Dataset for chatbot. About The Synthetic-Persona-Chat dataset is a synthetically generated persona-based dialogue dataset. - pandeyanuradha/Chatbot-for-mental-health Understanding chatbot data is essential for developing effective AI systems that enhance user experiences. I suggest splitting the data into test and validation subsets, training a sample chatbot model, and assessing how well it handles the validation data: Current datasets obscure this reality by collecting text-only data through uniform interfaces that fail to capture authentic chatbot usage. User inputs labeled with chatbot intents — perfect for NLP classification tasks This dataset includes a JSON file designed for a university chatbot, containing information for general university inquiries. - akiacanada/smartchat-chatbot Building an AI application with NLP? You'll need a robust dataset. If you’re building an AI chatbot or working on a conversational AI project, the first step is finding the right chatbot training data. From Tagged with chatbot, dataset, nlp. High-quality chatbot training data improves response accuracy and personalization, leading to increased user satisfaction. The right dataset can unlock the potential to build accurate language models, sentiment classifiers, and chatbots that truly understand user intent. PS: If you cannot download the dataset, download it from here: Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Both services were hosted on Hugging Face Spaces and made available to the public. . Best ML datasets for chatbot training. In this section, we describe the basic statistics of the dataset, and the results of our toxicity analysis and topic distribution. Training your customer service chatbot Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Learn how to train your chatbot with your own data for a personalized customer experience, ensuring your AI chatbot is both safe and efficient. The two main ones are context-based chatbots and keyword-based chatbots. 5: choose tasks, gather data, preprocess, and optimize for effective conversational AI. Watch this space for ready-to-use AI training datasets Searching for competent data sets for your AI project? Welcome ! Dataset finder is going to help you to find the most relevant data for your project Dataset about AI Q&A question for chatbot Discover the AI data marketplace offering top-quality datasets for machine learning projects. It consists of 38 intents (tags) such as greetings, fees, hours, events, and admission, with corresponding patterns (user questions) and responses (chatbot replies). Question and Answers pairs which can work as Training Data 15 Best Chatbot Datasets for Machine Learning DEV Community Nowadays we all spend a large amount of time on different social media channels. These datasets often include a wide range of conversational examples that can enhance the chatbot’s ability to understand and respond to user queries effectively. Intent Recognition for Chatbots Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Bitext - Customer Service Tagged Training Dataset for LLM-based Virtual Assistants Overview This dataset can be used to train Large Language Models such as GPT, Llama2 and Falcon, both for Fine Tuning and Domain Adaptation. It is collected from 13K unique IP addresses on the Chatbot Arena from April to June 2023. This dataset is used for research or training of natural language processing (NLP) models. These datasets can be used to create general-purpose models that can handle various types of queries. This comprehensive guide covers key steps from identifying goals to optimizing data pipelines, ensuring security, crafting contextual interactions, and monitoring analytics. Question answering systems provide real-time answers that are essentia One of the ways to build a robust and intelligent chatbot system is to feed question answering Natural language dialogue systems raise great attention recently. Dataset Statistics: Split: The data is split into 5 distinct groups: train, valid frequent, valid rare, test frequent and test rare. Being available 24/7, allows your support team to get rest while the ML chatbots can handle the customer queries. - FareedKhan-dev/AI-Chatbot-Conversation-Dataset AI for Developers Easy, Private, and On-Device From running your own chatbot on your PC to training custom models and integrating AI into games, developing and running AI apps is easier and faster with NVIDIA tools and RTX GPUs. Dataset contains of queries & responses for university chatbot. This dataset contains Wikipedia articles along with manually generated factoid questions along with manually generated answers to those questions. Chatbots can help to provide real-time customer support and are a valuable asset in many industries. The ChatBot Dataset for Transformers is a beginner-friendly and versatile dataset designed to help developers and researchers create conversational AI models with ease. However, the primary bottleneck in chatbot development is obtaining realistic, task-oriented dialog data to train these machine learning-based systems. 4. ) provided on the HuggingFace Datasets Hub. Explore datasets powering machine learning. This dataset can be used in machine learning to simulate a conversation or to make a chatbot. Best AI chatbot This paper demonstrates that scaling up language models enhances few-shot learning capabilities, achieving competitive performance with state-of-the-art fine-tuning methods. Our commitment to the AI community extends to offering data labeling services that align with the complexities of NLP. Training data aggregated from various sources for training a chatbot with NLP. Chatbots work the same way—they need real, structured conversations to learn from. Dataset for chatbots Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Dec 2, 2020 · An effective chatbot requires a massive amount of training data in order to quickly solve user inquiries without human intervention. Natural Language Processing (NLP), Computer Vision, and more. In today's world, chatbots are rapidly transforming the way we interact with technology. Access premium machine learning training data to boost your AI models. A dataset containing human-human knowledge-grounded open-domain conversations. General-purpose mixtures General-purpose datasets offer balanced mixtures of different types of data, including chat, code, and math. University Chatbot Dataset Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. We’re on a journey to advance and democratize artificial intelligence through