Explore/framework/SurveyAgent-HKA: A multi-agent framework for scientific survey generation with LLMs and human knowledge augmentation
S

Tong Bao, Mir Tafseer Nayeem, Yi Zhao, Davood Rafiei, Chengzhi Zhang/SurveyAgent-HKA: A multi-agent framework for scientific survey generation with LLMs and human knowledge augmentationUnknown

SurveyAgent-HKA is a research paper presenting a multi‑agent framework that automates scientific survey generation by coordinating LLM‑powered agents for retrieval, outline construction, drafting, and revision, using both literature and peer‑review feedback.

framework
GitHubCompare
Refreshed 6h ago
OverviewActivity52wAlternativesDocs
Stars0
Forks0
HF Downloads30d
Last commit
Refreshed6h ago
Project healthUnknownNo activity data.
Production readinessResearch / EarlyBest for exploration and prototyping.
Risk notesUnknown licenseVerify license before production use.
AgentHub Score
55 / 100
Composite score from 6 signals. How we score →
Active project
55Score
Growth
40C
Activity
30C
Documentation
70C+
Maturity
45C
Community
42C
Production
58C
GitHub stars · 0 days observed0 not enough history
snapshots
not enough history
Repository activity · 0 days observednot enough history from pushed_at
inactivepushed
not enough history
not enough history
Practical assessment
Should you use it?

✓ Best for

  • Multi-agent orchestration
  • Production agentic workflows
  • Stateful long-running tasks

◎ Strengths

  • Stable API
  • Active release cadence
  • Strong GitHub community

✕ Not ideal for

  • Simple single-step automation
  • Teams without Python/ML expertise

⚠ Watch-outs

  • Breaking changes between minor versions
  • Ecosystem lock-in if tightly coupled
Technical details
What's inside
Language
License
Sourcearxiv
Open source✗ No
Commercial use
Docs
Demo

AgentHub Score

55
Score 55/100
Below average

Alternatives

C
CHAL: Council of Hierarchical Agentic Language
0 · framework
55
S
Structuring agentic AI for HPC code modernization
0 · framework
55
A
Agentic Language-to-Objective Synthesis for Optofluidic Assembly
0 · framework
55
M
MindZero: Learning Online Mental Reasoning With Zero Annotations
0 · framework
55
Compare all →

Recent activity

Latest commit —
Indexed by AgentHub crawler6h ago
Monitor for new releasesongoing