using BotSharp.Abstraction.VectorStorage.Models; namespace BotSharp.Plugin.KnowledgeBase.Services; public partial class KnowledgeService { public async Task UpdateVectorCollectionData(string collectionName, VectorUpdateModel update) { try { if (string.IsNullOrWhiteSpace(collectionName) || string.IsNullOrWhiteSpace(update.Text) || !Guid.TryParse(update.Id, out var guid)) { return false; } var textEmbedding = GetTextEmbedding(collectionName); var vector = await textEmbedding.GetVectorAsync(update.Text); var db = GetVectorDb(); return await db.Upsert(collectionName, guid, vector, update.Text, update.Payload); } catch (Exception ex) { _logger.LogWarning($"Error when updating vector collection data. {ex.Message}\r\n{ex.InnerException}"); return false; } } }