AI like chatgpt are artificial intelligence systems that can generate natural language text based on a given input or context. They use deep learning models, such as GPT-4, to learn from large amounts of text data and produce coherent and relevant responses. Some of the applications of AI like chatgpt are:
- Chatbots: AI like chatgpt can be used to create conversational agents that can interact with users, answer questions, provide information, or entertain them. For example, Bing Chat is a chatbot that runs on the same framework as chatgpt and can search the web for answers¹.
- Text generation: AI like chatgpt can be used to create various types of text content, such as stories, poems, essays, code, lyrics, etc. For example, Google Bard is a chatbot that can generate stories based on user input².
- Text translation: AI like chatgpt can be used to translate text from one language to another, while preserving the meaning and style of the original text. For example, YouChat is a chatbot that can translate text and speech between 100 languages³.
- Text summarization: AI like chatgpt can be used to create concise summaries of long or complex text documents, such as articles, books, reports, etc. For example, WriteSonic is a tool that can generate summaries, headlines, and bullet points from text input⁴.
AI like chatgpt are powerful and versatile, but they also have some limitations and challenges. Some of them are:
- Data quality: AI like chatgpt rely on the quality and quantity of the text data they are trained on. If the data is noisy, biased, outdated, or incomplete, the AI may produce inaccurate, inappropriate, or irrelevant responses.
- Ethical and social issues: AI like chatgpt may pose ethical and social risks, such as plagiarism, privacy, misinformation, manipulation, or harm. Users and developers of AI like chatgpt should be aware of these issues and follow ethical guidelines and best practices.
- Explainability and accountability: AI like chatgpt are often complex and opaque, making it hard to understand how they work and why they produce certain outputs. Users and developers of AI like chatgpt should be able to explain and justify their decisions and actions, and be accountable for the consequences..
How AI like chatgpt works?
AI like chatgpt work by using large language models, or LLMs, which are programs trained on volumes of text obtained from published writing and information online, which is generally produced by humans¹. The systems are trained on series of words and learn the importance of words in those series, experts said¹.
The LLMs use a neural network architecture called transformer, which can process long sequences of text and learn the relationships between words and their contexts². The transformer consists of two main components: the encoder and the decoder. The encoder converts the input text into a vector representation, which is a sequence of numbers that captures the meaning and structure of the text. The decoder then uses this vector to generate the output text, word by word, based on the probabilities of the next word given the previous words².
The LLMs also use a mechanism called attention, which allows the model to focus on the most relevant parts of the input text and ignore the irrelevant ones. This helps the model to produce more coherent and relevant responses, as well as to handle long and complex inputs³.
AI like chatgpt can perform various tasks, such as generating text, answering questions, translating languages, summarizing documents, and more, by using different modes of input and output. For example, to generate a story, the user can provide a prompt or a genre, and the model will generate a story based on that. To answer a question, the user can provide a question and the model will search for the answer from its knowledge base or the internet. To translate a language, the user can provide a text in one language and the model will output the text in another language⁴.
AI like chatgpt are powerful and versatile, but they also have some limitations and challenges, such as data quality, ethical and social issues, explainability and accountability, and more. You can read more about these issues in the web search results I found for you.
¹: How AI Chatbots Like ChatGPT Work — a Quick Explainer – Business Insider
²: How ChatGPT works and AI, ML & NLP Fundamentals | Pentalog
³: How AI chatbots like ChatGPT or Bard work – visual explainer | Technology | The Guardian
⁴: The 10 Best ChatGPT Alternatives (2024) – Lifewire
How to use AI like chatgpt ?
There are different ways to use and install AI like chatgpt on your PC, depending on your operating system, hardware, and preferences. Here are some of the options I found for you:
- You can use ChatGPT online for free by visiting chat.openai.com or downloading the mobile app for Android or iPhone. You just need to sign up for a free OpenAI account and start chatting with ChatGPT¹.
- You can download and install GPT4ALL, a software that lets you run ChatGPT-like models on your PC. It supports Windows, macOS, and Linux. You just need at least 8GB of RAM and about 30GB of free storage space. You can visit the GPT4ALL website and click on the download icon of your operating system². Then, follow the setup instructions and launch the software. You can choose from different models and settings to customize your chatbot experience.
- You can run Alpaca, a chatbot created by Stanford researchers that runs completely on your own PC. It also supports Windows, macOS, and Linux. You need at least 8GB of RAM and about 30GB of free storage space. You can download Alpaca from the Hugging Face website and follow the installation guide³. Alpaca has three main variants: 7B, 13B, and 30B. The larger the number, the smarter the chatbot will be, but also the more resources it will require.
