![]() We modify our code to include the context of the conversation in every new question, and we primarily focus our changes around the API. We dig deeper into OpenAI’s ChatCompletion API to resolve the issue. ![]() We demonstrate this issue by conversing with the ChatBot about YouTuber Mr. While the previous version was adept at answering individual questions, it could not remember the context of conversations, leading to issues when asked subsequent related questions. In this video tutorial, we address the issue of contextual memory in our AI ChatBot. Context-Aware Conversational AI in Python using ChatGPT API In contrast, when the same questions were posed to ChatGPT ( ), it provided a response that acknowledged the connection between the two questions, demonstrating its understanding of the conversation’s context. An example is provided where the AI failed to relate a question about whether ‘GAN’ (Generative Adversarial Networks) is a trend to the prior question asking what a GAN is. However, the video also highlights a limitation of this program: it doesn’t retain the context of the conversation from one query to the next. A new file will be created each time the program is run, preserving the conversation history of each session. This file record is maintained alongside the interaction on the terminal. In this new version of the program, the user’s input and the AI’s response are both written to the text file every time the AI generates a response. This file is created when the program is run, and it’s named with a timestamp to distinguish it from files generated in other sessions. I updated the program to store conversations in a text file. The video describes enhancements to a previous Python program (written in an earlier video of this page) that uses OpenAI’s GPT-4 model to function as a chatbot. Saving Conversations with Python GPT-4 API ChatBot: Conversational AI It is also designed to be safer and more aligned with human expectations, being 82% less likely to respond to requests for disallowed content and 40% more likely to produce factual responses than GPT-3.5 .Ī limitation of this program explained in the video is (also) that conversation history is lost upon termination, and the next video addresses this issue. It is more creative and collaborative, can assist in creative and technical writing tasks, and has advanced reasoning capabilities surpassing the earlier ChatGPT models. GPT-4 is OpenAI’s most advanced system, capable of solving difficult problems with greater accuracy due to its broad general knowledge and problem-solving abilities. When making the video, I expected image input capability with GPT-4 release, but this feature was planned for future updates.ĭespite the slower response time with GPT-4, the results are more accurate and engaging. I demonstrated how I accessed GPT-4 through the existing OpenAI API and found the responses to be more detailed and accurate, albeit slower, compared to the previous GPT-3.5 version. Switching back and forth is simple using OpenAI’s API. The parameters can be passed as a URL query string, application/x-video focuses on GPT-4 model over GPT 3.5 turbo model. A lot of methods require additional parameters (while using the sendMessage method, for example, it’s necessary to state chat_id and text). To executie requests, you can use both GET and POST requests. METHOD_NAME (and this is obvious from its name) is a method, for example, getUpdates, sendMessage, getChat, etc. It is generated during the bot’s creation and looks like this: 123456:ABC-DEF1234ghIkl-zyx57W2v1u123ew11 This calls for using URL which looks like: Ī token is a unique string of characters required to authenticate a bot in the system. The answer is very easy: you use HTTP API both for reading the messages sent by users and for messaging back. Here’s a a simple question to start our guide: how do you develop Telegram chatbots? Step #0: A little bit of Telegram Bot API theory
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |