Data Science Stack Exchange
Data Science Stack Exchange

Questions tagged [chatbot]

35 questions
6
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2 answers

Question answering (QA) vs Chatbots

Are Question answering (QA) the same as Chatbots? I can not understand the difference between them. For me it's the same thing: interact with a robot that answers questions.
ladybug
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4
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Can AI (NLP) convert user questions (text) into database SQL queries?

I have been reading about NLP but got confused and not able to figure out - if it is feasible for NLP to convert questions in natural language to transform into SQL queries (so that it can execute on concerned database and fetch the output). Ex. If…
ranit.b
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2 answers

ChatGPT: How to use long texts in prompt?

I like the website chatpdf.com a lot. You can upload a PDF file and then discuss the textual content of the file with the file "itself". It uses ChatGPT. I would like to program something similar. But I wonder how to use the content of long PDF…
meyer_mit_ai
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1 answer

Use a "ChatGPT like" engine really locally without exposing sensitive data

I was recently playing around with llama_index and llama Hub and found it very easy to be used on my own data set. While this is nice, I cannot expose sensitive data of my organization to external resources (such as OpenAI). I read there's a new…
Ben
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3
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1 answer

Does OpenAI and ChatGPT use Scikit Learn?

Scikit Learn is Python's go-to open source package for running common AI and machine learning algorithms. Does OpenAI and its product ChatGPT use or rely on Scikit Learn on its back-end at all? If not, what do they use?
user610620
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2
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0 answers

Autonomous learning - chatbots

My chatbots need to be trained when we get new data or feedbacks from users. Can someone provides ways how these chatbots can learn on themselves and become intelligent day by day? Some of techniques may be : Reinforcement learning - though I could…
Sandeep Bhutani
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How to build a symptom checker and medical diagnose chat bot

I want to build a chatbot which can diagnose an illness depending upon the symptoms which are given to it. I want to show you an example scenario of how it should work; Application - A , User - U A) Hello, What is your symptom? U) Headache A)…
Ozan Yurtsever
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2
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1 answer

Which word embedding mechanism does chatGPT use?

Which word embedding mechanism does chatGPT use? Is it Word2Vec, GloVe, or something else?
zzzgoo
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1 answer

Automating 3D Modeling using NLP

I would like to know if there is any way we can automate 3D modeling processes. Like if I give the model a text input such as "create a sphere and give it a red color" and the we need to get the model. To be precise, I would like to create a bot…
Loukik
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How to take the keywords from the given dataset to train GPT-2 based chatbot?

I am working with a dataset that contains Questions on various Events conducted by a college and the corresponding answers for the queries. I am using this dataset to train a GPT-2 355M model to create a chatbot where users can get their queries…
Shivang Kohli
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chatbot encoder/decoder: why do we need to use chatbot answer as the decoder inputs?

I am looking into the chatbot tutorial at: https://medium.com/predict/creating-a-chatbot-from-scratch-using-keras-and-tensorflow-59e8fc76be79 It uses sequence to sequence model with encoder/decoder to solve the problem: encoder_inputs =…
Edamame
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How to validate a chatbot?

Let's say I'm building a medical assistance chatbot. How do I validate that my model is working well or better than others. Is there any standard validation metrics for it ?
ashukid
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2 answers

Stuck on building a customer support chatbot from scratch using reddit dataset

I've a trained model who can mimic day to day conversation occurring on reddit. But, here my problem is that I want it to reply to a specific use cases based on the vocabulary it had learned. Summary:- I am building a college chatbot, and there are…
TheMightyBarbarian
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1 answer

Detect named entities inside words

Some languages have word endings with their nouns (like Finnish, e.g. "in Berlin" -> "Berliinissä"). I have tried to annotate the characters in the training data as entities, but then I run the model, it doesn't detect the characters inside the…
Hasan Shaukat
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1 answer

Measuring precision and recall

Trying to improve my chat App: Using previous (pre-processed) chat interactions from my domain, I have built a tool that offers the user 5 possible utterances to a given chat context, for example: Raw: "Hi John." Context: hi…
Shlomi Schwartz
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