open source and open science. Simple questions and answers Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. The original data contains 500k conversations, but this is just a sample. Ideal for refining conversational AI capabilities and customizing user interactions. Fundamentally, a chatbot turns raw data into a conversation. The Waxal project provides datasets for both Automated Speech Recognition (ASR) and Text-to-Speech (TTS) for African languages. Discover datasets from various domains with Google's Dataset Search tool, designed to help researchers and enthusiasts find relevant data easily. Chatbot datasets for AI/ML are the foundation for creating intelligent conversational bots in the fields of artificial intelligence and machine learning. A chit-chat dataset with personas. In this repository, we provide a curated collection of datasets specifically designed for chatbot training, including links, size, language, usage, and a brief description of each dataset. Teach your bot with unique, specialized data to ensure it understands and responds accurately to user requests. The dataset has the following specs: Use Case: Intent Detection Vertical: Customer Service 27 intents assigned to 10 categories 26872 question/answer pairs, around 1000 per What is a Dataset for Chatbot Training? Just like students at educational institutions everywhere, chatbots need the best resources at their disposal. Perfect for chatbot developers, professional content creators, educators, and researchers. One of the ways to build a robust and intelligent chatbot system is to feed question answering dataset during training the model. It can also be used for data visualization, for example you could visualize the word usage for the different emotions. Explore our diverse conversational chat datasets, designed to enhance conversational AI models. Contribute to PolyAI-LDN/conversational-datasets development by creating an account on GitHub. Large datasets for conversational AI. This premium dataset would cost ~$200 when generated with gpt-4o, offering 10x more depth and variety across all categories. The goal of this dataset's creation and release is to facilitate research that improves the accuracy and fluency of speech and language technology for these languages. Chatbots machine learning datasets Machine learning datasets act as a treasure trove for chatbot development, offering the essential training data that energizes a chatbot’s learning mechanism. Therefore, building a strong data set is extremely important for a good conversational experience. Question-Answer Datasets for Chatbot Training Question-Answer Dataset: This corpus includes Wikipedia articles, manually-generated factoid questions from them, and manually-generated answers to these questions, for use in academic research. 5 Turbo API and another leveraging the GPT-4 API. Create a simple chatbot Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. - alexa/Topical-Chat A simple sample dataset to fine-tune a chatbot for particular needs. General Conversation Chat Datasets Discover our general conversation chat datasets, crafted to improve NLP and conversational AI models. The best AI will learn from what you feed it, mainly datasets. From helping you return a package to reminding you of your next dentist appointment—they’re the digital assistants of our time. Chatbot training datasets from multilingual dataset to dialogues and customer support chatbots. To download the full dataset, please contact the creator directly. Crafting Conversational AI with Sequential Dialogues A large number of open datasets for your AI/ML models. However, I need lots of training data for building a chat bot that is able to book a taxi. To address this limitation, we present ShareChat, a large-scale corpus of 142,808 conversations (660,293 turns) sourced directly from publicly shared URLs on ChatGPT, Perplexity, Grok, Gemini, and Claude. To adapt the raw dataset to dialogue systems, we elaborately normalize the raw Time-Waster Detection for Companion & Conversational AI Agents (human-verified) Dataset 1: 33K Chatbot Arena Conversation Data Link: lmsys/chatbot_arena_conversations This dataset contains 33K cleaned conversations with pairwise human preferences collected on Chatbot Arena from April to June 2023. **AI Chatbot Training Data from OpenAI**: OpenAI’s datasets are known for their high quality and diversity, making them suitable for training advanced AI chatbots. Many Reddit users also provide feedback on the effectiveness of these datasets, helping you make informed decisions about which ones to utilize. Customers also feel important when they get assistance even Learn how to create a high-impact FAQ dataset for chatbot training. To reach your target audience, implementing chatbots there is a really good idea. With a range of multi-turn dialogues and diverse conversational topics, these datasets are perfect for training chatbots and virtual assistants. The two key bits of data that a Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP) - niderhoff/nlp-datasets Chatbot Arena has become a widely cited LLM evaluation platform that emphasizes large-scale, community-based, and interactive human evaluation. It extends the original Persona-Chat dataset. A basic Conversational dataset to train a chatbot. Chatbot project using datasets from Kaggle to train a simple conversational AI. You can download the 10k dataset with personal and sensitive information removed. 0 I am building a chat bot with rasa-nlu. These datasets are indispensable in instructing chatbots to interpret and respond to human language significantly. If you are building chatbots using commercial models, open source frameworks or writing your own natural language processing model, you need training and testing examples. Whether it’s for intent recognition or multi-turn conversations, choosing the right chatbot dataset is crucial. Besides, current dialogue datasets for personalized chatbot usually contain several persona sentences or attributes. The frequent set contains entities frequently seen in the training set. To create a reward model for reinforcement learning, we needed to collect comparison data, which consisted of two or more model responses ranked by quality. Chatbots are everywhere, and you probably need a high-quality chatbot dataset. Diferent from existing datasets, Pchatbot provides anonymized user IDs and timestamps for both posts and responses. Learn to create chatbot datasets for ChatGPT-3. Click on the links below to download the chit-chat datasets in the language and personality that best suits your bot. Before deploying the carefully prepared dataset for chatbot training, it is critical to validate quality by testing the data. Flexible Data Ingestion. When looking for a dataset for chatbot development, consider checking out threads that highlight the best chatbot training datasets available. Learn the role of dataset for chatbot training, sourcing quality data, and best practices for building high-performance chatbots. These datasets provide the foundation for natural language understanding (NLU) and dialogue generation. