on this channel we've explored how AI can greatly enhance code generation where it can fully code out a full stack app for you or it could assist with knowledge retrieval using rack techniques and in certain cases it can serve as a personal AI assistant but here's the thing many people still don't know how to build or deploy AI agents or AI assistants that's why today I'm going to Showcase how you can integrate AI into your workflows as a realtime Voice Assistant while whether it's helping you generate content or answering questions on the spot this no
code solution will make it all possible and it's something I'm going to Showcase step by step with a trustworthy platform I showcased many times on this channel called Vector shift Vector shift is a no code AI automation platform it's an integrated framework that's combining no code low code and outof the-box generative AI Solutions fore to build AI powered search engines AI assistants chatbots as well as various automations and I've showcased multiple videos where I automated data entry processes I've also automated lead generation uh sending out emails and so much more which I'll leave links to
in the description below but in general this is a great platform that will help you automate almost anything with the help of AI and today we're going to be utilizing this trustworthy no code platform to help us create our AI Voice Assistant that we can use on the spot so what I want you guys to do is head over to the vector shift website which I'll leave a link to in the description below once you are here click on this button over here which will take you to sign up an account with Vector shift so
you can do this with your email address or your Google account or with GitHub and once you have done so we can then proceed forward with the next step after signing up you'll then be sent over to the main dashboard of vector shift where you're going to be able to manage all your pipelines these are all the automations I've actually created in the past and if you are to actually go over to the marketplace you can actually adopt a readymade template of an automation or of an chatbot by simply just clicking on the play button
and you can see that there's various sorts of different templates that we'll take a look at in a bit you have your knowledge base in which you can upload various sorts of files as well as URLs that could be scraped recursively you can also have it so that you can manage your automations chat Bots create forms you can create voice spots you can also have it so that there is also the ability to track your metrics for the chat Bots or for the automations so in this case what we're going to be doing is creating
our AI Voice Assistant that could be deployed on standby meaning that it could be used on the spot to ask questions or help generate various sorts of content so what we're going to be doing is creating a pipeline from scratch so click on create a new Pipeline and it'll then send you back to this template page I wanted to talk about this is where they have categorized various templates from from assistants to chatbots to even Finance strategies you can automate your Gmail you can automate various Integrations such as Google Drive even your Discord or slack
but in this case what we're going to be doing is creating a pipeline from scratch but this is a great way for you to actually deploy a readymade template that you can easily get started with to automate various functionalities with the help of AI now once you have created uh your pipeline from scratch you'll then sent over to the drag and drop Builder which is going to help you create your AI Automation in this case our AI Voice Assistant to get a better understanding of the AI voice spot or the assistant that we're going to
be creating let me engage in a conversation with it so what we can do is first start off by clicking on the button for our AI voice agent hi there I hope you're doing great today did you help me with the simple math problem could you help me divide 50 into 2,000 of course to divide 2,000 by 50 simply perform the division 2000 div 50 = 40 so 50 goes into 2,000 a total of star 40 times let me know if you need any further clarification and in essence this is the AI voice assistant or
the voice agent that we're going to be creating and helping us with various sorts of content generation as well as with simple Q&A so now what we're going to be doing is starting off off by creating our AI agent or AI assistant and this is by placing in an input node and an output node which is quite foundational for any workflow to be operational where inputs come in and they are then proceeded to the output first we're going to need to change the type of the input node and this is where it's going to be
audio because we're going to be speaking to our voice assistant and it's going to take that audio and what we're going to be doing is having it so that it's going to process that audio into text so that it could then reference our knowledge base as well as a large language model node to provide an answer which is something that I'll mention in a bit but in this case we can then connect this to the speech DET text node which you can access in the multimodal tab and you can also choose deep gr between these
two options or the open a whisper model but now that we have that set what we're going to be need to do is changing the output type to text or as audio this is something that is truly going to depend on what your preference is but in this case I want it to respond as voice assistant then what I want you to do is head over to the knowledge based and place in a knowledge based node this is where we're going to have the AI reference our knowledge base or our context to provide answers based
