Leonid PershinandCursor
880e2dbea2
Personal RAG never leaks into the shared store; retrieve merges shared plus the persona chain, with personal overwrite on kind+key. Co-authored-by: Cursor <cursoragent@cursor.com>
830 lines
30 KiB
C#
830 lines
30 KiB
C#
using System;
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using System.Collections.Generic;
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using System.IO;
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using System.Linq;
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using System.Net.Http;
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using System.Net.Http.Headers;
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using System.Text;
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using System.Text.RegularExpressions;
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using System.Threading.Tasks;
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using FreneticUtilities.FreneticExtensions;
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using Newtonsoft.Json.Linq;
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using SwarmUI.Accounts;
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using SwarmUI.Core;
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using SwarmUI.Text2Image;
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using SwarmUI.Utils;
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using SwarmUI.WebAPI;
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namespace Mrleo1nid.SwarmAssistent;
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/// <summary>Server-side model inventory, assistant cards and Civitai lookups.</summary>
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public partial class SwarmAssistentExtension
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{
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const int MaxLorasInInventoryFallback = 150;
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const int MaxWildcardsInInventoryFallback = 80;
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const int MaxCheckpointsInInventoryFallback = 60;
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const int InventoryBlurbMaxFallback = 140;
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static string ModelWeightPath(string setName, string modelName)
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{
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if (string.IsNullOrWhiteSpace(modelName) || !Program.T2IModelSets.TryGetValue(setName, out T2IModelHandler handler))
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{
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return null;
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}
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if (!handler.Models.TryGetValue(modelName, out T2IModel model) && !handler.Models.TryGetValue(modelName.Replace('\\', '/'), out model))
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{
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// Try suffix match
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model = handler.Models.Values.FirstOrDefault(m =>
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string.Equals(m.Name, modelName, StringComparison.OrdinalIgnoreCase)
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|| m.Name.EndsWith("/" + modelName, StringComparison.OrdinalIgnoreCase)
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|| Path.GetFileNameWithoutExtension(m.Name) == Path.GetFileNameWithoutExtension(modelName));
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}
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if (model is null)
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{
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return null;
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}
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try
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{
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// SwarmUI T2IModel exposes RawFilePath in recent builds.
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return model.RawFilePath;
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}
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catch
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{
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return null;
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}
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}
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static string CardPathForWeight(string weightPath)
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{
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if (string.IsNullOrWhiteSpace(weightPath))
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{
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return null;
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}
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string dir = Path.GetDirectoryName(weightPath);
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string stem = Path.GetFileNameWithoutExtension(weightPath);
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if (string.IsNullOrWhiteSpace(dir) || string.IsNullOrWhiteSpace(stem))
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{
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return null;
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}
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return Path.Combine(dir, $"{stem}.assistent.json");
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}
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static string SetNameForKind(string kind)
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{
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return (kind ?? "").Trim().ToLowerInvariant() switch
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{
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"lora" => "LoRA",
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"checkpoint" or "ckpt" or "stable-diffusion" => "Stable-Diffusion",
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_ => null,
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};
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}
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JObject ReadCardObject(string kind, string name)
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{
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string set = SetNameForKind(kind);
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string weight = ModelWeightPath(set, name);
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string card = CardPathForWeight(weight);
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if (card is null || !File.Exists(card))
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{
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return null;
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}
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try
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{
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return JObject.Parse(File.ReadAllText(card, Encoding.UTF8));
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}
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catch
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{
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return null;
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}
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}
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public async Task<JObject> AssistentGetCard(Session session, string kind, string name)
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{
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await Task.CompletedTask;
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if (string.IsNullOrWhiteSpace(kind) || string.IsNullOrWhiteSpace(name))
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{
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return new JObject { ["error"] = "kind and name required" };
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}
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JObject card = ReadCardObject(kind, name);
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string set = SetNameForKind(kind);
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string weight = ModelWeightPath(set, name);
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return new JObject
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{
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["success"] = true,
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["kind"] = kind,
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["name"] = name,
