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27 changes: 20 additions & 7 deletions java/src/main/java/com/genexus/db/GXEmbedding.java
Original file line number Diff line number Diff line change
Expand Up @@ -60,31 +60,44 @@ public Float[] getFloatArray() {
return embedding.toArray(new Float[0]);
}

public static GXEmbedding generateEmbedding(GXEmbedding embeddingInfo, String text, GXBaseCollection<SdtMessages_Message> Messages) {
public static GXEmbedding generateEmbedding(GXEmbedding embeddingInfo, String text, GXBaseCollection<SdtMessages_Message> messages) {
try {
List<Float> embedding = getEmbedding(embeddingInfo.getModel(), embeddingInfo.getDimensions(), text);
List<Float> embedding = getEmbedding(embeddingInfo.getModel(), embeddingInfo.getDimensions(), text, messages);
embeddingInfo.setEmbedding(embedding);
}
catch (Exception ex) {
CommonUtil.ErrorToMessages("GenerateEmbedding Error", ex.getMessage(), Messages);
CommonUtil.ErrorToMessages("GenerateEmbedding Error", ex.getMessage(), messages);
}
return embeddingInfo;
}

public static List<Float> getEmbedding(String model, int dimensions, String input) {
public static List<Float> getEmbedding(String model, int dimensions, String input, GXBaseCollection<SdtMessages_Message> messages) {
if (input.isEmpty())
return new ArrayList<>();
ArrayList<String> inputList = new ArrayList<>();
inputList.add(input);
return getEmbedding(model, dimensions, inputList);
return getEmbedding(model, dimensions, inputList, messages);
}

public static List<Float> getEmbedding(String model, int dimensions, ArrayList<String> inputList) {
public static List<Float> getEmbedding(String model, int dimensions, ArrayList<String> inputList, GXBaseCollection<SdtMessages_Message> messages) {
OpenAIRequest aiRequest = new OpenAIRequest();
aiRequest.setModel(model);
aiRequest.setInput(inputList);
aiRequest.setDimension(dimensions);
OpenAIResponse aiResponse = SaiaService.call(aiRequest, true, new CallResult());
CallResult callResult = new CallResult();
OpenAIResponse aiResponse = SaiaService.call(aiRequest, true, callResult);

int i = 0 ;
while ( i < callResult.getMessages().size() )
{
SdtMessages_Message message = new SdtMessages_Message();
message.setgxTv_SdtMessages_Message_Id(callResult.getMessages().elementAt(i).getgxTv_SdtMessages_Message_Id());
message.setgxTv_SdtMessages_Message_Type(callResult.getMessages().elementAt(i).getgxTv_SdtMessages_Message_Type());
message.setgxTv_SdtMessages_Message_Description(callResult.getMessages().elementAt(i).getgxTv_SdtMessages_Message_Description());
messages.add(message);
i++ ;
}

if (aiResponse != null)
return aiResponse.getData().get(0).getEmbedding().stream()
.map(Double::floatValue)
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,8 @@ public void EmbeddingTest(){
Connect.init();
LogManager.initialize(".");
Application.init(GXcfg.class);
List<Float> embedding = GXEmbedding.getEmbedding("openai/text-embedding-3-small", 512, "Hello World");
GXBaseCollection<SdtMessages_Message> AV7Messages = new GXBaseCollection<>();
List<Float> embedding = GXEmbedding.getEmbedding("openai/text-embedding-3-small", 512, "Hello World", AV7Messages);
String result = embedding.stream()
.map(String::valueOf)
.collect(Collectors.joining(","));
Expand Down
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