BerriAI / litellm
github.com·3d ago
Developer Tools
GitHub Trending·Sep 11·5 min read
jordan-gibbs / hyperresearch
TL;DR
Hyperresearch transforms Claude Code into a deep research agent that leads the DeepResearch-Bench RACE leaderboard, producing adversarially-audited reports with verified sources. Its tier-adaptive pipeline enhances each session's intelligence by storing and indexing all sources read.
✦ Why It Matters
Evaluate your current research tools against Hyperresearch's capabilities to improve source verification.
Key Takeaways
- Utilize Hyperresearch for comprehensive research reports.
- Ensure citation accuracy with adversarial review processes.
- Access paywalled papers legally for full-text citations.
- Leverage the persistent source vault for smarter sessions.
How It Works
Hyperresearch operates through a 16-step pipeline that processes research queries into detailed reports. It begins by decomposing the query into atomic items and then conducts a multi-perspective search.
Each source is verified for accuracy, and adversarial critics evaluate drafts to ensure quality. The system also maintains a searchable vault of all sources, allowing for efficient reuse in future research.