---
title: "PandasAI"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20261027-b36ae5d5f795"
generatedAt: "2026-10-27T07:03:11.000Z"
canonicalUrl: "https://toolvitals.com/tools/pandasai/"
jsonUrl: "https://toolvitals.com/api/agent/tools/pandasai"
indexable: true
---

# PandasAI

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

## Decision context

- Status: zombie
- ToolVitals score: 1/100
- Health score: 2/100
- Shipping score: 0/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 85/100
- Last evidence check: 2026-10-27

## Classification

- Use case: BI & Dashboards (bi-dashboards)
- Category: Data & Analytics (data)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: MIT
- Tags: open-source, ai, csv, data, data-analysis, data-science, data-visualization, database, datalake, gpt-4, llm, pandas, sql, text-to-sql, rag

## Public repository signals

- Repository: [sinaptik-ai/pandas-ai](https://github.com/sinaptik-ai/pandas-ai)
- Stars: 23904 (adoption context only)
- Forks: 2341
- Open issues: 23
- Last commit date: 2025-10-29
- Releases in 90 days: 0

## Source receipts

- [Official website](https://pandas-ai.com/) — checked 2026-10-27
- [Source repository](https://github.com/sinaptik-ai/pandas-ai) — checked 2026-10-27

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.