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Brief

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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. AIchain Tools: Search, Conversion, Embeddings

    The yait_aichain library offers a flexible framework for building AI pipelines, emphasizing a "thin core, pluggable everything" architecture. It provides tools for integrating live data through various search providers like Perplexity, Brave Search, and SerpApi via a Model Context Protocol (MCP) server. Additionally, the library includes a universal Markdown conversion tool, MarkItDownTool, which simplifies data preparation by converting multiple document formats (PDF, DOCX, URLs, etc.) into a format readily usable by LLMs. AI

    IMPACT Simplifies LLM integration by providing standardized tools for data access and preparation.