VectorShift: New No-code AI builder that Live-Sync to Your Data

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Күн бұрын

VectorShift No-Code AI Chatbot Builder
In this video you will learn how you can build an AI chatbot, complete with RAG for answering questions from a knowledge base, without writing a single line of code using VectorShift.
🙏 Support My Channel:
Buy me a coffee ☕ : www.buymeacoffee.com/leonvanzyl
📑 Useful Links:
VectorShift: www.vectorshift.ai
💬 Chat with Like-Minded Individuals on Discord:
/ discord
🧠 I can build your chatbots for you!
www.cognaitiv.ai
🕒 TIMESTAMPS:
00:00 - Intro
00:38 - Project Overview
01:01 - Pricing
01:24 - Create Account
01:28 - Dashboard overview
02:54 - Creating Pipelines
03:41 - Input and Output Nodes
05:19 - Variables
07:01 - Adding an AI Model
08:40 - Passing user input to Prompt
10:12 - Add Knowledge Base
13:02 - Inject context into Prompt
14:17 - Edit Knowledge Base
14:46 - Deploying Chatbot
15:55 - Enable Response Streaming
16:30 - Website Embed
16:51 - Deploy as Chatbot

Пікірлер: 78

@ThePandaGuitar 3 ай бұрын

Leon, I love that you're showing us very practical things. I'm a big fan of your channel!

@leonvanzyl 3 ай бұрын

Thank you!

@digitald74 3 ай бұрын

you are doing a fantastic job leon 👌

@leonvanzyl 3 ай бұрын

Thank you

@fernandogg152 3 ай бұрын

Good job Leon ❤

@leonvanzyl 3 ай бұрын

Thank you

@jeremybristol4374 3 ай бұрын

Love the product, looks like a more accessible Flowise. But the pricing tiers are not attractive. Would rather they price tier by usage rather than by workflows. One workflow in the free tier and 5 in the 240 a year tier is too slim to be useful.

@DhaoistAzazel 2 ай бұрын

this is amazing!!

@sadyaz64 3 ай бұрын

it's impressive .thank you

@leonvanzyl 3 ай бұрын

Glad you like it!

@e-Course. Ай бұрын

Very nice and easy to understand video

@altonjones5271 3 ай бұрын

Great video again Leon! If I can give a suggestion for maybe a future one, would you make a video on real world use cases you have seen or worked ,so we can have an idea of what's possible? The ones you did before on lead gen were great.

@leonvanzyl 3 ай бұрын

Absolutely! I'm planning a few videos that a longer projects where we apply these technologies.

@garymdmd 2 ай бұрын

So many platforms out there now! Hard to know what to use? I like this one due to how compact and versatile it is. If i can get enough I will try to add to the discussion of what platform to use and when to do that. I have to say that using both flowise and vectorshift have not given me impressive results. My first attempt is to upload a file that contains a simple table from a book club that is a list of Dates, Books Title, Presenter. I tried using a .csv and using a pdf format file in both of the above platforms. Both had trouble answering the most simple questions - for example "what titles have the word 'china' in the title". Makes me think I am either really missing something or they are not well structured. Do I have to implement a tool like SQL search or should something like I asked be accomplished by these platforms? Thanks for the video - I hope you get all the subscribers you deserve for this work!!!

@leonvanzyl 2 ай бұрын

Hey Gary, I would definitely like to get your thoughts on these platforms.

@Sp1Dski 2 ай бұрын

Awesome Video Leon! I have been watching your Videos for months now and I have learned a lot. The only thing I am having a hard time with is that there are so many tools that I am having a hard time to pick the right one. What would you recommend me to do in this case? How can I make sure I pick the right software for my project? For example, should I pick Flowise or Vectorshift? Thank you and keep up the great work!

@leonvanzyl 2 ай бұрын

It can definitely feel overwhelming. Both tools have their strengths so it depends on your requirements.

@Obinna-ai 2 ай бұрын

Nice one. Looks like Botpress meets Zapier. I might give it a shot. Like someone already mentioned, it'd be good to showcase typical use cases (like a bot for customer service, booking an appointment, generating leads...). Good job, though

@stephenwhiting8508 3 ай бұрын

Leon, for the knowledge base . Can we pull directly from Pinecone instead of having to upsert files again through VS?

@khalidkifayat 2 ай бұрын

Hi leon, 1. which vector pricing package would u recommend Pro or Premuim for single client work 2. Flowise render deployment $25/month while vectorshift $20/m, whats your take ?

