perp-cli
★ 39
vs
ragflow
★ 92.7k
perp-cli vs ragflow
perp-cli: perp-cli is a multi-DEX perpetual futures CLI that supports Pacifica (Solana), Hyperliquid (HyperEVM), and Lighter (Ethereum). It offers features such as cross-exchange funding rate arbitrage, portfolio management, trading bots, and an agent-first design with JSON output and schema introspection.; ragflow: RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that integrates RAG with Agent capabilities. It provides a superior context layer for LLMs and offers a streamlined RAG workflow adaptable to enterprises of any scale.
01
TL;DR
perp-cliRAG / Knowledge Base · ★ 39
Cross-exchange arbitrage trading
ragflowRAG / Knowledge Base · ★ 92.7k
When to choose:
- Your documents have complex layouts (PDFs, scanned files, tables, slides) and you need layout analysis, OCR, and traceable citations.
- You want an Apache-2.0 all-in-one RAG platform where you can inspect and hand-tune template-based chunks in a web UI.
When to skip:
- Your server has less than 4 CPU cores and 16 GB RAM; RAGFlow's multi-service stack is heavy.
- You want an autonomous web research agent that writes 2,000-word reports from live search rather than indexing a local document corpus; GPT Researcher fits better.
02
Side-by-Side Comparison
Field
perp-cliragflowCategory
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 39
★ 92.7k
License
MIT
Apache-2.0
Install Command
npm install -g perp-cli
docker compose -f docker-compose.yml up -d
Updated
3d ago
1d ago
Open Source
Yes
Yes
Tags
ai-agent, arbitrage, claude
RAG, AI Agent, LLM
03
Features
perp-cli01Multi-DEX support (Pacifica, Hyperliquid, Lighter)
02Funding rate arbitrage (perp-perp and spot-perp)
03Portfolio overview across all exchanges
04Trading bots (TWAP, grid, DCA, trailing-stop)
05Agent-first design (JSON output, schema introspection, dry-run)
ragflow01Deep document understanding for knowledge extraction from unstructured data.
02Intelligent and template-based chunking with explainable options.
03Grounded citations with reduced hallucinations and traceable references.
04Compatibility with heterogeneous data sources including documents, images, and web pages.
05Automated and effortless RAG workflow orchestration with configurable models and fused re-ranking.
04
Use Cases
perp-cli↳Cross-exchange arbitrage trading
↳Automated portfolio management and monitoring
↳Running trading strategies (TWAP, grid) in background
ragflow↳Building high-fidelity, production-ready AI systems with complex data.
↳Developing enterprise-scale knowledge base and intelligent Q&A chatbots.
↳Facilitating intelligent document processing and advanced information retrieval.
05
Best For
perp-cli—
ragflowMost PopularEssentialTrending
FAQ
FAQ
What is the difference between perp-cli and ragflow?
Both perp-cli and ragflow are in the RAG / Knowledge Base category. perp-cli has 39 stars, while ragflow has 92.7k stars.
Which is better, perp-cli or ragflow?
The best choice depends on your use case. Choose perp-cli if Cross-exchange arbitrage trading, and ragflow if Building high-fidelity, production-ready AI systems with complex data..
Is perp-cli free or open source?
Yes, perp-cli is open source on GitHub (MIT).
Is ragflow free or open source?
Yes, ragflow is open source on GitHub (Apache-2.0).
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