proj_name stringclasses 131
values | relative_path stringlengths 30 228 | class_name stringlengths 1 68 | func_name stringlengths 1 48 | masked_class stringlengths 78 9.82k | func_body stringlengths 46 9.61k | len_input int64 29 2.01k | len_output int64 14 1.94k | total int64 55 2.05k | relevant_context stringlengths 0 38.4k |
|---|---|---|---|---|---|---|---|---|---|
langchain4j_langchain4j | langchain4j/langchain4j-ollama/src/main/java/dev/langchain4j/model/ollama/OllamaStreamingChatModel.java | OllamaStreamingChatModel | builder | class OllamaStreamingChatModel implements StreamingChatLanguageModel {
private final OllamaClient client;
private final String modelName;
private final Options options;
private final String format;
@Builder
public OllamaStreamingChatModel(String baseUrl,
Str... |
for (OllamaStreamingChatModelBuilderFactory factory : loadFactories(OllamaStreamingChatModelBuilderFactory.class)) {
return factory.get();
}
return new OllamaStreamingChatModelBuilder();
| 507 | 58 | 565 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-ollama/src/main/java/dev/langchain4j/model/ollama/OllamaStreamingLanguageModel.java | OllamaStreamingLanguageModel | builder | class OllamaStreamingLanguageModel implements StreamingLanguageModel {
private final OllamaClient client;
private final String modelName;
private final Options options;
private final String format;
@Builder
public OllamaStreamingLanguageModel(String baseUrl,
... |
for (OllamaStreamingLanguageModelBuilderFactory factory : loadFactories(OllamaStreamingLanguageModelBuilderFactory.class)) {
return factory.get();
}
return new OllamaStreamingLanguageModelBuilder();
| 487 | 58 | 545 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-open-ai/src/main/java/dev/langchain4j/model/openai/OpenAiChatModel.java | OpenAiChatModel | generate | class OpenAiChatModel implements ChatLanguageModel, TokenCountEstimator {
private final OpenAiClient client;
private final String modelName;
private final Double temperature;
private final Double topP;
private final List<String> stop;
private final Integer maxTokens;
private final Double pr... |
ChatCompletionRequest.Builder requestBuilder = ChatCompletionRequest.builder()
.model(modelName)
.messages(toOpenAiMessages(messages))
.temperature(temperature)
.topP(topP)
.stop(stop)
.maxTokens(maxTokens)
... | 1,198 | 305 | 1,503 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-open-ai/src/main/java/dev/langchain4j/model/openai/OpenAiEmbeddingModel.java | OpenAiEmbeddingModel | builder | class OpenAiEmbeddingModel implements EmbeddingModel, TokenCountEstimator {
private final OpenAiClient client;
private final String modelName;
private final Integer dimensions;
private final String user;
private final Integer maxRetries;
private final Tokenizer tokenizer;
@Builder
publ... |
for (OpenAiEmbeddingModelBuilderFactory factory : loadFactories(OpenAiEmbeddingModelBuilderFactory.class)) {
return factory.get();
}
return new OpenAiEmbeddingModelBuilder();
| 1,001 | 58 | 1,059 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-open-ai/src/main/java/dev/langchain4j/model/openai/OpenAiImageModel.java | OpenAiImageModelBuilder | requestBuilder | class OpenAiImageModelBuilder {
public OpenAiImageModelBuilder() {
// This is public so it can be extended
// By default with Lombok it becomes package private
}
public OpenAiImageModelBuilder modelName(String modelName) {
this.modelName = modelName;
... |
GenerateImagesRequest.Builder requestBuilder = GenerateImagesRequest
.builder()
.prompt(prompt)
.size(size)
.quality(quality)
.style(style)
.user(user)
.responseFormat(responseFormat);
if (D... | 321 | 127 | 448 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-open-ai/src/main/java/dev/langchain4j/model/openai/OpenAiLanguageModel.java | OpenAiLanguageModel | generate | class OpenAiLanguageModel implements LanguageModel, TokenCountEstimator {
private final OpenAiClient client;
private final String modelName;
private final Double temperature;
private final Integer maxRetries;
private final Tokenizer tokenizer;
@Builder
public OpenAiLanguageModel(String bas... |
CompletionRequest request = CompletionRequest.builder()
.model(modelName)
.prompt(prompt)
.temperature(temperature)
.build();
CompletionResponse response = withRetry(() -> client.completion(request).execute(), maxRetries);
Compl... | 734 | 136 | 870 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-open-ai/src/main/java/dev/langchain4j/model/openai/OpenAiModerationModel.java | OpenAiModerationModel | builder | class OpenAiModerationModel implements ModerationModel {
private final OpenAiClient client;
private final String modelName;
private final Integer maxRetries;
@Builder
public OpenAiModerationModel(String baseUrl,
String apiKey,
Strin... |
for (OpenAiModerationModelBuilderFactory factory : loadFactories(OpenAiModerationModelBuilderFactory.class)) {
return factory.get();
}
return new OpenAiModerationModelBuilder();
| 905 | 58 | 963 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-open-ai/src/main/java/dev/langchain4j/model/openai/OpenAiStreamingChatModel.java | OpenAiStreamingChatModel | generate | class OpenAiStreamingChatModel implements StreamingChatLanguageModel, TokenCountEstimator {
private final OpenAiClient client;
private final String modelName;
private final Double temperature;
private final Double topP;
private final List<String> stop;
private final Integer maxTokens;
priva... |
ChatCompletionRequest.Builder requestBuilder = ChatCompletionRequest.builder()
.stream(true)
.model(modelName)
.messages(toOpenAiMessages(messages))
.temperature(temperature)
.topP(topP)
.stop(stop)
... | 1,467 | 435 | 1,902 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-open-ai/src/main/java/dev/langchain4j/model/openai/OpenAiStreamingLanguageModel.java | OpenAiStreamingLanguageModel | builder | class OpenAiStreamingLanguageModel implements StreamingLanguageModel, TokenCountEstimator {
private final OpenAiClient client;
private final String modelName;
private final Double temperature;
private final Tokenizer tokenizer;
@Builder
public OpenAiStreamingLanguageModel(String baseUrl,
... |
for (OpenAiStreamingLanguageModelBuilderFactory factory : loadFactories(OpenAiStreamingLanguageModelBuilderFactory.class)) {
return factory.get();
}
return new OpenAiStreamingLanguageModelBuilder();
| 919 | 58 | 977 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-open-ai/src/main/java/dev/langchain4j/model/openai/OpenAiStreamingResponseBuilder.java | OpenAiStreamingResponseBuilder | build | class OpenAiStreamingResponseBuilder {
private final StringBuffer contentBuilder = new StringBuffer();
private final StringBuffer toolNameBuilder = new StringBuffer();
private final StringBuffer toolArgumentsBuilder = new StringBuffer();
private final Map<Integer, ToolExecutionRequestBuilder> indexTo... |
String content = contentBuilder.toString();
if (!content.isEmpty()) {
return Response.from(
AiMessage.from(content),
tokenUsage(content, tokenizer),
finishReasonFrom(finishReason)
);
}
String toolName ... | 1,189 | 346 | 1,535 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-opensearch/src/main/java/dev/langchain4j/store/embedding/opensearch/OpenSearchEmbeddingStore.java | Builder | addAllInternal | class Builder {
private String serverUrl;
private String apiKey;
private String userName;
private String password;
private String serviceName;
private String region;
private AwsSdk2TransportOptions options;
private String indexName = "default";
pr... |
if (isNullOrEmpty(ids) || isNullOrEmpty(embeddings)) {
log.info("[do not add empty embeddings to opensearch]");
return;
}
