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beats vs ragflow

beats and ragflow share 18 technologies: net/http, MySQL, pq, s3, github.com/Azure/azure-sdk-for-go/sdk/storage/azblob, Redis, OpenTelemetry, golang.org/x/oauth2, github.com/golang-jwt/jwt/v5, github.com/aws/aws-sdk-go-v2/credentials, github.com/richardlehane/mscfb, go.uber.org/zap, github.com/aws/aws-sdk-go-v2, github.com/Azure/azure-sdk-for-go/sdk/azcore, github.com/aws/aws-sdk-go-v2/service/sts, github.com/aws/aws-sdk-go-v2/config, go.opentelemetry.io/otel/trace, and go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp. Both are written in Go.

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What they share and what sets them apart

elastic

beats

:tropical_fish: Beats - Lightweight shippers for Elasticsearch & Logstash

Go12.7kRead on November 10, 2026, at commit 81f8463What is beats built with?

Only in beats

In common

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

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
beats1,003,521 lines written3,000 code files
ragflow1,311,499 lines written2,858 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.
beats1.3% of its commits signed by AIWith Claude Code, GitHub Copilot, Cursor, and CodeRabbit
ragflow2.1% of its commits signed by AIWith Claude Code, Cursor, CodeRabbit, GitHub Copilot, Kilo Code, Codex, OpenHands, and Factory
ActivityFrom GitHub and its history, on the day SeeRepo read it.
beatsLast push November 10, 202619,114 commits12,652 stars
ragflowLast push November 9, 202610,898 commits93,816 stars
TestsThe files that test the code, and the share of code files a test imports.
beats2,472 test files64.4% of its code files have a test that imports them
ragflow2,014 test files51.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, beats or ragflow?
ragflow, with 1,311,499 lines written; beats has 1,003,521.

The proof: infiniflow/ragflow's code at commit 4ba8d80

Which has more GitHub stars, beats or ragflow?
ragflow, with 93,816 stars; beats has 12,652.

The proof: infiniflow/ragflow on GitHub

Which has more tests, beats or ragflow?
beats, with 2,472 test files; ragflow has 2,014.

The proof: elastic/beats's code at commit 81f8463

Which was updated more recently, beats or ragflow?
beats: its last push was on November 10, 2026, and ragflow's on November 9, 2026.

The proof: elastic/beats's commits on GitHub

Which has more commits signed by AI, beats or ragflow?
ragflow: an AI signed 2.1% of its commits, with Claude Code, Cursor, CodeRabbit, GitHub Copilot, Kilo Code, Codex, OpenHands, and Factory; in beats, 1.3%.

The proof: the commits each tool signed in infiniflow/ragflow

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