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Testing OpenWebUI integration with MCP function and azure AI search blob index
For the latest function_app.py + MCP + Open WebUI implementation, I would use a formal enterprise integration test plan, not…
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Full Oauth 2.0 success path for OpenWebUI, Azure AD and MCP function
go all in and map out the full OAuth 2.0 Authorization Code with PKCE flow for your OpenWebUI MCP +…
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MCP function with AI search and OpenWebUI
treat the techwyns platform as an enterprise AI knowledge + tool platform, rather than simply an OpenWebUI → MCP →…
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How LLM and document extraction, tokenisation, vectorisation works
Your agent returns something odd. Was it the prompt, a tool call that timed out, or a response your code…
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Setting up the pipeline – openwebui + mcp function app with Oauth + ai-search + azure blob storage (using private endpoint) + optional foundry agent
1. Sequence Diagram Here’s a Mermaid sequence diagram showing the flow: Mermaid sequenceDiagram participant User as Website (Browser) participant MCP…
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MCP enabled Function app integrating with SQL and AI-Search – bicep files included
first, to. develop function apps, install the. commandline — npm install -g azure-functions-core-tools@4 –unsafe-perm true (windows machine) I would not…
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MCP-based Azure Function App for SQL Data indexing
visual architecture package so you can see the design, flow, context, container, and class diagrams for your real-time + scheduled SQL → Azure AI Search knowledge base with UI and MCP/Foundry agent integration.…
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Setup the Agent-to-Agent (A2A) tool and model router
To orchestrate multi-agent workflows efficiently, you can combine Agent-to-Agent (A2A) routing and a Model Router within Azure AI Foundry. This…
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Instructions to setup mcp server with function app for microsoft foundry agent tools with app insights
walk through this in a clear, step-by-step way so you can set up a new MCP (Microsoft Foundry Custom Plugin) using an Azure Function App,…
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Custom MCP server, Agent 2 agent and Microsoft foundry knowledgeIQ plane
. For the TechWyns NorthStar architecture, I would make the TechWyns Orchestrator the explicit control plane between the experience layer…