These are some of the ways to use and install AI like chatgpt on your PC. You can also explore other options and models on the Hugging Face platform or the LocalLlaMA community. However, you should be aware of the limitations and challenges of running AI chatbots locally, such as data quality, ethical and social issues, explainability and accountability, and more. You can read more about these issues in the web search results I found for you.
¹: How to Use the AI Chatbot for Free – How-To Geek
²: How to Install AI Software Like ChatGPT on Your PC – TechCult
³: How to Run a ChatGPT-like AI on Your Own PC – How-To Geek
AI like chatgpt have different pricing options depending on the features and services you want to use. Some of them are:
- Free: You can use ChatGPT online for free by visiting chat.openai.com or downloading the mobile app for Android or iPhone. You just need to sign up for a free OpenAI account and start chatting with ChatGPT¹. You can also try Gemini Pro for free when you use Gemini in countries where it is available. Using Gemini requires you to log in with a Google account².
- Paid: ChatGPT Plus, a paid option that costs $20/month, adds access to GPT-4 with browsing and analysis features. It also includes access to DALL-E, which allows you to enter a prompt to generate an image⁴. Gemini Advanced, which gives users access to the more powerful Ultra 1.0 LLM, is available for $19.99 per month through the Google One AI Premium plan².
- Developer: Developers may use Google AI Studio or Vertex AI to access Gemini Pro for free, with up to 60 requests per minute. However, once Gemini Pro status changes to general availability in 2024, then pricing will be based on the number of requests and the model size². Developers may also access ChatGPT via API, with different models and pricing plans available. For example, GPT-4 Turbo costs $0.0008 per token, while GPT-3.5 costs $0.0003 per token⁴.
These are some of the pricing options for AI like chatgpt. You can also explore other options and models on the Hugging Face platform or the LocalLlaMA community. However, you should be aware of the limitations and challenges of using AI chatbots, such as data quality, ethical and social issues, explainability and accountability, and more. You can read more about these issues in the web search results I found for you.
https://www.tidio.com/blog/how-to-create-a-chatbot-for-a-website/
(1) The 10 Best ChatGPT Alternatives (2024) – Lifewire. https://www.lifewire.com/chatgpt-alternatives-7551608.
(2) Google Gemini vs. ChatGPT: Is Gemini Better Than ChatGPT? – TechRepublic. https://www.techrepublic.com/article/google-gemini-vs-chatgpt/.
(3) ChatGPT Pricing, Explained: Plus & Tokens (2024) – guides.ai. https://guides.ai/chatgpt-pricing/.
(4) The cost of developing a chatbot like ChatGPT – Appinventiv. https://appinventiv.com/blog/cost-to-develop-an-app-like-chatgpt/.
(1) How AI chatbots like ChatGPT or Bard work – visual explainer. https://www.theguardian.com/technology/ng-interactive/2023/nov/01/how-ai-chatbots-like-chatgpt-or-bard-work-visual-explainer.
(2) The 10 Best ChatGPT Alternatives (2024) – Lifewire. https://www.lifewire.com/chatgpt-alternatives-7551608.
(3) How ChatGPT works and AI, ML & NLP Fundamentals | Pentalog. https://www.pentalog.com/blog/tech-trends/chatgpt-fundamentals/.
(4) How AI Chatbots Like ChatGPT Work — a Quick Explainer – Business Insider. https://www.businessinsider.com/how-ai-chatbots-like-chatgpt-work-explainer-2023-5.https://www.theguardian.com/technology/ng-interactive/2023/nov/01/how-ai-chatbots-like-chatgpt-or-bard-work-visual-explainer.
(1) The 10 Best ChatGPT Alternatives (2024) – Lifewire. https://www.lifewire.com/chatgpt-alternatives-7551608.
(2) ChatGPT alternatives: 7 AI chatbots you can try for free. https://www.techradar.com/features/chatgpt-alternatives.
(3) 8 ChatGPT Alternatives: Free & Paid AI Chatbots Tested – Tech.co. https://tech.co/news/best-chatgpt-alternatives.
(4) 10 Best ChatGPT Alternatives in 2024 (Free and Paid) | Beebom. https://beebom.com/best-chatgpt-alternatives/.
(5) en.wikipedia.org. https://en.wikipedia.org/wiki/ChatGPT.