diff --git a/AccountManagement.Application.Contracts/Account/IAccountApplication.cs b/AccountManagement.Application.Contracts/Account/IAccountApplication.cs
index 3c31d726..ac21411b 100644
--- a/AccountManagement.Application.Contracts/Account/IAccountApplication.cs
+++ b/AccountManagement.Application.Contracts/Account/IAccountApplication.cs
@@ -66,4 +66,11 @@ public interface IAccountApplication
     public bool CheckExistClientAccount(string userName);
     List<AccountViewModel> GetAdminAccountsNew();
 
+    void CameraLogin(CameraLoginRequest request);
+}
+
+public class CameraLoginRequest
+{
+    public string UserName { get; set; }
+    public string Password { get; set; }
 }
\ No newline at end of file
diff --git a/AccountManagement.Application/AccountApplication.cs b/AccountManagement.Application/AccountApplication.cs
index 4204be40..74880b13 100644
--- a/AccountManagement.Application/AccountApplication.cs
+++ b/AccountManagement.Application/AccountApplication.cs
@@ -18,6 +18,7 @@ using Microsoft.AspNetCore.Mvc.Rendering;
 using static Microsoft.EntityFrameworkCore.DbLoggerCategory.Database;
 using Company.Domain.WorkshopAgg;
 using System.Security.Claims;
+using _0_Framework.Exceptions;
 using AccountManagement.Domain.PositionAgg;
 using AccountManagement.Domain.SubAccountAgg;
 using AccountManagement.Domain.SubAccountPermissionSubtitle1Agg;
@@ -803,4 +804,29 @@ public class AccountApplication : IAccountApplication
     {
         return _accountRepository.GetAdminAccountsNew();
     }
+
+    public void CameraLogin(CameraLoginRequest request)
+    {
+        var cameraAccount = _cameraAccountRepository.GetBy(request.UserName);
+
+        if (cameraAccount == null)
+        {
+            throw new BadRequestException(ApplicationMessages.WrongUserPass);
+        }
+
+        (bool Verified, bool NeedUpgrade) result = _passwordHasher.Check(cameraAccount.Password, request.Password);
+        
+        if (!result.Verified)
+            throw new BadRequestException(ApplicationMessages.WrongUserPass);
+
+        var mobile = string.IsNullOrWhiteSpace(cameraAccount.Mobile) ? " " : cameraAccount.Mobile;
+        
+        var authViewModel = new CameraAuthViewModel(cameraAccount.id, cameraAccount.WorkshopId,
+            cameraAccount.Username, mobile, cameraAccount.WorkshopName, cameraAccount.AccountId,
+            cameraAccount.IsActiveSting);
+        if (cameraAccount.IsActiveSting != "true")
+            throw new BadRequestException(ApplicationMessages.WrongUserPass);
+
+        _authHelper.CameraSignIn(authViewModel);
+    }
 }
\ No newline at end of file
diff --git a/Company.Domain/EmployeeFaceEmbeddingAgg/EmployeeFaceEmbedding.cs b/Company.Domain/EmployeeFaceEmbeddingAgg/EmployeeFaceEmbedding.cs
new file mode 100644
index 00000000..d38fc151
--- /dev/null
+++ b/Company.Domain/EmployeeFaceEmbeddingAgg/EmployeeFaceEmbedding.cs
@@ -0,0 +1,189 @@
+using System;
+using System.Collections.Generic;
+using MongoDB.Bson;
+using MongoDB.Bson.Serialization.Attributes;
+
+namespace Company.Domain.EmployeeFaceEmbeddingAgg;
+
+public class EmployeeFaceEmbedding
+    {
+        public EmployeeFaceEmbedding()
+        {
+            EmbeddingHistory = new List<EmbeddingHistoryItem>();
+            MetadataHistory = new List<MetadataHistoryItem>();
+        }
+
+        public EmployeeFaceEmbedding(string employeeFullName, long employeeId, long workshopId, 
+            List<double> embeddings, EmployeeFaceEmbeddingMetadata metadata)
+        {
+            Id = Guid.NewGuid().ToString();
+            EmployeeFullName = employeeFullName;
+            EmployeeId = employeeId;
+            WorkshopId = workshopId;
+            Embeddings = embeddings;
+            Metadata = metadata;
+            EmbeddingHistory = new List<EmbeddingHistoryItem>();
+            MetadataHistory = new List<MetadataHistoryItem>();
+            CreatedAt = DateTime.UtcNow;
+            UpdatedAt = DateTime.UtcNow;
+        }
+
+        [BsonId]
+        [BsonRepresentation(BsonType.String)]
+        public string Id { get; set; }
+
+        [BsonElement("employeeFullName")]
+        public string EmployeeFullName { get; set; }
+        
+        [BsonElement("employeeId")]
+        public long EmployeeId { get; set; }
+        
+        [BsonElement("workshopId")]
+        public long WorkshopId { get; set; }
+
+        [BsonElement("embeddings")]
+        public List<double> Embeddings { get; set; }
+        
+        [BsonElement("metadata")]
+        public EmployeeFaceEmbeddingMetadata Metadata { get; set; }
+
+        [BsonElement("embeddingHistory")]
+        public List<EmbeddingHistoryItem> EmbeddingHistory { get; set; }
+        
+        [BsonElement("metadataHistory")]
+        public List<MetadataHistoryItem> MetadataHistory { get; set; }
+
+        [BsonElement("createdAt")]
+        public DateTime CreatedAt { get; set; }
+        
+        [BsonElement("updatedAt")]
+        public DateTime UpdatedAt { get; set; }
+
+        public void UpdateEmbedding(List<double> newEmbedding, double confidence, double refinementPercentage)
+        {
+            if (Embeddings != null)
+            {
+                EmbeddingHistory.Add(new EmbeddingHistoryItem
+                {
+                    Embedding = new List<double>(Embeddings),
+                    Timestamp = DateTime.UtcNow,
+                    Confidence = confidence,
+                    RefinementPercentage = refinementPercentage
+                });
+            }
+
+            Embeddings = newEmbedding;
+            UpdatedAt = DateTime.UtcNow;
+        }
+
+        public void UpdateMetadata(EmployeeFaceEmbeddingMetadata newMetadata, double confidence, double refinementPercentage)
+        {
+            if (Metadata != null)
+            {
+                MetadataHistory.Add(new MetadataHistoryItem
+                {
+                    Metadata = Metadata,
+                    Timestamp = DateTime.UtcNow,
+                    Confidence = confidence,
+                    RefinementPercentage = refinementPercentage
+                });
+            }
+
+            Metadata = newMetadata;
+            UpdatedAt = DateTime.UtcNow;
+        }
+
+        public void UpdateEmployeeInfo(string employeeFullName, long workshopId)
