Add Flowise to ANYTHING! Flowise API Crash Course

Рет қаралды 15,450

Күн бұрын

#flowiseai #flowise
In this video we will look at how to use the Flowise API endpoints to connect our Flowise Chatflows with external applications or custom solutions.
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🕒 TIMESTAMPS:
00:00 - Flowise API Endpoints
01:16 - Postman
02:05 - Prediction API
04:09 - View Messages in Flowise
04:37 - Override Config
06:20 - Langsmith
09:09 - override specific node
10:51 - Conversation Chains with History
13:15 - chat history property
14:38 - Get Messages API
16:11 - Upstash Memory
18:09 - RAG Chatflow
19:55 - Upsert with API
21:39 - Upsert to Namespace
24:01 - Working file file document loaders
25:39 - Auth, API Keys
27:20 - Rate Limiting

Пікірлер: 117

@leonvanzyl 3 ай бұрын

This video was a lot of work to put together. Hope you enjoy and find it helpful. Please hit the like button to help promote the video. Also let me know if you'd like to see a tutorial on integrating Flowise with a specific platforms.

@arthuraquino8356 3 ай бұрын

An example using flowise and crewai would be very interesting to use in crew agents tools that are flowise flows.

@NileValley-TV 3 ай бұрын

Thanks Leon, definitely appreciate it. getting ready to watch it right now. Question, when you make the chatbots and agents on Flowise and then put them on customers site, how do we guarantee continuity/persistence of the bot or agent on the customer's site. If you already did a video about that, please point me to it, thanks.?

@hosst 3 ай бұрын

Your videos are actually useful, not just playing with AI and LLMs but things that be applied in real life and projects, thank you for this. I hope you create a Udemy course one day, I will buy it for sure

@TorstenHeissler 3 ай бұрын

Done! Again a great video! Can't wait when Flowise goes "Self Learning GPTs" kzfaq.info/get/bejne/hdSBhMiIqt3eqas.htmlsi=tSIIOFeWcrUV8QCL

3 ай бұрын

Easily the best content on flowise and really any LLM tool setup. Very grateful. 1.) Do you have any played courses or mentorship cohorts planned? 2.) Deployment and production are the hardest and least mentioned in the industry, Any info you make for deployments would be great. Loved your video for render.

@abedmalak_ 3 ай бұрын

editing this video must have been super tiring, we appreciate your hard work @Leon Van Zyl !!!!

@leonvanzyl 3 ай бұрын

Hahaha, it took surprising long to script and edit! Thank you for noticing 😅

@mohammd100 2 ай бұрын

thanks Leon for this video I was waiting for it. Keep the Great work up

@julius_chun Ай бұрын

I appreciate your work!! great preparation and teaching. this is incredible, thank you Leon. You are the single greatest source of knowledge of using flowise, which I am benefitting a lot from!

@leonvanzyl Ай бұрын

Wow, thank you 😊

@abedmalak_ 3 ай бұрын

this is by far the best video you made!!!!! I learned the most from this!

@leonvanzyl 3 ай бұрын

You're welcome! Trying to step up my game over here 💪

@wilschoy78 3 ай бұрын

I want to thank you a lot this is a lifesaver all flowise video and I was able to integrate the chatbot to a basic moodle instance by adding the html at the footer, now seeing this upsert by uploading a file inside moodle is my next challenge, keep this up bro without this I wont be able to made the moodle integration I will keep waiting for the next video. Thumbs up Leon!!!

@leonvanzyl 3 ай бұрын

Thank you very much 😊

@j0hnc0nn0r-sec 3 ай бұрын

Wish this guy did all the tech tutorials

@Francotujk 3 ай бұрын

Excellent content! Very helpful and always appreciated

@DarkKnight-uk7mq 3 ай бұрын

Another one. Well done

@rude_people_die_young 2 ай бұрын

Mate- you are head and shoulders above other less experienced and skilled KZfaqrs that simply ride the hype-wave. Thank you ❤

@josephperkins8766 3 ай бұрын

Keep them coming 😊

@MariushAI 3 ай бұрын

This video is amazing, I have been looking for a tool like Postman for API testing. Thanks a lot mate!

@leonvanzyl 3 ай бұрын

You're welcome 🤗

@WayneBruton 3 ай бұрын

Leon, really enjoyed this video, kinda saves me a lot of time in python. I am a strong believer of "Never reinvent the wheel". Still really looking forward to assistants with streaming.

@powerofzero5370 2 ай бұрын

Brilliant!!

@pioggiadifuoco7522 3 ай бұрын

Great job Leon, kep going on this, thanks

@leonvanzyl 3 ай бұрын

Will do

@tdacarneiro Ай бұрын

Really appreciate your videos. Greetings from Brazil!

