### Introduction Use the Numeno Persona API to create and manage **Personas**. Evolving a Persona over time is dead-simple: [create a Persona](create-persona), then send natural-language descriptions of your users’ in-app activities to the Persona API. Under the hood, we create a rich set of models of the system that evolve over time. Then, ask Numeno to personalize some part of your experience using the Persona. Numeno will use our models to tailor your software to each user’s unique preferences and habits, allowing you to dynamically adjust your offerings. For example, connect a Persona to the **[Numeno Article Recommender API](https://numeno.ai/wp-content/uploads/docs/artrec/numeno-article-recommender-api)** to generate **Article Feeds** that evolve over time as your Persona evloves with user interaction. Personas are not limited to modelling users. Posts in a social environment, articles or topics on a content platform, a screen or widget in your UI, a product in your inventory - groups of any of these things – Personas can evolve models of anything in your system! Get creative!

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mylk/chronis

2 Favers
6 Downloads

A crontab generator using natural language expressions

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mozzos/nlptool

1 Favers
16 Downloads

Multi function Natural Language Processing system.

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malgany/php-chain

0 Favers
4 Downloads

PHP Chain is a natural language processing library for PHP, inspired by the popular LangChain in Python. This library offers a modular and extensible approach to building NLP pipelines, allowing PHP developers to easily integrate natural language capabilities into their applications. PHP Chain supports a variety of NLP tasks, including but not limited to tokenization, semantic analysis, and text generation, providing a fluent interface and adaptable tool chains for different linguistic processing needs.

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