+        {
+            EmployeeFullName = employeeFullName;
+            WorkshopId = workshopId;
+            UpdatedAt = DateTime.UtcNow;
+        }
+    }
+
+    public class EmployeeFaceEmbeddingMetadata
+    {
+        [BsonElement("avg_eye_distance_normalized")]
+        public double AvgEyeDistanceNormalized { get; set; }
+
+        [BsonElement("avg_eye_to_face_ratio")]
+        public double AvgEyeToFaceRatio { get; set; }
+
+        [BsonElement("avg_face_aspect_ratio")]
+        public double AvgFaceAspectRatio { get; set; }
+
+        [BsonElement("avg_detection_confidence")]
+        public double AvgDetectionConfidence { get; set; }
+
+        [BsonElement("avg_keypoints_normalized")]
+        public EmployeeFaceEmbeddingKeypoints AvgKeypointsNormalized { get; set; }
+
+        [BsonElement("per_image_metadata")]
+        public List<ImageMetadata> PerImageMetadata { get; set; }
+    }
+
+    public class EmployeeFaceEmbeddingKeypoints
+    {
+        [BsonElement("left_eye")]
+        public double[] LeftEye { get; set; }
+
+        [BsonElement("right_eye")]
+        public double[] RightEye { get; set; }
+
+        [BsonElement("nose")]
+        public double[] Nose { get; set; }
+
+        [BsonElement("mouth_left")]
+        public double[] MouthLeft { get; set; }
+
+        [BsonElement("mouth_right")]
+        public double[] MouthRight { get; set; }
+    }
+
+    public class ImageMetadata
+    {
+        [BsonElement("face_aspect_ratio")]
+        public double FaceAspectRatio { get; set; }
+
+        [BsonElement("eye_distance_normalized")]
+        public double EyeDistanceNormalized { get; set; }
+
+        [BsonElement("eye_to_face_ratio")]
+        public double EyeToFaceRatio { get; set; }
+
+        [BsonElement("detection_confidence")]
+        public double DetectionConfidence { get; set; }
+
+        [BsonElement("keypoints_normalized")]
+        public EmployeeFaceEmbeddingKeypoints KeypointsNormalized { get; set; }
+    }
+
+    public class EmbeddingHistoryItem
+    {
+        [BsonElement("embedding")]
+        public List<double> Embedding { get; set; }
+
+        [BsonElement("timestamp")]
+        public DateTime Timestamp { get; set; }
+
+        [BsonElement("confidence")]
+        public double Confidence { get; set; }
+
+        [BsonElement("refinementPercentage")]
+        public double RefinementPercentage { get; set; }
+    }
+
+    public class MetadataHistoryItem
+    {
+        [BsonElement("metadata")]
+        public EmployeeFaceEmbeddingMetadata Metadata { get; set; }
+
+        [BsonElement("timestamp")]
+        public DateTime Timestamp { get; set; }
+
+        [BsonElement("confidence")]
+        public double Confidence { get; set; }
+
+        [BsonElement("refinementPercentage")]
+        public double RefinementPercentage { get; set; }
+    }
\ No newline at end of file
diff --git a/Company.Domain/EmployeeFaceEmbeddingAgg/IEmployeeFaceEmbeddingRepository.cs b/Company.Domain/EmployeeFaceEmbeddingAgg/IEmployeeFaceEmbeddingRepository.cs
new file mode 100644
index 00000000..f2b6e470
--- /dev/null
+++ b/Company.Domain/EmployeeFaceEmbeddingAgg/IEmployeeFaceEmbeddingRepository.cs
@@ -0,0 +1,15 @@
+using System.Collections.Generic;
+using System.Threading.Tasks;
+
+namespace Company.Domain.EmployeeFaceEmbeddingAgg;
+
+public interface IEmployeeFaceEmbeddingRepository
+{
+    Task CreateAsync(EmployeeFaceEmbedding employeeFaceEmbedding);
+    Task UpdateAsync(EmployeeFaceEmbedding employeeFaceEmbedding);
+    Task<EmployeeFaceEmbedding> GetByIdAsync(string id);
+    Task<EmployeeFaceEmbedding> GetByEmployeeIdAsync(long employeeId);
+    Task<List<EmployeeFaceEmbedding>> GetByWorkshopIdAsync(long workshopId);
+    Task<List<EmployeeFaceEmbedding>> GetByWorkshopIdsAsync(List<long> workshopIds);
+    Task DeleteAsync(string id);
+}
\ No newline at end of file
diff --git a/CompanyManagement.Infrastructure.Mongo/EmployeeFaceEmbeddingRepo/EmployeeFaceEmbeddingRepository.cs b/CompanyManagement.Infrastructure.Mongo/EmployeeFaceEmbeddingRepo/EmployeeFaceEmbeddingRepository.cs
new file mode 100644
index 00000000..e2abc255
--- /dev/null
+++ b/CompanyManagement.Infrastructure.Mongo/EmployeeFaceEmbeddingRepo/EmployeeFaceEmbeddingRepository.cs
@@ -0,0 +1,60 @@
+using Company.Domain.EmployeeFaceEmbeddingAgg;
+using MongoDB.Driver;
+
+namespace CompanyManagement.Infrastructure.Mongo.EmployeeFaceEmbeddingRepo;
+
+public class EmployeeFaceEmbeddingRepository : IEmployeeFaceEmbeddingRepository
+{
+    private readonly IMongoCollection<EmployeeFaceEmbedding> _employeeFaceEmbeddings;
+
+    public EmployeeFaceEmbeddingRepository(IMongoDatabase database)
+    {
+        _employeeFaceEmbeddings = database.GetCollection<EmployeeFaceEmbedding>("EmployeeFaces");
+    }
+
+    public async Task CreateAsync(EmployeeFaceEmbedding employeeFaceEmbedding)
+    {
+        await _employeeFaceEmbeddings.InsertOneAsync(employeeFaceEmbedding);
+    }
+
+    public async Task UpdateAsync(EmployeeFaceEmbedding employeeFaceEmbedding)
+    {
+        await _employeeFaceEmbeddings.ReplaceOneAsync(
+            x => x.Id == employeeFaceEmbedding.Id, 
+            employeeFaceEmbedding);
+    }
+
+    public async Task<EmployeeFaceEmbedding> GetByIdAsync(string id)
+    {
+        return await _employeeFaceEmbeddings
+            .Find(x => x.Id == id)
+            .FirstOrDefaultAsync();
+    }
+
+    public async Task<EmployeeFaceEmbedding> GetByEmployeeIdAsync(long employeeId)
+    {
+        return await _employeeFaceEmbeddings
+            .Find(x => x.EmployeeId == employeeId)
+            .FirstOrDefaultAsync();
+    }
+
+    public async Task<List<EmployeeFaceEmbedding>> GetByWorkshopIdAsync(long workshopId)
+    {
+        return await _employeeFaceEmbeddings
+            .Find(x => x.WorkshopId == workshopId)
+            .ToListAsync();
+    }
+
+    public async Task<List<EmployeeFaceEmbedding>> GetByWorkshopIdsAsync(List<long> workshopIds)
+    {
+        return await _employeeFaceEmbeddings
+            .Find(x => workshopIds.First()==x.WorkshopId)
+            .ToListAsync();
+    }
+
+    public async Task DeleteAsync(string id)
+    {
+        await _employeeFaceEmbeddings.DeleteOneAsync(x => x.Id == id);
+    }
+}
+
