File size: 1,448 Bytes
b5ceda8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 | # Web Research + GitHub + Website Coding Dataset
Version: 1.1.0
Total examples: 5,000,000
## Splits
- train: 4,750,000
- validation: 125,000
- test: 125,000
## Core capabilities
- Web search
- Web research
- Evidence extraction
- Fact verification
- Multi-hop research
- Multi-layer technical analysis
- Architecture analysis
- Root-cause analysis
- Security analysis
- Performance analysis
- UX analysis
- Design analysis
- Refactoring
- Code review
- Debugging
- Website coding
- Design systems
- Developer experience
- Developer onboarding
- API developer experience
- Documentation experience
## Source diversity
- Hugging Face: 20%
- GitLab: 10%
- Codeberg: 5%
- Stack Exchange: 15%
- MDN: 15%
- PyPI: 10%
- npm: 10%
- Official web documentation: 10%
- GitHub: 5%
## Multi-layer reasoning structure
Each deep analysis can cover:
1. Problem
2. Context
3. Evidence
4. Architecture
5. Implementation
6. Quality
7. Security
8. Performance
9. UX
10. Design
11. Developer Experience
12. Validation
13. Trade-offs
14. Final synthesis
## Rate limits
GitHub is intentionally limited to a small anchor pool.
The 5,000,000 examples are generated locally from the collected
source anchors and therefore do not require 5,000,000 API requests.
## Data note
The dataset consists primarily of generated examples grounded
in public technical source metadata and URLs. It is not intended
to be a bulk reproduction of third-party website contents. |