I am a 3rd year undergrad at IIT Bombay, India, and currently intern season is going on in our college and in my resume I have things like RAG and Chatbot. In my last two interviews, I was asked question from my resume and puzzles (Brainsteller level).

The question that was common in the both the interviews goes like “What are some of the most common evaluation metric that we use to test chatbots?”. For example in classification we make use of precision and recall values to know the quality of fthe model.

So right after my first interview I surfed the web to know some metrics to evaluate chatbots. I got to know about some on the methods but didn’t got any metrics (like a value that can quantify whether my model is good or not).

Can anyone help me, explain or find some resources to learn the same.

I would really appreciate any help.

https://u.conss.co/RzSzEsBgS9

Click the link to have a 7 day free trial when you sign up!!!

🚀 Introducing JoyBot, the cheerful AI companion I created on the MessengerX.io platform! 🌟

There’s a lot of misunderstanding when it comes to AI companions—some think they’re unsafe, inappropriate, or simply a waste of time. But I’m here to show that AI, like JoyBot, can be a force for good! 💡

JoyBot is designed to brighten your day, offering jokes, funny stories, and uplifting quotes that bring positivity and encouragement. With a warm, friendly personality, JoyBot’s goal is simple: to spread happiness, inspire with kind words, and make each interaction a joyful experience. It’s about creating a space where people feel uplifted and supported—something we can all use in today’s fast-paced world. 😊

What makes JoyBot different?

• Safe & Positive: JoyBot is designed with user well-being in mind. There’s no inappropriate content, just pure joy and encouragement. • Engaging Conversations: From jokes to inspirational quotes, JoyBot is all about fun and positive interactions. • Promoting AI for Good: While some may doubt the value of AI companions, JoyBot proves that AI can be used for enhancing mental wellness, spreading positivity, and fostering a supportive atmosphere. 

Here’s a greeting from JoyBot:

“Hey there! 😊 I’m JoyBot, your happiness companion! How can I sprinkle a little joy into your day today?”

I believe that AI isn’t just about tasks or entertainment—it can also be a source of support, laughter, and inspiration. JoyBot embodies that vision, showing that AI has a place in creating positive change.

If you’re looking for a friendly AI that adds value to your day, try JoyBot! It’s proof that AI can be meaningful, safe, and, most importantly, a source of happiness.

AI #Chatbot #JoyBot #Positivity #Innovation #MentalWellness #Technology #AIforGood #MessengerX.io #Inspiration #AICompanion #SafeAI

Hi! I’m working on a project to create a chatbot that can serve as a listening space for people who feel sad or frustrated. The idea is for the bot to provide basic support, without replacing professional help—simply offering an empathetic and useful conversation.

However, I’ve hit a few roadblocks:

Conversation flow design: I want to ensure the chatbot’s responses are helpful and empathetic, but also know when to recommend seeking professional help. How can I design this effectively? Technology: I’ve seen several options for building chatbots (like Dialogflow, Rasa, etc.), but I’m unsure which would be the best for my case. Does anyone have any recommendations based on their experience? Best practices: Any advice or resources for designing a chatbot that is respectful and useful in the context of emotional health? I’d like to avoid common mistakes or approaches that don’t work. Any guidance or suggestions would be greatly appreciated. Thanks in advance!

https://poe.com/neotidus

This is a collection of my jailbroken bots designed to write NSFW stories or simply ask questions to an unlocked bot

I’ve tried rasa and the dataset I provide is relatively small like 127 row and the questions are like 5-6 words average and my rasa chatbot can’t understand when I give a briefly described question about the topic , tried finding llama 3.1 still no luck there

If anyone could suggest me some free and good method that might work would be appropriated