Comparison
hello-agents vs chatwiki
Verdict
Pick hello-agents when hello-agents is primarily Python; chatwiki is Vue; pick chatwiki when chatwiki is primarily Vue; hello-agents is Python.
Markdown twin · hello-agents alternatives · chatwiki alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | hello-agents | chatwiki |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4d · github_public_v1 | Active (12d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | Published findings As of today · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- hello-agents
- Course on building intelligent agents from scratch
- chatwiki
- ChatWiki 微信公众号的AI知识库工作流Agent平台，RAG大模型AI客服机器人，致力于成为垂直领域的coze、n8n。
Stars
- hello-agents
- 65k
- chatwiki
- 2.0k
Forks
- hello-agents
- 8.1k
- chatwiki
- 314
Open issues
- hello-agents
- 144
- chatwiki
- 4
Language
- hello-agents
- Python
- chatwiki
- Vue
Adopt for
- hello-agents
- hello-agents is a comprehensive guide and hands-on tutorial for developing AI agents using LLMs (Large Language Models) and RAG methods.
- chatwiki
- -
Persona
- hello-agents
- -
- chatwiki
- -
Runtime
- hello-agents
- -
- chatwiki
- -
License
- hello-agents
- hello-agents is covered under an unconventional license which may require further review before usage.
- chatwiki
- Other
Last pushed
- hello-agents
- Jul 10, 2026
- chatwiki
- Jul 3, 2026
Categories
- hello-agents
- AI Agents, LLM Frameworks
- chatwiki
- AI Agents, LLM Frameworks, Vector Databases
Trust and health
Maintenance
- hello-agents
- Very active (96%)
- chatwiki
- Active (82%)
Days since push
- hello-agents
- 0d
- chatwiki
- 12d
Open issues (now)
- hello-agents
- 144
- chatwiki
- 4
OSV dependency advisories
- hello-agents
- No lockfile (source not queried)
- chatwiki
- Published findings
Full report
- hello-agents
- Trust report
- chatwiki
- Trust report
Choose hello-agents if…
- hello-agents is primarily Python; chatwiki is Vue.
- Requirements: Min 4 GB RAM; Python knowledge assumed.
- Tags unique to hello-agents: tutorial.
- You should use hello-agents if you are interested in practical, step-by-step instructions on building intelligent agents from the ground up.
When NOT to use hello-agents
- Avoid using hello-agents if you are looking for a quick, superficial introduction to AI agents; this tool focuses heavily on in-depth learning and practical application.
- Do not opt for hello-agents if you want a more general AI development resource; unlike some competitors, it has a narrower focus specifically on agent creation with advanced methods like LLMs and RAG.
Choose chatwiki if…
- chatwiki is primarily Vue; hello-agents is Python.
- Tags unique to chatwiki: ai, aytomation, vue, workflow.
- Also covers Vector Databases.
When NOT to use chatwiki
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (datawhalechina/hello-agents) · observed Jul 11, 2026
- GitHub forks (datawhalechina/hello-agents) · observed Jul 11, 2026
- Last push (datawhalechina/hello-agents) · observed Jul 10, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zhimaAi/chatwiki) · observed Jul 15, 2026
- GitHub forks (zhimaAi/chatwiki) · observed Jul 15, 2026
- Last push (zhimaAi/chatwiki) · observed Jul 3, 2026
- License file (Other) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: hello-agents 65k · chatwiki 2.0k (synced Jul 11, 2026).
Common questions
- What is the difference between hello-agents and chatwiki?
- hello-agents: Course on building intelligent agents from scratch. chatwiki: ChatWiki 微信公众号的AI知识库工作流Agent平台，RAG大模型AI客服机器人，致力于成为垂直领域的coze、n8n。. See the comparison table for live GitHub stats and shared categories.
- When should I choose hello-agents over chatwiki?
- Choose hello-agents over chatwiki when hello-agents is primarily Python; chatwiki is Vue; Requirements: Min 4 GB RAM; Python knowledge assumed; Tags unique to hello-agents: tutorial; You should use hello-agents if you are interested in practical, step-by-step instructions on building intelligent agents from the ground up.
- When should I choose chatwiki over hello-agents?
- Choose chatwiki over hello-agents when chatwiki is primarily Vue; hello-agents is Python; Tags unique to chatwiki: ai, aytomation, vue, workflow; Also covers Vector Databases.
- When should I avoid hello-agents?
- Avoid using hello-agents if you are looking for a quick, superficial introduction to AI agents; this tool focuses heavily on in-depth learning and practical application. Do not opt for hello-agents if you want a more general AI development resource; unlike some competitors, it has a narrower focus specifically on agent creation with advanced methods like LLMs and RAG.
- When should I avoid chatwiki?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is hello-agents or chatwiki more popular on GitHub?
- hello-agents has more GitHub stars (65,432 vs 2,005). Stars measure visibility, not whether either tool fits your constraints.
- Are hello-agents and chatwiki open source?
- Yes - both are open-source projects on GitHub (hello-agents: Other, chatwiki: Other).
- Where can I find alternatives to hello-agents or chatwiki?
- GraphCanon lists graph-backed alternatives at hello-agents alternatives and chatwiki alternatives (hello-agents markdown twin, chatwiki markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, hello-agents or chatwiki?
- hello-agents: Very active. chatwiki: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for hello-agents and chatwiki?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: hello-agents trust report; chatwiki trust report.