ensureTrue(ids.size() == embeddings.size(), "ids size is not equal to embeddings size");
ensureTrue(embedded == null || embeddings.size() =... | 1,439 | 187 | 1,626 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/InternalQianfanHelper.java | InternalQianfanHelper | toQianfanMessage | class InternalQianfanHelper {
public static List<Function> toFunctions(Collection<ToolSpecification> toolSpecifications) {
return toolSpecifications.stream()
.map(InternalQianfanHelper::toFunction)
.collect(toList());
}
private static Function toFunction(ToolSpecifi... |
if (message instanceof UserMessage) {
UserMessage userMessage = (UserMessage) message;
return Message.builder()
.role(Role.USER)
.content(userMessage.text())
.name(userMessage.name())
.build();
}
... | 1,027 | 412 | 1,439 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/QianfanChatModel.java | QianfanChatModel | generate | class QianfanChatModel implements ChatLanguageModel {
private final QianfanClient client;
private final String baseUrl;
private final Double temperature;
private final Double topP;
private final String modelName;
private final String endpoint;
private final Double penaltyScore;
pr... |
ChatCompletionRequest.Builder builder = ChatCompletionRequest.builder()
.messages(toOpenAiMessages(messages))
.temperature(temperature)
.topP(topP)
.penaltyScore(penaltyScore)
.system(getSystemMessage(messages)... | 877 | 207 | 1,084 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/QianfanEmbeddingModel.java | QianfanEmbeddingModel | embedTexts | class QianfanEmbeddingModel implements EmbeddingModel {
private final QianfanClient client;
private final String baseUrl;
private final String modelName;
private final Integer maxRetries;
private final String user;
private final String endpoint;
@Builder
public QianfanEmbeddingM... |
EmbeddingRequest request = EmbeddingRequest.builder()
.input(texts)
.model(modelName)
.user(user)
.build();
EmbeddingResponse response = withRetry(() -> client.embedding(request, endpoint).execute(), maxRetries);
List<Embedding>... | 725 | 152 | 877 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/QianfanLanguageModel.java | QianfanLanguageModel | generate | class QianfanLanguageModel implements LanguageModel {
private final QianfanClient client;
private final String baseUrl;
private final Double temperature;
private final Double topP;
private final String modelName;
private final Double penaltyScore;
private final Integer maxRetries;
... |
CompletionRequest request = CompletionRequest.builder()
.prompt(prompt)
.topK(topK)
.topP(topP)
.temperature(temperature)
.penaltyScore(penaltyScore)
.build();
CompletionResponse response = withRetry(() -... | 709 | 141 | 850 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/QianfanStreamingChatModel.java | QianfanStreamingChatModel | builder | class QianfanStreamingChatModel implements StreamingChatLanguageModel {
private final QianfanClient client;
private final String baseUrl;
private final Double temperature;
private final Double topP;
private final String modelName;
private final String endpoint;
private final Double pe... |
for (QianfanStreamingChatModelBuilderFactory factory : loadFactories(QianfanStreamingChatModelBuilderFactory.class)) {
return factory.get();
}
return new QianfanStreamingChatModelBuilder();
| 1,190 | 58 | 1,248 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/QianfanStreamingLanguageModel.java | QianfanStreamingLanguageModel | builder | class QianfanStreamingLanguageModel implements StreamingLanguageModel {
private final QianfanClient client;
private final String baseUrl;
private final Double temperature;
private final Double topP;
private final String modelName;
private final Double penaltyScore;
private final Inte... |
for (QianfanStreamingLanguageModelBuilderFactory factory : loadFactories(QianfanStreamingLanguageModelBuilderFactory.class)) {
return factory.get();
}
return new QianfanStreamingLanguageModelBuilder();
| 964 | 58 | 1,022 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/AsyncRequestExecutor.java | AsyncRequestExecutor | onResponse | class AsyncRequestExecutor<Response, ResponseContent> {
private final Call<Response> call;
private final Function<Response, ResponseContent> responseContentExtractor;
AsyncRequestExecutor(Call<Response> call, Function<Response, ResponseContent> responseContentExtractor) {
this.call = call;
... |
return new AsyncResponseHandling() {
public ErrorHandling onError(final Consumer<Throwable> errorHandler) {
return new ErrorHandling() {
public void execute() {
try {
retrofit2.Response<Response> retrofitRespons... | 127 | 338 | 465 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/AuthorizationHeaderInjector.java | AuthorizationHeaderInjector | intercept | class AuthorizationHeaderInjector implements Interceptor {
private final String apiKey;
public AuthorizationHeaderInjector(String apiKey) {
this.apiKey = apiKey;
}
public Response intercept(Chain chain) throws IOException {<FILL_FUNCTION_BODY>}
} |
Request request = chain.request().newBuilder().addHeader("Authorization", "Bearer " + this.apiKey).build();
return chain.proceed(request);
| 78 | 43 | 121 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/MessageTypeAdapter.java | MessageTypeAdapter | write | class MessageTypeAdapter extends TypeAdapter<Message> {
public static final TypeAdapterFactory MESSAGE_TYPE_ADAPTER_FACTORY = new TypeAdapterFactory() {
public <T> TypeAdapter<T> create(Gson gson, TypeToken<T> type) {
if (type.getRawType() != Message.class) {
return null;
... |
out.beginObject();
out.name("role");
out.value(message.role().toString());
out.name("content");
if (message.content() == null) {
boolean serializeNulls = out.getSerializeNulls();
out.setSerializeNulls(true);
out.nullValue();
out.se... | 251 | 233 | 484 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/QianfanClient.java | Builder | logRequests | class Builder {
private String baseUrl;
private String apiKey;
private String secretKey;
private Duration callTimeout;
private Duration connectTimeout;
private Duration readTimeout;
private Duration writeTimeout;
private Proxy proxy;
private boole... |
if (logRequests == null) {
logRequests = false;
}
this.logRequests = logRequests;
return this;
| 1,031 | 43 | 1,074 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/QianfanStreamingResponseBuilder.java | QianfanStreamingResponseBuilder | build | class QianfanStreamingResponseBuilder {
private final StringBuffer contentBuilder = new StringBuffer();
private final StringBuffer toolNameBuilder = new StringBuffer();
private final StringBuffer toolArgumentsBuilder = new StringBuffer();
private final Map<Integer, ToolExecutionRequestBuilder> indexT... |
String content = contentBuilder.toString();
if (!content.isEmpty()) {
return Response.from(
content,
tokenUsage(content, tokenizer),
InternalQianfanHelper.finishReasonFrom(finishReason)
);
}
return null... | 1,657 | 72 | 1,729 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/RequestExecutor.java | RequestExecutor | onPartialResponse | class RequestExecutor<Request, Response, ResponseContent> implements SyncOrAsyncOrStreaming<ResponseContent> {
private static final Logger LOG = LoggerFactory.getLogger(RequestExecutor.class);
private final Call<Response> call;
private final Function<Response, ResponseContent> responseContentExtractor;
... |
return (new StreamingRequestExecutor(this.okHttpClient, this.endpointUrl, this.requestWithStreamSupplier,
this.responseClass, this.streamEventContentExtractor, this.logStreamingResponses)).onPartialResponse(
partialResponseHandler);
| 743 | 68 | 811 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/RequestLoggingInterceptor.java | RequestLoggingInterceptor | maskAuthorizationHeaderValue | class RequestLoggingInterceptor implements Interceptor {
