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.
LinkedInWhat they share and what sets them apart
infiniflow
ragflow
RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure.
Go93.8kRead on November 9, 2026, at commit 4ba8d80What is ragflow built with?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
AWS S3- Alibaba Cloud
- MinIO
- AIOHTTP
werkzeug
- React Router
OpenAIpeewee
- gorm.io/gorm
- 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
- go.opentelemetry.io/otel/trace
- OpenTelemetry
- 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
@hookform/resolvers
- Ajv
- ajv-formats
In common
keplergl
kepler.gl
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
TypeScript12.1kRead on November 11, 2026, at commit 0caee84What is kepler.gl built with?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
- d3-interpolate
d3-delaunay
@loaders.gl/gltf
- d3-color
Side by side
ragflowkepler.gl
SizeLines written by people and agents, without generated ones; code files, without tests.
ragflow1,311,499 lines written2,858 code files
kepler.gl421,871 lines written1,058 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
ragflow2.1% of its commits signed by AIWith Claude Code, Cursor, CodeRabbit, GitHub Copilot, Kilo Code, Codex, OpenHands, and Factory
kepler.gl2% of its commits signed by AIWith Cursor, GitHub Copilot, and Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ragflowLast push November 9, 202610,898 commits93,816 stars
kepler.glLast push November 11, 20262,409 commits12,088 stars
TestsThe files that test the code, and the share of code files a test imports.
ragflow2,014 test files51.5% of its code files have a test that imports them
kepler.gl345 test files17.3% of its code files have a test that imports them
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
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
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
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
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
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