firecrawl vs llm-app

A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.

firecrawlllm-app
TaglineThe API to search, scrape, and interact with the web at scale.Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data.
Stars147k59k
Forks8.5k1.4k
Open issues38710
LanguageTypeScriptJupyter Notebook
LicenseAGPL-3.0MIT
Last pushedJul 7, 2026Jul 5, 2026
CategoriesAI Agents, Data & RetrievalData & Retrieval, LLM Frameworks

firecrawl

Firecrawl is an open-source web context API aimed at finding sources, extracting content, and converting it into clean Markdown or structured data. It focuses on reliability, speed, and LLM-ready output formats.

TypeScript

llm-app

Pathway Live Data Framework AI Pipelines provides LLM App Templates for deploying high-accuracy retrieval-augmented generation (RAG) and enterprise search applications. The templates sync with various data sources including file systems, Google Drive, Sharepoint, S3, Kafka, PostgreSQL, real-time APIs.

Jupyter Notebook