--- title: "novice-ChatGPT vs just-chat" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/aiplaybookin-novice-chatgpt-vs-longevity-genie-just-chat" tools: ["aiplaybookin-novice-chatgpt", "longevity-genie-just-chat"] --- # novice-ChatGPT vs just-chat *GraphCanon updated Aug 9, 2026* ## Verdict Pick novice-ChatGPT if novice-ChatGPT leverages LangChain, LlamaIndex, Guardrails, AutoGPT for conversions of unstructured PDFs into structured DataFrames and automatic newsletter generation; 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. [novice-ChatGPT](https://github.com/aiplaybookin/novice-ChatGPT) reports 126 GitHub stars, 17 forks, and 0 open issues, last pushed Aug 16, 2024. [just-chat](https://github.com/longevity-genie/just-chat) has 74 stars, 13 forks, and 2 open issues, last pushed Nov 22, 2025. Figures are from public GitHub metadata via [novice-ChatGPT's repository](https://github.com/aiplaybookin/novice-ChatGPT) and [just-chat's repository](https://github.com/longevity-genie/just-chat). | | [novice-ChatGPT](/tools/aiplaybookin-novice-chatgpt.md) | [just-chat](/tools/longevity-genie-just-chat.md) | | --- | --- | --- | | Tagline | ChatGPT API Usage using LangChain, LlamaIndex, Guardrails, AutoGPT | Make your LLM agent and chat with it simple and fast! | | Stars | 126 | 74 | | Forks | 17 | 13 | | Open issues | 0 | 2 | | Language | Jupyter Notebook | Python | | Adopt for | novice-ChatGPT leverages LangChain, LlamaIndex, Guardrails, AutoGPT for conversions of unstructured PDFs into structured DataFrames and automatic newsletter generation. | 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. | | Persona | - | - | | Runtime | - | - | | License | - | Apache-2.0 | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [novice-ChatGPT](/tools/aiplaybookin-novice-chatgpt.md) | [just-chat](/tools/longevity-genie-just-chat.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Slowing (36%) | | Days since push | 723d | 258d | | Open issues (now) | 0 | 2 | | Owner type | User | Organization | | Full report | [trust report](/tools/aiplaybookin-novice-chatgpt/trust.md) | [trust report](/tools/longevity-genie-just-chat/trust.md) | ## Decision facts: novice-ChatGPT - **Adopt for:** novice-ChatGPT leverages LangChain, LlamaIndex, Guardrails, AutoGPT for conversions of unstructured PDFs into structured DataFrames and automatic newsletter generation. ## Decision facts: just-chat - **Adopt for:** 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. ## Choose when ### Choose novice-ChatGPT if… - novice-ChatGPT is primarily Jupyter Notebook; just-chat is Python. - Tags unique to novice-ChatGPT: autogpt, gpt4, guardrails, langchain. - Need to convert multiple PDF files efficiently into DataFrame formats ### Choose just-chat if… - just-chat is primarily Python; novice-ChatGPT is Jupyter Notebook. - Tags unique to just-chat: chatbot, docker composition, llm-agent, podman support. - 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 novice-ChatGPT - Complex image processing is required alongside data extraction from documents - Projects where real-time interaction and decision-making with ChatGPT are prioritized over batch operations ## 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. ## Common questions ### What is the difference between novice-ChatGPT and just-chat? novice-ChatGPT: ChatGPT API Usage using LangChain, LlamaIndex, Guardrails, AutoGPT. just-chat: Make your LLM agent and chat with it simple and fast!. See the comparison table for live GitHub stats and shared categories. ### When should I choose novice-ChatGPT over just-chat? Choose novice-ChatGPT over just-chat when novice-ChatGPT is primarily Jupyter Notebook; just-chat is Python; Tags unique to novice-ChatGPT: autogpt, gpt4, guardrails, langchain; Need to convert multiple PDF files efficiently into DataFrame formats. ### When should I choose just-chat over novice-ChatGPT? Choose just-chat over novice-ChatGPT when just-chat is primarily Python; novice-ChatGPT is Jupyter Notebook; Tags unique to just-chat: chatbot, docker composition, llm-agent, podman support; 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 avoid novice-ChatGPT? Complex image processing is required alongside data extraction from documents Projects where real-time interaction and decision-making with ChatGPT are prioritized over batch operations ### 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. ### Is novice-ChatGPT or just-chat more popular on GitHub? novice-ChatGPT has more GitHub stars (126 vs 74). Stars measure visibility, not whether either tool fits your constraints. ### Are novice-ChatGPT and just-chat open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to novice-ChatGPT or just-chat? GraphCanon lists graph-backed alternatives at [novice-ChatGPT alternatives](/tools/aiplaybookin-novice-chatgpt/alternatives) and [just-chat alternatives](/tools/longevity-genie-just-chat/alternatives) ([novice-ChatGPT markdown twin](/tools/aiplaybookin-novice-chatgpt/alternatives.md), [just-chat markdown twin](/tools/longevity-genie-just-chat/alternatives.md)), 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](/compare/aiplaybookin-novice-chatgpt-vs-longevity-genie-just-chat.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, novice-ChatGPT or just-chat? novice-ChatGPT: Dormant. just-chat: 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 novice-ChatGPT and just-chat? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [novice-ChatGPT trust report](/tools/aiplaybookin-novice-chatgpt/trust); [just-chat trust report](/tools/longevity-genie-just-chat/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=aiplaybookin-novice-chatgpt`](/api/graphcanon/graph?tool=aiplaybookin-novice-chatgpt) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_