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Andes-Software-Solutions/Andes.Extensions.AI

Composable Microsoft.Extensions.AI IChatClient middlewares for .NET — tool-call tracking with in-band streaming progress, per-tool token usage reports, and satellite packages for MCP tools and Microso

5 stars
2 forks
C#
momentum ▲ 14.0
created 2026-07-21
on radar since 2026-07-26
star trend 4 → 5 since 2026-07-26
csharpdotnetichatclientmicrosoft-agent-frameworkmicrosoft-extensions-aimodel-context-protocolnuget
View on GitHub ↗Homepage ↗

About Andes.Extensions.AI

Middleware extensions for Microsoft.Extensions.AI: per-request and per-tool token usage tracking, and streaming status propagation for IChatClient pipelines.

- Token usage tracking — input/output/total tokens for the main assistant, per model turn, and attributed to each tool call (including LLM calls nested inside tools), rolled up into a ChatUsageReport. - Streaming progress statuses — synthetic ChatProgressContent updates interleaved into the live stream so your UI can show "Calling GetWeather Tool", sub-statuses reported from inside the tool ("Extracting…", "Processing…"), and completion — while the model and tools are still working. - Out-of-band observers — implement IChatProgressObserver to receive the same events and the final report without parsing the stream. - Privacy by default — progress events never carry prompt content, tool arguments, or tool results unless explicitly opted in.

Register the middleware before UseFunctionInvocation() — the tracker must wrap the tools that the function-invoking client executes:

Tools that are themselves LLM-backed (for example, agents exposed as functions) can attribute their own usage to the calling scope with ChatProgress.ReportUsage(...) — or simply run their own UseToolTracking() pipeline, whose total rolls up automatically.

Before persisting responses into conversation history, remove the synthetic content:

First-class MCP support ships as a satellite package so the core stays dependency-lean:

From the project README.

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