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OpenSourceAlternatives

Tag

rag

4 catalogue entries use this topic; each Project's license policy is labeled separately.

Firecrawl

FirecrawlAIOpen

Turn any website into clean, model-ready data

Stars174.9K
Commit11h ago
LicenseAGPL-3.0

Firecrawl handles the unglamorous part of feeding the web to a language model: rendering JavaScript, following pagination, stripping navigation and cookie banners, and returning markdown or structured JSON that a model can actually use.

Alternative tobrowserbase
Dify

DifyAI

Build and deploy AI agents and RAG pipelines visually

Stars154.1K
Commit8h ago
LicenseUnknown

Dify is where a prompt experiment becomes something a team can operate. Workflows are assembled on a canvas, datasets are indexed and versioned, and every deployment gets an API endpoint with logging and cost tracking attached.

Alternative toretoolchatgpt
Langflow

LangflowAIOpen

Drag-and-drop builder for agents and RAG pipelines

Stars154K
Commit10h ago
LicenseMIT

Langflow turns pipeline construction into a graph you can see. Components are Python underneath, so a flow that outgrows the canvas can be exported and run as code rather than rebuilt.

Alternative toretool
Open WebUI

Open WebUIAIOpen

One chat interface for every model you run or connect

Stars150.5K
Commit10h ago
LicenseBSD-3-Clause

Open WebUI is the front end that turns a local inference server into something a household or a team can actually use. It handles accounts, conversation history, document retrieval, and model switching, and speaks to both local runtimes and hosted APIs.

Alternative tochatgpt