Build a Smart Chatbot in MINUTES! Voiceflow KB + Gemini Pro Integration for Optimized Responses

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Want to build a chatbot that actually understands your users? Look no further! In this video, you'll learn how to create a powerful chat assistant using Voiceflow and integrate it with the cutting-edge Gemini Pro model for optimized responses.
Here's what you'll learn:
No/Low-code chatbot building with Voiceflow: Master the basics of building conversational flows with no or low code.
Fetching data with ease: Leverage Voiceflow's powerful example function to seamlessly retrieve information from your knowledge base.
Boost response quality with Gemini Pro: Supercharge your chatbot's responses by integrating with the AI-powered Gemini Pro model for natural and optimized language. ✨
This video is perfect for:
Developers: Learn a new, low-code approach to chatbot development.
Content creators: Enhance your audience engagement with a smart chatbot.
Business owners: Automate customer service and improve communication with your clients.
Keywords: #chatbot, #Voiceflow, #Gemini Pro, #AI, #natural language processing, #knowledge base, #no-code, #machine learning, #customer service, #content creation, #automation.
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AI Modles:
• Gemini 1.5 Pro: • Unleash the Power of G...
• Gemini Pro: • Elevate Your Voiceflow...
• Gemini Pro Vision: • Elevate Your Voiceflow...
• Mistral 7B: • No-Code AI Chatbot! Bu...
• Mistral Mixtral 8x7b: • Build a FREE AI Chatbo...
• Gemini VS Mistral AI: • Gemini vs Mistral: AI ...
• Stable Diffusion XL (Text2Image): • No-Code AI Chatbot! Bu...
• Meta Llama 3: • Dive into the Future o...
Automation:
• Make: • Create an AAA ChatBot:...
• Notion: • Create an AAA in Voice...
• Zapier: • Automate Lead Gen! Cha...
• Google form: • Revolutionize Your Sur...
• Calendly: • Boost Your AI empowere...
Knowledge Base:
• KB: • Build a Smart Chatbot ...
• KB with function: • Mastering Voiceflow Fu...
• KB with {_memory_}: • No-Code AI Chatbot! Bu...
• KB with {vf_memory}: • Build a FREE AI Chatbo...
• KB + {vf_memory} + Llama 3: • Level Up Your Chatbot!...
• KB + {vf_memory} + Gemini 1.5 Pro: • Supercharge Your Chatb...
Voiceflow Basic:
• Auto popup, proactive massage, form extension, web integration: • Voiceflow chatbot: int...
• Text Block: • Mastering Voiceflow Te...
• Image Block: • Mastering Voiceflow Im...
• Functions Block: • Mastering Voiceflow Fu...
• Save ordering time and date: • Create a ChatBot with ...
• Dynamic Carousal: • Create an AAA with Voi...
• Dynamic cards and lead generation: • Create a Bot in Voicef...
• RU-vid video: • Supercharge Your Voice...
• Product recommendation and Stripe payment link: • Voiceflow Chatbot Prod...
• Display image, audio and video: • Level Up Your Voiceflo...
Data Base:
• Airtable: • Master Voiceflow API C...
• Notion: • Create an AAA in Voice...
• Zapier: • Automate Lead Gen! Cha...
• Google Sheet 1: • Create a Bot in Voicef...
• Google Sheet 2: • Create an AAA with Voi...
• Google Sheet 3: • Create a ChatBot with ...

Опубликовано:

28 янв 2024

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Комментарии : 59

@khalidkifayat 4 месяца назад

hi very informative !! can u ellaborate in detail , the consumption of tokens used in this tutorial of Gemini Pro (this) VS Openai 3.5 turbo (if used) ?? how much is the difference ?? Other Pros & Cons Thanks

@FarthinkAI 4 месяца назад

The tokens used depends on the AI models, and also maybe the prompt used. I have not looked into it yet. Will need to check. Thanks for the discussion.

@dandeigan 3 дня назад

Hey @farthinkai, another question, how did you create a variable?