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Jun 2, 2025 · chatbot-datasets is a curated collection of free, high-quality datasets for training, fine-tuning, and benchmarking chatbots and conversational AI models. Contribute to jalizadeh/Chatbot-Dialog-Dataset development by creating an account on GitHub. Elevate your chatbot's performance with tailored datasets on ChatBotKit. Whether you're building an LLM-powered assistant, a rule-based bot, or just exploring conversational data — this repo is for you. As many dialogue models are data-driven, high-quality datasets are essential to these systems. Whether you’re an AI enthusiast, researcher, student, startup, or corporate ML leader, these datasets will elevate your chatbot’s capabilities. Plus, your data stays on your PC—no uploads required. How text classification model handle low-resource and noise words Why data is key to train your chatbot? Data is key to a chatbot if you want it to be truly conversational. Is there a repository, or corpus, for booking a taxi? Or is there a way to generate this kind of dataset? The datasets you use to train your chatbot will depend on the type of chatbot you intend to create. This repository contains theory and working codes of three different types of chatbots. FareedKhan-dev / AI-Chatbot-Conversation-Dataset Public Notifications You must be signed in to change notification settings Fork 2 Star 7 Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Utilizing diverse datasets for chatbots from reliable sources ensures comprehensive training and better performance. Improve user experience, accuracy, and system performance. We mixed this new dialogue dataset with the InstructGPT dataset, which we transformed into a dialogue format. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Browse free open datasets for AI and machine learning projects, with sortable criteria and CSV downloads to support model training, research, and experimentation Personality Chat Datasets The chit-chat/ small talk datasets for the ~100 scenarios include responses and sample queries. Importantly, users were not required to create an account or provide personal information to access our services. Featuring rich, multi-turn dialogues and varied conversational contexts, these chat data support training and fine-tuning of chatbots and virtual assistants. It is collected from 210K unique IP addresses in the wild on the Vicuna demo and Chatbot Arena website from April to August 2023. At SmartOne, we recognize the significance of meticulously curated NLP datasets. 3. Chatito helps you generate datasets for training and validating chatbot models using a simple DSL. We at iMerit have compiled a list of the most successful and commonly-used datasets that are perfect for anyone looking to train a chatbot. Overview of what datasets are and how they can be used in chatbot conversations. I went through the tutorial and I have built a simple bot. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Jul 23, 2025 · Chatbots rely on high-quality training datasets for effective conversation. You can use this dataset to train domain or topic specific chatbot for you. Learn how to add contextual information to your chatbot. A: To create the WildChat dataset, we deployed two chatbot services, one utilizing the GPT-3. So I need data to build a specific bot. When you understand the basics of the ChatterBot library, you can build and train a self-learning chatbot with just a few lines of Python code. Chatbot Arena Conversations Dataset This dataset contains 33K cleaned conversations with pairwise human preferences. Learn how to build a sophisticated custom AI chatbot tailored to your business by leveraging proprietary data and integrating large language models like ChatGPT for natural conversations. 🤗 Datasets is a lightweight library providing two main features: one-line dataloaders for many public datasets: one-liners to download and pre-process any of the major public datasets (image datasets, audio datasets, text datasets in 467 languages and dialects, etc. For detailed information about the dataset, modeling benchmarking experiments and evaluation results, please refer to our paper. Here are some of the top open NLP datasets for you to leverage. LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset This dataset contains one million real-world conversations with 25 state-of-the-art LLMs. We only provide a sample of the dataset. Dialogs for training or setting up a chatbot. To collect this data, we took conversations that AI trainers had with the chatbot. These are available for 5 pre-built personalities in 9 languages. Dive into the essentials of AI chatbot training with a focus on data security, customization, and effective strategies. 3 Preliminary Analysis The final dataset contains conversations from five platforms, featuring a wide range of languages, diverse user prompts and longer conversations with less toxic content compared to other datasets. It is designed to address the challenges of limited dataset scale, imcomplete graph structure, and low annotation quality in previous datasets. In this paper, we introduce Pchatbot, a large-scale dialogue dataset that contains two subsets collected from Weibo and Judicial forums respectively. Compare ChatGPT, Claude, Gemini, Perplexity, and Grok with real features like Perplexity citations and Gemini video tools. TwiBot-22 Description: TwiBot-22 is a large and comprehensive Twitter bot detection benchmark. As we unravel the secrets to crafting top-tier chatbots, we present a delightful list of the best machine learning datasets for chatbot training. You can use this dataset to train chatbots that can answer questions based on Wikipedia articles. The dataset may include various types of conversations such as casual or formal discussions, interviews, customer service interactions, or social media conversations. 9sr0g, wr1u6, oyhf, fzzh8, 6dhx8, rfmh, gndsf, mw05w, jzssl, xmbso,