private static final Logger log = LoggerFactory.getLogger(RequestLoggingInterceptor.class);
private static final Pattern BEARER_PATTERN = Pattern.compile("(Bearer\\s*sk-)(\\w{2})(\\w+)(\\w{2})");
public RequestLoggingInterceptor() {
}
public... |
try {
Matcher matcher = BEARER_PATTERN.matcher(authorizationHeaderValue);
StringBuffer sb = new StringBuffer();
while(matcher.find()) {
matcher.appendReplacement(sb, matcher.group(1) + matcher.group(2) + "..." + matcher.group(4));
}
... | 666 | 135 | 801 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/ResponseLoggingInterceptor.java | ResponseLoggingInterceptor | isEventStream | class ResponseLoggingInterceptor implements Interceptor {
private static final Logger log = LoggerFactory.getLogger(ResponseLoggingInterceptor.class);
public ResponseLoggingInterceptor() {
}
public Response intercept(Chain chain) throws IOException {
Request request = chain.request();
... |
String contentType = response.header("content-type");
return contentType != null && contentType.contains("event-stream");
| 283 | 35 | 318 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/StreamingRequestExecutor.java | StreamingRequestExecutor | onPartialResponse | class StreamingRequestExecutor<Request, Response, ResponseContent> {
private static final Logger log = LoggerFactory.getLogger(StreamingRequestExecutor.class);
private final OkHttpClient okHttpClient;
private final String endpointUrl;
private final Supplier<Request> requestWithStreamSupplier;
priva... |
return new StreamingResponseHandling() {
public StreamingCompletionHandling onComplete(final Runnable streamingCompletionCallback) {
return new StreamingCompletionHandling() {
public ErrorHandling onError(final Consumer<Throwable> errorHandler) {
... | 978 | 332 | 1,310 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/SyncRequestExecutor.java | SyncRequestExecutor | getBody | class SyncRequestExecutor<Response, ResponseContent> {
private final static Logger LOG = LoggerFactory.getLogger(SyncRequestExecutor.class);
private final Call<Response> call;
private final Function<Response, ResponseContent> responseContentExtractor;
SyncRequestExecutor(Call<Response> call, Function<R... |
if("GET".equals(request.method())){
return "";
}
try {
Buffer buffer = new Buffer();
request.body().writeTo(buffer);
return buffer.readUtf8();
} catch (Exception var2) {
return "[Exception happened while reading request body. C... | 259 | 89 | 348 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/Usage.java | Usage | equals | class Usage {
private final Integer promptTokens;
private final Integer completionTokens;
private final Integer totalTokens;
private Usage(Builder builder) {
this.promptTokens = builder.promptTokens;
this.completionTokens = builder.completionTokens;
this.totalTokens = builder.to... |
if (this == another) {
return true;
} else {
return another instanceof Usage && this.equalTo((Usage)another);
}
| 609 | 42 | 651 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/chat/ChatCompletionRequest.java | Builder | from | class Builder {
private List<Message> messages;
private Double temperature;
private Double topP;
private Boolean stream;
private Double penaltyScore;
private String userId;
private List<Function> functions;
private String system;
private String... |
this.messages(instance.messages);
this.temperature(instance.temperature);
this.topP(instance.topP);
this.stream(instance.stream);
this.penaltyScore(instance.penaltyScore);
this.userId(instance.userId);
this.functions(instance.functions... | 820 | 110 | 930 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/chat/ChatCompletionResponse.java | ChatCompletionResponse | toString | class ChatCompletionResponse {
private final String id;
private final Integer errorCode;
private final String errorMsg;
private final String object;
private final Integer created;
private final Integer sentenceId;
private final Boolean isEnd;
private final Boolean isTruncated;
priva... |
return "ChatCompletionResponse{" +
"id='" + id + '\'' +
", errorCode=" + errorCode +
", errorMsg='" + errorMsg + '\'' +
", object='" + object + '\'' +
", created=" + created +
", sentenceId=" + sentenceId +
... | 1,180 | 182 | 1,362 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/chat/Examples.java | Examples | toString | class Examples {
private final Role role;
private final String name;
private final String content;
private final FunctionCall functionCall;
private Examples(Builder builder) {
this.name = builder.name;
this.role = builder.role;
this.content = builder.content;
this.f... |
return "Examples{" +
"role=" + role +
", name='" + name + '\'' +
", content='" + content + '\'' +
", functionCall=" + functionCall +
'}';
| 374 | 60 | 434 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/chat/Function.java | Function | toString | class Function {
private final String name;
private final String description;
private final Parameters parameters;
private final Responses responses;
private final Examples examples;
private Function(Builder builder) {
this.name = builder.name;
this.description = builder.descr... |
return "Function{" +
"name='" + name + '\'' +
", description='" + description + '\'' +
", parameters=" + parameters +
", responses=" + responses +
", examples=" + examples +
'}';
| 692 | 66 | 758 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/chat/FunctionCall.java | FunctionCall | toString | class FunctionCall<T> {
private static final Gson GSON = new Gson();
private static final Type MAP_TYPE = (new TypeToken<Map<String, Object>>() {
}).getType();
private final String name;
private final String thoughts;
private final String arguments;
private FunctionCall(Builder builder) {
... |
return "{" +
"name='" + name + '\'' +
", thoughts='" + thoughts + '\'' +
", arguments='" + arguments + '\'' +
'}';
| 653 | 50 | 703 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/chat/JsonSchemaProperty.java | JsonSchemaProperty | hashCode | class JsonSchemaProperty {
public static final JsonSchemaProperty STRING = type("string");
public static final JsonSchemaProperty NUMBER = type("number");
public static final JsonSchemaProperty OBJECT = type("object");
public static final JsonSchemaProperty ARRAY = type("array");
public static final... |
int h = 5381;
h += (h << 5) + Objects.hashCode(this.key);
h += (h << 5) + Objects.hashCode(this.value);
return h;
| 700 | 58 | 758 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/chat/Message.java | Message | equalTo | class Message {
private final Role role;
private final String content;
private final String name;
private final FunctionCall functionCall;
private Message(Builder builder) {
this.role = builder.role;
this.content = builder.content;
this.name = builder.name;
this.func... |
return Objects.equals(this.role, another.role) && Objects.equals(this.content, another.content) && Objects.equals(this.name, another.name) && Objects.equals(this.functionCall, another.functionCall);
| 779 | 63 | 842 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/chat/Parameters.java | Parameters | hashCode | class Parameters {
private final String type;
private final Map<String, Map<String, Object>> properties;
private final List<String> required;
private Parameters(Builder builder) {
this.type = builder.type;
this.properties = builder.properties;
this.required = builder.required;
... |
int h = 5381;
h += (h << 5) + Objects.hashCode(this.type);
h += (h << 5) + Objects.hashCode(this.properties);
h += (h << 5) + Objects.hashCode(this.required);
return h;
