🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)
The simplest open-source implementation of perplexity.ai
Open Web Researcher: is a cutting-edge, AI-powered alternative to tools like SearchGPT and Perplexity. It simplifies web research by refining queries, extracting key information, summarizing complex topics, and generating well-structured reports—all delivered in a convenient Markdown format.
To develop an alternative to SearchGPT that integrates OpenAI's GPT-4o model with web search capabilities, you can create a RESTful API using Python, Flask, and the OpenAI API. This setup will allow you to handle both GET and POST requests, process user queries, perform web searches, and generate AI-driven responses.
The official edge-compute middleware for LLM ingestion and GEO (Generative Engine Optimization). Intercepts AI crawlers like SearchGPT, PerplexityBot, and ClaudeBot to deliver structured semantic payloads. Powered by SynSwarm, enterprise SLA by SwarmGeo.
Minimal version of Q&A system like Perplexity.ai
Ultra-lightweight, zero-dependency TypeScript toolkit to build, parse, validate, and serve llms.txt & llms-full.txt for GEO (Generative Engine Optimization) & AI search crawlers.
🚀 25+ Ready-to-use llms.txt templates for every industry. Optimized for LLMs (GPT, Claude, Gemini, Perplexity). The official template library for Easyllmstxt.com.
A sovereign, local-first MCP server for AI Engine Optimization (AEO), Generative Engine Optimization (GEO), llm.txt auditing, and content stickiness analytics.
Build a cellular substrate dynamics engine for layered theory, mathematical reconstruction, and testable experiments on emergence and phase-locking
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