---
title: "llm-cookbook vs prompts.chat"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/datawhalechina-llm-cookbook-vs-f-prompts-chat"
tools: ["datawhalechina-llm-cookbook", "f-prompts-chat"]
---

# llm-cookbook vs prompts.chat

Neutral, constraint-first comparison with live GitHub stats.

| | [llm-cookbook](/tools/datawhalechina-llm-cookbook.md) | [prompts.chat](/tools/f-prompts-chat.md) |
| --- | --- | --- |
| Tagline | 面向开发者的 LLM 入门教程 | The world's largest open-source prompt library for AI |
| Stars | 24,376 | 165,063 |
| Forks | 2,935 | 21,363 |
| Open issues | 9 | 59 |
| Language | Jupyter Notebook | HTML |
| License | - | Other |
| Categories | Developer Tools | LLM Frameworks, Developer Tools |

## Trust and health

_Sourced signals - not a safety guarantee. No winner column._

| | [llm-cookbook](/tools/datawhalechina-llm-cookbook.md) | [prompts.chat](/tools/f-prompts-chat.md) |
| --- | --- | --- |
| Maintenance | Dormant (18%) | Very active (96%) |
| Days since push | 391d | 0d |
| Archived on GitHub | No | No |
| Stars delta | - | - |
| Open issues delta | - | - |
| Fork status | Not a fork | Not a fork |
| Owner type | Organization | User |
| Security scan | Not scanned | Not scanned |
| Full report | [trust report](/tools/datawhalechina-llm-cookbook/trust.md) | [trust report](/tools/f-prompts-chat/trust.md) |

## Choose when

### Choose llm-cookbook if…

- Leaner open-issue backlog (9).

### Choose prompts.chat if…

- More widely adopted - 165k stars vs 24k.
- More recently updated (last pushed Jul 8, 2026).
- Also covers LLM Frameworks.

## When NOT to use llm-cookbook

- Last GitHub push was 391 days ago (dormant maintenance, Jun 12, 2025). Validate activity before betting a new project on llm-cookbook.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.

## 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.

## Common questions

### What is the difference between llm-cookbook and prompts.chat?

llm-cookbook: 面向开发者的 LLM 入门教程. prompts.chat: The world's largest open-source prompt library for AI. See the comparison table for live GitHub stats and shared categories.

### When should I choose llm-cookbook over prompts.chat?

Choose llm-cookbook over prompts.chat when Leaner open-issue backlog (9).

### When should I choose prompts.chat over llm-cookbook?

Choose prompts.chat over llm-cookbook when More widely adopted - 165k stars vs 24k; More recently updated (last pushed Jul 8, 2026); Also covers LLM Frameworks.

### When should I avoid llm-cookbook?

Last GitHub push was 391 days ago (dormant maintenance, Jun 12, 2025). Validate activity before betting a new project on llm-cookbook. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.

### 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.

### Is llm-cookbook or prompts.chat more popular on GitHub?

prompts.chat has more GitHub stars (165,063 vs 24,376). Stars measure visibility, not whether either tool fits your constraints.

### Are llm-cookbook and prompts.chat open source?

Yes - both are open-source projects on GitHub.

### Where can I find alternatives to llm-cookbook or prompts.chat?

GraphCanon lists graph-backed alternatives at /tools/datawhalechina-llm-cookbook/alternatives and /tools/f-prompts-chat/alternatives (/tools/datawhalechina-llm-cookbook/alternatives.md, /tools/f-prompts-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 /compare/datawhalechina-llm-cookbook-vs-f-prompts-chat.md mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

### Which is better maintained, llm-cookbook or prompts.chat?

llm-cookbook: Dormant. prompts.chat: 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 llm-cookbook and prompts.chat?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: llm-cookbook: /tools/datawhalechina-llm-cookbook/trust; prompts.chat: /tools/f-prompts-chat/trust.

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=datawhalechina-llm-cookbook`](/api/graphcanon/graph?tool=datawhalechina-llm-cookbook)
- 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/_