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["has_card"] = card is not null,
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["weight_path"] = weight,
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["card"] = card,
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};
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}
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public async Task<JObject> AssistentSaveCard(Session session, string kind, string name, JObject card, bool enqueue_wanted = false)
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{
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await Task.CompletedTask;
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if (card is null)
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{
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return new JObject { ["error"] = "card required" };
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}
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kind = (kind ?? card["kind"]?.ToString() ?? "").Trim();
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name = (name ?? card["name"]?.ToString() ?? "").Trim();
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if (string.IsNullOrWhiteSpace(kind) || string.IsNullOrWhiteSpace(name))
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{
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return new JObject { ["error"] = "kind and name required" };
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}
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card["kind"] = kind;
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card["name"] = name;
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string set = SetNameForKind(kind);
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string weight = ModelWeightPath(set, name);
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if (!string.IsNullOrWhiteSpace(weight) && File.Exists(weight))
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{
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string path = CardPathForWeight(weight);
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File.WriteAllText(path, card.ToString(Newtonsoft.Json.Formatting.Indented), Encoding.UTF8);
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_ = IngestCardToMemory(card, name);
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return new JObject { ["success"] = true, ["path"] = path, ["installed"] = true };
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}
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// Not installed — draft into wanted-cards + optionally enqueue download for next up.
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Directory.CreateDirectory(WantedCardsDir());
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string rawVid = card["version_id"]?.ToString() ?? "draft";
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string vid = Regex.IsMatch(rawVid, @"^\d+$") ? rawVid : "draft";
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string draft = Path.Combine(WantedCardsDir(), $"{vid}.assistent.json");
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File.WriteAllText(draft, card.ToString(Newtonsoft.Json.Formatting.Indented), Encoding.UTF8);
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if (enqueue_wanted || !string.IsNullOrWhiteSpace(card["civitai_url"]?.ToString()))
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{
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await AssistentEnqueueWanted(session, kind, card["civitai_url"]?.ToString(), card["version_id"]?.Value<int?>() ?? 0, card["title"]?.ToString() ?? name, card);
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}
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_ = IngestCardToMemory(card, name);
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return new JObject { ["success"] = true, ["path"] = draft, ["installed"] = false, ["wanted"] = true };
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}
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async Task IngestCardToMemory(JObject card, string name)
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{
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if (Memory is null || card is null)
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{
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return;
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}
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try
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{
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string kind = (card["kind"]?.ToString() ?? "lora").Trim().ToLowerInvariant();
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string key = (card["name"]?.ToString() ?? name ?? "").Trim();
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List<string> bits = [];
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foreach (string field in new[] { "when", "avoid", "prompt_hint", "notes" })
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{
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string v = card[field]?.ToString();
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if (!string.IsNullOrWhiteSpace(v))
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{
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bits.Add($"{field}: {v.Trim()}");
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}
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}
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if (card["triggers"] is JArray tr)
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{
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string joined = string.Join(", ", tr.Select(t => t?.ToString()).Where(s => !string.IsNullOrWhiteSpace(s)));
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if (!string.IsNullOrWhiteSpace(joined))
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{
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bits.Add("triggers: " + joined);
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}
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}
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if (bits.Count == 0 || string.IsNullOrWhiteSpace(key))
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{
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return;
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}
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string text = $"{kind} {key}. " + string.Join(" ", bits);
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string baseUrl = NormalizeBaseUrl(Config.LoadSettings()["base_url"]?.ToString());
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string embedModel = Config.LoadSettings()["embed_model"]?.ToString()
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?? Config.LoadAssistant(Config.DefaultPersonaId())["embed_model"]?.ToString();
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await Memory.UpsertTextAsync(baseUrl, "card", key, text, "user", card, embedModel, AssistentMemory.SharedPersona);
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}
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catch (Exception ex)
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{
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Logs.Debug($"IngestCardToMemory: {ex.Message}");
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}
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}
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public async Task<JObject> AssistentGetCardMeta(Session session, string kind, string name, int version_id = 0, bool fetch = false)
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{
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string set = SetNameForKind(kind);
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string weight = ModelWeightPath(set, name);
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JObject civitai = null;
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JArray exampleUrls = [];
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JArray previewUrls = [];
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bool hasSidecar = false;
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string fetchError = null;
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bool fetched = false;
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if (!string.IsNullOrWhiteSpace(weight))
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{
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string stem = Path.GetFileNameWithoutExtension(weight);
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string dir = Path.GetDirectoryName(weight);
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string side = Path.Combine(dir ?? "", $"{stem}.civitai.json");