| 544 | 78 | 622 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/chat/Responses.java | Responses | hashCode | class Responses {
private final String type;
private final Map<String, Map<String, Object>> properties;
private Responses(Builder builder) {
this.type = builder.type;
this.properties = builder.properties;
}
public String type() {
return this.type;
}
public Map<Stri... |
int h = 5381;
h += (h << 5) + Objects.hashCode(this.type);
h += (h << 5) + Objects.hashCode(this.properties);
return h;
| 489 | 58 | 547 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/completion/CompletionRequest.java | Builder | from | class Builder {
private String prompt;
private Boolean stream;
private String userId;
private Double temperature;
private Integer topK;
private Double topP;
private Double penaltyScore;
private List<String> stop;
private Builder() {
... |
this.prompt(request.prompt);
this.stream(request.stream);
this.user(request.userId);
this.prompt(request.prompt);
this.stream(request.stream);
this.user(request.userId);
this.temperature(request.temperature);
this.topK(requ... | 337 | 125 | 462 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/embedding/EmbeddingData.java | Builder | embedding | class Builder {
private List<Float> embedding;
private Integer index;
private String object;
private Builder() {
}
public Builder embedding(List<Float> embedding) {<FILL_FUNCTION_BODY>}
public Builder index(Integer index) {
this.index = index;
... |
if (embedding != null) {
this.embedding = Collections.unmodifiableList(embedding);
}
return this;
| 140 | 40 | 180 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/embedding/EmbeddingRequest.java | Builder | input | class Builder {
private String model;
private List<String> input;
private String user;
private Builder() {
}
public Builder model(String model) {
this.model = model;
return this;
}
public Builder input(String... input) {
... |
if (input != null) {
this.input = Collections.unmodifiableList(input);
}
return this;
| 174 | 37 | 211 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-qianfan/src/main/java/dev/langchain4j/model/qianfan/client/embedding/EmbeddingResponse.java | EmbeddingResponse | toString | class EmbeddingResponse {
private final String object;
private final String id;
private final Integer created;
private final List<EmbeddingData> data;
private final Usage usage;
private String errorCode;
private String errorMsg;
private EmbeddingResponse(Builder builder) {
this.... |
return "EmbeddingResponse{" +
"object='" + object + '\'' +
", id='" + id + '\'' +
", created=" + created +
", data=" + data +
", usage=" + usage +
'}';
| 548 | 69 | 617 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-redis/src/main/java/dev/langchain4j/store/embedding/redis/RedisSchema.java | RedisSchema | toSchemaFields | class RedisSchema {
public static final String SCORE_FIELD_NAME = "vector_score";
private static final String JSON_PATH_PREFIX = "$.";
private static final VectorAlgorithm DEFAULT_VECTOR_ALGORITHM = HNSW;
private static final MetricType DEFAULT_METRIC_TYPE = COSINE;
/* Redis schema field settings ... |
Map<String, Object> vectorAttrs = new HashMap<>();
vectorAttrs.put("DIM", dimension);
vectorAttrs.put("DISTANCE_METRIC", metricType.name());
vectorAttrs.put("TYPE", "FLOAT32");
vectorAttrs.put("INITIAL_CAP", 5);
List<SchemaField> fields = new ArrayList<>();
field... | 383 | 274 | 657 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vearch/src/main/java/dev/langchain4j/store/embedding/vearch/SpaceEngine.java | SpaceEngine | setRetrievalParam | class SpaceEngine {
private String name;
private Long indexSize;
private RetrievalType retrievalType;
private RetrievalParam retrievalParam;
public SpaceEngine() {
}
public SpaceEngine(String name, Long indexSize, RetrievalType retrievalType, RetrievalParam retrievalParam) {
setN... |
// do some constraint check
Class<? extends RetrievalParam> clazz = retrievalType.getParamClass();
if (!clazz.isInstance(retrievalParam)) {
throw new UnsupportedOperationException(
String.format("can't assign unknown param of engine %s, please use class %s to ass... | 396 | 115 | 511 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vearch/src/main/java/dev/langchain4j/store/embedding/vearch/VearchClient.java | VearchClient | bulk | class VearchClient {
private static final Gson GSON = new GsonBuilder()
.setFieldNamingPolicy(LOWER_CASE_WITH_UNDERSCORES)
.create();
private final VearchApi vearchApi;
@Builder
public VearchClient(String baseUrl, Duration timeout) {
OkHttpClient okHttpClient = new OkH... |
try {
StringBuilder bodyString = new StringBuilder();
for (Map<String, Object> document : request.getDocuments()) {
Map<String, Object> fieldsExceptId = new HashMap<>();
for (Map.Entry<String, Object> entry : document.entrySet()) {
Str... | 1,297 | 379 | 1,676 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vearch/src/main/java/dev/langchain4j/store/embedding/vearch/VearchConfig.java | VearchConfig | getDefaultConfig | class VearchConfig {
private String databaseName;
private String spaceName;
private SpaceEngine spaceEngine;
/**
* This attribute's key set should contain
* {@link VearchConfig#embeddingFieldName}, {@link VearchConfig#textFieldName} and {@link VearchConfig#metadataFieldNames}
*/
priv... |
// init properties
Map<String, SpacePropertyParam> properties = new HashMap<>(4);
properties.put("embedding", SpacePropertyParam.VectorParam.builder()
.index(true)
.storeType(SpaceStoreType.MEMORY_ONLY)
.dimension(384)
.build());
... | 205 | 266 | 471 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vearch/src/main/java/dev/langchain4j/store/embedding/vearch/VearchEmbeddingStore.java | Builder | addAllInternal | class Builder {
private VearchConfig vearchConfig;
private String baseUrl;
private Duration timeout;
private Boolean normalizeEmbeddings;
public Builder vearchConfig(VearchConfig vearchConfig) {
this.vearchConfig = vearchConfig;
return this;
}
... |
ids = ensureNotEmpty(ids, "ids");
embeddings = ensureNotEmpty(embeddings, "embeddings");
ensureTrue(ids.size() == embeddings.size(), "ids size is not equal to embeddings size");
ensureTrue(embedded == null || embeddings.size() == embedded.size(), "embeddings size is not equal to embedde... | 983 | 510 | 1,493 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai-gemini/src/main/java/dev/langchain4j/model/vertexai/ContentsMapper.java | ContentsMapper | mergeSystemMessagesIntoUserMessage | class ContentsMapper {
private static volatile boolean warned = false;
static List<com.google.cloud.vertexai.api.Content> map(List<ChatMessage> messages) {
List<SystemMessage> systemMessages = messages.stream()
.filter(message -> message instanceof SystemMessage)
.map(... |
AtomicBoolean injected = new AtomicBoolean(false);
return messages.stream()
.filter(message -> !(message instanceof SystemMessage))
.map(message -> {
if (injected.get()) {
return message;
}
... | 324 | 238 | 562 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai-gemini/src/main/java/dev/langchain4j/model/vertexai/FinishReasonMapper.java | FinishReasonMapper | map | class FinishReasonMapper {
static FinishReason map(Candidate.FinishReason finishReason) {<FILL_FUNCTION_BODY>}
} |
switch (finishReason) {
case STOP:
return FinishReason.STOP;
case MAX_TOKENS:
return FinishReason.LENGTH;
case SAFETY:
return FinishReason.CONTENT_FILTER;
}
return FinishReason.OTHER;
| 40 | 81 | 121 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai-gemini/src/main/java/dev/langchain4j/model/vertexai/FunctionCallHelper.java | FunctionCallHelper | convertToolSpecifications | class FunctionCallHelper {
static Type fromType(String type) {
//TODO: is it covering all the types correctly?
