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 a deprecated cloud-based tool for document parsing and processing, transitioning users to newer Python and TypeScript packages.
Markdown twin · agentic-rag-for-dummies alternatives · llama_cloud_services alternatives
GraphCanon updated Sep 20, 2026
11views this month
vs
Trust & integrity
| Signal | agentic-rag-for-dummies | llama_cloud_services |
|---|---|---|
| Maintenance | Active (20d since push) As of Sep 20, 2026 · github_public_v1 | Slowing (122d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 15, 2026 · osv@v1 | No published findings from this source as of 2026-09-18 As of Sep 18, 2026 · 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
- 4.2k
- llama_cloud_services
- 4.3k
Forks
- agentic-rag-for-dummies
- 552
- llama_cloud_services
- 465
Open issues
- agentic-rag-for-dummies
- 0
- llama_cloud_services
- 365
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 a deprecated cloud-based tool for document parsing and processing, transitioning users to newer Python and TypeScript packages.
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
- MIT License
Last pushed
- agentic-rag-for-dummies
- Aug 30, 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
- Slowing (36%)
Days since push
- agentic-rag-for-dummies
- 20d
- llama_cloud_services
- 122d
Open issues (now)
- agentic-rag-for-dummies
- 0
- llama_cloud_services
- 365
Stars delta
- agentic-rag-for-dummies
- +295 (30d)
- llama_cloud_services
- +9 (30d)
Open issues delta
- agentic-rag-for-dummies
- 0 (30d)
- llama_cloud_services
- -1 (30d)
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 2026-09-18
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: The repository is open-source under the MIT License, but pricing details for the cloud services are not provided..
- Requirements: The repository is deprecated and users are advised to migrate to the new Python or TypeScript packages..
- Tags unique to llama_cloud_services: document, document-parser, document-parsing, docx-to-markdown.
- Use Llama Cloud Services if you are currently invested in its ecosystem and need to maintain existing projects until May 1, 2026.
When NOT to use llama_cloud_services
- Avoid Llama Cloud Services for new projects as it is deprecated and will not receive updates after May 1, 2026.
- Do not use it if you need the latest performance improvements and active support, as these are only available in the newer Python and TypeScript packages.
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 Sep 20, 2026
- GitHub forks (GiovanniPasq/agentic-rag-for-dummies) · observed Sep 20, 2026
- Last push (GiovanniPasq/agentic-rag-for-dummies) · observed Aug 30, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (run-llama/llama_cloud_services) · observed Sep 20, 2026
- GitHub forks (run-llama/llama_cloud_services) · observed Sep 20, 2026
- Last push (run-llama/llama_cloud_services) · observed May 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: agentic-rag-for-dummies 4.2k · llama_cloud_services 4.3k (synced Sep 20, 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: The repository is open-source under the MIT License, but pricing details for the cloud services are not provided.; Requirements: The repository is deprecated and users are advised to migrate to the new Python or TypeScript packages.; Tags unique to llama_cloud_services: document, document-parser, document-parsing, docx-to-markdown; Use Llama Cloud Services if you are currently invested in its ecosystem and need to maintain existing projects until May 1, 2026.
- 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?
- Avoid Llama Cloud Services for new projects as it is deprecated and will not receive updates after May 1, 2026. Do not use it if you need the latest performance improvements and active support, as these are only available in the newer Python and TypeScript packages.
- Is agentic-rag-for-dummies or llama_cloud_services more popular on GitHub?
- llama_cloud_services has more GitHub stars (4,267 vs 4,188). 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: Slowing. 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.