar com todo o processo de leads
06:46 Building AI employees can reduce costs significantly
09:56 AI employees eliminate communication barriers and are easily scalable
11:36 A equipe de marketing vermelha precisa usar uma estrutura multiagente
14:51 Creating specialized tools in Python for Reddit interaction.
16:26 Configurar uma equipe de agentes de IA para trabalhar juntos.
19:16 Using reflection for better results
20:39 AI Sales Agent performs automated tasks with precision.
23:31 Creating an AI agent to gather Reddit posts and interact with users.
Can you explain how you did the ranking of the relevance of the posts? I tried to get a grading 0-10 for each post but the results are really poor. It seems hard for the model to decide if a input contains relevant input or eg. just random numbers.
I feel like this video was a bait and switch. Id much rather see you setup a small auto sales team rather than a reddit spam bot.
True
You can use the same method to build your own sales team
man built a reddit spam bot lol
I think you missed the point
He taught you the foundation on how to make many agents work together in a very complex way. Figure out yourself what you need to accomplish... Use this as a blueprint
Hello,
I need to implement a project for my authority.
I am trying to find out if it is possible to create multiple crews in CrewAI and have them work together. My plan is to have a Manger LLM who then assigns the task to the appropriate crew. So I would have planned to create an IT department (crew), a legal department (crew), an analyst department (crew), and depending on the user's request, the manager assigns them to the right department (crew) and they collaborate with other crews. One of the tasks would be to analyse a PST file and search it according to certain criteria and create graphs of email traffic.
What are your thoughts on this? Is it even possible to implement this?
HI Jason, where can we get the codes for your program for CrewAI
Any experience with open source models with crew ai? So far results with them did not meet my expectations.
br
Hi, I want to create a model based on knowledge which is in multiple pdfs with different languages. how can i achieve that?
I wonder which types of jobs will be automated first? Sales & marketing does feel like good ones to start with;
Personally I will pay for the linkedin agent if you get one!!
And what would this linkedIn agent do? I'm interested in building AI agents that automate stuffs.
You should be able to duplicate everything in this blueprint for Reddit to basically create the same concept with the same tools that work with Linked-In and sales navigator. Did you find someone to build this out for you yet? Are you still looking for someone to build this model out for you?
I'm trying to build an AI agent on this platform and I need a hand to integrate it into my business
Will google agent builder will replace this?
I came here from reddit 🤣
Hah no way, from a reddit comment that link to my channel? 😂 ok this is working
RelevanceAI looks to be on the right track to be one of the top AI agents platforms , the only issue is that is very expensive to use!
Too bad....
ikr. the team's plan is like 599$ 😱
I have the same problem and there aren’t many alternatives, I’m trying to build my agent teams in make and zapier
I love how Jason’s video titles are good but the value inside is even better!
Can't you do this in Zapier?
Wuite literally the best AI UA-camr. Simple and relavent
I get what you're doing for the clicks and algo with the title and intro, but we're definitely jumping the gun here. Devin was a tech demo from a startup, and nothing is usually more exaggerated than a tech demo from a startup. We're not there yet, it's definitely the goal of these AI bots, but we are not there yet by far.
Hi, is it possible to add a French translator to your videos? A French youtuber recommended your videos to us on the Gpu, but there's a language barrier. In the meantime I'm subscribing, hoping for a solution.
This was funny
🤯Contact Center : Tech support call
*Phlanx's caption generator* leverages cutting-edge AI algorithms to craft compelling captions tailored to your brand's voice and audience preferences. By analyzing trends and user engagement data, it ensures your content remains relevant and resonates with your target market, ultimately driving higher conversion rates and ROI for your business.
I wonder how many UA-cam comments and product reviews are already AI generated?
80% of them, if you go to larger YT Channel videos you will see a pattern.
Oh boy...they do just what you want...oh boy, amazing...but what if what you want is wrong? These techniques will destroy the businesses that use them. Inflexibility puts your business in the death curve.
you can always do A/B testing before release, like Verizon did
Brilliant once again! 🏆
Jason, question about your CrewAI experience. Yesterday I watch a video from @VRSEN where he talked about the limitations of AutoGen (Conversation limitations, configuration, hallucinations) and CrewAI (only allowing hierarchal or one to one agent communication) so he built his own framework to overcome those limitations. Have you also experienced such issues?
