Understanding and Processing Human Language
TinAI NLP is the natural language processing module of the TinAI Core framework. It is used to design systems that receive users' text or speech, interpret its meaning, and provide an appropriate response or perform an action.
Processing in TinAI NLP goes beyond recognising individual words. The system also seeks to understand the user's intent, key information within a sentence, relationships between different parts of a message and the context of the conversation. These capabilities help create solutions that communicate with users more naturally and accurately.
TinAI NLP can integrate with databases, business software, support platforms, sales systems and other TinAI modules. This allows a system to retrieve information, initiate a process or perform a specific action in an existing system, as well as answer questions.
TinAI NLP Capabilities
- Analysis and processing of text and speech
- Identification of user intent and requests
- Extraction of key information from text
- Management of multi-step conversations
- Topic identification and message classification
- Semantic search across documents and information
- Text summarisation and rewriting
- Analysis of user feedback, opinions and messages
- Responses suited to the subject and context of the conversation
- Multilingual support tailored to the project's needs
- Connections to internal systems and actions through APIs
- Logging and analysis of interactions to improve system performance
TinAI NLP Applications
TinAI NLP can support intelligent assistants, enterprise chatbots, customer response systems, intelligent search, document processing, message analysis, request classification and the automation of language-based processes.
Each solution is designed around the users' language, the services provided, the sector and the organisation's actual processes. The result is a specialist tool aligned with the business, rather than simply a general-purpose chatbot.