@abedmalak_ 3 ай бұрын

I was struggling with using upserts with APIs for 3 days and you solved it in 1 minute!! I love your youtube channel LEon!

@leonvanzyl 3 ай бұрын

That is awesome to hear! Glad I could help

@gmcwhinney 3 ай бұрын

Gteat video as always Leon. Learning a lot from you so I've happily liked & sub'd.

@leonvanzyl 3 ай бұрын

Welcome and thank you for the sub!

@RolandoLopezNieto 3 ай бұрын

Your videos and information provided are *greatly* appreciated, thanks.

@leonvanzyl 3 ай бұрын

You're welcome

@meister4831 3 ай бұрын

Hi Leon, this is such great stuff many thanks!

@leonvanzyl 3 ай бұрын

You're welcome

@patousarg 3 ай бұрын

Great great video man!!

@leonvanzyl 3 ай бұрын

Thank you!

@BadBite 3 ай бұрын

This video is concise, complete and has given me lots of ideas, solved many doubts. Demanding work Leon and I appreciate it! Thank you. I would love a Streamlit tutorial as I work with python most of the time!

@leonvanzyl 3 ай бұрын

Thank you!

@justinchang3573 3 ай бұрын

Thats crazy i just made a custom chatbot that toggles between 2 chatflows and inserts a mysql query to render cards. What a well times video

@fernandogg152 3 ай бұрын

Thank u Leon You are greater everyday Luv u❤

@leonvanzyl 3 ай бұрын

Thank you! ❤️

@batguyz 2 ай бұрын

One thing I found challenging wads listing Namespaces, there's no clear way to do it, not even in Pinecone docs. Is it also possible to delete upsert data with the API? Great content as always, you are a true champion of Flowise and it's usage!

@WellPiresAI 3 ай бұрын

Very well explained video as always 😊 Waiting for the vid talking about Crew AI!

@leonvanzyl 3 ай бұрын

I actually have a video on CrewAI . kzfaq.info/get/bejne/bLSSfbSkqM2VhoU.html

@musumo1908 3 ай бұрын

The best video on flowise API config so far! You’re on fire! Would love to see something on custom js in FW…for lower coders…thx

@leonvanzyl 3 ай бұрын

Thank you! Also, great suggestion.

@arthuraquino8356 3 ай бұрын

Thank you very much

@matt_7522 20 күн бұрын

This video is definetly one of the best videos you ever made! Is it possible to clear the sessions using the API?

@MaliRasko 3 ай бұрын

Amazing video Leon. Much appreciated. I was struggling with many of the concepts you presented here. I solved most of them eventually but it took me sooo much time. Your video still delivered many details that filled the gaps in my knowledge. What I am still struggling with is how to call an API from Flowise. I can see there is Request Post in "tools" section... but I was not able to execute it properly .. especially when I wanted to have a variable in the json body.

@leonvanzyl 3 ай бұрын

Thank you VERY MUCH for the generous support. These super thanks make a massive difference and keeps this channel going 🙏

@CalculatedShots 3 ай бұрын

Wish I could sub twice. KZfaq does allow 3 watches per user though so Ill end up watching this 3 times or more. We need to help you grow. You deserve it

@leonvanzyl 3 ай бұрын

Aww, thanks! Appreciate you ❤️

@Myuker 3 ай бұрын

Already here!

@jeffb6305 2 ай бұрын

This seems like a good approach to begin monetizing chatbots? Perhaps you can do a video on ways to place chatbots behind a paywall or how to charge users for usage. Thx for all you’re doing !

@leonvanzyl 2 ай бұрын

EXACTLY! I've added the API to apps that have user authentication, etc. This is a great idea for a project tutorial. It does involve coding though 😄

@hosst 3 ай бұрын

Fantastic video Leon, thank you. Do you think this can be used to chain multiple Flowise chatflows?

@leonvanzyl 3 ай бұрын

You can use the API tool to call another chatflow using its API Endpoint.

@tecnopadre 2 ай бұрын

@leonvanzyl it would be great if you can put together a video with the perfect and faster RAG: Reranking, Cohere, etc... Reranking is the best RAGA results before Knowledge Graph which as far as I know can't be implemented on flowise. Tahnk you for the great job you do.

@alejandroraulleivailabaca5749 Ай бұрын

Thank you for this video @leonvanzyl One question: is it possible to get the sessionId value during an agent runtime? What I'm trying to do is to make an agent use a POST request tool with the sessionId parameter, so I'll have context on which user triggered the request

@ZABBARRIZWI Ай бұрын

Can you please tell, how can we pass namespace in postgre if we simple wants to do query from a particular namespace.? Here i got answers from every namespace that has been created in the table. But i want it to response from the namespace only which i pass.

