Comparison
just-chat vs ai-agents-for-beginners
Verdict
Pick just-chat if just-chat is a Python framework for setting up an LLM-based AI agent using Docker or Podman for quick chat interactions. It supports customization and provides detailed installation instructions; pick ai-agents-for-beginners if aimed at beginners, 'ai-agents-for-beginners' offers introductory lessons on building AI agents through practical modules in a multi-language environment. It's ideal for individuals new to AI Agents.
Markdown twin · just-chat alternatives · ai-agents-for-beginners alternatives
GraphCanon updated today
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Trust & integrity
| Signal | just-chat | ai-agents-for-beginners |
|---|---|---|
| Maintenance | Slowing (230d since push) As of 1d · github_public_v1 | Very active (1d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | No criticals As of today · osv@v1 |
Tagline
- just-chat
- Make your LLM agent and chat with it simple and fast!
- ai-agents-for-beginners
- 12 Lessons to Get Started Building AI Agents
Stars
- just-chat
- 74
- ai-agents-for-beginners
- 69k
Forks
- just-chat
- 13
- ai-agents-for-beginners
- 23k
Open issues
- just-chat
- 2
- ai-agents-for-beginners
- 19
Language
- just-chat
- Python
- ai-agents-for-beginners
- Jupyter Notebook
Adopt for
- just-chat
- just-chat is a Python framework for setting up an LLM-based AI agent using Docker or Podman for quick chat interactions. It supports customization and provides detailed installation instructions.
- ai-agents-for-beginners
- Aimed at beginners, 'ai-agents-for-beginners' offers introductory lessons on building AI agents through practical modules in a multi-language environment. It's ideal for individuals new to AI Agents and interested in agē
Persona
- just-chat
- -
- ai-agents-for-beginners
- -
Runtime
- just-chat
- -
- ai-agents-for-beginners
- -
License
- just-chat
- Apache-2.0
- ai-agents-for-beginners
- MIT
Last pushed
- just-chat
- Nov 22, 2025
- ai-agents-for-beginners
- Jul 9, 2026
Categories
- just-chat
- AI Agents, Developer Tools
- ai-agents-for-beginners
- AI Agents
Trust and health
Maintenance
- just-chat
- Slowing (36%)
- ai-agents-for-beginners
- Very active (96%)
Days since push
- just-chat
- 230d
- ai-agents-for-beginners
- 1d
Open issues (now)
- just-chat
- 2
- ai-agents-for-beginners
- 19
Security scan
- just-chat
- No lockfile
- ai-agents-for-beginners
- No criticals
Full report
- just-chat
- Trust report
- ai-agents-for-beginners
- Trust report
Choose just-chat if…
- just-chat is primarily Python; ai-agents-for-beginners is Jupyter Notebook.
- License: just-chat is Apache-2.0, ai-agents-for-beginners is MIT.
- Tags unique to just-chat: chatbot, docker composition, llm-agent, podman support.
- Also covers Developer Tools.
- just-chat ships Docker support for self-hosted deployment.
- When you need to quickly set up and interact with an LLM-based AI agent without extensive configuration.
When NOT to use just-chat
- If your workflow does not support Docker or Podman, as these are the only supported deployment environments.
- When you are using Ubuntu 22.04 with the default Podman version (v3), which requires manual installation since it is not fully compatible with just-chat's setup.
Choose ai-agents-for-beginners if…
- ai-agents-for-beginners is primarily Jupyter Notebook; just-chat is Python.
- License: ai-agents-for-beginners is MIT, just-chat is Apache-2.0.
- Requirements: The lessons are available in multiple languages for accessibility.; While some background knowledge of programming is helpful when starting this course, it is not mandatory to have prior experience..
- Tags unique to ai-agents-for-beginners: agentic-ai, agentic-framework, agentic-rag, ai-agents.
- - You are starting your journey into developing AI agents and want structured learning material that covers both foundational and more advanced concepts within AI agents like agentic-ai.
When NOT to use ai-agents-for-beginners
- - This tool might not be suitable if you are already familiar with building AI agents and are looking for an advanced course that goes beyond basics. The content here is geared towards beginners.
- - If your primary focus is on developing skills related exclusively to Generative AI (GenAI), the 'Generative AI For Beginners' course, which has a more extensive 21 lessons focused solely on GenAI, 2
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (longevity-genie/just-chat) · observed Jul 11, 2026
- GitHub forks (longevity-genie/just-chat) · observed Jul 11, 2026
- Last push (longevity-genie/just-chat) · observed Nov 22, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (microsoft/ai-agents-for-beginners) · observed Jul 11, 2026
- GitHub forks (microsoft/ai-agents-for-beginners) · observed Jul 11, 2026
- Last push (microsoft/ai-agents-for-beginners) · observed Jul 9, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: just-chat 74 · ai-agents-for-beginners 69k (synced Jul 11, 2026).
Common questions
- What is the difference between just-chat and ai-agents-for-beginners?
- just-chat: Make your LLM agent and chat with it simple and fast!. ai-agents-for-beginners: 12 Lessons to Get Started Building AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose just-chat over ai-agents-for-beginners?
- Choose just-chat over ai-agents-for-beginners when just-chat is primarily Python; ai-agents-for-beginners is Jupyter Notebook; License: just-chat is Apache-2.0, ai-agents-for-beginners is MIT; Tags unique to just-chat: chatbot, docker composition, llm-agent, podman support; Also covers Developer Tools; just-chat ships Docker support for self-hosted deployment; When you need to quickly set up and interact with an LLM-based AI agent without extensive configuration.
- When should I choose ai-agents-for-beginners over just-chat?
- Choose ai-agents-for-beginners over just-chat when ai-agents-for-beginners is primarily Jupyter Notebook; just-chat is Python; License: ai-agents-for-beginners is MIT, just-chat is Apache-2.0; Requirements: The lessons are available in multiple languages for accessibility.; While some background knowledge of programming is helpful when starting this course, it is not mandatory to have prior experience.; Tags unique to ai-agents-for-beginners: agentic-ai, agentic-framework, agentic-rag, ai-agents; - You are starting your journey into developing AI agents and want structured learning material that covers both foundational and more advanced concepts within AI agents like agentic-ai.
- When should I avoid just-chat?
- If your workflow does not support Docker or Podman, as these are the only supported deployment environments. When you are using Ubuntu 22.04 with the default Podman version (v3), which requires manual installation since it is not fully compatible with just-chat's setup.
- When should I avoid ai-agents-for-beginners?
- - This tool might not be suitable if you are already familiar with building AI agents and are looking for an advanced course that goes beyond basics. The content here is geared towards beginners. - If your primary focus is on developing skills related exclusively to Generative AI (GenAI), the 'Generative AI For Beginners' course, which has a more extensive 21 lessons focused solely on GenAI, 2
- Is just-chat or ai-agents-for-beginners more popular on GitHub?
- ai-agents-for-beginners has more GitHub stars (68,988 vs 74). Stars measure visibility, not whether either tool fits your constraints.
- Are just-chat and ai-agents-for-beginners open source?
- Yes - both are open-source projects on GitHub (just-chat: Apache-2.0, ai-agents-for-beginners: MIT).
- Where can I find alternatives to just-chat or ai-agents-for-beginners?
- GraphCanon lists graph-backed alternatives at just-chat alternatives and ai-agents-for-beginners alternatives (just-chat markdown twin, ai-agents-for-beginners 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, just-chat or ai-agents-for-beginners?
- just-chat: Slowing. ai-agents-for-beginners: Very 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 just-chat and ai-agents-for-beginners?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: just-chat trust report; ai-agents-for-beginners trust report.