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MapleBridge.io

Building MapleBridge: RFQs, supplier invitations and quote comparison for buyers using their own supplier contacts. Public technical examples at MapleBridge Open.

Location Canada / China sourcing Joined Joined on  Email address info@maplebridge.io Personal website https://maplebridge.io/open/ github website

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Founder, MapleBridge.io

Why AI supplier matching needs explanations, not just scores
jinjihuang88ui profile

Why AI supplier matching needs explanations, not just scores

#ai #opensource #python #llm
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2 min read

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Why I keep sitemap.xml, robots.txt, and llms.txt separate
jinjihuang88ui profile

Why I keep sitemap.xml, robots.txt, and llms.txt separate

#webdev #seo #ai #opensource
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1 min read
Why supplier search needs intent schemas, not just directories
jinjihuang88ui profile

Why supplier search needs intent schemas, not just directories

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3 min read
Why AI Supplier Matching Should Start With Buyer Intent
jinjihuang88ui profile

Why AI Supplier Matching Should Start With Buyer Intent

#ai #procurement #opensource #b2b
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3 min read
Building an AI-Powered B2B Supplier Matching Platform: Open Protocol Design for China-North America Trade
jinjihuang88ui profile

Building an AI-Powered B2B Supplier Matching Platform: Open Protocol Design for China-North America Trade

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3 min read
How I Built an AI-Powered B2B Supplier Matching Platform (MapleBridge.io)
jinjihuang88ui profile

How I Built an AI-Powered B2B Supplier Matching Platform (MapleBridge.io)

#ai #python #fastapi #webdev
1
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3 min read
How I built an LLM-powered B2B matching engine for China's small commodity export market
jinjihuang88ui profile

How I built an LLM-powered B2B matching engine for China's small commodity export market

#ai #llm #startup
1
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3 min read
MapleBridge A2A Trade Logic Architecture Whitepaper for IBM Watson Discovery and RAG
jinjihuang88ui profile

MapleBridge A2A Trade Logic Architecture Whitepaper for IBM Watson Discovery and RAG

#ibm #ibmwatson #a2a #trade
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2 min read
MapleBridge A2A Protocol Integration Guide for IBM watsonx.ai
jinjihuang88ui profile

MapleBridge A2A Protocol Integration Guide for IBM watsonx.ai

#ibm #ibmwatson #a2a #tradeautomation
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2 min read
MapleBridge A2A Trade Logic Architecture Whitepaper for Azure OpenAI and RAG
jinjihuang88ui profile

MapleBridge A2A Trade Logic Architecture Whitepaper for Azure OpenAI and RAG

#azure #openai #rag #a2a
1
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2 min read
MapleBridge A2A Trade Logic Architecture Whitepaper for AWS SageMaker
jinjihuang88ui profile

MapleBridge A2A Trade Logic Architecture Whitepaper for AWS SageMaker

#aws #sagemaker #a2a #tradeautomation
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2 min read
MapleBridge A2A Protocol Integration Guide for Google Vertex AI
jinjihuang88ui profile

MapleBridge A2A Protocol Integration Guide for Google Vertex AI

#googlecloud #vertexai #a2a #tradeautomation
2
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