@junaidmalik660 5 күн бұрын

Hi thanks a lot for all the tutorials these are master pieces, I have a question, I am using flowise and a open AI assistant and code interpreter as tool type, now I want to attach a file with code interpreter programmatically, is it possible with any flowise API? or any suggestions? i am able to upload file to open AI using their api, but attaching to coded interpreter is challenging for now

@ddd1million 2 ай бұрын

Hello! Thank you for the great content! Is there a way to submit an URL via Flowise API, for the "Cheerio Scraper" or "website content crawler" inside a flowise flow to automatically scrape a given URL via API? Basically I have a website with a URL input field, where a person can input a URL and that should be send to the Website crawler inside the flowise flow. Alternatively this would have to be implemented as an Agent with a Web scraper as a tool, if I'm correct? Any advice would be much appreciated, thanks 🙂

@ritaverissimo1720 2 ай бұрын

Hi, it seems that with the API endpoints we can customize a lot of things. Is then possible to tweak the AI agent so it's personalized to the user information that the user gave when he signed up to have access? Meaning that the AI tool would greet him by name and have access to all his information (company, preferences, tone of conversation, etc.). Thx!

@user-oj2ge8cb5z 3 ай бұрын

Great video, it's true that it's a complicated process so far and it's not much automated. Very interested to know if it will be possible to make a document uploader in user chat in a web application ? Thank you for your hard work!

@leonvanzyl 3 ай бұрын

Thank you.

@manuelgarciarubio3908 3 ай бұрын

Awesome video 😊 I am trying to figure out how to get the tokens used by the conversation retrieval QA chain via the api but i can‘t find a way. I tried to do it with an agent flow and a custom tool…

@leonvanzyl 3 ай бұрын

I don't think the API returns the tokens. I'll ask the Flowise team about this. Would be a valuable feature.

@manuelgarciarubio3908 3 ай бұрын

@@leonvanzyl i think I found a workaround via the langfuse api but if flowise would return that values it could be way easier😅

@BendaDaniel 3 ай бұрын

You show that I can override the setting on the fly using curl. Is this option also available through Embed code? Because if I use direct embed in my html code, can someone inject these api calls and change some setting? For example someone can change model that my chatbot uses so then the calls will be more expensive etc. Am I right or there are some protection against injection?

@leonvanzyl 3 ай бұрын

No, these overrides are not available in embed

@abedmalak_ 3 ай бұрын

can you please make a video about ZEP memory store and hosting it + using their NEW AI features * NLP, Intent recognition.. that could be gamechanging!!!!

@arthuraquino8356 3 ай бұрын

Leon is there any way to create the flowise api key externally through an api call?

@leonvanzyl 3 ай бұрын

That wouldn't be very secure 🔐.

@PIOT23 3 ай бұрын

Would love to understand a use case for Flowise with Botpress. I’ve been a botpress fan for a while but moved to Flowise since FW seems to satisfy more technical use cases… But how or why you would integrate flowise w botpress id love to see a video or even just learn through comments!

@leonvanzyl 3 ай бұрын

The two tools are very different actually. I've been meaning to create a tutorial on Voiceflow and Botpress for a while now. Need to make it happen 😜

@PIOT23 3 ай бұрын

Making videos as educational and quality as yours takes time, I’ll be patient

@Obinna-ai 3 ай бұрын

Great video, very descriptive. Good job, man! Just one small issue - I used the API to upload a PDF vai postman, but when I query it, I get the error "PDFDocument: stream must have data". Am I doing something wrong?

@dxb526 3 ай бұрын

Is that even possible via postman? If you're using OpenAI platform the best way (to me) is to create the assistant via Flowise and config/upload everything via OpenAI directly. Otherwise you may run into issues. I had an issue where post request was too large for Flowise, no issue with direct via OpenAI though. Once you're done just sync on Flowise and all changes made on OpenAI are good.

@PeterKuhne-kw9yk 2 ай бұрын

I have the same issue!

@talhaanwar2911 3 ай бұрын

did you try embedding the chatbot on a website. i tried but it did not work, though it work with api

@leonvanzyl 3 ай бұрын

Yes, I have a dedicated video on embed that you might appreciate. kzfaq.info/get/bejne/fZeKhtt8s8q0d2g.html

@MsAntonio664 2 ай бұрын

I Love you kkkk

@leonvanzyl 2 ай бұрын

😊

@sdcharly 3 ай бұрын

Hi Leon, do you think the Session Timeouts parameter of UpstashRedisBackedChatMemory works? I tired different values but the session never expires.. i tried to use overrideConfig to change the sessionId from n8n but failed.. not sure how to do it.. Postman works though.

