We are excited to announce the beginning of our Generative AI journey to deliver a mature framework designed to simplify LLM application development. Stay tuned as wink-composer unfolds over the next several weeks.
Wink-composer is an upcoming open-source JavaScript library that aims to simplify the creation of LLM-driven applications. It will be capable of running on both Node.js and browser environments, with planned support for TypeScript. With its declarative and intuitive API, wink-composer will empower developers to build robust and efficient applications with ease.
Building on the success and insights gained from our flagship product winkNLP, we are developing wink-composer to be even more developer-friendly and powerful. Here’s what will make wink-composer special:
| ✨ Declarative, natural language like API | Achieve more with minimal code using our intuitive and expressive API. |
| 🔖 Advanced Prompt Templates | Easily create reusable prompt templates including meta templates at central open source repository. |
| ⚡️ Versatility | From RAG to information extraction, Q&A, chatbots, data analysis or talking to your data, wink-composer supports a wide range of applications. |
| 🛠️ Comprehensive Toolset | Leverage powerful tools for building agents, transforming data with parsers for downstream pipelines, and simplifying data preprocessing and analysis for JSON and CSV formats. |
| ♻️ Easy Integration | Integrate effortlessly with vector databases, LLMs, and more. |
| 🧭 Effortless Tracing | Quickly trace and debug your application’s behavior and performance. |
- Ease of Use: Focus on your application logic without worrying about underlying complexities.
- Open Source/Weight LLMs: Prioritizing open-source and efficient LLMs to empower developers.
- Extensibility: Create a modular and loosely coupled framework that simplifies the process for potential contributors to understand and add new features and capabilities.
We’re in the early stages of setting up the project — discuss your ideas at wink-composer's Github discussions or drop a line at wink@graype.in.
WinkJS is a family of open source packages for Natural Language Processing, Machine Learning, and Statistical Analysis in Javascript. The code is thoroughly documented for easy human comprehension and has a test coverage of ~100% for reliability to build production grade solutions.
Wink Composer is copyright 2024 GRAYPE Systems Private Limited.
It is licensed under the terms of the MIT License.