diff --git a/CompanyManagment.App.Contracts/EmployeeFaceEmbedding/EmployeeFaceEmbeddingDto.cs b/CompanyManagment.App.Contracts/EmployeeFaceEmbedding/EmployeeFaceEmbeddingDto.cs
new file mode 100644
index 00000000..7261a94c
--- /dev/null
+++ b/CompanyManagment.App.Contracts/EmployeeFaceEmbedding/EmployeeFaceEmbeddingDto.cs
@@ -0,0 +1,14 @@
+using System.Collections.Generic;
+
+namespace CompanyManagment.App.Contracts.EmployeeFaceEmbedding;
+
+public class EmployeeFaceEmbeddingDto
+{
+    public string Id { get; set; }
+    public string EmployeeFullName { get; set; }
+    public long EmployeeId { get; set; }
+    public long WorkshopId { get; set; }
+    public List<double> Embeddings { get; set; }
+    public EmployeeFaceEmbeddingMetadataDto Metadata { get; set; }
+}
+
diff --git a/CompanyManagment.App.Contracts/EmployeeFaceEmbedding/EmployeeFaceEmbeddingDtos.cs b/CompanyManagment.App.Contracts/EmployeeFaceEmbedding/EmployeeFaceEmbeddingDtos.cs
new file mode 100644
index 00000000..3b641375
--- /dev/null
+++ b/CompanyManagment.App.Contracts/EmployeeFaceEmbedding/EmployeeFaceEmbeddingDtos.cs
@@ -0,0 +1,49 @@
+using System;
+using System.Collections.Generic;
+
+namespace CompanyManagment.App.Contracts.EmployeeFaceEmbedding;
+
+public class EmployeeFaceEmbeddingMetadataDto
+{
+    public double AvgEyeDistanceNormalized { get; set; }
+    public double AvgEyeToFaceRatio { get; set; }
+    public double AvgFaceAspectRatio { get; set; }
+    public double AvgDetectionConfidence { get; set; }
+    public EmployeeFaceEmbeddingKeypointsDto AvgKeypointsNormalized { get; set; }
+    public List<ImageMetadataDto> PerImageMetadata { get; set; }
+}
+
+public class EmployeeFaceEmbeddingKeypointsDto
+{
+    public double[] LeftEye { get; set; }
+    public double[] RightEye { get; set; }
+    public double[] Nose { get; set; }
+    public double[] MouthLeft { get; set; }
+    public double[] MouthRight { get; set; }
+}
+
+public class ImageMetadataDto
+{
+    public double FaceAspectRatio { get; set; }
+    public double EyeDistanceNormalized { get; set; }
+    public double EyeToFaceRatio { get; set; }
+    public double DetectionConfidence { get; set; }
+    public EmployeeFaceEmbeddingKeypointsDto KeypointsNormalized { get; set; }
+}
+
+public class EmbeddingHistoryItemDto
+{
+    public List<double> Embedding { get; set; }
+    public DateTime Timestamp { get; set; }
+    public double Confidence { get; set; }
+    public double RefinementPercentage { get; set; }
+}
+
+public class MetadataHistoryItemDto
+{
+    public EmployeeFaceEmbeddingMetadataDto Metadata { get; set; }
+    public DateTime Timestamp { get; set; }
+    public double Confidence { get; set; }
+    public double RefinementPercentage { get; set; }
+}
+
diff --git a/CompanyManagment.App.Contracts/EmployeeFaceEmbedding/IEmployeeFaceEmbeddingApplication.cs b/CompanyManagment.App.Contracts/EmployeeFaceEmbedding/IEmployeeFaceEmbeddingApplication.cs
new file mode 100644
index 00000000..b2d42da6
--- /dev/null
+++ b/CompanyManagment.App.Contracts/EmployeeFaceEmbedding/IEmployeeFaceEmbeddingApplication.cs
@@ -0,0 +1,43 @@
+using System.Collections.Generic;
+using System.Threading.Tasks;
+
+namespace CompanyManagment.App.Contracts.EmployeeFaceEmbedding;
+
+/// <summary>
+/// سرویس مدیریت Embedding چهره کارکنان
+/// این سرویس فقط برای دریافت و ارسال داده است و هیچ command-driven نیست
+/// </summary>
+public interface IEmployeeFaceEmbeddingApplication
+{
+    /// <summary>
+    /// دریافت embedding بر اساس شناسه
+    /// </summary>
+    Task<EmployeeFaceEmbeddingDto> GetByIdAsync(string id);
+
+    /// <summary>
+    /// دریافت embedding بر اساس شناسه کارمند
+    /// </summary>
+    Task<EmployeeFaceEmbeddingDto> GetByEmployeeIdAsync(long employeeId);
+
+    /// <summary>
+    /// دریافت لیست embeddings بر اساس شناسه کارگاه
+    /// </summary>
+    Task<List<EmployeeFaceEmbeddingDto>> GetByWorkshopIdAsync(long workshopId);
+
+    /// <summary>
+    /// دریافت لیست embeddings بر اساس لیست شناسه کارگاه‌ها
+    /// </summary>
+    Task<List<EmployeeFaceEmbeddingDto>> GetByWorkshopIdsAsync(List<long> workshopIds);
+
+    /// <summary>
+    /// ذخیره یا به‌روزرسانی embedding
+    /// اگر Id وجود داشته باشد، به‌روزرسانی می‌شود، در غیر این صورت ایجاد می‌شود
+    /// </summary>
+    Task<string> SaveAsync(EmployeeFaceEmbeddingDto dto);
+
+    /// <summary>
+    /// حذف embedding
+    /// </summary>
+    Task DeleteAsync(string id);
+}
+
diff --git a/CompanyManagment.Application/EmployeeFaceEmbeddingApplication.cs b/CompanyManagment.Application/EmployeeFaceEmbeddingApplication.cs
new file mode 100644
index 00000000..ad7e14a0
--- /dev/null
+++ b/CompanyManagment.Application/EmployeeFaceEmbeddingApplication.cs
@@ -0,0 +1,170 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Threading.Tasks;
+using Company.Domain.EmployeeFaceEmbeddingAgg;
+using CompanyManagment.App.Contracts.EmployeeFaceEmbedding;
+
+namespace CompanyManagment.Application;
+
+public class EmployeeFaceEmbeddingApplication : IEmployeeFaceEmbeddingApplication
+{
+    private readonly IEmployeeFaceEmbeddingRepository _repository;
+
+    public EmployeeFaceEmbeddingApplication(IEmployeeFaceEmbeddingRepository repository)
+    {
+        _repository = repository;
+    }
+
+    public async Task<EmployeeFaceEmbeddingDto> GetByIdAsync(string id)
+    {
+        var entity = await _repository.GetByIdAsync(id);
+        return entity == null ? null : MapToDto(entity);
+    }
+
+    public async Task<EmployeeFaceEmbeddingDto> GetByEmployeeIdAsync(long employeeId)
+    {
+        var entity = await _repository.GetByEmployeeIdAsync(employeeId);
+        return entity == null ? null : MapToDto(entity);
+    }
+
+    public async Task<List<EmployeeFaceEmbeddingDto>> GetByWorkshopIdAsync(long workshopId)
+    {
+        var entities = await _repository.GetByWorkshopIdAsync(workshopId);
+        return entities.Select(MapToDto).ToList();
+    }
+
+    public async Task<List<EmployeeFaceEmbeddingDto>> GetByWorkshopIdsAsync(List<long> workshopIds)
+    {
+        var entities = await _repository.GetByWorkshopIdsAsync(workshopIds);
+        return entities.Select(MapToDto).ToList();
+    }
+
+    public async Task<string> SaveAsync(EmployeeFaceEmbeddingDto dto)
+    {
+        if (string.IsNullOrWhiteSpace(dto.Id))
