# openaispace/ai-trend-publish

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2,781 stars · 391 forks · TypeScript · mit

## Links

- GitHub: https://github.com/OpenAISpace/ai-trend-publish
- Homepage: https://openaispace.github.io/ai-trend-publish/
- awesome-repositories: https://awesome-repositories.com/repository/openaispace-ai-trend-publish.md

## Topics

`ai` `weixin`

## Description

This project is an automated content automation pipeline and AI article generator. It uses large language models to research topics from diverse web sources and academic repositories to generate evidence-based text and accompanying AI imagery for digital publishing.

The system features a centralized social media management dashboard used to coordinate posting schedules, tone, and account positioning across multiple platforms. It employs a vector-based deduplicator to identify and remove redundant stories from the pipeline and uses topic clustering to rank content based on relevance.

The workflow covers multi-source content aggregation and template-based HTML rendering to ensure visual consistency. Final assets are delivered through an automated publishing workflow that uploads drafts to account backends via secure proxies.

Operational tracking is provided through workflow execution monitoring and status notifications sent via third-party messaging channels.

## Tags

### Artificial Intelligence & ML

- [AI Research Tools](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-research-tools.md) — Combines automated web scraping with large language models to synthesize evidence and generate structured articles.
- [AI-Driven Trend Discovery](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-driven-trend-discovery.md) — Collects and clusters information from diverse web sources and academic repositories to identify and rank trending topics.
- [AI Image Generators](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-image-generators.md) — Creates cover images and in-body illustrations using image generation models to accompany written content. ([source](https://cdn.jsdelivr.net/gh/openaispace/ai-trend-publish@main/README.md))
- [Topic Cluster Management](https://awesome-repositories.com/f/artificial-intelligence-ml/label-assignment-strategies/outlier-labeling/topic-cluster-management.md) — Groups similar content and ranks potential topics based on relevance and preferences to ensure high quality selection. ([source](https://cdn.jsdelivr.net/gh/openaispace/ai-trend-publish@main/README.md))
- [Semantic Deduplication](https://awesome-repositories.com/f/artificial-intelligence-ml/vector-embeddings/semantic-deduplication.md) — Identifies redundant content by comparing mathematical representations of text to remove duplicate stories.

### Content Management & Publishing

- [AI Article Generators](https://awesome-repositories.com/f/content-management-publishing/ai-article-generators.md) — Implements an automated system that researches topics and generates evidence-based text and AI imagery for digital publishing.
- [AI Content Automation Pipelines](https://awesome-repositories.com/f/content-management-publishing/ai-content-automation-pipelines.md) — Ships an end-to-end pipeline integrating LLMs for content generation and automated distribution to social media.
- [AI Content Pipelines](https://awesome-repositories.com/f/content-management-publishing/ai-content-pipelines.md) — Manages the entire process from initial data scraping and AI writing to image generation and final publication.
- [AI-Driven Article Generators](https://awesome-repositories.com/f/content-management-publishing/ai-driven-article-generators.md) — Scrapes data from multiple sources and uses artificial intelligence to research evidence and generate formatted social media articles. ([source](https://cdn.jsdelivr.net/gh/openaispace/ai-trend-publish@main/README.md))
- [Publishing Automations](https://awesome-repositories.com/f/content-management-publishing/blog-newsletter-publishing/blogging-platforms/markdown-first-publishing/publishing-automations.md) — Implements automated workflows that transform scraped data into formatted HTML drafts and upload them via secure proxies. ([source](https://cdn.jsdelivr.net/gh/openaispace/ai-trend-publish@main/README.md))
- [Multi-Format Content Publishing](https://awesome-repositories.com/f/content-management-publishing/multi-format-content-publishing.md) — Converts generated text into formatted HTML and uploads assets to various backends through automated pipelines.

### Part of an Awesome List

- [Automated Content Generators](https://awesome-repositories.com/f/awesome-lists/productivity/blog-management/automated-content-generators.md) — Uses artificial intelligence to research topics and write formatted articles based on data scraped from across the web.

### Business & Productivity Software

- [Social Media Management Platforms](https://awesome-repositories.com/f/business-productivity-software/social-media-management-platforms.md) — Provides a centralized dashboard for scheduling, publishing, and coordinating the tone of content across multiple social networks.

### Data & Databases

- [Multi-Source Content Aggregation](https://awesome-repositories.com/f/data-databases/multi-source-content-aggregation.md) — Collects information from web pages, feeds, social media, and academic repositories into a unified structure. ([source](https://cdn.jsdelivr.net/gh/openaispace/ai-trend-publish@main/README.md))
- [Semantic Content Deduplication](https://awesome-repositories.com/f/data-databases/content-based-deduplication/semantic-content-deduplication.md) — Identifies and deletes duplicate stories using vector embeddings to prevent the same topic from appearing multiple times. ([source](https://cdn.jsdelivr.net/gh/openaispace/ai-trend-publish@main/README.md))
- [Cross-Platform HTML Normalizers](https://awesome-repositories.com/f/data-databases/text-to-json-converters/html-to-text-json-converters/styled-text-to-html-converters/cross-platform-html-normalizers.md) — Converts text into formatted articles using specialized templates and cleaning processes to ensure visual consistency across platforms. ([source](https://cdn.jsdelivr.net/gh/openaispace/ai-trend-publish@main/README.md))

### Networking & Communication

- [Social Account Management](https://awesome-repositories.com/f/networking-communication/social-account-management.md) — Coordinates publishing schedules and tone settings for multiple social media accounts from an administrative dashboard.
- [Multi-Account Orchestration Dashboards](https://awesome-repositories.com/f/networking-communication/social-account-management/multi-account-orchestration-dashboards.md) — Provides a centralized dashboard to coordinate posting schedules, tone, and positioning across multiple social media accounts. ([source](https://cdn.jsdelivr.net/gh/openaispace/ai-trend-publish@main/README.md))
- [Secure Publishing Proxies](https://awesome-repositories.com/f/networking-communication/backend-proxies/secure-publishing-proxies.md) — Uploads final assets and creates drafts in third-party account backends through a secure intermediary layer.

### Software Engineering & Architecture

- [Embedding-Based Deduplication](https://awesome-repositories.com/f/software-engineering-architecture/web-content-deduplication/embedding-based-deduplication.md) — Uses vector embeddings to identify and remove redundant stories from the content aggregation pipeline.

### User Interface & Experience

- [HTML Template Renderers](https://awesome-repositories.com/f/user-interface-experience/layout-utilities/presentation-engines/template-engines/server-side-rendering-engines/html-template-renderers.md) — Converts raw AI-generated text into formatted articles using specialized HTML templates and cleaning processes.