Rugas Technologies Private Limited reposted this
The introduction of GPT (Generative Pre-trained Transformer) models has completely changed how we use technology, especially when it comes to virtual assistants. Thanks to the advancements in machine learning and natural language processing, developers may now create personalized assistants that are suited to particular situations and requirements. Recently our team helped one of our esteemed clients to develop a custom conversational assistant. Presenting to you a custom made chatbot using the GPT model 3.5-turbo-0613 which can extensively store the context and can understand the needs of the user very well. A prompt is given to the chatbot by a user, the chatbot can comprehend the text and analyse and query the database and get the answer. It also has the capability to answer passive questions. We have fine-tuned our GPT-3.5 model, carefully tuned through OpenAI's platform which exhibits superior context retention and user comprehension. We also introduced novel techniques to handle token limits of the model to process the context .This advanced chatbot not only excels in context retention and user understanding but also leverages a sophisticated database querying system to provide accurate and contextually relevant responses. Additionally, its adeptness in handling passive questions showcases its nuanced comprehension and responsiveness, making it a highly intelligent and user-friendly conversational agent customised to answer queries in the client’s application domain. We are also now working on taking this to the next level by using Lang chains and more advanced models like GPT4 ! Talk to us if you want to learn more about this !! #openai #chatgpt #chatbot #llms #finetuning #genai