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if (File.Exists(side))
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{
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hasSidecar = true;
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try
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{
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civitai = JObject.Parse(File.ReadAllText(side, Encoding.UTF8));
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}
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catch
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{
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// ignore
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}
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}
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foreach (string suffix in new[] { ".preview.jpg", ".preview.png", ".preview.jpeg", ".jpg", ".png", ".webp" })
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{
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string prev = Path.Combine(dir ?? "", stem + suffix);
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if (File.Exists(prev))
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{
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// Swarm View path — relative URL works in the same origin browser session.
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previewUrls.Add($"View/Models/{(kind == "lora" ? "Lora" : "Stable-Diffusion")}/{Path.GetFileName(prev)}");
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break;
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}
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}
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}
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if (civitai is not null)
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{
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if (version_id <= 0)
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{
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version_id = civitai["id"]?.Value<int?>() ?? 0;
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}
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CollectExampleUrls(civitai, exampleUrls);
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}
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string hash = null;
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string trigger = null;
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try
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{
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if (Program.T2IModelSets.TryGetValue(set, out T2IModelHandler h)
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&& (h.Models.TryGetValue(name, out T2IModel m)
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|| h.Models.TryGetValue(name.Replace('\\', '/'), out m)))
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{
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trigger = m.Metadata?.TriggerPhrase;
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hash = m.Metadata?.Hash;
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}
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}
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catch
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{
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// ignore
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}
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if (fetch && civitai is null)
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{
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string apiKey = session.User.GetGenericData("civitai_api", "key") ?? "";
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if (string.IsNullOrWhiteSpace(apiKey))
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{
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fetchError = "Civitai: нет ключа в User Settings";
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}
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else
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{
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try
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{
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JObject remote = null;
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if (version_id > 0)
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{
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remote = await FetchCivitaiModelVersion(apiKey, version_id);
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}
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if (remote is null && !string.IsNullOrWhiteSpace(hash))
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{
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string sha = hash.Trim().ToLowerInvariant();
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if (sha.StartsWith("sha256:"))
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{
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sha = sha["sha256:".Length..];
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}
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if (sha.Length == 64)
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{
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remote = await FetchCivitaiByHash(apiKey, sha);
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}
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else
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{
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fetchError ??= "Civitai: хеш модели не SHA256";
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}
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}
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if (remote is not null)
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{
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civitai = remote;
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fetched = true;
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version_id = remote["id"]?.Value<int?>() ?? version_id;
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CollectExampleUrls(remote, exampleUrls);
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if (!string.IsNullOrWhiteSpace(weight))
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{
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try
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{
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string stem = Path.GetFileNameWithoutExtension(weight);
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string dir = Path.GetDirectoryName(weight);
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string side = Path.Combine(dir ?? "", $"{stem}.civitai.json");
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File.WriteAllText(side, remote.ToString(Newtonsoft.Json.Formatting.Indented), Encoding.UTF8);
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hasSidecar = true;
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}
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catch (Exception ex)
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{
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Logs.Debug($"AssistentGetCardMeta write sidecar: {ex.Message}");
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}
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}
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}
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else if (fetchError is null)
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{
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fetchError = string.IsNullOrWhiteSpace(hash)
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? "Civitai: нет hash и version_id"
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: "Хеш не найден на Civitai";
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}
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}
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catch (Exception ex)
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{
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fetchError = $"Civitai: {ex.Message}";
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}
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}
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}
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JObject card = ReadCardObject(kind, name);
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return new JObject
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{
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["success"] = true,
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["kind"] = kind,
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["name"] = name,