@FarthinkAI 2 дня назад

You may watch our previous videos in the playlist: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-8fi65X4zRNs.html&pp=gAQBiAQB

@misueldoenlinea Месяц назад

It's excellent but I'm already stuck, in the integrations part where you have to take the knowledge base api, it's not there, I only get qwebchat and api keys... I don't get the knowledge base api

@FarthinkAI Месяц назад

Now the primary key is the knowledge base api key

@bstuckel 4 месяца назад

Great tutorials! I am just testing this all out currently and want to try and stay on the free version of Voiceflow. Is there an alternative to the javascript prompt to concatenate the prompt and the chunk data? Javascript blocks are pro-user only feature. Thank you.

@FarthinkAI 4 месяца назад

Yes. You may add the prompt in the function, and return it together with the chunk data after concatenating the prompt with the chunk.

@renveer7350 3 месяца назад

Hey @@FarthinkAI hope you are well. Could you please tell us where to add it in the function?

@FarthinkAI 3 месяца назад

Yes. Right before you return the chunk, you may use: chunk = prompt + chunk.

@MedicalGrace Месяц назад

Great again. I am following these videos. thanks a lot. but I have a problem. With gemini, how can I add memory. So the agent can establish context. without memory, It is not useful unfortunately

@FarthinkAI Месяц назад

Please watch these videos on memory: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-5oX5TepJMHA.html ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-xQwCePHeBRA.html

@MedicalGrace Месяц назад

@@FarthinkAI Can I apply it Gemini?

@FarthinkAI Месяц назад

Yes.

@dandeigan 3 дня назад

Also, I can not find your VF API key video. Do you have one for that?

@FarthinkAI 2 дня назад

Now the only API key can be used as the KB API key.

@real-ai-been 3 месяца назад

Hey, you've been putting out great contents. Keep up the good work! By the way, where can I send you business inquiry?

@FarthinkAI 3 месяца назад

Thank you! Will set up a consulting service soon, and put the contact info in the description.

@freyjauser Месяц назад

Thanks for this tutorial, I just have a question! If I'm using Open AI API, it's roughly the same steps right?

@FarthinkAI Месяц назад

Yes, it is.

@freyjauser Месяц назад

@@FarthinkAI So far, the chunk retrieval and everything is working, but I'm getting a message saying "API call error - {"status":400, ...{ "message":"We could not parse the JSON body of your request. (HINT: This likely means you aren't using your HTTP library correctly). The OpenAPI API expects a JSON payload, but what was sent was not valid JSON0."

@FarthinkAI Месяц назад

You may check the chunk data to make sure the opening and closing quotation marks are paired. This has happened for many audiences.

@FarthinkAI Месяц назад

You may check the chunk data to make sure the opening and closing quotation marks are correctly paired. This has happened for many audiences.

@misueldoenlinea Месяц назад

I can market a job done with Gemini 1.5 pro. It is working well for me but I am worried about the error that disconnects when it reaches that quota... can you guide me please?

@FarthinkAI Месяц назад

Currently, there is a rate limit of 60 requests per minute. In your case with heavy usage, my suggestion is that in your chatbot you may use two APIs from two Google accounts. You may monitor the number of requests of one API. When it reaches the rate limit, switch to the other API to return the answer to the user. Hope this helps.

@misueldoenlinea Месяц назад

I have followed everything exactly and everything gives me 0 results... Two doubts: it will always continue to be free or will we have to pay at some point... The other question has to do with me or the fact that I am using it in Spanish, the knowledge base is in Spanish and the questions in Spanish are in Spanish, sorry if they are naive questions, I am learning

@FarthinkAI Месяц назад

The free version should work fine. You may check the chunk data to make sure the opening and closing quotation marks are paired. This has happened for many audiences.

@e-Course. Месяц назад

please make video for Voiceflow KB + Gemini 1.5 new one will be so helpful

@FarthinkAI Месяц назад

Will make one.

@e-Course. Месяц назад

@@FarthinkAI thank you so much 😊

@alphadiallo5934 20 дней назад

Great video, please tell me Is the Gemini API free?

@FarthinkAI 20 дней назад

Yes, it is

@MazingaAI Месяц назад

I'm getting error. I think its due to the substring issue. Where do you put the substring?

@MazingaAI Месяц назад

I can't find place to remove the square brackets on the firsts and last position as mentioned on the video on 11:25

@MazingaAI Месяц назад

{status":400,"data":{"error": {code":400,"message":"Invalid JSON payload received. Expected or} after key:value pair. sed on the employer's provisions. New ZE status":"h3=":443"; ma=2592000,h3-29="443";ma=2592000","cache-control":"private","connection":"close","content-encoding":"gzip","content-type":"application/json;charset=utf.....

