Package
UAIX.UAI
UAI-1 message envelopes, JSON serialization, route discovery, HTTP sends, and package validation surfaces.
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Public NuGet packages are a credible .NET ecosystem signal: reusable libraries with package identities, documentation surfaces, and registry-backed distribution. This page organizes the package family by responsibility without embedding package version numbers. Use the NuGet profile as the current source for install commands, package history, and registry metadata.
NuGet family
Packages for UAI message contracts, local memory stores, build-time support, and adaptive interoperability boundaries.
Package
UAI-1 message envelopes, JSON serialization, route discovery, HTTP sends, and package validation surfaces.
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Shared interfaces and models for clients, memory stores, project handoff integrations, and libraries that need UAI contracts.
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Local in-memory and file-backed memory stores for project handoff, preferences, release notes, and operational context.
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Build-time support assets for projects that need repeatable UAIX/UAI package and handoff behavior.
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Capability profiling, fallback-chain resolution, ASP.NET route metadata, typed HTTP discovery, and protocol adapter boundaries.
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Client and hub packages for protected-anchor synchronization, policy evidence, review queues, and local agent message flow.
Package
Protected-anchor client surfaces for Talisman policy gates, no-op talk-back, local evidence packets, and hub configuration.
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ASP.NET Core hub patterns for client sync, client-agent messages, UAI bundle ingest, review queues, and audit records.
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A layered .NET runtime package family for GGUF intake, LLaMA-oriented model execution, tokenization, sampling, tensors, and local endpoint integration.
Package
High-level local-only GGUF facade for verified file intake, bounded loading, isolated sessions, and deterministic generation.
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Stable public interfaces, inference contracts, runtime settings, and diagnostics shared by the runtime stack.
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GGUF parser, metadata model, tensor catalog, sharding awareness, and validation-oriented model-file handling.
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LLaMA-family graph configuration and reference model primitives for local runtime integration.
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Tokenizer and chat-template rendering surfaces for local model prompts and deterministic runtime plumbing.
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Sampler and logits-processor surfaces for generation behavior, output control, and repeatable inference experiments.
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Tensor descriptors, memory descriptors, layout metadata, and quantization-aware data shapes.
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CPU kernel primitives for scalar and vector-friendly local execution paths.
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Portable acceleration contracts, backend registration, device probing, selection policies, fallback reporting, and diagnostics.
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Backend identity and integration packages that keep device probing, native assets, and acceleration choices explicit.
Package
Managed CPU backend path for hosts that need portable local execution and explicit capability reporting.
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CUDA backend integration identity and registration surface for GPU-aware runtime hosts.
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Windows x64 native CUDA asset package for hosts that own the matching GPU deployment boundary.
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Windows x64 CUDA asset identity for legacy K80-class diagnostic and compatibility boundaries.
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DirectML backend identity for Windows acceleration planning and device capability separation.
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Vulkan backend identity for cross-platform GPU acceleration planning.
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Metal backend identity for Apple platform acceleration planning.
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ROCm backend identity for AMD GPU acceleration planning and device-boundary documentation.
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Logging package for sending .NET application errors into ErrorNotifier-oriented operational workflows without blocking request paths.
Package
Non-blocking Microsoft.Extensions.Logging provider with bounded channels, batching, retry, fallback storage, and hosted or self-hosted endpoint overrides.
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The portfolio page explains how the package names fit together. NuGet remains the source for install syntax, current metadata, downloads, package history, and deprecation or replacement notices.
FAQ
Short answers are rendered in the HTML source and mirrored into JSON-LD where appropriate.
The page intentionally avoids hard-coded package version numbers so NuGet remains the current source for installs, package history, downloads, and registry metadata.
It groups the public package names by responsibility so reviewers can understand the UAI memory, Talisman, local LLM runtime, backend, and logging package boundaries before opening NuGet.
Developers should use the direct NuGet package links for current metadata, commands, package history, and replacement or deprecation notices.
FAQ
Visible page content matches the route-specific FAQ structured data.
NuGet is the registry authority for current versions, install commands, package history, and metadata, so the portfolio keeps stable responsibility summaries and direct package links while still treating public packages as a credible .NET ecosystem signal.
The groups help technical reviewers route into UAI memory, Talisman, local LLM runtime, runtime backend, or ErrorNotifier package responsibilities without reading every package first.