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["version_id"] = version_id,
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["trigger_phrase"] = trigger,
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["has_card"] = card is not null,
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["has_sidecar"] = hasSidecar,
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["fetched"] = fetched,
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["fetch_error"] = fetchError,
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["card"] = card,
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["civitai"] = civitai,
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["example_urls"] = exampleUrls,
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["preview_urls"] = previewUrls,
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["weight_path"] = weight,
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["hash"] = hash,
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};
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}
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static void CollectExampleUrls(JObject civitai, JArray exampleUrls)
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{
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if (civitai?["images"] is not JArray imgs)
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{
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return;
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}
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foreach (JToken img in imgs.Take(6))
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{
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string u = img?["url"]?.ToString();
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if (!string.IsNullOrWhiteSpace(u))
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{
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exampleUrls.Add(u);
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}
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}
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}
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async Task<JObject> FetchCivitaiByHash(string apiKey, string sha)
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{
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string[] hosts = ["civitai.red", "civitai.com"];
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Exception last = null;
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foreach (string host in hosts)
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{
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try
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{
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string url = $"https://{host}/api/v1/model-versions/by-hash/{sha}";
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using HttpRequestMessage req = new(HttpMethod.Get, url);
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if (!string.IsNullOrWhiteSpace(apiKey))
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{
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req.Headers.Authorization = new AuthenticationHeaderValue("Bearer", apiKey.Trim());
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}
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using HttpResponseMessage resp = await HttpClient.SendAsync(req);
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string body = await resp.Content.ReadAsStringAsync();
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if (resp.StatusCode == System.Net.HttpStatusCode.NotFound)
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{
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continue;
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}
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if (!resp.IsSuccessStatusCode)
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{
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last = new Exception($"HTTP {(int)resp.StatusCode}: {Clip(body, 160)}");
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if ((int)resp.StatusCode is 401 or 403)
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{
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throw last;
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}
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continue;
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}
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return JObject.Parse(body);
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}
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catch (Exception ex) when (ex is not HttpRequestException && ex.Message.Contains("401"))
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{
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throw;
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}
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catch (Exception ex)
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{
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last = ex;
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}
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}
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if (last is not null)
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{
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throw last;
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}
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return null;
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}
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async Task<JObject> FetchCivitaiModelVersion(string apiKey, int versionId)
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{
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string[] hosts = ["civitai.red", "civitai.com"];
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Exception last = null;
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foreach (string host in hosts)
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{
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try
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{
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string url = $"https://{host}/api/v1/model-versions/{versionId}";
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using HttpRequestMessage req = new(HttpMethod.Get, url);
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if (!string.IsNullOrWhiteSpace(apiKey))
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{
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req.Headers.Authorization = new AuthenticationHeaderValue("Bearer", apiKey.Trim());
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}
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using HttpResponseMessage resp = await HttpClient.SendAsync(req);
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string body = await resp.Content.ReadAsStringAsync();
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if (!resp.IsSuccessStatusCode)
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{
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last = new Exception($"HTTP {(int)resp.StatusCode}: {Clip(body, 160)}");
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if ((int)resp.StatusCode is 401 or 403)
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{
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throw last;
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}
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continue;
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}
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return JObject.Parse(body);
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}
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catch (Exception ex)
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{
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last = ex;
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if (ex.Message.Contains("401") || ex.Message.Contains("403"))
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{
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throw;
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}
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}
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}
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if (last is not null)
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{
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throw last;
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}
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return null;
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}
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/// <summary>Server-side LoRA / checkpoint / wildcard inventory (not DOM scrape).