+        {
+            // ایجاد جدید
+            var metadata = MapMetadataFromDto(dto.Metadata);
+            var entity = new EmployeeFaceEmbedding(
+                dto.EmployeeFullName,
+                dto.EmployeeId,
+                dto.WorkshopId,
+                dto.Embeddings,
+                metadata
+            );
+
+            await _repository.CreateAsync(entity);
+            return entity.Id;
+        }
+        else
+        {
+            // به‌روزرسانی
+            var entity = await _repository.GetByIdAsync(dto.Id);
+            if (entity == null)
+                throw new Exception($"EmployeeFaceEmbedding با شناسه {dto.Id} یافت نشد");
+
+            entity.UpdateEmployeeInfo(dto.EmployeeFullName, dto.WorkshopId);
+            entity.UpdateEmbedding(dto.Embeddings, 0, 0);
+            entity.UpdateMetadata(MapMetadataFromDto(dto.Metadata), 0, 0);
+
+            await _repository.UpdateAsync(entity);
+            return entity.Id;
+        }
+    }
+
+    public async Task DeleteAsync(string id)
+    {
+        await _repository.DeleteAsync(id);
+    }
+
+    #region Mapping Methods
+
+    private EmployeeFaceEmbeddingDto MapToDto(EmployeeFaceEmbedding entity)
+    {
+        return new EmployeeFaceEmbeddingDto
+        {
+            Id = entity.Id,
+            EmployeeFullName = entity.EmployeeFullName,
+            EmployeeId = entity.EmployeeId,
+            WorkshopId = entity.WorkshopId,
+            Embeddings = entity.Embeddings,
+            Metadata = MapMetadataToDto(entity.Metadata)
+        };
+    }
+
+    private EmployeeFaceEmbeddingMetadataDto MapMetadataToDto(EmployeeFaceEmbeddingMetadata metadata)
+    {
+        if (metadata == null) return null;
+
+        return new EmployeeFaceEmbeddingMetadataDto
+        {
+            AvgEyeDistanceNormalized = metadata.AvgEyeDistanceNormalized,
+            AvgEyeToFaceRatio = metadata.AvgEyeToFaceRatio,
+            AvgFaceAspectRatio = metadata.AvgFaceAspectRatio,
+            AvgDetectionConfidence = metadata.AvgDetectionConfidence,
+            AvgKeypointsNormalized = MapKeypointsToDto(metadata.AvgKeypointsNormalized),
+            PerImageMetadata = metadata.PerImageMetadata?.Select(x => new ImageMetadataDto
+            {
+                FaceAspectRatio = x.FaceAspectRatio,
+                EyeDistanceNormalized = x.EyeDistanceNormalized,
+                EyeToFaceRatio = x.EyeToFaceRatio,
+                DetectionConfidence = x.DetectionConfidence,
+                KeypointsNormalized = MapKeypointsToDto(x.KeypointsNormalized)
+            }).ToList()
+        };
+    }
+
+    private EmployeeFaceEmbeddingKeypointsDto MapKeypointsToDto(EmployeeFaceEmbeddingKeypoints keypoints)
+    {
+        if (keypoints == null) return null;
+
+        return new EmployeeFaceEmbeddingKeypointsDto
+        {
+            LeftEye = keypoints.LeftEye,
+            RightEye = keypoints.RightEye,
+            Nose = keypoints.Nose,
+            MouthLeft = keypoints.MouthLeft,
+            MouthRight = keypoints.MouthRight
+        };
+    }
+
+    private EmployeeFaceEmbeddingMetadata MapMetadataFromDto(EmployeeFaceEmbeddingMetadataDto dto)
+    {
+        if (dto == null) return null;
+
+        return new EmployeeFaceEmbeddingMetadata
+        {
+            AvgEyeDistanceNormalized = dto.AvgEyeDistanceNormalized,
+            AvgEyeToFaceRatio = dto.AvgEyeToFaceRatio,
+            AvgFaceAspectRatio = dto.AvgFaceAspectRatio,
+            AvgDetectionConfidence = dto.AvgDetectionConfidence,
+            AvgKeypointsNormalized = MapKeypointsFromDto(dto.AvgKeypointsNormalized),
+            PerImageMetadata = dto.PerImageMetadata?.Select(x => new ImageMetadata
+            {
+                FaceAspectRatio = x.FaceAspectRatio,
+                EyeDistanceNormalized = x.EyeDistanceNormalized,
+                EyeToFaceRatio = x.EyeToFaceRatio,
+                DetectionConfidence = x.DetectionConfidence,
+                KeypointsNormalized = MapKeypointsFromDto(x.KeypointsNormalized)
+            }).ToList()
+        };
+    }
+
+    private EmployeeFaceEmbeddingKeypoints MapKeypointsFromDto(EmployeeFaceEmbeddingKeypointsDto dto)
+    {
+        if (dto == null) return null;
+
+        return new EmployeeFaceEmbeddingKeypoints
+        {
+            LeftEye = dto.LeftEye,
+            RightEye = dto.RightEye,
+            Nose = dto.Nose,
+            MouthLeft = dto.MouthLeft,
+            MouthRight = dto.MouthRight
+        };
+    }
+
+    #endregion
+}
+
diff --git a/PersonalContractingParty.Config/PersonalBootstrapper.cs b/PersonalContractingParty.Config/PersonalBootstrapper.cs
index a25e7305..ca6cdfc1 100644
--- a/PersonalContractingParty.Config/PersonalBootstrapper.cs
+++ b/PersonalContractingParty.Config/PersonalBootstrapper.cs
@@ -220,9 +220,12 @@ using CompanyManagment.App.Contracts.PaymentInstrument;
 using CompanyManagment.App.Contracts.PaymentTransaction;
 using CompanyManagment.App.Contracts.AuthorizedPerson;
 using Company.Domain.AuthorizedPersonAgg;
+using Company.Domain.EmployeeFaceEmbeddingAgg;
 using Company.Domain.InstitutionContractExtensionTempAgg;
 using Company.Domain.LawAgg;
+using CompanyManagement.Infrastructure.Mongo.EmployeeFaceEmbeddingRepo;
 using CompanyManagement.Infrastructure.Mongo.InstitutionContractInsertTempRepo;
+using CompanyManagment.App.Contracts.EmployeeFaceEmbedding;
 using CompanyManagment.App.Contracts.Law;
 using CompanyManagment.EFCore.Repository;
 
@@ -479,6 +482,10 @@ public class PersonalBootstrapper
 
         services
             .AddTransient<IInstitutionContractExtenstionTempRepository, InstitutionContractExtenstionTempRepository>();
+        
+        services.AddTransient<IEmployeeFaceEmbeddingRepository, EmployeeFaceEmbeddingRepository>();
+        services.AddTransient<IEmployeeFaceEmbeddingApplication, EmployeeFaceEmbeddingApplication>();
+        
         #endregion
 
         #region Pooya
diff --git a/ServiceHost/Areas/AdminNew/Pages/Company/AndroidApk/Index.cshtml.cs b/ServiceHost/Areas/AdminNew/Pages/Company/AndroidApk/Index.cshtml.cs
index 7b43065a..2a6795e7 100644
--- a/ServiceHost/Areas/AdminNew/Pages/Company/AndroidApk/Index.cshtml.cs
+++ b/ServiceHost/Areas/AdminNew/Pages/Company/AndroidApk/Index.cshtml.cs
