---
title: "LLMs-from-scratch vs pandas-ai"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/rasbt-llms-from-scratch-vs-sinaptik-ai-pandas-ai"
tools: ["rasbt-llms-from-scratch", "sinaptik-ai-pandas-ai"]
---

# LLMs-from-scratch vs pandas-ai

Neutral, constraint-first comparison with live GitHub stats.

| | [LLMs-from-scratch](/tools/rasbt-llms-from-scratch.md) | [pandas-ai](/tools/sinaptik-ai-pandas-ai.md) |
| --- | --- | --- |
| Tagline | Implement a ChatGPT-like LLM in PyTorch from scratch | Pandas-ai: Conversational data analysis using LLMs and RAG |
| Stars | 98,715 | 23,636 |
| Forks | 15,148 | 2,334 |
| Open issues | 4 | 19 |
| Language | Jupyter Notebook | Python |
| License | Other | Other |
| Categories | Model Training, LLM Frameworks | LLM Frameworks, Developer Tools |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=rasbt-llms-from-scratch`](/api/graphcanon/graph?tool=rasbt-llms-from-scratch)
- 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/_