@alistairtennant3299 2 ай бұрын

Hi Leon - thanks! Please could you incorporate a bot into your lessons to store & search all your video transcripts so we can find topics easily? With all your content it would be very useful to speed this process up. Thanks again!

@petercaspari680 3 ай бұрын

Thanks for another great video. I've been following your videos getting up to speed with Flowise. Is it time to drop Flowise in favor of VectorShift?

@leonvanzyl 3 ай бұрын

HAHA, I wouldn't quite say that. Flowise is awesome, but these are two very different platforms. I do want to review and show more No-Code platforms on my channel - not just Flowise :-) . Best is for you to try these platforms out with me and decide on which one would work for your client or use-case.

@ichbleibefreiFlorianFreiheit 3 ай бұрын

Thanks to you I have deployed to chatbots with Flowise, one customer assistant bot and one Bot for work instructions and work processes. They are really great but updating the knowledge base is not very intuitive.

@WayneBruton 3 ай бұрын

Awesome Video Leon, are you going to do more videos on Vectorshift?

@leonvanzyl 3 ай бұрын

I will if there's a demand 😁.

@WayneBruton 3 ай бұрын

@@leonvanzyl I would definitely like to see more. Been looking at some of what it can do. I really like Flowise but vectorshift seems possibly a bit more intuitive.

@bikedawg 2 ай бұрын

Can the Knowledge Base Reader read a json file as a dataset for the chatbot queries?

@reedycat-f7r 2 ай бұрын

Leon, thank you a lot for all you videos - every time I take a lot of value from almost each of them! Could you tell something about pricing model you use for your agency? Especially how do you charge you clients for using AI tokens? I mean you charge clients for AI tokens separately, or it is "underhood" of your monthly price - how you settle it if some projects eat "too much" tokens - it is hardly predictable metrics if you not establish any limits or so?

@leonvanzyl 2 ай бұрын

I generally get clients to generate their own OpenAI / Anthropic API keys.

@reedycat-f7r 2 ай бұрын

@@leonvanzyl It looks like a most viable approach, thanks for your reply.

@ryanscott642 Ай бұрын

This is nice I wish you would give us a little bit of info compared to other services, what its particular focus might be, what it might be better for than other ones, etc.

@leonvanzyl Ай бұрын

Will do

@mrd6869 3 ай бұрын

Just started messing with vectorshift,good video. Quick question. I wanted to add in some custom python code to the pipeline. Where would u go to do that? What section?

@leonvanzyl 3 ай бұрын

You can create Python functions by using the "Transformations" section in the menu. You can then add the Transformation node to the Pipeline under "General -> Transform".

@stephenwhiting8508 2 ай бұрын

Leon, does vectorshift's retrival node work better than Flowise? I really like how you can add the context of the KB is the prompt. Is that possible to do in Flowise?

@leonvanzyl 2 ай бұрын

Flowise (or at least LangChain) automatically injects the results of the retriever into the prompt. If you had to analyse the prompt with something like LangSmith you would actually see a context section in the prompt 👍. VectorShift makes this process a bit more manual, but I think it's actually well implemented and easy to understand.

@stephenwhiting8508 2 ай бұрын

@@leonvanzyl Thanks Leon. I was actually using LlamaIndex on Flowise. Do you know if it also does that?

@j0hnc0nn0r-sec 2 ай бұрын

Will you be doing a comparison of Langflow, flowise, vectorshift, and others in the future? I think this would be great

@leonvanzyl 2 ай бұрын

Great idea. Will do.

@TheLordSocke Ай бұрын

Is it possible to build RAG model with this? I do have a huge knowledge base which is bigger than the context windows.

@Gangbuster74 3 ай бұрын

can u create a chat flow in flowise ai using hugging face only that interacts with a SQL database and takes is user inputs and returns results

@leonvanzyl 3 ай бұрын

You would need to create an agent with tools to do this. Unfortunately very few models support tools / function calling. I'm personally not aware of any open source models that are able to reliably call functions.

@KikuNiku 2 ай бұрын

Леон - красавчик! Лайк/подписка/комментарий! Привет из России

@Jothid101 3 ай бұрын

Hi Leon, does vectorshift have a function where the user can upload the documents?

@leonvanzyl 3 ай бұрын

You could use the API or one of the many triggers to pick up a document and update the vector database. It's not possible via chat window, as per most chatbots.