@@ -63,7 +63,7 @@ namespace ServiceHost.Areas.AdminNew.Pages.Company.AndroidApk
         }
 
 
-        public IActionResult OnPostShiftDate()
+        public async Task<IActionResult> OnPostShiftDate()
         {
             //var startRollCall = new DateTime(2025, 2, 19);
             //var rollCalls = _context.RollCalls.Where(x => x.ShiftDate >= startRollCall);
@@ -73,12 +73,94 @@ namespace ServiceHost.Areas.AdminNew.Pages.Company.AndroidApk
             //var notEndedRollCalls = rollCalls.Where(x => x.EndDate == null).ToList();
             //RefactorAllTheRollCallsOnEsfand(endedRollCalls, notEndedRollCalls);
             //CreateRewardForKebabMahdi().GetAwaiter().GetResult();
-            SetEntityIdForCheckoutValues();
-            SetEntityIdForCheckoutValuesTemp();
+            // SetEntityIdForCheckoutValues();
+            // SetEntityIdForCheckoutValuesTemp();
+            await CreateDadmehrWorkshopFaceEmbedding();
             ViewData["message"] = "ایجاد شد";
             return Page();
         }
 
+        private async System.Threading.Tasks.Task CreateDadmehrWorkshopFaceEmbedding()
+        {
+            var basePath = Path.Combine(Directory.GetCurrentDirectory(), "wwwroot", "faces");
+
+            if (!Directory.Exists(basePath))
+            {
+                ViewData["message"] = "مسیر پوشه یافت نشد";
+                return;
+            }
+
+            var directories = Directory.GetDirectories(basePath);
+
+            var client = new HttpClient();
+
+            foreach (var mainDirectory in directories)
+            {
+                var subDirectories = Directory.GetDirectories(mainDirectory);
+                foreach (var directory in subDirectories)
+                {
+                    var directoryName = Path.GetFileName(directory);
+
+                    var employee = await _context.Employees
+                        .FirstOrDefaultAsync(x => x.id == Convert.ToInt64(directoryName));
+                    var fullname = employee != null ? employee.FullName : "نامشخص";
+
+                    var imageFiles = Directory.GetFiles(directory, "*.*")
+                        .Take(2)
+                        .ToArray();
+
+                    if (imageFiles.Length < 2)
+                    {
+                        Console.WriteLine($"تعداد تصاویر کافی برای {directoryName} وجود ندارد");
+                        continue;
+                    }
+
+                    using var formData = new MultipartFormDataContent();
+                    formData.Add(new StringContent(directoryName), "employee_id");
+                    formData.Add(new StringContent("11"), "workshop_id");
+                    formData.Add(new StringContent(fullname), "employee_full_name");
+
+                    FileStream file1Stream = null;
+                    FileStream file2Stream = null;
+
+                    try
+                    {
+                        // ارسال فایل اول
+                        file1Stream = new FileStream(imageFiles[0], FileMode.Open, FileAccess.Read);
+                        var file1Content = new StreamContent(file1Stream);
+                        file1Content.Headers.ContentType =
+                            new System.Net.Http.Headers.MediaTypeHeaderValue("image/jpeg");
+                        formData.Add(file1Content, "picture1", Path.GetFileName(imageFiles[0]));
+
+                        // ارسال فایل دوم
+                        file2Stream = new FileStream(imageFiles[1], FileMode.Open, FileAccess.Read);
+                        var file2Content = new StreamContent(file2Stream);
+                        file2Content.Headers.ContentType =
+                            new System.Net.Http.Headers.MediaTypeHeaderValue("image/jpeg");
+                        formData.Add(file2Content, "picture2", Path.GetFileName(imageFiles[1]));
+
+                        var response = await client.PostAsync("http://127.0.0.1:8000/embeddings", formData);
+
+                        if (response.IsSuccessStatusCode)
+                        {
+                            var result = await response.Content.ReadAsStringAsync();
+                            Console.WriteLine($"✓ {directoryName}: {result}");
+                        }
+                        else
+                        {
+                            var error = await response.Content.ReadAsStringAsync();
+                            Console.WriteLine($"✗ {directoryName}: {response.StatusCode} - {error}");
+                        }
+                    }
+                    finally
+                    {
+                        file1Stream?.Dispose();
+                        file2Stream?.Dispose();
+                    }
+                }
+            }
+        }
+
         public IActionResult OnPostShiftDateNew()
         {
             var startRollCall = new DateTime(2025, 4, 21);
@@ -695,7 +777,7 @@ namespace ServiceHost.Areas.AdminNew.Pages.Company.AndroidApk
                 //TODO: set data for institution price
                 var workshops = item.contractingParty.Employers
                     .SelectMany(e => e.WorkshopEmployers.Select(we => we.Workshop)).ToList()
-                    .DistinctBy(x=>x.id).ToList();
+                    .DistinctBy(x => x.id).ToList();
 
                 var initialWorkshop = workshops
                     .Select(w =>
@@ -750,56 +832,56 @@ namespace ServiceHost.Areas.AdminNew.Pages.Company.AndroidApk
 
                 //var oneMonthSum = current.Sum(x => x.Price);
                 item.contract.SetWorkshopGroup(group);
-               // var totalPaymentAndWorkshopList = await _clientRegistrationApplication.GetTotalPaymentAndWorkshopList(oneMonthSum,duration: InstitutionContractDuration.TwelveMonths,false);
-            //    item.contract.SetAmount(totalPaymentAndWorkshopList.OneTimeTotalPaymentStr.MoneyToDouble(),
-              //      totalPaymentAndWorkshopList.OneTimeValueAddedTaxStr.MoneyToDouble(),totalPaymentAndWorkshopList.DiscountedAmountForOneMonth.MoneyToDouble());
+                // var totalPaymentAndWorkshopList = await _clientRegistrationApplication.GetTotalPaymentAndWorkshopList(oneMonthSum,duration: InstitutionContractDuration.TwelveMonths,false);
+                //    item.contract.SetAmount(totalPaymentAndWorkshopList.OneTimeTotalPaymentStr.MoneyToDouble(),
