AI Chatbot With Airtable as its Knowledge Base 🤯
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- čas přidán 17. 07. 2024
- In this comprehensive tutorial, we dive into the world of AI chatbots, focusing on a powerful tool called Flow Wise AI. We use this free, user-friendly, drag-and-drop visual AI chatbot builder to create an AI Chatbot that can use our Airtable Database as its memory or as its knowledge base.
With Flowise AI, you can create bespoke AI chatbot experiences, transforming your user interactions and cutting your learning curve in half.
In the first video in this series, I show you how to install FlowiseAI and also how to deploy the chatbots that you build with it, so if you missed it, be sure to check it out here:
• How to Build Custom AI...
As always, I hope you get something out of the tutorial, and if any thoughts or questions, please leave them in the comments below.
1.OpenAI.com - probably needs no introduction, the leading artificial intelligence model opened to coders and no-coders alike for implementing LLM Artificial Intelligence into their own application builds.
2.Flowiseai.com - a drag and drop, no-code AI ChatBot builder
flowiseai.com/
3.Pinecone.io - a vector database, with a really nice visual user interface
In future videos planned for this series we dive deeper into AI and OpenAI / ChatGPT for no-coders, and how to build further custom no-code AI chatbots, so stay tuned. 😎
We are in the process of developing our No-Code community & all resources accompanying this tutorial can be found inside our community, including an embedded copy of the airtable base shown in this tutorial! The first (🏆) 400 members will have free access for life! Apply Here:
www.no-code.ie
As always, thanks for watching and talk to you soon! - Věda a technologie
super helpful and amazing video! love how you explain it step by step! :D great job! I am sure you wont have any problems to grow over 100k subs in no time! keep it up :D
This is gem and it's a super useful reference for building up. Thank you so much. 🥳
you give the most detailed videos out there my friend. Thank you for all the work. Could you make one and do a multi-doc chat flow?
Another gem, thank you!🎉
Your welcome and thanks for watching!
Thank you Jamie👌I think this video is a great addition to the last video. Consequently, it would be cool to have the possibility to continuously add content to the airtable, a kind of training for the chatbot. It would also be interesting to be able to output links to company websites, for example the contact page.
Nice one Ahmed! When further data is added to your airtable, you could run the upsert into pinecone flow again, and it will update for the new data! If there are regular updates, you could schedule an upsert run to happen on periodic basis! I would say links to company websites would be possible, you could either feed that info as an additional text file, in your airtable base, or as part of the system prompt in the chatbot! Hope this helps and as always, thanks for watching and commenting!!
very helpful! thank you
Very helpful, thanks
Great video, thanks 🎉
Why thank you @funkybongo00 !
This is awesome! Love your videos and the way you explain everything. Thank you!.
I have one question: Is it possible to show images stored in Airtable as part of the chatbot responses? If so, how can I do that? Thanks!
I'm looking for the same thing. have you found something?
@no-code, as new records are created in Airtable, will Flowwise auto process those and store them into the Vector DB automatically? Or do you have to manually force some sort of refresh?
Great video! Thanks. Is there any way to update/replace a vector, once the information is updated in airtable? Otherwise, every upsert will just create a new vector while still keeping the old one.
Hey Jamie, that was awesome! I'm trying to piece this together with your other video on movie recommendation. Maybe you have some advice on my use case. I have a table of users. Each have filled out 5 questions. I want each user to have a list of other users ranked by compatibility based on those 5 questions. I guess that's like a tinder queue with a gpt generated introduction paragraph. Is this something you could help me out with? Thanks!
🌟🌟🌟🌟🌟. Excellent Info. I have a question.
Would it work with images that are inside airtable, or is it only possible for text?
thank you
Great content! how we manage real time data? example for inventory changes, we have to load the upsert everytime inventory data on airtable changes? Or it just changes automatically when we canghes data on airtable? thanks
Also curious
Low code builder or no code builder but have to be a genius programmer to install #brilliant
Great video, thank you very much :) Can I connect it to the entire workspace and not just to a specific table? So it can understand a bigger context? thnx
Great Video! But I was wondering why do you need to have 2 flows to get the info back from Pinecone? One for storing the information and one for retrieving it.
Your demonstration of how to set this up is quite clear. The devil is in the details of how to ensure the data is accurate.
I went ahead and added $10 to OpenAI to test this out. I cannot get Pinecone to show any Vectors have been added from Airtable though. Flowise has changed the Pinecone module so wondered if you could do an updated version of this video @No-Code Ireland
Great video, this is exactly what we were looking for! I've tried to set it up like in the video but I keep getting an error from the chatbot saying that "it doesn't have the ability to access information from databases such as Airtable. And it doesn't possess the capability to interact with external databases." Is it right? I probably missed something during the setup?
Hey! Im building a service marketplace using the rental marketplace template on Softr and airtable. There seems to be a lack of youtube videos of how to integrate a booking system for clients to book different service providers. Would love it if you could make one? Thanks :)
This is amazing. Without any experience I was able to get my airtable working with the chatbot in flowise, but I'm having trouble with the second part where you get it to converse with the airtable database. For some reason it's not pulling back my data. Will need to do some more troubleshooting. Also, my airtable contains URL strings and key word searches, is there an easy way to get the AI to look at those as well?
Thanks Jeremy... hmmm, did you double check all modules and how they are configured in flowise?
Hello! Do you offer configuration service? I need exactly what you show in the video
as new records are created in Airtable, will Flowwise auto process those and store them into the Vector DB automatically?
Getting a "TypeError: Cannot read properties of undefined (reading 'replace')" for the first Flowise chat bot - unsure where to look to fix this bug
would be great for a next video: Email verification after sign up (softr Make), for an external facing website (not an internal portal). Since anyone can use any email to sign up, there is no verification in place in softr. Thanks.
Are there alternatives to OpenAI that can be used for free? I want to test this out and not really wanting to pay for using the API from OpenAI until I would know it is working proplerly.
Hi!
I faced a trouble: for some reasons in pinecone there's no info about the number of uploaded vectors and namespace
If anybody knows why and let me know.- I'll be really greatfull!
Also does anybody know how to run flows with http requests or just periodically?
Thanks!
Hey mate did you find out why? Thanks
Can we train the bot in case it's not that proper when reading the airtable?
Yep, you can add a system prompt to the openai chat module to give instructions and any context you would like to give!
How much does it cost, like API cost wise? That the only thing in this video that isnt free i guess