@FarthinkAI Месяц назад

You may check your chunk data. Some times the data from the KB have double quotation marks, which can cause wrongly paired.

@TheUser357u 2 месяца назад

I can only see the standard api key in integration settings not the knowledge base api key

@FarthinkAI 2 месяца назад

Click the integration icon, and click the API keys, and you will see the primary key, which is the knowledge base api key

@gtxprime 3 месяца назад

While testing the function I ak getting empty chunks chunks [ ] Please help me. I am not using URLs but using .docx as my database

@FarthinkAI 3 месяца назад

On the VF docs, it says: "add as many PDFs, URLs, or Text files as you want", which does not include docx. learn.voiceflow.com/hc/en-us/articles/15965626139149-Step-2-Add-Data

@gtxprime 3 месяца назад

@@FarthinkAI you can upload docx as database. docx is working fine with inbuilt system but when I try it with Gemini it doesn't work but after hosting same database on a website and providing it's url to train it starts working 😞

@sakshishruti4482 2 месяца назад

i can't find body tab in api. What to do?

@FarthinkAI 2 месяца назад

You may change the API type to POST instead of GET.

@mohamedmoussa8615 2 месяца назад

please share the JSON structure in the comments

@FarthinkAI 2 месяца назад

response.candidates[0].content.parts[0].text

@mohamedmoussa8615 2 месяца назад

why it returns 0 with the answer and the chunks []

@FarthinkAI 2 месяца назад

It looks like the chunks are empty, and the answer variable is also empty.

@mohamedmoussa8615 2 месяца назад

@@FarthinkAI do you have any idea why i got this error, because i get the same error with the mistral 7b and mixtral 8x 7b too

@FarthinkAI 2 месяца назад

If so, you may debug, and make sure the chunks variable has correct data.

@user-jt7gz6df8t 19 дней назад

Please send templates

@FarthinkAI 19 дней назад

Will set up a link.

@FarthinkAI 17 дней назад

drive.google.com/file/d/1Tx0SPibtImJTXRVp8Rm83vPmazv-zTIM/view?usp=sharing

@paul7721 3 месяца назад

Tried to follow along and received an error at the end. Says "ReferenceError: prompt is not defined." Not sure what I did wrong here. Code: prompt += chunks.substring(1, chunks.length - 1); Body { "contents": [ {"role":"user", "parts":[{ "text": '{question}'}]}, {"role": "model", "parts":[{ "text": '{prompt}'}]}, {"role": "user", "parts":[{ "text": 'Please find {question} using the provided information.'}]}, ] } Capture Response: response.candidates[0].contents.parts.[0].text

@FarthinkAI 3 месяца назад

Have you created the variable "prompt"? You may check the list of variables to make sure it is there.

@paul7721 3 месяца назад

@@FarthinkAI Just added it as that was part of the problem. Now it is saying API Call error status 400. Invalid JSON payload received.

@FarthinkAI 3 месяца назад

You may check the chunks, and make sure the opening and closing quotation marks are paired. This has happened for many audience.

@paul7721 3 месяца назад

@@FarthinkAI I'm not sure how to check that. Is it possible for you to send me your template?

@Mr6499 4 месяца назад

hello, good work ;) I'm hoping to make it work. I keep getting this API call error with invalid JSON payload received. any idea ?? [API call error - {"status":400,"data":{"error":{"code":400,"message":"Invalid JSON payload received. Expected , or } after key:value pair. positions Marc's offerings as innov ^","status":"INVALID_ARGUMENT"},"VF_STATUS_CODE":400,"VF_HEADERS":{"alt-svc":"h3=":443"; ma=2592000,h3-29=":443"; ma=2592000","cache-control":"private","connection":"close","content-encoding":"gzip","content-type":"application/json; charset=UTF-8","date":"Tue, 30 Jan 2024 13:27:01 GMT","se...]

@FarthinkAI 4 месяца назад

As shown in the video, you may use single quotation marks (') instead of double quotation marks (") to wrap up the variable, and check the returned chunk data to ensure the opening and closing quotation marks are paired.