+                //      totalPaymentAndWorkshopList.OneTimeValueAddedTaxStr.MoneyToDouble(),totalPaymentAndWorkshopList.DiscountedAmountForOneMonth.MoneyToDouble());
             }
 
             var remoteIds = remoteContractsQuery.Select(x => x.contract.id);
-            var inPersonContracts =await query
-                .Where(x=>!remoteIds.Contains(x.contractingParty.id)).ToListAsync();
+            var inPersonContracts = await query
+                .Where(x => !remoteIds.Contains(x.contractingParty.id)).ToListAsync();
             foreach (var item in inPersonContracts)
             {
                 var workshops = item.contractingParty.Employers
                     .SelectMany(e => e.WorkshopEmployers.Select(we => we.Workshop)).ToList()
-                    .DistinctBy(x=>x.id).ToList();
+                    .DistinctBy(x => x.id).ToList();
 
                 var initialWorkshop = workshops
                     .Select(w =>
                     {
                         var personnelCount =
                             w.LeftWorks.Count(lw => lw.StartWorkDate <= today && lw.LeftWorkDate >= today);
-                        
+
                         bool hasRollCallPlan = true;
                         bool hasRollCallPlanInPerson = false;
                         bool hasCustomizeCheckoutPlan = w.id == 170;
                         bool hasContractPlan = true;
                         bool hasContractPlanInPerson = true;
-                        bool hasInsurancePlan =true;
+                        bool hasInsurancePlan = true;
                         bool hasInsurancePlanInPerson = true;
-                        
-                        var initial = InstitutionContractWorkshopInitial.CreateManual(w.WorkshopFullName, hasRollCallPlan,
-                            hasRollCallPlanInPerson,hasCustomizeCheckoutPlan,
-                            hasContractPlan,hasContractPlanInPerson,
-                            hasInsurancePlan,hasInsurancePlanInPerson,personnelCount,0,
+
+                        var initial = InstitutionContractWorkshopInitial.CreateManual(w.WorkshopFullName,
+                            hasRollCallPlan,
+                            hasRollCallPlanInPerson, hasCustomizeCheckoutPlan,
+                            hasContractPlan, hasContractPlanInPerson,
+                            hasInsurancePlan, hasInsurancePlanInPerson, personnelCount, 0,
                             w.id, w.WorkshopEmployers.Select(x => x.EmployerId
                             ).ToList());
                         return initial;
                     }).ToList();
 
                 var group = new InstitutionContractWorkshopGroup(item.contract.id, initialWorkshop);
-                
+
                 await _context.AddAsync(group);
                 await _context.SaveChangesAsync();
-                
+
                 initialWorkshop.ForEach(x =>
                 {
                     var workshopId = workshops.First(w => x.WorkshopId.Value == w.id).id;
                     x.SetWorkshopId(workshopId);
                 });
-                
+
                 item.contract.SetWorkshopGroup(group);
-                
             }
 
             await _context.SaveChangesAsync();
diff --git a/ServiceHost/Areas/Camera/Controllers/CameraController.cs b/ServiceHost/Areas/Camera/Controllers/CameraController.cs
new file mode 100644
index 00000000..4578d4d4
--- /dev/null
+++ b/ServiceHost/Areas/Camera/Controllers/CameraController.cs
@@ -0,0 +1,305 @@
+using ServiceHost.BaseControllers;
+using System;
+using System.IO;
+using System.Linq;
+using Microsoft.AspNetCore.Mvc;
+using Microsoft.AspNetCore.Hosting;
+using _0_Framework.Application;
+using _0_Framework.Exceptions;
+using AccountManagement.Application.Contracts.Account;
+using AccountManagement.Application.Contracts.CameraAccount;
+using AccountManagement.Domain.TaskAgg;
+using CompanyManagment.App.Contracts.PersonnleCode;
+using CompanyManagment.App.Contracts.RollCall;
+using CompanyManagment.App.Contracts.RollCallEmployee;
+using CompanyManagment.App.Contracts.RollCallService;
+using CompanyManagment.App.Contracts.Employee;
+using CompanyManagment.App.Contracts.EmployeeFaceEmbedding;
+using Microsoft.AspNetCore.Authorization;
+
+namespace ServiceHost.Areas.Camera.Controllers;
+
+public class CameraController : CameraBaseController
+{
+    private readonly IWebHostEnvironment _webHostEnvironment;
+    private readonly IConfiguration _configuration;
+    private readonly IEmployeeApplication _employeeApplication;
+    private readonly IRollCallApplication _rollCallApplication;
+    private readonly IRollCallServiceApplication _rollCallServiceApplication;
+    private readonly IRollCallEmployeeApplication _rollCallEmployeeApplication;
+    private readonly IAuthHelper _authHelper;
+    private readonly IPersonnelCodeApplication _personnelCodeApplication;
+    private readonly IAccountApplication _accountApplication;
+    private readonly IPasswordHasher _passwordHasher;
+    private readonly ICameraAccountApplication _cameraAccountApplication;
+    private readonly IEmployeeFaceEmbeddingApplication _employeeFaceEmbeddingApplication;
+    private long _workshopId;
+    private readonly IHttpClientFactory _httpClientFactory;
+    private readonly HttpClient _faceEmbeddingHttpClient;
+
+    public CameraController(IWebHostEnvironment webHostEnvironment,
+        IConfiguration configuration,
+        IEmployeeApplication employeeApplication,
+        IRollCallApplication rollCallApplication,
+        IAuthHelper authHelper,
+        IRollCallServiceApplication rollCallServiceApplication,
+        IRollCallEmployeeApplication rollCallEmployeeApplication,
+        IPersonnelCodeApplication personnelCodeApplication,
+        IAccountApplication accountApplication,
+        IPasswordHasher passwordHasher,
+        ICameraAccountApplication cameraAccountApplication,
+        IEmployeeFaceEmbeddingApplication employeeFaceEmbeddingApplication, IHttpClientFactory httpClientFactory)
+    {
+        _webHostEnvironment = webHostEnvironment;
+        _configuration = configuration;
+        _employeeApplication = employeeApplication;
+        _rollCallApplication = rollCallApplication;