switch (type) {
case "string":
return Type.STRING;
case "integer":
return Type.INTEGER;
case "boolean":
r... |
Tool.Builder tool = Tool.newBuilder();
for (ToolSpecification toolSpecification : toolSpecifications) {
FunctionDeclaration.Builder fnBuilder = FunctionDeclaration.newBuilder()
.setName(toolSpecification.name())
.setDescription(toolSpecification.description(... | 832 | 303 | 1,135 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai-gemini/src/main/java/dev/langchain4j/model/vertexai/PartsMapper.java | PartsMapper | map | class PartsMapper {
private static final Map<String, String> EXTENSION_TO_MIME_TYPE = new HashMap<>();
static {
EXTENSION_TO_MIME_TYPE.put("avif", "image/avif");
EXTENSION_TO_MIME_TYPE.put("bmp", "image/bmp");
EXTENSION_TO_MIME_TYPE.put("gif", "image/gif");
EXTENSION_TO_MIME_TY... |
if (message instanceof AiMessage) {
AiMessage aiMessage = (AiMessage) message;
if (aiMessage.hasToolExecutionRequests()) {
return singletonList(Part.newBuilder()
.setFunctionCall(
//TODO: handling one function call, but can th... | 769 | 467 | 1,236 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai-gemini/src/main/java/dev/langchain4j/model/vertexai/RoleMapper.java | RoleMapper | map | class RoleMapper {
static String map(ChatMessageType type) {<FILL_FUNCTION_BODY>}
} |
switch (type) {
case TOOL_EXECUTION_RESULT:
case USER:
return "user";
case AI:
return "model";
}
throw new IllegalArgumentException(type + " is not allowed.");
| 33 | 63 | 96 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai-gemini/src/main/java/dev/langchain4j/model/vertexai/StreamingChatResponseBuilder.java | StreamingChatResponseBuilder | append | class StreamingChatResponseBuilder {
private final StringBuffer contentBuilder = new StringBuffer();
private final List<FunctionCall> functionCalls = new ArrayList<>();
private volatile TokenUsage tokenUsage;
private volatile FinishReason finishReason;
void append(GenerateContentResponse partial... |
if (partialResponse == null) {
return;
}
List<Candidate> candidates = partialResponse.getCandidatesList();
if (candidates.isEmpty() || candidates.get(0) == null) {
return;
}
List<FunctionCall> functionCalls = candidates.stream()
... | 195 | 291 | 486 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai-gemini/src/main/java/dev/langchain4j/model/vertexai/VertexAiGeminiChatModel.java | VertexAiGeminiChatModel | generate | class VertexAiGeminiChatModel implements ChatLanguageModel {
private final GenerativeModel generativeModel;
private final GenerationConfig generationConfig;
private final Integer maxRetries;
@Builder
public VertexAiGeminiChatModel(String project,
String location,... |
List<Content> contents = ContentsMapper.map(messages);
Tool tool = FunctionCallHelper.convertToolSpecifications(toolSpecifications);
GenerateContentConfig generateContentConfig = GenerateContentConfig.newBuilder()
.setGenerationConfig(generationConfig)
.setTools(... | 981 | 351 | 1,332 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai-gemini/src/main/java/dev/langchain4j/model/vertexai/VertexAiGeminiStreamingChatModel.java | VertexAiGeminiStreamingChatModel | generate | class VertexAiGeminiStreamingChatModel implements StreamingChatLanguageModel {
private final GenerativeModel generativeModel;
private final GenerationConfig generationConfig;
@Builder
public VertexAiGeminiStreamingChatModel(String project,
String location,
... |
List<Content> contents = ContentsMapper.map(messages);
GenerateContentConfig.Builder generateContentConfigBuilder = GenerateContentConfig.newBuilder()
.setGenerationConfig(generationConfig);
if (toolSpecifications != null && !toolSpecifications.isEmpty()) {
Tool tool =... | 752 | 244 | 996 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai/src/main/java/dev/langchain4j/model/vertexai/VertexAiChatModel.java | VertexAiChatModel | generate | class VertexAiChatModel implements ChatLanguageModel {
private final PredictionServiceSettings settings;
private final EndpointName endpointName;
private final VertexAiParameters vertexAiParameters;
private final Integer maxRetries;
public VertexAiChatModel(String endpoint,
... |
try (PredictionServiceClient client = PredictionServiceClient.create(settings)) {
VertexAiChatInstance vertexAiChatInstance = new VertexAiChatInstance(
toContext(messages),
toVertexMessages(messages)
);
Value.Builder instanceBuilder ... | 1,246 | 268 | 1,514 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vertex-ai/src/main/java/dev/langchain4j/model/vertexai/VertexAiLanguageModel.java | VertexAiLanguageModel | generate | class VertexAiLanguageModel implements LanguageModel {
private final PredictionServiceSettings settings;
private final EndpointName endpointName;
private final VertexAiParameters vertexAiParameters;
private final Integer maxRetries;
public VertexAiLanguageModel(String endpoint,
... |
try (PredictionServiceClient client = PredictionServiceClient.create(settings)) {
Value.Builder instanceBuilder = newBuilder();
JsonFormat.parser().merge(toJson(new VertexAiTextInstance(prompt)), instanceBuilder);
List<Value> instances = singletonList(instanceBuilder.build(... | 925 | 228 | 1,153 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-vespa/src/main/java/dev/langchain4j/store/embedding/vespa/VespaQueryClient.java | VespaQueryClient | toX509Certificate | class VespaQueryClient {
static final BouncyCastleProvider bcProvider = new BouncyCastleProvider();
public static VespaQueryApi createInstance(String baseUrl, Path certificate, Path privateKey) {
try {
KeyStore keystore = KeyStore.getInstance("PKCS12");
keystore.load(null);
keystore.setKeyEn... |
if (pemObject instanceof X509Certificate) return (X509Certificate) pemObject;
if (pemObject instanceof X509CertificateHolder) {
return new JcaX509CertificateConverter()
.setProvider(bcProvider)
.getCertificate((X509CertificateHolder) pemObject);
}
throw new IOException("Invalid ty... | 1,207 | 112 | 1,319 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/AssistantMessageTypeAdapter.java | AssistantMessageTypeAdapter | write | class AssistantMessageTypeAdapter extends TypeAdapter<AssistantMessage> {
static final TypeAdapterFactory ASSISTANT_MESSAGE_TYPE_ADAPTER_FACTORY = new TypeAdapterFactory() {
@Override
@SuppressWarnings("unchecked")
public <T> TypeAdapter<T> create(Gson gson, TypeToken<T> type) {
... |
out.beginObject();
out.name("role");
out.value(assistantMessage.getRole().toString().toLowerCase());
out.name("content");
if (assistantMessage.getContent() == null) {
boolean serializeNulls = out.getSerializeNulls();
out.setSerializeNulls(true);
... | 289 | 311 | 600 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/AuthorizationInterceptor.java | AuthorizationInterceptor | generateToken | class AuthorizationInterceptor implements Interceptor {
private static final long expireMillis = 1000 * 60 * 30;
private static final String id = "HS256";
private static final String jcaName = "HmacSHA256";
private static final MacAlgorithm macAlgorithm;
static {
try {
//create... |
String[] apiKeyParts = this.apiKey.split("\\.");
String keyId = apiKeyParts[0];
String secret = apiKeyParts[1];
Map<String, Object> payload = new HashMap<>(3);
payload.put("api_key", keyId);
payload.put("exp", currentTimeMillis() + expireMillis);
payload.put("tim... | 465 | 216 | 681 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/DefaultZhipuAiHelper.java | DefaultZhipuAiHelper | specificationsFrom | class DefaultZhipuAiHelper {
public static List<Embedding> toEmbed(List<EmbeddingResponse> response) {
return response.stream()
.map(zhipuAiEmbedding -> Embedding.from(zhipuAiEmbedding.getEmbedding()))
.collect(Collectors.toList());
}
public static List<Tool> toTool... |
List<ToolExecutionRequest> specifications = new ArrayList<>(toolCalls.size());
for (ToolCall toolCall : toolCalls) {
specifications.add(
ToolExecutionRequest.builder()
.id(toolCall.getId())
.name(toolCall.getFunctio... | 1,239 | 104 | 1,343 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/RequestLoggingInterceptor.java | RequestLoggingInterceptor | getBody | class RequestLoggingInterceptor implements Interceptor {
