Machine learning algorithms used in creating AI chatbots by Avikumar Talaviya If your chatbot analytics tools have been set up appropriately, analytics teams can mine web data and investigate other queries from site search data. Alternatively, they can also analyze transcript data from web chat conversations and call centers. If your analytical teams aren’t set up for [...]
Read MoreBest practices for building LLMs Integrating CrewAI with different LLMs expands the framework’s versatility, allowing for customized, efficient AI solutions across various domains and platforms. Switch between APIs and models seamlessly using environment variables, supporting platforms like FastChat, LM Studio, and Mistral AI. Ollama is preferred for local LLM integration, offering customization and privacy benefits. [...]
Read MoreUsing natural language processing to improve everyday life Word disambiguation is the process of trying to remove lexical ambiguities. A lexical ambiguity occurs when it is unclear which meaning of a word is intended. A constituent is a unit of language that serves a function in a sentence; they can be individual words, phrases, or [...]
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