Find-vague is a JavaScript package that finds semantically similar phrases in text. It supports sentence encoding and similarity comparison using word embeddings. You can install it with npm and use it to analyze text for vague or unclear expressions.
Features
Text Embeddings
Generates embeddings for text for better semantic comparisons and calculations. These embeddings help in understanding and calculating similarities between text data.
Pair Sentences Similarity Comparison
Allows comparison of two sentences based on semantic similarity, helping in understanding how closely related two sentences are.
Array of Sentences Comparison
Compares multiple sentences against each other to yield a similarity matrix, giving insights into how sentences in a group compare with each other.
Sequence Embeddings
Creates embeddings for sequences of text, facilitating more complex comparisons and analyses across larger text bodies.
Top-k Similar Sentences
Finds the top-k most similar sentences to a given input from a corpus of sentences, which helps in finding the closest matches in terms of semantic content.
Unlimited Public Packages
Bring the best of open source JavaScript development to your own projects with unlimited public packages.
Unlimited Private Packages
Seamlessly integrate public and private packages into your development process with unlimited access.
Package-based Permissions
Add collaborators to work on your public and private packages together, allowing for package-based permissions management.
Unlimited public packages
Bring the best of open source JavaScript development to your own projects by allowing unlimited access to public packages.
Unlimited private packages
Seamlessly integrate both public and private packages into your development cycle, providing unlimited access to private repositories.
Package-based permissions
Add collaborators to work on your public and private packages together, with customized permissions for each package.
Unlimited Public Packages
Allows users to publish an unlimited number of public packages to the npm registry, providing wide distribution and collaboration opportunities.
Automated Security Warnings
Provides automated notifications for security vulnerabilities in packages, ensuring users are informed about potential risks.
Unlimited Private Packages
Enables users to publish an unlimited number of private packages, allowing for secure and private project management.
Package-Based Permissions
Grants detailed access control over who can view and manage specific packages within the user's account, enhancing security.
Team-Based Permissions
Supports management and collaboration for teams by allowing designated permissions for team members on different packages.
JavaScript Package Registry
The npm Registry hosts over two million JavaScript packages, making it a central hub for open-source software sharing and distribution among developers.
Private Packages
npm Pro users can create and maintain private packages that are not visible to the public, allowing for secure and private software development.
find-voyage
A package labeled as 'A better way to search!!' available on npm, with the latest version 3.0.1 published 2 days ago.
Package Manager for Node.js
npm is the package manager for Node.js, created to help developers easily share packaged modules of code.
npm Registry
A public collection of packages of open-source code for Node.js, front-end web apps, and other needs of the JavaScript community.
Command Line Client
npm provides a command line client that allows developers to install and publish packages.
npm Registry
Comprehensive documentation for working with the npm registry, enabling users to efficiently manage packages and dependencies within the JavaScript ecosystem.
CLI Documentation
Detailed guides on using the npm Command Line Interface (CLI) tools for installing, updating, and managing npm packages in various development environments.
Integrations
Information on how to integrate npm with other tools and services, enhancing workflow productivity by connecting with a broader ecosystem of development tools.
Organizational Management
Instructions on setting up and managing organizations within npm to streamline collaboration among team members and manage permissions effectively.
Security Policies
Guidelines and best practices for maintaining security when using npm packages, along with information on threat mitigation to ensure robust application security.
Package Management
Adapt packages of code for your apps or incorporate them as they are. Share code with any npm user, anywhere, and restrict code to specific developers.
Organization Creation
Create organizations to coordinate package maintenance, coding, and developers. Form virtual teams by using organizations.
Versioning
Manage multiple versions of code and code dependencies. Update applications easily when underlying code is updated.
Tool Discovery
Discover multiple ways to solve the same puzzle and find other developers who are working on similar problems and projects.
Public and Private Packages
Share packages publicly for free or privately for a fee. Use npm organizations to invite others to work with you privately.