# Language AI Playbook

## Language AI Playbook

- [1. Introduction](https://4bcplaybook.clearglobal.org/1.-introduction.md): Language AI for social impact - a Playbook on how to use language technology for community engagement.
- [1.1 How to use the partner playbook](https://4bcplaybook.clearglobal.org/1.-introduction/1.1-how-to-use-the-partner-playbook.md)
- [1.2 Chapter overviews](https://4bcplaybook.clearglobal.org/1.-introduction/1.2-chapter-overviews.md)
- [1.3 Acknowledgements](https://4bcplaybook.clearglobal.org/1.-introduction/1.3-acknowledgements.md)
- [2. Overview of Language Technology](https://4bcplaybook.clearglobal.org/2.-overview-of-language-technology.md)
- [2.1 Definition and uses of language technology](https://4bcplaybook.clearglobal.org/2.-overview-of-language-technology/2.1-definition-and-uses-of-language-technology.md)
- [2.2 How language technology helps with communication](https://4bcplaybook.clearglobal.org/2.-overview-of-language-technology/2.2-how-language-technology-helps-with-communication.md)
- [2.3 Areas where language technology can be used](https://4bcplaybook.clearglobal.org/2.-overview-of-language-technology/2.3-areas-where-language-technology-can-be-used.md)
- [2.4 Key terminology and concepts](https://4bcplaybook.clearglobal.org/2.-overview-of-language-technology/2.4-key-terminology-and-concepts.md)
- [3. Partner Opportunities](https://4bcplaybook.clearglobal.org/3.-partner-opportunities.md)
- [3.1 Enabling Organizations with Language Technology](https://4bcplaybook.clearglobal.org/3.-partner-opportunities/3.1-enabling-organizations-with-language-technology.md)
- [3.2 Bridging the Technical Gap](https://4bcplaybook.clearglobal.org/3.-partner-opportunities/3.2-bridging-the-technical-gap.md)
- [3.3 Dealing with language technology providers](https://4bcplaybook.clearglobal.org/3.-partner-opportunities/3.3-dealing-with-language-technology-providers.md)
- [4. Identifying Impactful Use Cases](https://4bcplaybook.clearglobal.org/4.-identifying-impactful-use-cases.md)
- [4.1 Setting criteria to help choose the use case](https://4bcplaybook.clearglobal.org/4.-identifying-impactful-use-cases/4.1-setting-criteria-to-help-choose-the-use-case.md)
- [4.2 Conducting A Needs Assessment](https://4bcplaybook.clearglobal.org/4.-identifying-impactful-use-cases/4.2-conducting-a-needs-assessment.md)
- [4.3 Evaluating What Can Be Done and What Works](https://4bcplaybook.clearglobal.org/4.-identifying-impactful-use-cases/4.3-evaluating-what-can-be-done-and-what-works.md)
- [5 Communication and working together](https://4bcplaybook.clearglobal.org/5-communication-and-working-together.md)
- [5.1 Communicating with Communities](https://4bcplaybook.clearglobal.org/5-communication-and-working-together/5.1-communicating-with-communities.md)
- [5.2 Communicating and working well with partners](https://4bcplaybook.clearglobal.org/5-communication-and-working-together/5.2-communicating-and-working-well-with-partners.md)
- [6. Language Technology Implementation](https://4bcplaybook.clearglobal.org/6.-language-technology-implementation.md)
- [6.1 Navigating the Language Technology Landscape](https://4bcplaybook.clearglobal.org/6.-language-technology-implementation/6.1-navigating-the-language-technology-landscape.md)
- [6.2 Creating a Language-Specific Peculiarities (LSP) Document](https://4bcplaybook.clearglobal.org/6.-language-technology-implementation/6.2-creating-a-language-specific-peculiarities-lsp-document.md)
- [6.3 Open source data and models](https://4bcplaybook.clearglobal.org/6.-language-technology-implementation/6.3-open-source-data-and-models.md)
- [6.4 Assessing data and model maturity](https://4bcplaybook.clearglobal.org/6.-language-technology-implementation/6.4-assessing-data-and-model-maturity.md)
- [6.4.1 Assessing NLP Data Maturity](https://4bcplaybook.clearglobal.org/6.-language-technology-implementation/6.4-assessing-data-and-model-maturity/6.4.1-assessing-nlp-data-maturity.md)
- [6.4.2 Assessing NLP Model Maturity:](https://4bcplaybook.clearglobal.org/6.-language-technology-implementation/6.4-assessing-data-and-model-maturity/6.4.2-assessing-nlp-model-maturity.md)
- [6.5 Key Metrics for Evaluating Language Solutions](https://4bcplaybook.clearglobal.org/6.-language-technology-implementation/6.5-key-metrics-for-evaluating-language-solutions.md)
- [7 Development and Deployment Guidelines](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines.md)
- [7.1 Serving models through an API](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.1-serving-models-through-an-api.md)
- [7.2 Machine translation](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.2-machine-translation.md)
- [7.2.1 Building your own MT models](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.2-machine-translation/7.2.1-building-your-own-mt-models.md)
- [7.2.2 Deploying your own scalable Machine Translation API](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.2-machine-translation/7.2.2-deploying-your-own-scalable-machine-translation-api.md)
- [7.2.3 Evaluation and continuous improvement of machine translation](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.2-machine-translation/7.2.3-evaluation-and-continuous-improvement-of-machine-translation.md)
- [7.3 Chatbots](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots.md)
- [7.3.1 Overview of chatbot technologies and RASA framework](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.1-overview-of-chatbot-technologies-and-rasa-framework.md)
- [7.3.2 Building data for a climate change resilience chatbot](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.2-building-data-for-a-climate-change-resilience-chatbot.md)
- [7.3.3 How to obtain multilinguality](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.3-how-to-obtain-multilinguality.md)
- [7.3.4 Components of a chatbot in deployment](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.4-components-of-a-chatbot-in-deployment.md)
- [7.3.5 Deploying a RASA chatbot](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.5-deploying-a-rasa-chatbot.md)
- [7.3.6 Channel integrations](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.6-channel-integrations.md)
- [7.3.6.1 Facebook Messenger](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.6-channel-integrations/7.3.6.1-facebook-messenger.md)
- [7.3.6.2 WhatsApp](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.6-channel-integrations/7.3.6.2-whatsapp.md)
- [7.3.6.3 Telegram](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.6-channel-integrations/7.3.6.3-telegram.md)
- [7.3.7 How to create effective NLU training data](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.7-how-to-create-effective-nlu-training-data.md)
- [7.3.8 Evaluation and continuous improvement of chatbots](https://4bcplaybook.clearglobal.org/7-development-and-deployment-guidelines/7.3-chatbots/7.3.8-evaluation-and-continuous-improvement-of-chatbots.md)
- [8 Sources and further bibliography](https://4bcplaybook.clearglobal.org/8-sources-and-further-bibliography.md)