@leonvanzyl 3 ай бұрын

I'll check it out. I believe it worked when I tested it initially. PS. I'm working on an n8n tutorial, especially their Langchain / AI nodes. Do you think it's necessary to use Flowise with n8n?

@sdcharly 3 ай бұрын

Thanks for the quick response, Leon. n8n has very limited AI exposure still, even Pinecone Serverless, Cheerio Webscraper etc. is not implemented yet. I still feel until its grows up a bit more Flowise still has its space. I'm sure the wide usage options in n8n is always a plus. Me not a python/JS coder will need some help :(. Great work as usual.. you save a lot of sleepless nights :)

@leonvanzyl 3 ай бұрын

@@sdcharly you're right, Flowise is miles ahead in terms of Langchain features.

@sdcharly 3 ай бұрын

@@leonvanzyl Truly great work.. i was so surprised to see how fast Groq was implemented. Qudos to Henry and other contributors !!

@sdcharly 3 ай бұрын

I went thru the source code and found this, --- const sessionTTL = nodeData.inputs?.sessionTTL as string -- sessonTTL being a number.. is this definition correct? I'm not a coder hence maybe I'm totally wrong.

@jonasjfsp 3 ай бұрын

How can I create my own nodes? I wanted to embed my API and display only its parameters on the screen. already tried? Has anyone seen this?

@leonvanzyl 3 ай бұрын

Custom nodes in Flowise? That's news to me 😊 . Which node did you use to do this? I'm under the impression that you would actually have to write a lot of custom code and make changes to Flowise itself to implement such a solution.

@jonasjfsp 3 ай бұрын

@@leonvanzyl the idea is hide some nodes to turn instance in some kind of white label, embedding my own logic and integrations, to deliver access to an advanced user

@pedroosorio7466 3 ай бұрын

Hello, can Crew AI be used in Flowise?

@leonvanzyl 3 ай бұрын

Technically, yes. Natively, no.. or not yet. CrewAI could be plugged into a custom tool in Flowise. Flowise offers support for Auto GPT, so it won't surprise me if they add support for CrewAI and AutoGen soon.

@tiagodealexandria6677 3 ай бұрын

yo can you help me make a flowise flow that it receives the user and password to a determined site as a input and understands when the user give the right credentials and logs him into the site but in the flowise

@leonvanzyl 3 ай бұрын

Hey there. That's not possible at this stage. Authentication is specific to the app that's calling Flowise, so you'll have to perform Auth elsewhere and security call Flowise API using to the API key.

@tiagodealexandria6677 3 ай бұрын

im sorry i didnt understand completely can u try to explain again? Just to make sure: i want thr chatbot to insert the info given by the user to log into the given website

@tiagodealexandria6677 3 ай бұрын

oh and thx for the quick answer xD

@jeffb6305 2 ай бұрын

@@leonvanzylcan you recommend a no code frontend that could provide authentication for each user of a Flowise chatbot. This could make it easy to setup a multi-user AI app with Flowise, correct?

@abedmalak_ 3 ай бұрын

what if the file was hosted on the web? please can we get that???

@leonvanzyl 3 ай бұрын

The architecture is that you'd load the file to your server (whether from a UI or File Storage like S3), perhaps in a cache, and then send it off to the API. Really depends on the tech stack and programming language. Happy to create tutorials for different platforms and implementations 👍. I'll probably create a Next JS or Streamlit tutorial soon.

@abdlrhman900z 3 ай бұрын

how can I integrate flowise to my nextjs application?

@leonvanzyl 3 ай бұрын

This might be a good idea for a tutorial

@dxb526 3 ай бұрын

Idk about nextjs but with react the embed js code works fine. Try to adapt it to nextjs, shouldn't be too different.

@NileValley-TV 3 ай бұрын

It is better to put flowise on a server and use from the cloud?

@leonvanzyl 3 ай бұрын

What would you like to use it for? If you simply want a chatbot on your own machine, then local is good. For clients and production apps, the cloud is a must

@NileValley-TV 3 ай бұрын

@@leonvanzyl I want to start my Ai agency and start hiring out my Ai workers to clients.

@eugenbabics3614 3 ай бұрын

Hi Leon, I have a project in mind and I will have to use AI to make it work. I am new to this, no programming experience and for a week I watched almost all of your videos. I understand and managed to duplicate the easier projects but that is not helping with my project. I couldn`t match any of your examples with what I want to do. Are you open to work on a private project?

@leonvanzyl 3 ай бұрын

Hi there, send me a mail with your requirements. Check the description of my videos for details