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--- active_crumb: Docs layout: documentation id: overview --- <!-- Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to You under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> <div class="col-md-8 second-column"> <section id="overview"> <h2 class="section-title">Overview <a href="#"><i class="top-link fas fa-fw fa-angle-double-up"></i></a></h2> <p> Apache NLPCraft is a Scala3-based <a target=_blank href="https://www.apache.org/licenses/">open source</a> library for adding a natural language interface to modern applications. It allows you to build applications that people can interact with using a natural language augmenting existing UI/UX with fidelity and simplicity of a familiar spoken language. Natural Language has no learning curve, no special rules or cumbersome syntax to master - it's a natural interface that your users already know. </p> <h2 class="section-sub-title">Deterministic Intent Matching <a href="#"><i class="top-link fas fa-fw fa-angle-double-up"></i></a></h2> <p> NLPCraft is designed around an advanced <a href="/intent-matching.html">Intent Definition Language</a> (IDL) for defining non-trivial intents and a <em>fully deterministic</em> intent matching algorithm for the input sentences. Full determinism of the NLPCraft is its unique capability in contrast to many ML-based approaches that only provide statistical answer without full guarantee or traceability. Full determinism makes NLPCraft an ideal tool for domain-specific natural language application like command-and-control or mission critical systems vis-a-vis common language comprehension tools like ChatGPT. NLPCraft is also an ideal library for use cases where execution proof or traceability is required, e.g. blockchain decentralized applications. </p> <h2 class="section-sub-title">Supported Languages <a href="#"><i class="top-link fas fa-fw fa-angle-double-up"></i></a></h2> <p> NLPCraft is language agnostic and can work with most modern languages that have basic NLP infrastructure available like English, French, German, Spanish, Russian, etc. Note that NLPCraft does not provide its own low-level NLP plumbing like stemmatization and lemmatization and relies on 3rd party libraries like <a href="https://opennlp.apache.org/" target="_blank">OpenNLP</a> or <a href="https://nlp.stanford.edu/" target="_blank">StanfordNLP</a> to be configured to provide that functionality. </p> </section> </div> <div class="col-md-2 third-column"> <ul class="side-nav"> <li class="side-nav-title">On This Page</li> <li><a href="#overview">Overview</a></li> {% include quick-links.html %} </ul> </div>