+        _authHelper = authHelper;
+        _rollCallServiceApplication = rollCallServiceApplication;
+        _rollCallEmployeeApplication = rollCallEmployeeApplication;
+        _personnelCodeApplication = personnelCodeApplication;
+        _accountApplication = accountApplication;
+        _passwordHasher = passwordHasher;
+        _cameraAccountApplication = cameraAccountApplication;
+        _employeeFaceEmbeddingApplication = employeeFaceEmbeddingApplication;
+        _httpClientFactory = httpClientFactory;
+        _faceEmbeddingHttpClient = httpClientFactory.CreateClient();
+        _faceEmbeddingHttpClient.BaseAddress = new Uri("http://localhost:8000/");
+        _workshopId= authHelper.GetWorkshopId();
+        
+    }
+
+    [HttpPost("login")]
+    [AllowAnonymous]
+    public IActionResult CameraLogin([FromBody] CameraLoginRequest request)
+    {
+        _accountApplication.CameraLogin(request);
+        return Ok();
+    }
+
+
+    [HttpPost("embedding")]
+    [AllowAnonymous]
+    public async Task<ActionResult<List<EmployeeFaceEmbeddingDto>>> WorkshopEmbedding()
+    {
+        if (!User.Identity?.IsAuthenticated ?? false)
+        {
+            return Unauthorized();
+        }
+        _workshopId = _authHelper.GetWorkshopId(); 
+        var data = await _employeeFaceEmbeddingApplication
+            .GetByWorkshopIdsAsync([_workshopId]);
+        
+        return data;
+    }
+    
+    [HttpPost("flag/{employeeId:long}")]
+    public async Task<IActionResult> GetFlag(long employeeId)
+    {
+        var flagId = _rollCallApplication.Flag(employeeId, _workshopId);
+        return Ok(new
+        {
+            flagId = flagId,
+            status = flagId == 0 ? "enter": "exit"
+        });
+    }
+
+    [HttpPost("exit")]
+    public IActionResult Exit([FromBody]RollCallExitRequest request)
+    {
+        var employeeId = request.EmployeeId;
+        var flagId = request.FlagId;
+        bool rollCallEmployee = _rollCallEmployeeApplication.IsEmployeeRollCallActive(employeeId,
+            _workshopId);
+        
+        if (!rollCallEmployee)
+        {
+            throw new BadRequestException("پرسنل مورد نظر غیر فعال است");
+        }
+        
+        _faceEmbeddingHttpClient.PostAsync("embeddings/refine",
+            JsonContent.Create(new {
+                employeeId,
+                workshopId = _workshopId,
+                embedding =request.Embeddings ,
+                confidence =request.Confidence ,
+                metadata =new{},
+                
+            }));
+        
+        
+        
+        var repeatStatus = _rollCallApplication.CheckRepeat(employeeId, _workshopId);
+        switch (repeatStatus)
+        {
+            case "IncomRegistred-InvalidOut":
+            throw new BadRequestException("شما به تازگی ثبت ورود نموده اید ,تا 2 دقیقه نمی توانید ثبت خروج نمایید");
+            
+            case "outRegistred-InvalidIncom":
+            throw new BadRequestException("شما به تازگی ثبت خروج نموده اید تا 2 دقیقه نمی توانید ثبت ورود نمایید");
+            
+        }
+        
+        var res = _rollCallApplication.Edit(flagId);
+        
+        if (res.IsSuccedded)
+        {
+            return new JsonResult(new
+            {
+                isSuccess = true,
+            });
+        }
+
+        throw new BadRequestException(res.Message);
+    }
+
+    [HttpPost("enter")]
+    public IActionResult Enter([FromBody]RollCallEnterRequest request)
+    {
+        var employeeId = request.EmployeeId;
+        var now = DateTime.Now;
+        var command = new CreateRollCall()
+        {
+            WorkshopId = _workshopId,
+            EmployeeId = request.EmployeeId,
+            StartDate = now,
+        };
+        bool rollCallEmployee = _rollCallEmployeeApplication.IsEmployeeRollCallActive(employeeId,
+            _workshopId);
+        
+        if (!rollCallEmployee)
+        {
+            throw new BadRequestException("پرسنل مورد نظر غیر فعال است");
+        }
+        
+        _faceEmbeddingHttpClient.PostAsync("embeddings/refine",
+            JsonContent.Create(new {
+                employeeId,
+                workshopId = _workshopId,
+                embedding =request.Embeddings ,
+                confidence =request.Confidence ,
+                metadata =new{},
+                
+                
+            }));
+        
+        
+        
+        var repeatStatus = _rollCallApplication.CheckRepeat(employeeId, _workshopId);
+        switch (repeatStatus)
+        {
+            case "IncomRegistred-InvalidOut":
+                throw new BadRequestException("شما به تازگی ثبت ورود نموده اید ,تا 2 دقیقه نمی توانید ثبت خروج نمایید");
+            
+            case "outRegistred-InvalidIncom":
+                throw new BadRequestException("شما به تازگی ثبت خروج نموده اید تا 2 دقیقه نمی توانید ثبت ورود نمایید");
+            
+        }
+        
+
+        var res = _rollCallApplication.Create(command);
+        if (res.IsSuccedded)
+        {
+            return new JsonResult(new
+            {
+                isSuccess = true,
+            });
+        }
+        else
+        {
+            return new JsonResult(new
+            {
+                isSuccess = false,
+            });
+        }
+    }
+    
+    
+    [HttpGet("SendPersonelCodeToGetEmployeeId")]
+    public IActionResult SendPersonelCodeToGetEmployeeId(long personelCode, long workshopId)
+    {
+        long employeeId = _personnelCodeApplication.GetEmployeeIdByPersonelCode(personelCode, workshopId);
+
+        if (employeeId == 0)
+        {
+            return new JsonResult(new
+            {
+                isSuccess = false,
+                message = "کد پرسنلی یافت نشد",
+            });
+        }
+
+        bool rollcallEmployee = _rollCallEmployeeApplication.IsEmployeeRollCallActive(employeeId, workshopId);
+        if (!rollcallEmployee)
+        {
+            return new JsonResult(new
+            {
+                isSuccess = false,
+                message = "پرسنل مورد نظر غیر فعال است",
+            });
+        }
+
+        var repeatStatus = _rollCallApplication.CheckRepeat(employeeId, workshopId);
+        switch (repeatStatus)
+        {
+            case "IncomRegistred-InvalidOut":
