How to Enhance Content with Semantify

This page summarizes the projects mentioned and recommended in the original post on

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  • semantify

    Semantify is a powerful CLI tool designed to enhance long-form content by leveraging Generative AI.

  • 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.

  • sqlite-vss

    A SQLite extension for efficient vector search, based on Faiss!

  • 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.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • Poetry

    Python packaging and dependency management made easy

  • The Semantify repository provides an example Astro.js project. Ensure you have poetry installed, then build the project from the root of the repository:

  • mdx

    Markdown for the component era

  • 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.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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