--- title: "prompts.chat vs marqo" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/f-prompts-chat-vs-marqo-ai-marqo" tools: ["f-prompts-chat", "marqo-ai-marqo"] --- # prompts.chat vs marqo *GraphCanon updated Jul 12, 2026* ## Verdict Pick prompts.chat when prompts.chat is primarily HTML; marqo is Python; pick marqo when marqo is primarily Python; prompts.chat is HTML. [prompts.chat](https://prompts.chat) reports 165k GitHub stars, 21k forks, and 60 open issues, last pushed Jul 11, 2026. [marqo](https://www.marqo.ai/) has 5.0k stars, 231 forks, and 177 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [prompts.chat's repository](https://github.com/f/prompts.chat) and [marqo's repository](https://github.com/marqo-ai/marqo). | | [prompts.chat](/tools/f-prompts-chat.md) | [marqo](/tools/marqo-ai-marqo.md) | | --- | --- | --- | | Tagline | Share, discover, and collect prompts from the community | Ecommerce Search and Discovery - marqo.ai | | Stars | 165,372 | 5,016 | | Forks | 21,400 | 231 | | Open issues | 60 | 177 | | Language | HTML | Python | | Adopt for | Critical decision points for evaluating `prompts.chat` | - | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | LLM Frameworks, Developer Tools | Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [prompts.chat](/tools/f-prompts-chat.md) | [marqo](/tools/marqo-ai-marqo.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 60 | 177 | | Owner type | User | Organization | | Full report | [trust report](/tools/f-prompts-chat/trust.md) | [trust report](/tools/marqo-ai-marqo/trust.md) | ## Decision facts: prompts.chat - **Adopt for:** Critical decision points for evaluating `prompts.chat` ## Choose when ### Choose prompts.chat if… - prompts.chat is primarily HTML; marqo is Python. - License: prompts.chat is Other, marqo is Apache-2.0. - Tags unique to prompts.chat: llm, ai, artificial-intelligence, gemini. - Also covers LLM Frameworks, Developer Tools. - Critical decision points for evaluating `prompts.chat` ### Choose marqo if… - marqo is primarily Python; prompts.chat is HTML. - License: marqo is Apache-2.0, prompts.chat is Other. - Tags unique to marqo: multi-modal, search-engine, ecommerce. - Also covers Data & Retrieval. ## When NOT to use prompts.chat - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use marqo - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ## Common questions ### What is the difference between prompts.chat and marqo? prompts.chat: Share, discover, and collect prompts from the community. marqo: Ecommerce Search and Discovery - marqo.ai. See the comparison table for live GitHub stats and shared categories. ### When should I choose prompts.chat over marqo? Choose prompts.chat over marqo when prompts.chat is primarily HTML; marqo is Python; License: prompts.chat is Other, marqo is Apache-2.0; Tags unique to prompts.chat: llm, ai, artificial-intelligence, gemini; Also covers LLM Frameworks, Developer Tools; Critical decision points for evaluating `prompts.chat`. ### When should I choose marqo over prompts.chat? Choose marqo over prompts.chat when marqo is primarily Python; prompts.chat is HTML; License: marqo is Apache-2.0, prompts.chat is Other; Tags unique to marqo: multi-modal, search-engine, ecommerce; Also covers Data & Retrieval. ### When should I avoid prompts.chat? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid marqo? Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ### Is prompts.chat or marqo more popular on GitHub? prompts.chat has more GitHub stars (165,372 vs 5,016). Stars measure visibility, not whether either tool fits your constraints. ### Are prompts.chat and marqo open source? Yes - both are open-source projects on GitHub (prompts.chat: Other, marqo: Apache-2.0). ### Where can I find alternatives to prompts.chat or marqo? GraphCanon lists graph-backed alternatives at [prompts.chat alternatives](/tools/f-prompts-chat/alternatives) and [marqo alternatives](/tools/marqo-ai-marqo/alternatives) ([prompts.chat markdown twin](/tools/f-prompts-chat/alternatives.md), [marqo markdown twin](/tools/marqo-ai-marqo/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/f-prompts-chat-vs-marqo-ai-marqo.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, prompts.chat or marqo? prompts.chat: Very active. marqo: 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 prompts.chat and marqo? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [prompts.chat trust report](/tools/f-prompts-chat/trust); [marqo trust report](/tools/marqo-ai-marqo/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=f-prompts-chat`](/api/graphcanon/graph?tool=f-prompts-chat) - 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/_