+                return new JsonResult(new
+                {
+                    isSuccess = false,
+                    message = "شما به تازگی ثبت ورود نموده اید ,تا 2 دقیقه نمی توانید ثبت خروج نمایید",
+                });
+            case "outRegistred-InvalidIncom":
+                return new JsonResult(new
+                {
+                    isSuccess = false,
+                    message = "شما به تازگی ثبت خروج نموده اید تا 2 دقیقه نمی توانید ثبت ورود نمایید",
+                });
+        }
+
+        return new JsonResult(new
+        {
+            isSuccess = true,
+            message = "",
+            personId = $"{employeeId}",
+        });
+    }
+
+    [HttpGet("EmployeeFlag")]
+    public IActionResult EmployeeFlag(long employeeId, long workshopId)
+    {
+        var employee = _rollCallEmployeeApplication.GetByEmployeeIdAndWorkshopId(employeeId, workshopId);
+        var employeeFullName = employee?.EmployeeFullName ?? string.Empty;
+        var flagId = _rollCallApplication.Flag(employeeId, workshopId);
+
+        return new JsonResult(new
+        {
+            employeeName = employeeFullName,
+            flag = flagId
+        });
+    }
+    
+
+    [HttpGet("Logout")]
+    public IActionResult Logout()
+    {
+        _accountApplication.Logout();
+        return new JsonResult(new { isSuccess = true });
+    }
+}
+
+public class RollCallExitRequest:RollCallEnterRequest
+{
+    public long FlagId { get; set; }
+}
+public class RollCallEnterRequest
+{
+    public long EmployeeId { get; set; }
+    public List<double> Embeddings { get; set; }
+    public float Confidence { get; set; }
+}
+
+public class CameraFlagRequest
+{
+    public long EmployeeId { get; set; }
+    public long WorkshopId { get; set; }
+}
\ No newline at end of file
diff --git a/ServiceHost/BaseControllers/CameraBaseController.cs b/ServiceHost/BaseControllers/CameraBaseController.cs
index 44a601d6..50a2f466 100644
--- a/ServiceHost/BaseControllers/CameraBaseController.cs
+++ b/ServiceHost/BaseControllers/CameraBaseController.cs
@@ -4,7 +4,7 @@ using Microsoft.AspNetCore.Mvc;
 namespace ServiceHost.BaseControllers;
 
 
-//[ApiExplorerSettings(GroupName = "Camera")]
+[ApiExplorerSettings(GroupName = "Camera")]
 [Authorize(Policy = "CameraArea")]
 [Area("Camera")]
 [Route("api/[area]/[controller]")]
diff --git a/ServiceHost/Properties/launchSettings.json b/ServiceHost/Properties/launchSettings.json
index 788962e4..89af9011 100644
--- a/ServiceHost/Properties/launchSettings.json
+++ b/ServiceHost/Properties/launchSettings.json
@@ -19,7 +19,7 @@
       "sqlDebugging": true,
       "dotnetRunMessages": "true",
       "nativeDebugging": true,
-      "applicationUrl": "https://localhost:5004;http://localhost:5003;",
+      "applicationUrl": "https://localhost:5004;http://localhost:5003;https://192.168.0.117:8080;http://192.168.0.117:8081",
       "jsWebView2Debugging": false,
       "hotReloadEnabled": true
     },
diff --git a/ServiceHost/wwwroot/embeddings.json b/ServiceHost/wwwroot/embeddings.json
new file mode 100644
index 00000000..9b55a5a4
--- /dev/null
+++ b/ServiceHost/wwwroot/embeddings.json
@@ -0,0 +1,404520 @@
+{
+  "1": [
+    0.0052292910404503345,
+    -0.04394516721367836,
+    -0.08238363265991211,
+    -0.036619026213884354,
+    -0.0024566936772316694,
+    -0.009255344048142433,
+    -0.0031440258026123047,
+    0.039494697004556656,
+    -0.0012652160366997123,
+    0.02517378143966198,
+    -0.04877167567610741,
+    -0.04932371899485588,
+    -0.02219960279762745,
+    -0.06483326107263565,
+    0.08300929516553879,
+    0.005732627585530281,
+    -0.023472383618354797,
+    -0.016754452139139175,
+    0.04910443723201752,
+    0.07153046876192093,
+    0.014077544212341309,
+    -0.005618805531412363,
+    -0.006353546399623156,
+    -0.010905589908361435,
+    0.04314395785331726,
+    0.010254482738673687,
+    0.03982341289520264,
+    -0.011614582501351833,
+    0.01946946419775486,
+    -0.02069338597357273,
+    -0.023090315982699394,
+    0.054640043526887894,
+    -0.048022106289863586,
+    0.05230383202433586,
+    0.013609123416244984,
+    -0.03533590957522392,
+    0.006354248151183128,
+    0.036889273673295975,
+    0.026119006797671318,
+    -0.042075321078300476,
+    0.03989233449101448,
+    -0.02405109815299511,
+    -0.0812264084815979,
+    -0.06272035092115402,
+    -0.029847277328372,
+    -0.04641827940940857,
+    -0.01254888903349638,
+    -0.03857622295618057,
+    -0.037336308509111404,
+    0.06356402486562729,
+    0.005937183741480112,
+    -0.04572123661637306,
+    0.022364666685461998,
+    0.014960501343011856,
+    -0.0547051876783371,
+    -0.007206235080957413,
+    -0.01841066963970661,
+    0.028844067826867104,
+    0.0019554514437913895,
+    0.005512645468115807,
+    -0.026561403647065163,
+    0.004535038489848375,
+    -0.04901398345828056,
+    0.06301025301218033,
+    0.004074367228895426,
+    -0.08117253333330154,
+    0.02585303783416748,
+    -0.061340879648923874,
+    -0.049196284264326096,
+    -0.04885763302445412,
+    -0.08932378888130188,
+    -0.04272952675819397,
+    -0.07558882236480713,
+    -0.008654735051095486,
+    0.014031477272510529,
+    0.03075900673866272,
+    -0.008693009614944458,
+    -0.043001409620046616,
+    0.025706296786665916,
+    -0.06807832419872284,
+    0.04320204630494118,
+    0.00835058931261301,
+    0.0008700229227542877,
+    -0.10315797477960587,
+    0.01682777889072895,
+    0.006082497071474791,
+    -0.03430762514472008,
+    -0.0038977377116680145,
+    -0.04896917939186096,
+    0.021001258864998817,
+    0.02808438427746296,
+    -0.02591516263782978,
+    0.007870770990848541,
+    -0.03627994284033775,
+    -0.016481956467032433,
+    0.045409902930259705,
+    0.043262794613838196,
+    -0.04374769330024719,
+    -0.04917927458882332,
+    -0.01979120448231697,
+    -0.025112023577094078,
+    -0.02183104120194912,
+    0.03188126161694527,
+    0.006272964179515839,
+    -0.02890036255121231,
+    -0.05422431603074074,
+    -0.05164492130279541,
+    0.02216332219541073,
+    -0.004733050242066383,
+    0.005267821252346039,
+    -0.002238709246739745,
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+}
\ No newline at end of file