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/// Pass rescan=true after downloads so new files appear (calls Program.RefreshAllModelSets).</summary>
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public async Task<JObject> AssistentListInventory(Session session, bool rescan = false)
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{
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await Task.CompletedTask;
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if (rescan)
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{
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try
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{
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Program.RefreshAllModelSets();
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}
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catch (Exception ex)
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{
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Logs.Debug($"AssistentListInventory rescan: {ex.Message}");
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try
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{
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Program.ModelRefreshEvent?.Invoke();
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}
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catch (Exception ex2)
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{
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Logs.Debug($"AssistentListInventory ModelRefreshEvent: {ex2.Message}");
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}
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}
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}
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JArray loras = [];
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JArray checkpoints = [];
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JArray wildcards = [];
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if (Program.T2IModelSets.TryGetValue("LoRA", out T2IModelHandler loraHandler))
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{
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foreach (T2IModel model in loraHandler.Models.Values
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.OrderByDescending(m => LooksLikeKreaArch(m))
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.ThenBy(m => m.Name)
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.Take(CfgInt("max_loras_inventory", MaxLorasInInventoryFallback)))
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{
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loras.Add(BuildInventoryModelEntry(model, "lora"));
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}
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}
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if (Program.T2IModelSets.TryGetValue("Stable-Diffusion", out T2IModelHandler ckptHandler))
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{
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foreach (T2IModel model in ckptHandler.Models.Values
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.OrderByDescending(m => LooksLikeKreaArch(m))
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.ThenBy(m => m.Name)
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.Take(CfgInt("max_checkpoints_inventory", MaxCheckpointsInInventoryFallback)))
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{