private static final Logger log = LoggerFactory.getLogger(RequestLoggingInterceptor.class);
private static final Pattern BEARER_PATTERN = Pattern.compile("(Bearer\\s)(\\w{2})(\\w+)(\\w{2})");
static String inOneLine(Headers headers) {
retur... |
try {
Buffer buffer = new Buffer();
if (request.body() != null) {
request.body().writeTo(buffer);
}
return buffer.readUtf8();
} catch (Exception e) {
log.warn("Exception happened while reading request body", e);
ret... | 531 | 99 | 630 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/ResponseLoggingInterceptor.java | ResponseLoggingInterceptor | log | class ResponseLoggingInterceptor implements Interceptor {
private static final Logger log = LoggerFactory.getLogger(ResponseLoggingInterceptor.class);
public Response intercept(Interceptor.Chain chain) throws IOException {
Request request = chain.request();
Response response = chain.proceed(re... |
log.debug(
"Response:\n" +
"- status code: {}\n" +
"- headers: {}\n" +
"- body: {}",
response.code(),
inOneLine(response.headers()),
getBody(response)
);
| 187 | 71 | 258 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/ZhipuAiChatModel.java | ZhipuAiChatModel | generate | class ZhipuAiChatModel implements ChatLanguageModel {
private final String baseUrl;
private final Double temperature;
private final Double topP;
private final String model;
private final Integer maxRetries;
private final Integer maxToken;
private final ZhipuAiClient client;
@Builder
... |
ensureNotEmpty(messages, "messages");
ChatCompletionRequest.Builder requestBuilder = ChatCompletionRequest.builder()
.model(this.model)
.maxTokens(maxToken)
.stream(false)
.topP(topP)
.temperature(temperature)
... | 603 | 218 | 821 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/ZhipuAiClient.java | Builder | writeTimeout | class Builder {
private String baseUrl;
private String apiKey;
private Duration callTimeout;
private Duration connectTimeout;
private Duration readTimeout;
private Duration writeTimeout;
private boolean logRequests;
private boolean logResponses;
p... |
if (writeTimeout == null) {
throw new IllegalArgumentException("writeTimeout cannot be null");
} else {
this.writeTimeout = writeTimeout;
return this;
}
| 742 | 49 | 791 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/ZhipuAiEmbeddingModel.java | ZhipuAiEmbeddingModel | builder | class ZhipuAiEmbeddingModel implements EmbeddingModel {
private final String baseUrl;
private final Integer maxRetries;
private final String model;
private final ZhipuAiClient client;
@Builder
public ZhipuAiEmbeddingModel(
String baseUrl,
String apiKey,
Stri... |
for (ZhipuAiEmbeddingModelBuilderFactory factories : loadFactories(ZhipuAiEmbeddingModelBuilderFactory.class)) {
return factories.get();
}
return new ZhipuAiEmbeddingModelBuilder();
| 526 | 66 | 592 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/ZhipuAiStreamingChatModel.java | ZhipuAiStreamingChatModel | generate | class ZhipuAiStreamingChatModel implements StreamingChatLanguageModel {
private final String baseUrl;
private final Double temperature;
private final Double topP;
private final String model;
private final Integer maxToken;
private final ZhipuAiClient client;
@Builder
public ZhipuAiStre... |
this.generate(messages, toolSpecification == null ? null : Collections.singletonList(toolSpecification), handler);
| 781 | 32 | 813 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/chat/AssistantMessage.java | Builder | toolCalls | class Builder {
private String content;
private String name;
private List<ToolCall> toolCalls;
private Builder() {
}
public Builder content(String content) {
this.content = content;
return this;
}
public Builder name(String name... |
if (toolCalls != null) {
this.toolCalls = unmodifiableList(toolCalls);
}
return this;
| 182 | 40 | 222 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/chat/ChatCompletionRequest.java | Builder | addAssistantMessage | class Builder {
private String model = GLM_4.toString();
private List<Message> messages;
private Double temperature;
private Double topP;
private String requestId;
private Boolean stream;
private List<String> stop;
private Integer maxTokens;
priva... |
if (this.messages == null) {
this.messages = new ArrayList<>();
}
this.messages.add(AssistantMessage.from(assistantMessage));
return this;
| 1,038 | 50 | 1,088 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/chat/Delta.java | Builder | toolCalls | class Builder {
private String content;
private List<ToolCall> toolCalls;
private Builder() {
}
public Builder content(String content) {
this.content = content;
return this;
}
public Builder toolCalls(List<ToolCall> toolCalls) {<FILL_FUN... |
if (toolCalls != null) {
this.toolCalls = Collections.unmodifiableList(toolCalls);
}
return this;
| 114 | 44 | 158 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/chat/Function.java | Builder | addOptionalParameter | class Builder {
private String name;
private String description;
private Parameters parameters;
private Builder() {
}
public Builder name(String name) {
this.name = name;
return this;
}
public Builder description(String descripti... |
if (this.parameters == null) {
this.parameters = Parameters.builder().build();
}
Map<String, Object> jsonSchemaPropertiesMap = new HashMap<>();
for (JsonSchemaProperty jsonSchemaProperty : jsonSchemaProperties) {
jsonSchemaPropertiesMap.... | 223 | 113 | 336 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/chat/Parameters.java | Builder | properties | class Builder {
private Map<String, Map<String, Object>> properties;
private List<String> required;
private Builder() {
this.properties = new HashMap<>();
this.required = new ArrayList<>();
}
public Builder properties(Map<String, Map<String, Object>> pro... |
if (properties != null) {
this.properties = Collections.unmodifiableMap(properties);
}
return this;
| 167 | 38 | 205 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/chat/UserMessage.java | Builder | content | class Builder {
private String content;
private String name;
private Builder() {
}
public Builder content(String content) {<FILL_FUNCTION_BODY>}
public Builder name(String name) {
this.name = name;
return this;
}
public UserMes... |
if (content != null) {
this.content = content;
}
return this;
| 101 | 29 | 130 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/embedding/Embedding.java | Builder | embedding | class Builder {
private List<Float> embedding;
private String object;
private Integer index;
private Builder() {
}
public Builder embedding(List<Float> embedding) {<FILL_FUNCTION_BODY>}
public Builder object(String object) {
this.object = object;
... |
if (embedding != null) {
this.embedding = unmodifiableList(embedding);
}
return this;
| 140 | 37 | 177 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/embedding/EmbeddingRequest.java | EmbeddingRequest | equals | class EmbeddingRequest {
private final String input;
private final String model;
private EmbeddingRequest(Builder builder) {
this.model = builder.model;
this.input = builder.input;
}
public static Builder builder() {
return new Builder();
}
@Override
public boo... |
if (this == another) return true;
return another instanceof EmbeddingRequest
&& equalTo((EmbeddingRequest) another);
| 416 | 35 | 451 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/embedding/EmbeddingResponse.java | Builder | data | class Builder {
private String model;
private String object;
private List<Embedding> data;
private Usage usage;
private Builder() {
}
public Builder model(String model) {
this.model = model;
return this;
}
public Builder... |
if (data != null) {
this.data = unmodifiableList(data);
}
return this;
| 180 | 34 | 214 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j-zhipu-ai/src/main/java/dev/langchain4j/model/zhipu/shared/Usage.java | Usage | add | class Usage {
@SerializedName("prompt_tokens")
private Integer promptTokens;
