Comparison
agentic-rag-for-dummies vs llama_cloud_services
Verdict
Pick agentic-rag-for-dummies if agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models; pick llama_cloud_services if llama Cloud Services is poised for users needing a cloud-based knowledge agent solution that excels in document parsing capabilities. However, given its deprecation status, considering the migration to updated versions,如.
Markdown twin · agentic-rag-for-dummies alternatives · llama_cloud_services alternatives
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Trust & integrity
| Signal | agentic-rag-for-dummies | llama_cloud_services |
|---|---|---|
| Maintenance | Active (19d since push) As of 1w · github_public_v1 | Steady (74d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No published findings from this source as of 2026-07-11 As of 1mo · 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
- agentic-rag-for-dummies
- A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents
- llama_cloud_services
- Knowledge Agents and Management in the Cloud
Stars
- agentic-rag-for-dummies
- 3.9k
- llama_cloud_services
- 4.3k
Forks
- agentic-rag-for-dummies
- 499
- llama_cloud_services
- 467
Open issues
- agentic-rag-for-dummies
- 0
- llama_cloud_services
- 366
Language
- agentic-rag-for-dummies
- Jupyter Notebook
- llama_cloud_services
- TypeScript
Adopt for
- agentic-rag-for-dummies
- Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models.
- llama_cloud_services
- Llama Cloud Services is poised for users needing a cloud-based knowledge agent solution that excels in document parsing capabilities. However, given its deprecation status, considering the migration to updated versions,如
Persona
- agentic-rag-for-dummies
- -
- llama_cloud_services
- -
Runtime
- agentic-rag-for-dummies
- -
- llama_cloud_services
- -
License
- agentic-rag-for-dummies
- MIT
- llama_cloud_services
- Llama Cloud Services采用MIT许可证，这意味着它开源且允许自由使用、修改和分发。
Last pushed
- agentic-rag-for-dummies
- Jul 25, 2026
- llama_cloud_services
- May 18, 2026
Categories
- agentic-rag-for-dummies
- AI Agents, Data & Retrieval
- llama_cloud_services
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- agentic-rag-for-dummies
- Active (82%)
- llama_cloud_services
- Steady (60%)
Days since push
- agentic-rag-for-dummies
- 19d
- llama_cloud_services
- 74d
Open issues (now)
- agentic-rag-for-dummies
- 0
- llama_cloud_services
- 366
Owner type
- agentic-rag-for-dummies
- User
- llama_cloud_services
- Organization
OSV dependency advisories
- agentic-rag-for-dummies
- Published findings
- llama_cloud_services
- No published findings from this source as of 2026-07-11
Full report
- agentic-rag-for-dummies
- Trust report
- llama_cloud_services
- Trust report
Shared compatibility
- Python · agentic-rag-for-dummies: Python runtime · llama_cloud_services: Python runtime
Choose agentic-rag-for-dummies if…
- agentic-rag-for-dummies is primarily Jupyter Notebook; llama_cloud_services is TypeScript.
- Tags unique to agentic-rag-for-dummies: agent, agentic-ai, bm25, gradio.
- When aiming to quickly develop a retrieval-augmented generation agent, thanks to its streamlined setup with LangGraph.
When NOT to use agentic-rag-for-dummies
- If smaller language model sizes are required as they might ignore retrieval instructions or hallucinate details.
- Projects sensitive about Docker and system requirements must carefully review the outlined conditions for deployment.
Choose llama_cloud_services if…
- llama_cloud_services is primarily TypeScript; agentic-rag-for-dummies is Jupyter Notebook.
- Pricing: 未提供具体定价信息。建议直接与供应商或访问相关网站获取详细信息。.
- Requirements: - 迁移到新包需要安装Python（1.0及以上版本）或Node.js npm环境。; - 使用特定的语言和工具链，如TypeScript或Python.
- Tags unique to llama_cloud_services: document-parser, pdf, structured-data.
- - 需要云基知识代理解决方案，特别是文档解析能力的情况下
When NOT to use llama_cloud_services
- - ，`llama-cloud-py``@llamaindex/llama-cloud`
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GiovanniPasq/agentic-rag-for-dummies) · observed Aug 14, 2026
- GitHub forks (GiovanniPasq/agentic-rag-for-dummies) · observed Aug 14, 2026
- Last push (GiovanniPasq/agentic-rag-for-dummies) · observed Jul 25, 2026
- License file (MIT) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (run-llama/llama_cloud_services) · observed Aug 1, 2026
- GitHub forks (run-llama/llama_cloud_services) · observed Aug 1, 2026
- Last push (run-llama/llama_cloud_services) · observed May 18, 2026
- License file (MIT) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agentic-rag-for-dummies 3.9k · llama_cloud_services 4.3k (synced Aug 14, 2026).
Common questions
- What is the difference between agentic-rag-for-dummies and llama_cloud_services?
- agentic-rag-for-dummies: A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents. llama_cloud_services: Knowledge Agents and Management in the Cloud. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentic-rag-for-dummies over llama_cloud_services?
- Choose agentic-rag-for-dummies over llama_cloud_services when agentic-rag-for-dummies is primarily Jupyter Notebook; llama_cloud_services is TypeScript; Tags unique to agentic-rag-for-dummies: agent, agentic-ai, bm25, gradio; When aiming to quickly develop a retrieval-augmented generation agent, thanks to its streamlined setup with LangGraph.
- When should I choose llama_cloud_services over agentic-rag-for-dummies?
- Choose llama_cloud_services over agentic-rag-for-dummies when llama_cloud_services is primarily TypeScript; agentic-rag-for-dummies is Jupyter Notebook; Pricing: 未提供具体定价信息。建议直接与供应商或访问相关网站获取详细信息。; Requirements: - 迁移到新包需要安装Python（1.0及以上版本）或Node.js npm环境。; - 使用特定的语言和工具链，如TypeScript或Python; Tags unique to llama_cloud_services: document-parser, pdf, structured-data; - 需要云基知识代理解决方案，特别是文档解析能力的情况下.
- When should I avoid agentic-rag-for-dummies?
- If smaller language model sizes are required as they might ignore retrieval instructions or hallucinate details. Projects sensitive about Docker and system requirements must carefully review the outlined conditions for deployment.
- When should I avoid llama_cloud_services?
- - ，
llama-cloud-py@llamaindex/llama-cloud - Is agentic-rag-for-dummies or llama_cloud_services more popular on GitHub?
- llama_cloud_services has more GitHub stars (4,258 vs 3,893). Stars measure visibility, not whether either tool fits your constraints.
- Are agentic-rag-for-dummies and llama_cloud_services open source?
- Yes - both are open-source projects on GitHub (agentic-rag-for-dummies: MIT, llama_cloud_services: MIT).
- Where can I find alternatives to agentic-rag-for-dummies or llama_cloud_services?
- GraphCanon lists graph-backed alternatives at agentic-rag-for-dummies alternatives and llama_cloud_services alternatives (agentic-rag-for-dummies markdown twin, llama_cloud_services 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, agentic-rag-for-dummies or llama_cloud_services?
- agentic-rag-for-dummies: Active. llama_cloud_services: Steady. 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 agentic-rag-for-dummies and llama_cloud_services?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentic-rag-for-dummies trust report; llama_cloud_services trust report.