mamot.fr is one of the many independent Mastodon servers you can use to participate in the fediverse.
Mamot.fr est un serveur Mastodon francophone, géré par La Quadrature du Net.

Server stats:

3.1K
active users

#pagerank

0 posts0 participants0 posts today
Replied in thread

@dave

Academic ideas flourish if they are open and free to read (checks Nature & sees 40£ per CompSci paper from the 1950s), computer code scales because it can run day and night w/o human intervention. However money generated from academic ideas (papers) requires multiples of different steps to generate any profit.

This the other meaning I attribute to code scaling.

For example: Google started as an academic paper, #PageRank [0] was patented [1] but wasn’t profitable until advertising via Google #AdWords [2] was developed on top of PageRank.

If google didn’t invent AdWords, it’d be more commercial noise on the Internet.

Reference
[0] infolab.stanford.edu/pub/paper

[1]. patents.google.com/patent/US70

[2] en.m.wikipedia.org/wiki/Google

🔍 Revolutionary Knowledge Retrieval Framework Takes GraphRAG to the Next Level 🧠

🚀 #FastGraphRAG introduces streamlined, agent-driven retrieval with proven results:
• 6x cost reduction compared to standard #GraphRAG ($0.08 vs $0.48 on test dataset)
• Built for scale with minimal resource requirements
• Full async support and comprehensive type system

🛠️ Key Technical Features:
• Real-time graph updates for dynamic data handling
#PageRank-based exploration for enhanced accuracy
• Python 3.10.1+ compatibility
• MIT licensed #opensource framework

💡 Core Capabilities:
• Human-navigable knowledge visualization
• Automatic graph generation and refinement
• Seamless integration with existing retrieval pipelines
• Complete debugging and interpretation tools

🔧 Implementation Options:
• Available via PyPI installation
• Source code access on #GitHub
• Managed service option with 100 free monthly requests

github.com/circlemind-ai/fast-

GitHubGitHub - circlemind-ai/fast-graphrag: RAG that intelligently adapts to your use case, data, and queriesRAG that intelligently adapts to your use case, data, and queries - circlemind-ai/fast-graphrag