sinaptik-ai/pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. observed · 2026-08-28
Health v2 · maintenance only
57/100
- Activity 49
- Release rhythm 51
- Longevity 87
Flags: no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: 27
- age_days: 1229
- days_rel: 330
- days_push: 309
- n_releases_24m: 8
Adoption not part of the score
23772 stars · 2343 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
PandasAI is a Python library that lets users query data in SQL, CSV, or parquet format using natural language, powered by LLMs and RAG. It generates answers and charts conversationally, making data analysis accessible to non-technical users.
Use cases
- ask questions about a csv in plain english
- chat with my sql database using natural language
- generate charts from data by describing them
- text-to-sql querying for non-technical users
- analyze parquet files conversationally
- query multiple dataframes with natural language
When to choose
- you want conversational data analysis over tabular data
- non-technical stakeholders need to query data without SQL
- you want LLM-generated charts and answers from pandas-compatible sources
When to avoid
- you need deterministic, auditable SQL without LLM involvement
- your data cannot be shared with third-party LLM APIs
- you need sub-millisecond query performance
Facets
library · maturity active
llm-inference rag data-visualization nlp data-science data-science analytics large-language-models databases data-visualization python cross-platform text-to-sql conversational-analytics pandas natural-language-querying csv parquet sql
2 sources
- readme: https://github.com/sinaptik-ai/pandas-ai · fetched 2026-08-28 · 8ba6db54b5bd
- homepage: https://pandas-ai.com · fetched 2026-08-29 · a15b751d903d
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| sinaptik-ai/pandas-ai | main | 57 |
For agents
markdown · JSON · MCP: product_card(name="sinaptik-ai/pandas-ai")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem