Question and Answer Model using LangChain Framework and Generative AI
Shiva Kumar Kakkerla, Krishnaveni Yalla, Pujitha Pathipaka, Yashwanthini Irukulla, Sriharshini Panthangi, Rohith Adupa · 2024
The newest technology trend in the market is being led by generative AI. A number of businesses created tools and frameworks to enable developers to create creative applications using these LLMs like OpenAI recently lead the big language model wave. In a similar vein, we sought to create a program called ‘Question and Answer model using Generative AI and LangChain Framework’. A number of LLMs on the market can be integrated with LangChain, as well as other data sources. With the use of large language models (LLMs), developers can now create apps that they were before unable to. To build a genuinely effective app, leveraging these LLMs alone is frequently insufficient; you must mix them with additional sources of computation or knowledge. Artificial intelligence that can produce text, graphics, or other stuff that resembles what a person would produce is known as "generative AI". It analyses data patterns using deep learning techniques, such as neural networks, and then creates new content based on those patterns. Text generating, visual synthesis, and even music composition are some of the uses for generative AI.