@SerializedName("completion_tokens")
private Integer completionTokens;
@SerializedName("total_tokens")
private Integer totalTokens;
private Usage(Builder builder) {
this.promptTokens = builder.promptTokens;... |
this.promptTokens += usage.promptTokens;
this.completionTokens += usage.completionTokens;
this.totalTokens += usage.totalTokens;
| 345 | 49 | 394 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/agent/tool/DefaultToolExecutor.java | DefaultToolExecutor | coerceArgument | class DefaultToolExecutor implements ToolExecutor {
private static final Logger log = LoggerFactory.getLogger(DefaultToolExecutor.class);
private final Object object;
private final Method method;
public DefaultToolExecutor(Object object, Method method) {
this.object = Objects.requireNonNull(o... |
if (parameterType == String.class) {
return argument.toString();
}
if (parameterType.isEnum()) {
try {
@SuppressWarnings({"unchecked", "rawtypes"})
Class<Enum> enumClass = (Class<Enum>) parameterType;
return Enum.valueOf(e... | 1,247 | 743 | 1,990 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/chain/ConversationalChain.java | ConversationalChain | execute | class ConversationalChain implements Chain<String, String> {
private final ChatLanguageModel chatLanguageModel;
private final ChatMemory chatMemory;
@Builder
private ConversationalChain(ChatLanguageModel chatLanguageModel, ChatMemory chatMemory) {
this.chatLanguageModel = ensureNotNull(chatLan... |
chatMemory.add(userMessage(ensureNotBlank(userMessage, "userMessage")));
AiMessage aiMessage = chatLanguageModel.generate(chatMemory.messages()).content();
chatMemory.add(aiMessage);
return aiMessage.text();
| 143 | 71 | 214 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/chain/ConversationalRetrievalChain.java | Builder | toPromptTemplateWithNewVariableNames | class Builder {
private ChatLanguageModel chatLanguageModel;
private ChatMemory chatMemory;
private RetrievalAugmentor retrievalAugmentor;
@Deprecated
private dev.langchain4j.retriever.Retriever<TextSegment> retriever;
@Deprecated
private PromptTemplate promptTe... |
if (oldPromptTemplate != null) {
return PromptTemplate.from(oldPromptTemplate.template()
.replaceAll("\\{\\{question}}", "{{userMessage}}")
.replaceAll("\\{\\{information}}", "{{contents}}")
);
}
return PromptTemplate.from(
... | 682 | 135 | 817 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/classification/EmbeddingModelTextClassifier.java | EmbeddingModelTextClassifier | aggregatedScore | class EmbeddingModelTextClassifier<E extends Enum<E>> implements TextClassifier<E> {
private final EmbeddingModel embeddingModel;
private final Map<E, List<Embedding>> exampleEmbeddingsByLabel;
private final int maxResults;
private final double minScore;
private final double meanToMaxScoreRatio;
... |
return (meanToMaxScoreRatio * meanScore) + ((1 - meanToMaxScoreRatio) * maxScore);
| 1,292 | 32 | 1,324 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/code/JavaScriptCodeFixer.java | JavaScriptCodeFixer | fixIfNoLogToConsole | class JavaScriptCodeFixer {
private static final Logger log = LoggerFactory.getLogger(JavaScriptCodeFixer.class);
static String fixIfNoLogToConsole(String code) {
if (code.contains("\n")) {
return fixIfNoLogToConsole(code, "\n");
} else {
return fixIfNoLogToConsole(code... |
String[] parts = code.split(separator);
String lastPart = parts[parts.length - 1];
if (lastPart.startsWith("console.log")) {
return code;
}
parts[parts.length - 1] = "console.log(" + lastPart.replace(";", "") + ");";
String fixedCode = String.join(separator,... | 134 | 133 | 267 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/code/Judge0JavaScriptEngine.java | Judge0JavaScriptEngine | execute | class Judge0JavaScriptEngine implements CodeExecutionEngine {
private static final Logger log = LoggerFactory.getLogger(Judge0JavaScriptEngine.class);
private static final MediaType MEDIA_TYPE = MediaType.parse("application/json");
private static final int ACCEPTED = 3;
private final String apiKey;
... |
String base64EncodedCode = Base64.getEncoder().encodeToString(code.getBytes());
Submission submission = new Submission(languageId, base64EncodedCode);
RequestBody requestBody = RequestBody.create(Json.toJson(submission), MEDIA_TYPE);
Request request = new Request.Builder()
... | 344 | 413 | 757 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/code/Judge0JavaScriptExecutionTool.java | Judge0JavaScriptExecutionTool | executeJavaScriptCode | class Judge0JavaScriptExecutionTool {
private static final int JAVASCRIPT = 93;
private final Judge0JavaScriptEngine engine;
private final boolean fixCodeIfNeeded;
/**
* Constructs a new instance with the provided Rapid API key.
* The code fixing feature is enabled by default.
* Defaul... |
if (fixCodeIfNeeded) {
javaScriptCode = fixIfNoLogToConsole(javaScriptCode);
}
return engine.execute(javaScriptCode);
| 521 | 46 | 567 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/data/document/loader/UrlDocumentLoader.java | UrlDocumentLoader | createUrl | class UrlDocumentLoader {
/**
* Loads a document from the specified URL.
*
* @param url The URL of the file.
* @param documentParser The parser to be used for parsing text from the URL.
* @return document
*/
public static Document load(URL url, DocumentParser documentPa... |
try {
return new URL(url);
} catch (MalformedURLException e) {
throw new IllegalArgumentException(e);
}
| 287 | 39 | 326 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/data/document/parser/TextDocumentParser.java | TextDocumentParser | parse | class TextDocumentParser implements DocumentParser {
private final Charset charset;
public TextDocumentParser() {
this(UTF_8);
}
public TextDocumentParser(Charset charset) {
this.charset = ensureNotNull(charset, "charset");
}
@Override
public Document parse(InputStream in... |
// see https://stackoverflow.com/a/35446009
try {
ByteArrayOutputStream buffer = new ByteArrayOutputStream();
int nRead;
byte[] data = new byte[1024];
while ((nRead = inputStream.read(data, 0, data.length)) != -1) {
buffer.write(data, 0, n... | 101 | 201 | 302 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/data/document/source/UrlSource.java | UrlSource | from | class UrlSource implements DocumentSource {
private final URL url;
public UrlSource(URL url) {
this.url = ensureNotNull(url, "url");
}
@Override
public InputStream inputStream() throws IOException {
URLConnection connection = url.openConnection();
return connection.getInpu... |
try {
return new UrlSource(uri.toURL());
} catch (MalformedURLException e) {
throw new RuntimeException(e);
}
| 229 | 44 | 273 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/data/document/splitter/DocumentBySentenceSplitter.java | DocumentBySentenceSplitter | createSentenceModel | class DocumentBySentenceSplitter extends HierarchicalDocumentSplitter {
private final SentenceModel sentenceModel;
public DocumentBySentenceSplitter(int maxSegmentSizeInChars,
int maxOverlapSizeInChars) {
super(maxSegmentSizeInChars, maxOverlapSizeInChars, null, n... |
String sentenceModelFilePath = "/opennlp/opennlp-en-ud-ewt-sentence-1.0-1.9.3.bin";
try (InputStream is = getClass().getResourceAsStream(sentenceModelFilePath)) {
return new SentenceModel(is);
} catch (Exception e) {
throw new RuntimeException(e);
}
| 493 | 95 | 588 | <methods>public List<dev.langchain4j.data.segment.TextSegment> split(dev.langchain4j.data.document.Document) <variables>private static final java.lang.String INDEX,protected final non-sealed int maxOverlapSize,protected final non-sealed int maxSegmentSize,private final dev.langchain4j.data.document.splitter.Hierarchica... |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/data/document/splitter/DocumentSplitters.java | DocumentSplitters | recursive | class DocumentSplitters {
/**
* This is a recommended {@link DocumentSplitter} for generic text.
* It tries to split the document into paragraphs first and fits
* as many paragraphs into a single {@link dev.langchain4j.data.segment.TextSegment} as possible.
