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qx-labs/agents-deep-research

A multi-agent research system that iteratively searches, synthesizes, and refines information to produce comprehensive reports.

782 stars Python AgentsLLMOps · Eval
agents-deep-research
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This package provides two research modes: an IterativeResearcher for shorter reports using continuous refinement loops, and a DeepResearcher for thorough structured research. It uses a multi-agent architecture where specialized agents collaborate to investigate topics from multiple angles. The system is compatible with OpenAI, Anthropic, Gemini, DeepSeek, and local models like Ollama, and includes optional tracing for LLM and tool call observability.

Frequently asked

What is qx-labs/agents-deep-research?
A multi-agent research system that iteratively searches, synthesizes, and refines information to produce comprehensive reports.
Is agents-deep-research open source?
Yes — qx-labs/agents-deep-research is open source, released under the Apache-2.0 license.
What language is agents-deep-research written in?
qx-labs/agents-deep-research is primarily written in Python.
How popular is agents-deep-research?
qx-labs/agents-deep-research has 782 stars on GitHub.
Where can I find agents-deep-research?
qx-labs/agents-deep-research is on GitHub at https://github.com/qx-labs/agents-deep-research.

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