RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis, semantic search, and actionable insights. RAPTOR reducing manual tagging by 85% and making content discovery 10x faster.

社交媒体内容洞察引擎。in 小红书/抖音采集数据 → out 趋势检测 + 爆款归因 + 模式识别 + 选题建议

AI 自媒体内容工作流与管理台 / Agent-neutral AI self-media workflow and management console

Multi-source content intelligence platform. AI-powered authenticity scoring, vector embeddings, semantic search across PostgreSQL/Pinecone/ChromaDB/Weaviate backends.

Advanced LinkedIn content intelligence platform: scraping, NLP analysis, ML engagement prediction, and next-post recommendations (FastAPI + Streamlit + Postgres/pgvector).

Extract transcripts and metadata from Instagram reels — open-source reel-to-text pipeline with Obsidian knowledge base and AI integration

Artifact-to-RAG workflow for provenance-rich information objects, reviewed retrieval records, and cited answers.

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

Quainy Vouch is a source-grounded content intelligence product for turning approved company knowledge into human-reviewed public communication.

Before-publish content scoring API. Deterministic heuristics, <50ms, no AI in the scoring path. Self-hostable.

Self-hosted Telegram bot for competitor content trend reports across YouTube, TikTok, and Instagram.

TubeSage is an AI-driven content intelligence engine for YouTube creators that goes beyond basic analytics. It features NLP-based topic extraction, trend velocity tracking, competitor gap analysis, and a "What-If" strategy simulator. Built with FastAPI, React, and PostgreSQL, it helps creators forecast growth and optimize their content strategy.

facebook data scraper fast extractor

Fixture-only content discovery, transcript ranking, and approval-gated remix planning reference pipeline.

quora data extraction tool

TRIBE v2 — neural content intelligence: scoring short-form video by predicted brain response (fMRI-trained), with a pre-registered validation protocol + FastAPI/Next.js/RunPod product surface.

Python workflow example for retrieving structured Google News SERP data for news research and brand tracking.