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checkpoints.Add(BuildInventoryModelEntry(model, "checkpoint"));
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}
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}
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try
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{
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foreach (string name in WildcardsHelper.ListFiles.OrderBy(n => n).Take(CfgInt("max_wildcards_inventory", MaxWildcardsInInventoryFallback)))
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{
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wildcards.Add(new JObject { ["name"] = name });
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}
|
|
}
|
|
catch (Exception ex)
|
|
{
|
|
Logs.Debug($"AssistentListInventory wildcards: {ex.Message}");
|
|
}
|
|
|
|
bool hasCivitaiKey = !string.IsNullOrWhiteSpace(session.User.GetGenericData("civitai_api", "key"));
|
|
|
|
return new JObject
|
|
{
|
|
["success"] = true,
|
|
["loras"] = loras,
|
|
["checkpoints"] = checkpoints,
|
|
["wildcards"] = wildcards,
|
|
["has_civitai_key"] = hasCivitaiKey,
|
|
["rescanned"] = rescan,
|
|
["inventory_at"] = DateTimeOffset.UtcNow.ToUnixTimeSeconds(),
|
|
};
|
|
}
|
|
|
|
static bool LooksLikeKreaArch(T2IModel model)
|
|
{
|
|
string arch = model?.ModelClass?.ID ?? "";
|
|
string compat = model?.ModelClass?.CompatClass?.ID ?? "";
|
|
string name = model?.Name ?? "";
|
|
string blob = $"{arch} {compat} {name}".ToLowerInvariant();
|
|
return blob.Contains("krea");
|
|
}
|
|
|
|
JObject BuildInventoryModelEntry(T2IModel model, string kind)
|
|
{
|
|
string weight = null;
|
|
try { weight = model.RawFilePath; } catch { /* ignore */ }
|
|
string cardPath = CardPathForWeight(weight);
|
|
bool hasCard = !string.IsNullOrWhiteSpace(cardPath) && File.Exists(cardPath);
|
|
|
|
string usage = model.Metadata?.UsageHint;
|
|
string desc = model.Metadata?.Description;
|
|
try
|
|
{
|
|
if (string.IsNullOrWhiteSpace(desc) && !string.IsNullOrWhiteSpace(model.Description))
|
|
{
|
|
desc = model.Description;
|
|
}
|
|
}
|
|
catch
|
|
{
|
|
// older Swarm builds
|
|
}
|
|
|
|
string blurb = null;
|
|
if (hasCard)
|
|
{
|
|
try
|
|
{
|
|
JObject card = JObject.Parse(File.ReadAllText(cardPath, Encoding.UTF8));
|
|
string fromCard = (card["notes"] ?? card["when"] ?? card["prompt_hint"])?.ToString();
|
|
if (!string.IsNullOrWhiteSpace(fromCard))
|
|
{
|
|
blurb = Clip(fromCard.Trim(), CfgInt("inventory_blurb_max", InventoryBlurbMaxFallback));
|
|
}
|
|
}
|
|
catch
|
|
{
|
|
// ignore bad card json
|
|
}
|
|
}
|
|
if (string.IsNullOrWhiteSpace(blurb))
|
|
{
|
|
string raw = !string.IsNullOrWhiteSpace(usage) ? usage : desc;
|
|
if (!string.IsNullOrWhiteSpace(raw))
|
|
{
|
|
blurb = Clip(CollapseWs(raw), CfgInt("inventory_blurb_max", InventoryBlurbMaxFallback));
|
|
}
|
|
}
|
|
|
|
JArray tags = null;
|
|
if (model.Metadata?.Tags is { Length: > 0 } tagArr)
|
|
{
|
|
tags = new JArray(tagArr.Where(t => !string.IsNullOrWhiteSpace(t)).Take(8));
|
|
}
|
|
|
|
string trigger = model.Metadata?.TriggerPhrase;
|
|
JArray triggers = null;
|
|
if (!string.IsNullOrWhiteSpace(trigger))
|
|
{
|
|
triggers = new JArray(trigger.Split(new[] { ',', ';' }, StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries).Take(12));
|
|
}
|
|
|
|
JObject entry = new()
|
|
{
|
|
["name"] = model.Name,
|
|
["title"] = model.Metadata?.Title ?? model.Title ?? model.Name,
|
|
["kind"] = kind,
|
|
["trigger_phrase"] = trigger,
|
