Source: https://seerepo.com/compare/infiniflow/ragflow/vs/keplergl/kepler.gl
Markdown source: https://seerepo.com/compare/infiniflow/ragflow/vs/keplergl/kepler.gl.md
Description: ragflow and kepler.gl share 11 technologies: MCP, React, classnames, Radix UI, lexical, react-copy-to-clipboard, @floating-ui/react, D3, react-resizable-panels, Lucide, and Zod. ragflow is written in Go and kepler.gl in TypeScript.

# ragflow vs kepler.gl

ragflow and kepler.gl share 11 technologies: MCP, React, classnames, Radix UI, lexical, react-copy-to-clipboard, @floating-ui/react, D3, react-resizable-panels, Lucide, and Zod. ragflow is written in Go and kepler.gl in TypeScript.

- [infiniflow/ragflow](https://seerepo.com/r/infiniflow/ragflow): RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure.
- [keplergl/kepler.gl](https://seerepo.com/r/keplergl/kepler.gl): Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

## What they share and what sets them apart

- In common: MCP, React, classnames, Radix UI, lexical, react-copy-to-clipboard, @floating-ui/react, D3, react-resizable-panels, Lucide, Zod
- Only in ragflow: net/http, Gin, elasticsearch-dsl, go-redis, mysql-connector-python, pgx, pq, s3, github.com/glebarez/sqlite, Postgres, NATS.io, MySQL, Redis, github.com/infiniflow/infinity-go-sdk, github.com/nats-io/nats-server/v2, github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream, github.com/Azure/azure-sdk-for-go/sdk/storage/azblob, github.com/denisenkom/go-mssqldb, Google, AWS S3, Alibaba Cloud, MinIO, AIOHTTP, werkzeug, React Router, OpenAI, peewee, gorm.io/gorm, github.com/aws/aws-sdk-go-v2/credentials, golang.org/x/oauth2, github.com/golang-jwt/jwt/v5, Model Context Protocol, github.com/cloudwego/eino, github.com/infiniflow/onnxruntime_go, github.com/pkoukk/tiktoken-go, github.com/eric642/e2b-go-sdk, github.com/LuxorLabs/tenki-sdk-go/sandbox, github.com/xuri/excelize/v2, github.com/yuin/goldmark, github.com/ledongthuc/pdf, github.com/gomarkdown/markdown, github.com/jloor/go-excel-reader, github.com/yfedoseev/office_oxide/go, github.com/AkmalOt/gomsg, github.com/emersion/go-imap/v2, github.com/emersion/go-message, github.com/JohannesKaufmann/html-to-markdown, github.com/nikolalohinski/gonja, github.com/PuerkitoBio/goquery, github.com/richardlehane/mscfb, github.com/signintech/gopdf, github.com/yfedoseev/pdf_oxide/go, golang.org/x/image, reportlab, github.com/eino-contrib/jsonschema, beartype, go.uber.org/zap, github.com/aws/aws-sdk-go-v2, github.com/aws/aws-sdk-go-v2/config, go.opentelemetry.io/otel/trace, OpenTelemetry, github.com/aws/aws-sdk-go-v2/service/sts, go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp, github.com/Azure/azure-sdk-for-go/sdk/azcore, github.com/ucloud/ucloud-sandbox-sdk-go, gopkg.in/natefinch/lumberjack.v2, qrcode, Tailwind CSS, class-variance-authority, tailwind-merge, next-themes, React Hook Form, xyflow, tanstack, @monaco-editor/react, react-syntax-highlighter, react18-json-view, sonner, AntV, react-force-graph-2d, react-day-picker, react-photo-view, recharts, cmdk, embla-carousel-react, jsoneditor, Mermaid, react-audio-voice-recorder, react-dropzone, Ant Design, @lexical/markdown, dompurify, react-markdown, react-pdf-highlighter, rehype-katex, rehype-raw, unist-util-visit-parents, xlsx, papaparse, remark-gfm, @extend-ai/react-docx, @js-preview/excel, @uiw/react-markdown-preview, epubjs, hast-util-sanitize, pptx-preview, rehype-sanitize, remark-breaks, remark-math, @hookform/resolvers, Ajv, ajv-formats
- Only in kepler.gl: Apache Arrow, pyarrow, DuckDB, sql.js, styled-components, Mapbox, anywidget, @emotion/is-prop-valid, dnd-kit, deck.gl, d3-axis, @math.gl/web-mercator, @tippyjs/react, react-map-gl, react-virtualized, @turf/helpers, d3-selection, react-modal, react-tooltip, MapLibre, react-color, markdown-to-jsx, prop-types, luma.gl, supercluster, monaco-editor, @deck.gl/core, d3-interpolate, d3-delaunay, @loaders.gl/gltf, @loaders.gl/csv, d3-color, @dnd-kit/core

## Side by side

| | ragflow | kepler.gl |
|---|---|---|
| Size | 1,311,499 lines written, 2,858 code files | 421,871 lines written, 1,058 code files |
| Who writes it | 2.1% of its commits signed by AI. With Claude Code, Cursor, CodeRabbit, GitHub Copilot, Kilo Code, Codex, OpenHands, and Factory | 2% of its commits signed by AI. With Cursor, GitHub Copilot, and Claude Code |
| Activity | Last push November 9, 2026, 10,898 commits, 93,816 stars | Last push November 11, 2026, 2,409 commits, 12,088 stars |
| Tests | 2,014 test files. 51.5% of its code files have a test that imports them | 345 test files. 17.3% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, ragflow or kepler.gl?

ragflow, with 1,311,499 lines written; kepler.gl has 421,871.

The proof: [infiniflow/ragflow's code at commit 4ba8d80](https://github.com/infiniflow/ragflow/tree/4ba8d801e990bce53cf5422bbf0eb002150d5ee1)

### Which has more GitHub stars, ragflow or kepler.gl?

ragflow, with 93,816 stars; kepler.gl has 12,088.

The proof: [infiniflow/ragflow on GitHub](https://github.com/infiniflow/ragflow)

### Which has more tests, ragflow or kepler.gl?

ragflow, with 2,014 test files; kepler.gl has 345.

The proof: [infiniflow/ragflow's code at commit 4ba8d80](https://github.com/infiniflow/ragflow/tree/4ba8d801e990bce53cf5422bbf0eb002150d5ee1)

### Which was updated more recently, ragflow or kepler.gl?

kepler.gl: its last push was on November 11, 2026, and ragflow's on November 9, 2026.

The proof: [keplergl/kepler.gl's commits on GitHub](https://github.com/keplergl/kepler.gl/commits)

### Which has more commits signed by AI, ragflow or kepler.gl?

ragflow: an AI signed 2.1% of its commits, with Claude Code, Cursor, CodeRabbit, GitHub Copilot, Kilo Code, Codex, OpenHands, and Factory; in kepler.gl, 2%.

The proof: [the commits each tool signed in infiniflow/ragflow](https://seerepo.com/r/infiniflow/ragflow/ai)

## Sources

- infiniflow/ragflow: Read on November 9, 2026, at commit 4ba8d80 (https://github.com/infiniflow/ragflow/tree/4ba8d801e990bce53cf5422bbf0eb002150d5ee1)
- keplergl/kepler.gl: Read on November 11, 2026, at commit 0caee84 (https://github.com/keplergl/kepler.gl/tree/0caee840965272e50e8f6b007f0abe296074540b)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.