fb

Author: christothes

src/Utility/ChatTools.cs

@@ -21,7 +21,7 @@ public class ChatTools
     private readonly Dictionary<string, Func<string, BinaryData, Task<BinaryData>>> _mcpMethods = [];
     private readonly List<ChatTool> _tools = [];
     private readonly EmbeddingClient _client;
-    private readonly List<VectorbaseEntry> _entries = [];
+    private readonly List<VectorDatabaseEntry> _entries = [];
     private readonly List<McpClient> _mcpClients = [];
     private readonly Dictionary<string, McpClient> _mcpClientsByEndpoint = [];
 
@@ -133,7 +133,7 @@ private async Task AddMcpToolsAsync(BinaryData toolDefinitions, McpClient client
                 var vector = embedding.ToFloats();
                 var item = toolsToVectorize[embedding.Index];
                 var toolDefinition = SerializeTool(item);
-                _entries.Add(new VectorbaseEntry(vector, toolDefinition));
+                _entries.Add(new VectorDatabaseEntry(vector, toolDefinition));
             }
         }
     }
@@ -211,7 +211,7 @@ private async Task<IEnumerable<ChatTool>> FindRelatedTools(bool async, string pr
             .Select(e => ParseToolDefinition(e.Data));
     }
 
-    private async Task<IEnumerable<VectorbaseEntry>> FindVectorMatches(bool async, string prompt, int maxTools, float minVectorDistance)
+    private async Task<IEnumerable<VectorDatabaseEntry>> FindVectorMatches(bool async, string prompt, int maxTools, float minVectorDistance)
     {
         var vector = async ?
             await ToolsUtility.GetEmbeddingAsync(_client, prompt).ConfigureAwait(false) :

src/Utility/ResponseTools.cs

@@ -21,7 +21,7 @@ public class ResponseTools
     private readonly Dictionary<string, Func<string, BinaryData, Task<BinaryData>>> _mcpMethods = [];
     private readonly List<ResponseTool> _tools = [];
     private readonly EmbeddingClient _client;
-    private readonly List<VectorbaseEntry> _entries = [];
+    private readonly List<VectorDatabaseEntry> _entries = [];
     private readonly List<McpClient> _mcpClients = [];
     private readonly Dictionary<string, McpClient> _mcpClientsByEndpoint = [];
 
@@ -133,7 +133,7 @@ private async Task AddMcpToolsAsync(BinaryData toolDefinitions, McpClient client
                 var vector = embedding.ToFloats();
                 var item = toolsToVectorize[embedding.Index];
                 var toolDefinition = SerializeTool(item);
-                _entries.Add(new VectorbaseEntry(vector, toolDefinition));
+                _entries.Add(new VectorDatabaseEntry(vector, toolDefinition));
             }
         }
     }
@@ -214,7 +214,7 @@ private async Task<IEnumerable<ResponseTool>> FindRelatedTools(bool async, strin
             .Select(e => ParseToolDefinition(e.Data));
     }
 
-    private async Task<IEnumerable<VectorbaseEntry>> FindVectorMatches(bool async, string prompt, int maxTools, float minVectorDistance)
+    private async Task<IEnumerable<VectorDatabaseEntry>> FindVectorMatches(bool async, string prompt, int maxTools, float minVectorDistance)
     {
         var vector = async ?
             await ToolsUtility.GetEmbeddingAsync(_client, prompt).ConfigureAwait(false) :

src/Utility/ToolsUtility.cs

@@ -182,7 +182,7 @@ internal static void ParseFunctionCallArgs(MethodInfo method, BinaryData functio
         }
     }
 
-    internal static IEnumerable<VectorbaseEntry> GetClosestEntries(List<VectorbaseEntry> entries, int maxTools, float minVectorDistance, ReadOnlyMemory<float> vector)
+    internal static IEnumerable<VectorDatabaseEntry> GetClosestEntries(List<VectorDatabaseEntry> entries, int maxTools, float minVectorDistance, ReadOnlyMemory<float> vector)
     {
         var distances = entries
                         .Select((e, i) => (Distance: 1f - ToolsUtility.CosineSimilarity(e.Vector.Span, vector.Span), Index: i))

src/Utility/VectorBaseEntry.cs renamed to src/Utility/VectorDatabaseEntry.cs

@@ -3,17 +3,17 @@
 namespace OpenAI;
 
 /// <summary>
-/// A vectorbase entry.
+/// A vector database entry.
 /// </summary>
-internal readonly struct VectorbaseEntry
+internal readonly struct VectorDatabaseEntry
 {
     /// <summary>
-    /// Initializes a new instance of the <see cref="VectorbaseEntry"/> class.
+    /// Initializes a new instance of the <see cref="VectorDatabaseEntry"/> class.
     /// </summary>
     /// <param name="vector"></param>
     /// <param name="data"></param>
     /// <param name="id"></param>
-    public VectorbaseEntry(ReadOnlyMemory<float> vector, BinaryData data, int? id = default)
+    public VectorDatabaseEntry(ReadOnlyMemory<float> vector, BinaryData data, int? id = default)
     {
         Vector = vector;
         Data = data;