Source: https://seerepo.com/compare/infiniflow/ragflow/vs/prowler-cloud/prowler
Markdown source: https://seerepo.com/compare/infiniflow/ragflow/vs/prowler-cloud/prowler.md
Description: ragflow and prowler share 20 technologies: Postgres, werkzeug, React, OpenAI, reportlab, Tailwind CSS, class-variance-authority, tailwind-merge, next-themes, React Hook Form, xyflow, Radix UI, react-day-picker, recharts, cmdk, D3, Lucide, react-markdown, Zod, and @hookform/resolvers. ragflow is written in Go and prowler in Python.

# ragflow vs prowler

ragflow and prowler share 20 technologies: Postgres, werkzeug, React, OpenAI, reportlab, Tailwind CSS, class-variance-authority, tailwind-merge, next-themes, React Hook Form, xyflow, Radix UI, react-day-picker, recharts, cmdk, D3, Lucide, react-markdown, Zod, and @hookform/resolvers. ragflow is written in Go and prowler in Python.

- [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.
- [prowler-cloud/prowler](https://seerepo.com/r/prowler-cloud/prowler): This repo hosts Prowler OSS (CLI and Local Server). Prowler is the world’s most widely used open-source cloud security platform that automates security and compliance across any cloud environment for Humans and AI Agents.

## What they share and what sets them apart

- In common: Postgres, werkzeug, React, OpenAI, reportlab, Tailwind CSS, class-variance-authority, tailwind-merge, next-themes, React Hook Form, xyflow, Radix UI, react-day-picker, recharts, cmdk, D3, Lucide, react-markdown, Zod, @hookform/resolvers
- Only in ragflow: net/http, Gin, go-redis, mysql-connector-python, pgx, pq, s3, MySQL, Redis, AWS S3, Google, MCP, AIOHTTP, React Router, github.com/aws/aws-sdk-go-v2/credentials, golang.org/x/oauth2, github.com/golang-jwt/jwt/v5, Model Context Protocol, github.com/yuin/goldmark, github.com/ledongthuc/pdf, github.com/gomarkdown/markdown, github.com/emersion/go-message, golang.org/x/image, 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, qrcode, classnames, lexical, tanstack, @monaco-editor/react, react-syntax-highlighter, sonner, react-force-graph-2d, react-copy-to-clipboard, @floating-ui/react, embla-carousel-react, Mermaid, react-dropzone, react-resizable-panels, Ant Design, @lexical/markdown, dompurify, react-pdf-highlighter, rehype-katex, rehype-raw, unist-util-visit-parents, xlsx, papaparse, remark-gfm, rehype-sanitize, remark-breaks, remark-math, Ajv, ajv-formats
- Only in prowler: Django, azure-mgmt-cosmosdb, azure-mgmt-storage, azure-storage-blob, psycopg2-binary, Celery, Neo4j, django-celery-results, Sentry, drf-nested-routers, fastmcp, djangorestframework, Next.js, @next/third-parties, PostHog, fonttools, alive-progress, matplotlib, azure-identity, azure-keyvault-keys, django-allauth, djangorestframework-simplejwt, dj-rest-auth, lxml, defusedxml, markdown, azure-mgmt-compute, azure-mgmt-containerregistry, azure-mgmt-network, azure-mgmt-resource, Gunicorn, botocore, boto3, django-guid, uvicorn-worker, TanStack, Framer, @react-stately/utils, topojson-client, use-stick-to-bottom, world-atlas, @dagrejs/dagre, @lezer/highlight, @uiw/react-codemirror, CodeMirror, @radix-ui/react-icons, next-auth, LangChain, ai, @ai-sdk/react, @aws-sdk/client-bedrock-runtime, js-yaml, streamdown

## Side by side

| | ragflow | prowler |
|---|---|---|
| Size | 1,294,372 lines written, 2,843 code files | 1,231,989 lines written, 4,452 code files |
| Who writes it | 2.1% of its commits signed by AI. With Claude Code, Cursor, CodeRabbit, GitHub Copilot, Kilo Code, Codex, OpenHands, Gemini CLI, and Factory | 1.1% of its commits signed by AI. With Claude Code, GitHub Copilot, CodeRabbit, and Cursor |
| Activity | Last push November 4, 2026, 10,792 commits, 93,494 stars | Last push November 8, 2026, 8,762 commits, 15,193 stars |
| Tests | 1,962 test files. 50.8% of its code files have a test that imports them | 2,848 test files. 17.1% 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 prowler?

ragflow, with 1,294,372 lines written; prowler has 1,231,989.

The proof: [infiniflow/ragflow's code at commit 8cab68a](https://github.com/infiniflow/ragflow/tree/8cab68a9a3b083da95abb2ea0789b0a5623defaf)

### Which has more GitHub stars, ragflow or prowler?

ragflow, with 93,494 stars; prowler has 15,193.

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

### Which has more tests, ragflow or prowler?

prowler, with 2,848 test files; ragflow has 1,962.

The proof: [prowler-cloud/prowler's code at commit 9f6ebb0](https://github.com/prowler-cloud/prowler/tree/9f6ebb00e11a520de4f45a6eb5963eda28e09a86)

### Which was updated more recently, ragflow or prowler?

prowler: its last push was on November 8, 2026, and ragflow's on November 4, 2026.

The proof: [prowler-cloud/prowler's commits on GitHub](https://github.com/prowler-cloud/prowler/commits)

### Which has more commits signed by AI, ragflow or prowler?

ragflow: an AI signed 2.1% of its commits, with Claude Code, Cursor, CodeRabbit, GitHub Copilot, Kilo Code, Codex, OpenHands, Gemini CLI, and Factory; in prowler, 1.1%.

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

## Sources

- infiniflow/ragflow: Read on November 4, 2026, at commit 8cab68a (https://github.com/infiniflow/ragflow/tree/8cab68a9a3b083da95abb2ea0789b0a5623defaf)
- prowler-cloud/prowler: Read on November 8, 2026, at commit 9f6ebb0 (https://github.com/prowler-cloud/prowler/tree/9f6ebb00e11a520de4f45a6eb5963eda28e09a86)

## 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.