Comparison
agentic-rag-for-dummies vs zoom-search
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 zoom-search if zoom-search is a Python-based tool for AI agents that supports query rewriting, evidence synthesis, and source citation, designed for deep research and web search tasks.
Markdown twin · agentic-rag-for-dummies alternatives · zoom-search alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | agentic-rag-for-dummies | zoom-search |
|---|---|---|
| Maintenance | Active (20d since push) As of Sep 20, 2026 · github_public_v1 | Steady (63d 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 · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 20, 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
- zoom-search
- MCP search and evidence tool for AI agents with query rewriting, source zoom-in, sourced answers, and runtime metrics
Stars
- agentic-rag-for-dummies
- 4.2k
- zoom-search
- 4
Forks
- agentic-rag-for-dummies
- 552
- zoom-search
- 0
Open issues
- agentic-rag-for-dummies
- 0
- zoom-search
- 0
Language
- agentic-rag-for-dummies
- Jupyter Notebook
- zoom-search
- Python
Adopt for
- agentic-rag-for-dummies
- Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models.
- zoom-search
- zoom-search is a Python-based tool for AI agents that supports query rewriting, evidence synthesis, and source citation, designed for deep research and web search tasks.
Persona
- agentic-rag-for-dummies
- -
- zoom-search
- -
Runtime
- agentic-rag-for-dummies
- -
- zoom-search
- -
License
- agentic-rag-for-dummies
- MIT
- zoom-search
- MIT License
Last pushed
- agentic-rag-for-dummies
- Aug 30, 2026
- zoom-search
- Jul 16, 2026
Categories
- agentic-rag-for-dummies
- AI Agents, Data & Retrieval
- zoom-search
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- agentic-rag-for-dummies
- Active (82%)
- zoom-search
- Steady (60%)
Days since push
- agentic-rag-for-dummies
- 20d
- zoom-search
- 63d
Stars delta
- agentic-rag-for-dummies
- +295 (30d)
- zoom-search
- Unknown
Open issues delta
- agentic-rag-for-dummies
- 0 (30d)
- zoom-search
- Unknown
OSV dependency advisories
- agentic-rag-for-dummies
- Published findings
- zoom-search
- No lockfile (source not queried)
Full report
- agentic-rag-for-dummies
- Trust report
- zoom-search
- Trust report
Shared compatibility
- Python · agentic-rag-for-dummies: Python runtime · zoom-search: Python runtime
Choose agentic-rag-for-dummies if…
- agentic-rag-for-dummies is primarily Jupyter Notebook; zoom-search is Python.
- 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 zoom-search if…
- zoom-search is primarily Python; agentic-rag-for-dummies is Jupyter Notebook.
- Pricing: Free and open-source under the MIT License..
- Requirements: Min 2 GB RAM; Install via pip: pip install zoom-search.
- Tags unique to zoom-search: agent-tools, ai-agents, ai-search, deep-research.
- zoom-search ships Docker support for self-hosted deployment.
- Use zoom-search when you need a tool that can rewrite queries to improve search relevance for AI agents.
When NOT to use zoom-search
- Do not use zoom-search if your project does not require query rewriting or evidence synthesis capabilities.
- Avoid zoom-search if your AI agent tasks do not benefit from detailed runtime metrics or if source citation is not a priority.
- If your application does not involve deep research or web search tasks, zoom-search may not be the appropriate tool.
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 (goofrey/zoom-search) · observed Sep 20, 2026
- GitHub forks (goofrey/zoom-search) · observed Sep 20, 2026
- Last push (goofrey/zoom-search) · observed Jul 16, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 20, 2026
GitHub stars on cards: agentic-rag-for-dummies 4.2k · zoom-search 4 (synced Sep 20, 2026).
Common questions
- What is the difference between agentic-rag-for-dummies and zoom-search?
- agentic-rag-for-dummies: A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents. zoom-search: MCP search and evidence tool for AI agents with query rewriting, source zoom-in, sourced answers, and runtime metrics. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentic-rag-for-dummies over zoom-search?
- Choose agentic-rag-for-dummies over zoom-search when agentic-rag-for-dummies is primarily Jupyter Notebook; zoom-search is Python; 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 zoom-search over agentic-rag-for-dummies?
- Choose zoom-search over agentic-rag-for-dummies when zoom-search is primarily Python; agentic-rag-for-dummies is Jupyter Notebook; Pricing: Free and open-source under the MIT License.; Requirements: Min 2 GB RAM; Install via pip: pip install zoom-search; Tags unique to zoom-search: agent-tools, ai-agents, ai-search, deep-research; zoom-search ships Docker support for self-hosted deployment; Use zoom-search when you need a tool that can rewrite queries to improve search relevance for AI agents.
- 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 zoom-search?
- Do not use zoom-search if your project does not require query rewriting or evidence synthesis capabilities. Avoid zoom-search if your AI agent tasks do not benefit from detailed runtime metrics or if source citation is not a priority. If your application does not involve deep research or web search tasks, zoom-search may not be the appropriate tool.
- Is agentic-rag-for-dummies or zoom-search more popular on GitHub?
- agentic-rag-for-dummies has more GitHub stars (4,188 vs 4). Stars measure visibility, not whether either tool fits your constraints.
- Are agentic-rag-for-dummies and zoom-search open source?
- Yes - both are open-source projects on GitHub (agentic-rag-for-dummies: MIT, zoom-search: MIT).
- Where can I find alternatives to agentic-rag-for-dummies or zoom-search?
- GraphCanon lists graph-backed alternatives at agentic-rag-for-dummies alternatives and zoom-search alternatives (agentic-rag-for-dummies markdown twin, zoom-search 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 zoom-search?
- agentic-rag-for-dummies: Active. zoom-search: 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 zoom-search?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentic-rag-for-dummies trust report; zoom-search trust report.