@TinyMagiq 3 ай бұрын

This is too good. Looks like Flowise on steroids ( actual business integrations ) with simple connectors etc.

@ChrisLaupama 3 ай бұрын

Love these AI builders! Which one is your fave so far?

@leonvanzyl 3 ай бұрын

I agree! I'll be creating lots more videos on the different builders that I come across. I have used Flowise for like 80% of my clients, but I've recently found that these "Workflow Automation" Tools are all integrating frameworks like Langchain as well, which just opens up a huge range of possibilities. I'll be covering n8n soon and also want to do an update on Langflow. Any suggestions?

@ChrisLaupama 3 ай бұрын

@@leonvanzyl I think Langflow is one of the ones in super interested in. Would love to find one and just really invest my time into it. So far Langflow feels like the right one, however they all seem to be pretty good. Flexibility with deployment is a big one, an app, chat bot, knowledge search etc are all ways I want to be flexible with deployment. Part of me feels like using tools like Buildship and then just building my own front end may be the way to go too.

@christiansard5247 3 ай бұрын

@@leonvanzylYeah many platform around for ai automation via chatbot (botpress, voiceflow, vectorshift, etc.) i found "tiledesk" (yeah horrible name) project it seems it's the only one around that can be self hosted, will try it this weekend, for my clients every solution that is not on their server is a no go...

@szabolcssz3859 3 ай бұрын

Side note: At n8n token streaming aren't supported.. Most content creators never mention that..

@vasennaidoo 3 ай бұрын

Hi Leon🦁.. Can you also look at Ai Agent frameworks as I think that will be automating most tasks going forward.

@leonvanzyl 3 ай бұрын

Absolutely! Got any ideas of frameworks that I should cover?

@vasennaidoo 3 ай бұрын

Crew Ai, AutoGen, BabyAgi I think from a business automation benefit agents to read the crm db, take action based on knowledge base, make appointments and followup and interact with the crm and respond to emails and update crm systems and calendars

@ichbleibefreiFlorianFreiheit 3 ай бұрын

Agency Swarm from VRSEN is really cool. It has also an agency integrated wich create the agency for you. It’s called genisis agency. It is really cool.

@RikHeijmen 3 ай бұрын

True. Agent frameworks are going to be very powerful. But as I understand this product also mimic that behavior as well up to some degree. I'll try it out!

@abiolasamuel8092 3 ай бұрын

This is great, but is it Vision capable? Seems you didn't talk about that.

@leonvanzyl 3 ай бұрын

Yup, there is multimodal support. There are just too much to cover in a single video 😁

@benh8199 2 ай бұрын

What's your opinion of VectorShift compared to Flowise? What are the limitations of Flowise where you'd need to use VectorShift? Which would you choose if you had to choose one?

@leonvanzyl 2 ай бұрын

VS and Flowise both offer unique features. VS offers automations and integrations. This means your workflow/ pipeline will get triggered when something happens, like when an entry is added to a database, an email, a form submission or even a Cron job. So let's say that you want your AI agent to execute whenever one of these triggers happen, then VS is your best option.

@juliovac2113 2 ай бұрын

why that instead of flowise or langflow? Seems more expensive

@leonvanzyl 2 ай бұрын

VS is a workflow automation tool, which Flowise and Langflow aren't. The integration and automation features might be important for your project.

@abeechr 2 ай бұрын

I'm having no luck using a PDF as my knowledge base. All the answers are completely off. Has anyone else had this experience?

@leonvanzyl 2 ай бұрын

May I ask what your system prompt is? It seems we need to provide extremely clear instructions for it to only answer from the knowledge base.

@florentflote 3 ай бұрын

@fiveofknives 2 ай бұрын

Mnr, Hoe can ek jou kontak?

@leonvanzyl 2 ай бұрын

X or via my agency

@truthzeeker 3 ай бұрын

How about allowing clients to view the sessions and messages without them knowing vectorshift?

@leonvanzyl 3 ай бұрын

Are you referring to clients accessing the chatbot from something like a website? Towards the end of the video I do cover Deploying the chatbot. You can simply copy and paste a code snippet into your website and the chatbot will appear there. No need for the client to know or have access to VectorShift

@truthzeeker 3 ай бұрын

@@leonvanzyl I meant for the chat history of each session. Some clients want to see the history of the chat.