If you're interested: ua-cam.com/video/MOyl58VF2ak/v-deo.htmlfeature=shared&t=579
🎯 Key Takeaways for quick navigation:
00:15 *🤖 Overview of AI's Impact on Job Market*
- Introduction to AI's impact on job responsibilities.
- Emergence of AI agents transforming work processes.
- Overview of the potential for AI to automate various tasks, leading to job transitions.
01:31 *🔧 Evolution of AI Agents*
- Evolution from AI tools to AI agents.
- Introduction of Auto GPT and its limitations.
- Transition to more capable AI agents like Deon, the AI software engineer.
03:10 *📈 Insights from Building AI Employees*
- Experiences and insights gained from deploying AI employees in business settings.
- Challenges faced in building AI employees, particularly in sales functions.
- Paradigm shift towards specialized AI agents working together to achieve tasks efficiently.
04:35 *💼 Utilizing AI in Business Operations*
- Utilization of AI in various business operations, including lead generation and support ticket resolution.
- Recommendations for finding inspiration for AI-based business ideas.
- Importance of exploring diverse AI applications in business contexts.
08:08 *🤝 Demo: AI Sales BDR Agent*
- Demonstration of a sales Business Development Representative (BDR) AI agent.
- Overview of the agent's workflow, including research, email drafting, and scheduling.
- Real-world application and effectiveness of AI sales agents.
09:17 *🧠 Advantages of AI Employees*
- Transparent decision-making process with AI employees.
- Elimination of communication barriers and scalability with AI employees.
- Comparison of AI employees versus human employees in business operations.
10:28 *🌐 Example: Creating an AI Reddit Marketer*
- Concept and implementation of an AI Reddit marketer.
- Creation of a multi-agent system to automate Reddit marketing tasks.
- Utilization of tools like CreAI for building AI agent systems.
19:35 *🔄 Reflecting on Agent Actions*
- Agents utilize reflection to analyze their actions and determine next steps,
- Reflection aids in decision-making processes for agents,
- Reflection assists agents in achieving better results by evaluating their actions.
20:02 *💬 Creating Reddit Comment and Posting*
- The agent identifies relevant Reddit posts and drafts personalized comments,
- A manager agent oversees task delegation to specialized agents for efficient handling,
- Comments are posted on Reddit after human approval, ensuring quality control.
21:00 *🤖 Setting Up Agent Tasks*
- Agents are programmed with specific tasks and instructions for optimal performance,
- Task allocation and coordination among agents are crucial for seamless workflow,
- Each agent is assigned distinct responsibilities to contribute to the overall task completion.
22:10 *🔍 Guiding Agent Behavior with Instructions*
- Agents receive detailed instructions and guidelines to guide their behavior,
- Specific rules and prompts shape agent actions and decision-making processes,
- Instructions ensure agents operate efficiently and effectively within defined parameters.
23:20 *📊 Controlling Agent Behavior with Workflows*
- Workflows and flowcharts dictate agent actions and sequences of tasks,
- Agents follow predefined workflows to accomplish specific objectives,
- Scheduled execution of workflows automates tasks for consistent performance.
Made with HARPA AI
cringe
@@naturo_yatangakiyou are cringe. The other comment is containing value
@@thevikingsock8527 ♥
lol!
1st?
You know what AI won't be able to do?
Talk about hot topics.
Curious. Why do you think that?
@@EdwardAustin Because all major AI platforms are incredibly censored.
The long tail of being ‘let go’ because of AI isn’t long at all. Flip it and unionize against an employer that you can prove let you go because of AI. The profile of AI’s ‘convergent evolution’ is able to be profiled. Measured. The revolutions of AI rise and fall and if an employ let you go because of AI then they will be looking to hire another round in ninety days. Amazon PAYS people to leave. These top-most companies are highly influential to ALL USA companies. You neither have to fear it or stand for it. But do learn some AI, honey. 😮
AI is to stupid to write a funny joke, and you promoting it like it could do sells. what a joke.
Are you living under a rock?
@@oshodikolapo2159 Have you ever done sales and face to face sales? I mean its easy to scam people online these days that's for sure but if you are selling to big companies you wont close online without a human.
@@oshodikolapo2159 good one