off the knowledge we wanted to respond with so in this case you can place this node in and then you can create your knowledge base we can name this voice AI agent knowledge base and then we can simply then create this but you can also change the configurations for the chunk size as well as the permanent settings such as the embedding model having it so that there's Advanced document analysis or having it as a hybrid system in this case we're just going to keep it the basic uh normal settings and then we're going to be
providing a couple URLs as well as having it scrape the URL so in this case you can have it so that it could recursively do this and it's going to be able to rescript on an hourly daily weekly as well as a monthly basis now this will give you a lot more flexibility to provide more I would say detailed responses or more up-to-date uh information for your assistant another cool thing with Vector shift is that you're going to be able to also Implement Integrations with various applications like Google Drive slack or even typeform and this
way you can even have the ability to connect it with many of these apps to provide the context that is needed for the AI to respond in a certain particular manner so now that we have uploaded and created a knowledge base we can then connect the speech to text node to our knowledge base and now what we're going to be doing is having a large language model node process the context of our knowledge base as well as the speech that has been transcribed into text and it's going to then output and answer as an audio
so now what we're going to be doing is giving it a system prompt promp to our large language model node which is to answer the questions based on the context and we're going to need to set up two prompts to connect the speech to text node as well as the knowledge based reader node and to do so what we're going to do is first name one as the question which is then something that you can do like this and then press enter and then click on the insert variable which you can then rename to question
now let me zoom in so that you get a better view of this now if you go down you're going to then create another node to connect the knowledge base and you can then simply just name this context and once you have done that just simply click enter again and click on the insert variable button and rename it to context so this way you have both of these variables uh having an outflow to connect the two nodes so now that we have this connected we can then go move forward and have it connected to the
last step and to have the text to speech being outputed to us we're going to need to go back into the multimodal Tab and we can either paste in a TTS open AI node or you can even utilize 11 lives now in my opinion this would be a great uh alternative but the TTS open aai uh node would be best used in this particular use case so what you can do now is just simply connect this node and then you can have the TTS node connected to the output and there you go you have your
flow fully created so you can now just simply click on deploy changes now that that is saved you can then click on the export button or you can even test this out as a standard demo within your Builder but in this case we know it's going to be functional so we're going to head over to exporting this by clicking on this again and then exporting it as a voice spot not as the other options but as a voice spot so we're going to name this as a world of AI voice spot and we can then
click on create voice spot now the great thing is Vector shift is going to enable you the ability to configure The Styling of your assistant so it can have it so that it is going to be rebranded to your own specific brand or for your own specific styling and now that you have set your basic appearance you can then simply click on export you can have it so that you can embed this to a website or you can even have it so that it could be shared as a link and have it so that only
people with a password can access it so now let's test this out this is actually an AI voice chat bot or an assistant that I've created and it's going to be helping me with answering questions about my channel hi there I wanted to know a bit more about what the world of AI channel is truly about the world of AI YouTube channel is focused on providing comprehensive content related to advancements tools and Trends in the field of artificial intelligence AI here's a detailed overview of what the channel offers and look at that this was how
I was capable of building a simple AI voice spot or an AI voice agent that can assist me in various ways and this is the capability of vector shift and this is something that could be quite more intricate this is just a basic flow but I definitely recommend that you try and play around with it so that you can create more intricate flows that can assist you in various ways but that's basically it guys I hope you enjoyed today's video and you got some sort of value out of it I'll leave all the links in
the description below this is a great platform that you can utilize to help automate various things and create cool things such as the AI Voice Assistant that we did today but with that thought guys I hope you enjoyed this video I'll leave all the links there in the description make sure you follow me on the patreon so that you can access different AI tools completely for free and if you haven't already make sure you follow me on Twitter a great way for you to stay up to date with the latest AI news and lastly make
sure you guys subscribe turn on the notification Bell like this video and check out our previous videos so you can stay up to date with the latest AI news news but with that thought guys have an amazing day positivity and I'll see you guys fairly shortly peace out fellas
