Chatbots, especially in the realm of customer support, have become a staple in modern businesses, enhancing customer service while boosting efficiency. Today, we'll delve into howLangChainandDeepInfraare enabling these chatbots, making them more responsive and effective. Fundamental Componen...
Customer service chatbots.The most obvious use case would be customer support chatbots. LangChain enables chat applications that are advanced enough to handle complex questions and even transactions from users. These applications are able to understand and maintain a user's context throughout a conve...
These components can be linked into "chains" for tailored workflows, such as a customer service chatbot chain with sentiment analysis, intent recognition, and response generation modules. Prompt templates Prompt templates are reusable predefined prompts across chains. These templates can become dynamic ...
In today’s fast-paced digital landscape, with the rise of Large Language Models (LLMs), conversational applications have gained immense popularity. Chatbots have transformed the way we interact with applications, websites, and even customer service channels in our daily lives. ...
(LLMs) like OpenAI’s GPT-4o or GPT-3.5, providing a robust platform for developing versatile and powerful AI agents. Whether you’re looking to automate customer service, perform data analysis, or create interactive chatbots, LangChain offers the tools and functionalities needed to bring your...
A Chatbot for Learning and Life Guide in the University Based on LangChain+ChatGLM With the continuous development of natural language processing technology, driven by the integration of large language models, customer service artificial ... S Chen,Q Yan - IEEE International Conference on Software ...
Let’s imagine a customer service chatbot that asks to the user its contract number in the first place. The model must not forget this information, no matter which interaction number it has. For that purpose, there is a memory type that uses the model itself to generate a summary of ...
Code Issues Pull requests AI powered customer service & team collaboration,alternative to slack + zendesk/intercom/livechat + chatpdf。企业IM + 在线客服 + AI助手,打造开源版企业微信/钉钉/飞书 ai helpdesk chatbot openai team gpt livechat rag langchain chatpdf Updated Aug 20, 2024 Java cupybar...
Modern chatbots are typically online and use artificial intelligence (AI) systems that are capable of maintaining a conversation with a user in natural language and simulating the way a human would behave as a conversational partner. They are used for B2C customer service, sales and marketing, ...
This project aims to develop a chatbot that can interact with a PostgreSQL database and answer queries in natural language. The chatbot will be able to handle queries related to an Orders table, which includes columns such as order_id, customer_email, tracking_number, shipping_service, tracking...