Documentation

Delibera can cache DebateResult to avoid re-running identical debates. The cache key is derived from a SHA-256 hash of the debate-defining inputs (question, members, strategy, knowledge…

ChatClientLLMProvider is Delibera's universal LLM provider. It wraps any Microsoft.Extensions.AI.IChatClient implementation and exposes it as a standard Delibera.Core.Providers.LLM.ILLMProvider…

Delibera supports distributed debate orchestration via the IDebateOrchestrator abstraction, enabling deployment scenarios from single-instance development to multi-node production with Redis Streams.

This document describes the changes made while migrating the Delibera project to the .NET 10 platform and the C# 15 (preview) language, the performance optimizations, and the new examples of the…

This guide walks you through your first AI deliberation with Delibera in a few minutes. By the end you'll have a multi-model debate running locally and a Markdown transcript on disk.

The order below matters, and it is not the order it looks like it should be. Every step that looks skippable has a way of failing silently rather than loudly, and two of them did.

Released 2026-07-06. Nine features in one coordinated release (F-06 deferred to v10.2.7).

Delibera.Server is a self-hosted ASP.NET Core 10 Minimal API that exposes the Delibera council debate engine over HTTP. It supports synchronous execution, fire-and-forget background runs, and live…

Документ описывает изменения, внесённые при переводе проекта Delibera на платформу .NET 10 и язык C# 15 (preview), оптимизации производительности и новые примеры работы роли Operator с…

Это руководство за несколько минут проведёт вас через ваше первое обсуждение с помощью ИИ в Delibera. По его завершении у вас будут запущенные локально многомодельные дебаты и Markdown-стенограмма на…

Test counts in this file are measured at the commit they describe, not carried forward. An earlier revision quoted 514/406 — the 10.4.0 figure — and that number reached the public nuget.org page for…

Problem. Delibera.Core referenced Microsoft.Extensions.AI 10.8.0 and Microsoft.Extensions. 10.0.10, while both test projects referenced 10.7.0 / 10.0.9. NuGet treats a downgrade as an error, so the…

Problem. CouncilExecutor.ExecuteCoreWithCallbackAsync installed the streaming interceptor by assigning the OnRoundCompleted field and restoring it in a finally:

W2-15 — what changed (v10.5.1). Point ids are no longer Guid.NewGuid(). BaseRagProvider derives a UUID-shaped id from the chunk's identity — (collection, sourcepath, chunkindex) when the caller…

Problem. Voting/IVotingStrategy.cs:143:

Problem. Build reports ASPDEPR002 in four files: DebateEndpoints.cs:14, ScenarioEndpoints.cs:15, TemplateEndpoints.cs:10, CorpusEndpoints.cs:10:

Problem. Every debate test runs on FakeLLMProvider, which completes synchronously. Any code that is correct only while nothing suspends therefore passes CI and fails in production. This is not…

Этот документ фиксирует продуктовые гипотезы и план развития Delibera как заметного проекта в open‑source экосистеме. Цель — дать контекст для фич 10.3.0–10.5.0 и облегчить передачу работы другим…

Remove all backward-compatibility shims, deprecated members, and naming inconsistencies accumulated since v10.1. The result is a clean, minimal public API surface that becomes the stable foundation…