|
["architecture"] = model.ModelClass?.ID,
|
|
["compat_class"] = model.ModelClass?.CompatClass?.ID,
|
|
["hash"] = model.Metadata?.Hash ?? "",
|
|
["has_card"] = hasCard,
|
|
["krea_likely"] = LooksLikeKreaArch(model),
|
|
};
|
|
if (!string.IsNullOrWhiteSpace(weight))
|
|
{
|
|
string stem = Path.GetFileNameWithoutExtension(weight);
|
|
string dir = Path.GetDirectoryName(weight);
|
|
string side = Path.Combine(dir ?? "", $"{stem}.civitai.json");
|
|
entry["has_sidecar"] = File.Exists(side);
|
|
foreach (string suffix in new[] { ".preview.jpg", ".preview.png", ".preview.jpeg", ".jpg", ".png", ".webp" })
|
|
{
|
|
string prev = Path.Combine(dir ?? "", stem + suffix);
|
|
if (File.Exists(prev))
|
|
{
|
|
string folder = kind == "lora" ? "Lora" : "Stable-Diffusion";
|
|
entry["preview_url"] = $"View/Models/{folder}/{Path.GetFileName(prev)}";
|
|
break;
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
entry["has_sidecar"] = false;
|
|
}
|
|
if (triggers is not null && triggers.Count > 0)
|
|
{
|
|
entry["triggers"] = triggers;
|
|
}
|
|
if (!string.IsNullOrWhiteSpace(blurb))
|
|
{
|
|
entry["blurb"] = blurb;
|
|
}
|
|
if (!string.IsNullOrWhiteSpace(usage))
|
|
{
|
|
entry["usage_hint"] = Clip(CollapseWs(usage), 120);
|
|
}
|
|
if (tags is not null && tags.Count > 0)
|
|
{
|
|
entry["tags"] = tags;
|
|
}
|
|
string defW = model.Metadata?.LoraDefaultWeight;
|
|
if (!string.IsNullOrWhiteSpace(defW) && kind == "lora")
|
|
{
|
|
entry["default_weight"] = defW;
|
|
}
|
|
return entry;
|
|
}
|
|
|
|
/// <summary>Search Civitai for LoRAs (prefers Krea 2 base). Uses Swarm-stored civitai_api key.</summary>
|
|
public async Task<JObject> AssistentSearchCivitai(Session session, string query, int limit = 8)
|
|
{
|
|
string q = (query ?? "").Trim();
|
|
if (string.IsNullOrWhiteSpace(q))
|
|
{
|
|
return new JObject { ["error"] = "query is required" };
|
|
}
|
|
limit = Math.Clamp(limit, 1, 20);
|
|
string apiKey = session.User.GetGenericData("civitai_api", "key") ?? "";
|
|
HashSet<string> installedNames = CollectInstalledLoraNames();
|
|
HashSet<string> installedHashes = CollectInstalledLoraHashes();
|
|
|
|
string[] hosts = ["civitai.red", "civitai.com"];
|
|
Exception lastEx = null;
|
|
foreach (string host in hosts)
|
|
{
|
|
try
|
|
{
|
|
string url = $"https://{host}/api/v1/models?limit={limit}&types=LORA&query={Uri.EscapeDataString(q)}";
|
|
using HttpRequestMessage req = new(HttpMethod.Get, url);
|
|
if (!string.IsNullOrWhiteSpace(apiKey))
|
|
{
|
|
req.Headers.Authorization = new AuthenticationHeaderValue("Bearer", apiKey.Trim());
|
|
}
|
|
using HttpResponseMessage resp = await HttpClient.SendAsync(req);
|
|
string body = await resp.Content.ReadAsStringAsync();
|
|
if (!resp.IsSuccessStatusCode)
|
|
{
|
|
lastEx = new Exception($"HTTP {(int)resp.StatusCode}: {Clip(body, 200)}");
|
|
continue;
|
|
}
|
|
JObject parsed = JObject.Parse(body);
|
|
JArray items = parsed["items"] as JArray ?? [];
|
|
JArray results = [];
|
|
foreach (JToken item in items)
|
|
{
|
|
if (item is not JObject mo)
|
|
{
|
|
continue;
|
|
}
|
|
JObject card = BuildCivitaiCard(mo, installedNames, installedHashes);
|
|
if (card is not null)
|
|
{
|
|
results.Add(card);
|
|
}
|
|
}
|
|
// Prefer Krea-compatible first
|
|
JArray sorted = new(results.OrderByDescending(t => LooksLikeKrea(t["base_model"]?.ToString())).ThenBy(t => t["name"]?.ToString()));
|
|
return new JObject
|
|
{
|
|
["success"] = true,
|
|
["query"] = q,
|
|
["host"] = host,
|
|
["results"] = sorted,
