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semantify
Semantify is a powerful CLI tool designed to enhance long-form content by leveraging Generative AI.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Engaging readers with long-form content can be a challenge. Readers often seek quick insights and interactive elements that make their reading experience more enriching and engaging. With LLMs (Large Language Models), we can programmatically transform how we create and interact with content. Enter Semantify, a powerful CLI tool designed to elevate the content experience by leveraging the capabilities of Generative AI.
Utilizing sqlite-vss to store and query vector embeddings managed by a local SQLite database, Semantify conducts fast, precise vector searches within these embeddings to find and recommend relevant content, ensuring readers are presented with articles that truly match their interests.
The Semantify repository provides an example Astro.js project. Ensure you have poetry installed, then build the project from the root of the repository:
Semantify was made for content creators, marketers, and anyone looking to enhance their long-form written content. Currently only supporting MDX-based content, It automates the enrichment of MDX blog posts by adding AI-generated Q&A sections that summarize the content, and recommendations for semantically similar posts. This not only makes the content more accessible and engaging but also helps in establishing deeper connections between different posts, ultimately keeping the reader engaged for longer periods.