Librarium is a multi-provider CLI tool designed to fan out research queries to various search and AI APIs concurrently. By aggregating, normalizing, and deduplicating results, it transforms raw data into structured insights, making deep research more efficient and effective.
Librarium is a powerful command-line interface (CLI) designed for researchers and developers who require comprehensive information retrieval across various search and AI APIs simultaneously. By leveraging a fan-out query model, Librarium enables simultaneous querying of multiple sources, aggregating and normalizing results into structured output for easy consumption.
deep, quick, fast, and more, thus streamlining the querying process.To execute a research query across multiple providers, the following command can be used:
librarium run "PostgreSQL connection pooling best practices" --group deep
To check the status of asynchronous research tasks:
librarium status --wait
Each query generates a dedicated output directory that includes detailed reports, a summary, and a run manifest, ensuring that all results are systematic and well-organized.
By utilizing Librarium, users benefit from enhanced productivity in their research endeavors, gaining swift access to diverse information sources without the need for manual consolidation.
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