|
|
["has_civitai_key"] = !string.IsNullOrWhiteSpace(apiKey),
|
|
};
|
|
}
|
|
catch (Exception ex)
|
|
{
|
|
lastEx = ex;
|
|
}
|
|
}
|
|
return new JObject { ["error"] = $"Civitai search failed: {lastEx?.Message ?? "unknown"}" };
|
|
}
|
|
|
|
static bool LooksLikeKrea(string text) => !string.IsNullOrEmpty(text) && Regex.IsMatch(text, @"krea", RegexOptions.IgnoreCase);
|
|
|
|
static HashSet<string> CollectInstalledLoraNames()
|
|
{
|
|
HashSet<string> names = new(StringComparer.OrdinalIgnoreCase);
|
|
if (!Program.T2IModelSets.TryGetValue("LoRA", out T2IModelHandler handler))
|
|
{
|
|
return names;
|
|
}
|
|
foreach (T2IModel m in handler.Models.Values)
|
|
{
|
|
names.Add(m.Name);
|
|
string leaf = m.Name.Replace('\\', '/').AfterLast('/');
|
|
if (!string.IsNullOrEmpty(leaf))
|
|
{
|
|
names.Add(leaf);
|
|
names.Add(Path.GetFileNameWithoutExtension(leaf));
|
|
}
|
|
}
|
|
return names;
|
|
}
|
|
|
|
static HashSet<string> CollectInstalledLoraHashes()
|
|
{
|
|
HashSet<string> hashes = new(StringComparer.OrdinalIgnoreCase);
|
|
if (!Program.T2IModelSets.TryGetValue("LoRA", out T2IModelHandler handler))
|
|
{
|
|
return hashes;
|
|
}
|
|
foreach (T2IModel m in handler.Models.Values)
|
|
{
|
|
string h = m.Metadata?.Hash;
|
|
if (!string.IsNullOrWhiteSpace(h))
|
|
{
|
|
hashes.Add(h.Trim().ToLowerInvariant());
|
|
}
|
|
}
|
|
return hashes;
|
|
}
|
|
|
|
static JObject BuildCivitaiCard(JObject model, HashSet<string> installedNames, HashSet<string> installedHashes)
|
|
{
|
|
string name = model["name"]?.ToString() ?? "";
|
|
JArray versions = model["modelVersions"] as JArray;
|
|
JObject ver = versions?.FirstOrDefault() as JObject;
|
|
if (ver is null)
|
|
{
|
|
return null;
|
|
}
|
|
string baseModel = ver["baseModel"]?.ToString() ?? "";
|
|
JArray trained = ver["trainedWords"] as JArray ?? [];
|
|
List<string> triggers = trained.Select(t => t?.ToString()).Where(s => !string.IsNullOrWhiteSpace(s)).Take(8).ToList();
|
|
JObject file = null;
|
|
foreach (JToken f in ver["files"] as JArray ?? [])
|
|
{
|
|
if (f is JObject fo && (fo["primary"]?.Value<bool>() == true || (fo["name"]?.ToString() ?? "").EndsWith(".safetensors", StringComparison.OrdinalIgnoreCase)))
|
|
{
|
|
file = fo;
|
|
break;
|
|
}
|
|
}
|
|
file ??= (ver["files"] as JArray)?.FirstOrDefault() as JObject;
|
|
string downloadUrl = file?["downloadUrl"]?.ToString() ?? ver["downloadUrl"]?.ToString() ?? "";
|
|
string fileName = file?["name"]?.ToString() ?? "";
|
|
string sha = file?["hashes"]?["SHA256"]?.ToString() ?? file?["hashes"]?["AutoV2"]?.ToString() ?? "";
|
|
string saveName = string.IsNullOrWhiteSpace(fileName)
|
|
? Regex.Replace(name, @"[^\w\-.]+", "_").Trim('_')
|
|
: Path.GetFileNameWithoutExtension(fileName);
|
|
|
|
bool already = false;
|
|
if (!string.IsNullOrWhiteSpace(sha) && installedHashes.Contains(sha.Trim().ToLowerInvariant()))
|
|
{
|
|
already = true;
|
|
}
|
|
else if (installedNames.Contains(saveName) || installedNames.Contains(name) || installedNames.Contains(fileName))
|
|
{
|
|
already = true;
|
|
}
|
|
|
|
return new JObject
|
|
{
|
|
["id"] = model["id"],
|
|
["version_id"] = ver["id"],
|
|
["name"] = name,
|
|
["base_model"] = baseModel,
|
|
["krea_likely"] = LooksLikeKrea(baseModel),
|
|
["triggers"] = new JArray(triggers),
|
|
["download_url"] = downloadUrl,
|
|
["file_name"] = saveName,
|
|
["sha256"] = sha,
|
|
["already_installed"] = already,
|
|
["n_sfw"] = model["nsfw"]?.Value<bool>() ?? false,
|
|
};
|
|
}
|
|
}
|