* If some paragraphs are too long, th... |
return new DocumentByParagraphSplitter(maxSegmentSizeInTokens, maxOverlapSizeInTokens, tokenizer,
new DocumentByLineSplitter(maxSegmentSizeInTokens, maxOverlapSizeInTokens, tokenizer,
new DocumentBySentenceSplitter(maxSegmentSizeInTokens, maxOverlapSizeInTokens, tokenize... | 489 | 123 | 612 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/data/document/splitter/SegmentBuilder.java | SegmentBuilder | append | class SegmentBuilder {
private final int maxSegmentSize;
private final Function<String, Integer> sizeFunction;
private final String joinSeparator;
private final int joinSeparatorSize;
private String segment = "";
private int segmentSize = 0;
/**
* Creates a new instance of {@link Segme... |
if (isNotEmpty()) {
segment += joinSeparator;
}
segment += text;
segmentSize = sizeOf(segment);
| 884 | 40 | 924 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/data/document/transformer/HtmlTextExtractor.java | HtmlTextExtractor | transform | class HtmlTextExtractor implements DocumentTransformer {
private final String cssSelector;
private final Map<String, String> metadataCssSelectors;
private final boolean includeLinks;
/**
* Constructs an instance of HtmlToTextTransformer that extracts all text from a given Document containing HTML... |
String html = document.text();
org.jsoup.nodes.Document jsoupDocument = Jsoup.parse(html);
String text;
if (cssSelector != null) {
text = extractText(jsoupDocument, cssSelector, includeLinks);
} else {
text = extractText(jsoupDocument, includeLinks);
... | 938 | 178 | 1,116 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/memory/chat/MessageWindowChatMemory.java | MessageWindowChatMemory | messages | class MessageWindowChatMemory implements ChatMemory {
private static final Logger log = LoggerFactory.getLogger(MessageWindowChatMemory.class);
private final Object id;
private final Integer maxMessages;
private final ChatMemoryStore store;
private MessageWindowChatMemory(Builder builder) {
... |
List<ChatMessage> messages = new LinkedList<>(store.getMessages(id));
ensureCapacity(messages, maxMessages);
return messages;
| 1,067 | 40 | 1,107 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/memory/chat/TokenWindowChatMemory.java | TokenWindowChatMemory | add | class TokenWindowChatMemory implements ChatMemory {
private static final Logger log = LoggerFactory.getLogger(TokenWindowChatMemory.class);
private final Object id;
private final Integer maxTokens;
private final Tokenizer tokenizer;
private final ChatMemoryStore store;
private TokenWindowChat... |
List<ChatMessage> messages = messages();
if (message instanceof SystemMessage) {
Optional<SystemMessage> maybeSystemMessage = findSystemMessage(messages);
if (maybeSystemMessage.isPresent()) {
if (maybeSystemMessage.get().equals(message)) {
re... | 1,205 | 147 | 1,352 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/model/output/DateOutputParser.java | DateOutputParser | parse | class DateOutputParser implements OutputParser<Date> {
private static final String DATE_PATTERN = "yyyy-MM-dd";
private static final SimpleDateFormat SIMPLE_DATE_FORMAT = new SimpleDateFormat(DATE_PATTERN);
@Override
public Date parse(String string) {<FILL_FUNCTION_BODY>}
@Override
public Str... |
string = string.trim();
// SimpleDateFormat silently accepts dd-MM-yyyy; but parses it strangely.
if (string.indexOf("-") != 4 || string.indexOf("-", 5) != 7) {
throw new RuntimeException("Invalid date format: " + string);
}
try {
return SIMPLE_DATE_FOR... | 117 | 124 | 241 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/model/output/EnumOutputParser.java | EnumOutputParser | parse | class EnumOutputParser implements OutputParser<Enum> {
private final Class<? extends Enum> enumClass;
public EnumOutputParser(Class<? extends Enum> enumClass) {
this.enumClass = enumClass;
}
@Override
public Enum parse(String string) {<FILL_FUNCTION_BODY>}
@Override
public String... |
for (Enum enumConstant : enumClass.getEnumConstants()) {
if (enumConstant.name().equalsIgnoreCase(string)) {
return enumConstant;
}
}
throw new RuntimeException("Unknown enum value: " + string);
| 128 | 62 | 190 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/retriever/EmbeddingStoreRetriever.java | EmbeddingStoreRetriever | findRelevant | class EmbeddingStoreRetriever implements Retriever<TextSegment> {
private final EmbeddingStore<TextSegment> embeddingStore;
private final EmbeddingModel embeddingModel;
private final int maxResults;
private final Double minScore;
public EmbeddingStoreRetriever(EmbeddingStore<TextSegment> embedding... |
Embedding embeddedText = embeddingModel.embed(text).content();
List<EmbeddingMatch<TextSegment>> relevant;
if (minScore == null) {
relevant = embeddingStore.findRelevant(embeddedText, maxResults);
} else {
relevant = embeddingStore.findRelevant(embeddedText, ma... | 367 | 125 | 492 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/service/AiServiceStreamingResponseHandler.java | AiServiceStreamingResponseHandler | onError | class AiServiceStreamingResponseHandler implements StreamingResponseHandler<AiMessage> {
private final Logger log = LoggerFactory.getLogger(AiServiceStreamingResponseHandler.class);
private final AiServiceContext context;
private final Object memoryId;
private final Consumer<String> tokenHandler;
... |
if (errorHandler != null) {
try {
errorHandler.accept(error);
} catch (Exception e) {
log.error("While handling the following error...", error);
log.error("...the following error happened", e);
}
} else {
lo... | 679 | 88 | 767 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/service/AiServiceTokenStream.java | AiServiceTokenStream | onComplete | class AiServiceTokenStream implements TokenStream {
private final List<ChatMessage> messagesToSend;
private final AiServiceContext context;
private final Object memoryId;
public AiServiceTokenStream(List<ChatMessage> messagesToSend, AiServiceContext context, Object memoryId) {
this.messagesToS... |
return new OnError() {
@Override
public OnStart onError(Consumer<Throwable> errorHandler) {
return new AiServiceOnStart(tokenHandler, completionHandler, errorHandler);
}
@Override
... | 581 | 94 | 675 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/service/ServiceOutputParser.java | ServiceOutputParser | simpleTypeName | class ServiceOutputParser {
private static final Map<Class<?>, OutputParser<?>> OUTPUT_PARSERS = new HashMap<>();
static {
OUTPUT_PARSERS.put(boolean.class, new BooleanOutputParser());
OUTPUT_PARSERS.put(Boolean.class, new BooleanOutputParser());
OUTPUT_PARSERS.put(byte.class, new Byt... |
switch (type.getTypeName()) {
case "java.lang.String":
return "string";
case "java.lang.Integer":
case "int":
return "integer";
case "java.lang.Boolean":
case "boolean":
return "boolean";
cas... | 1,731 | 243 | 1,974 | <no_super_class> |
langchain4j_langchain4j | langchain4j/langchain4j/src/main/java/dev/langchain4j/store/embedding/inmemory/InMemoryEmbeddingStore.java | InMemoryEmbeddingStore | search | class InMemoryEmbeddingStore<Embedded> implements EmbeddingStore<Embedded> {
final CopyOnWriteArrayList<Entry<Embedded>> entries = new CopyOnWriteArrayList<>();
@Override
public String add(Embedding embedding) {
String id = randomUUID();
add(id, embedding);
return id;
}
@O... |
Comparator<EmbeddingMatch<Embedded>> comparator = comparingDouble(EmbeddingMatch::score);
PriorityQueue<EmbeddingMatch<Embedded>> matches = new PriorityQueue<>(comparator);
Filter filter = embeddingSearchRequest.filter();
for (Entry<Embedded> entry : entries) {
if (filte... | 1,211 | 331 | 1,542 | <no_super_class> |
languagetool-org_languagetool | languagetool/languagetool-core/src/main/java/org/languagetool/AnalyzedToken.java | AnalyzedToken | equals | class AnalyzedToken {
private final String token;
private final String posTag;
private final String lemma;
private final String lemmaOrToken; // used only for matching with Elements
private boolean isWhitespaceBefore;
private boolean hasNoPOSTag;
public AnalyzedToken(String token, String posTag, Strin... |
if (o == null) return false;
if (o == this) return true;
if (o.getClass() != getClass()) return false;
AnalyzedToken other = (AnalyzedToken) o;
return Objects.equals(token, other.token)
&& Objects.equals(posTag, other.posTag)
&& Objects.equals(lemma, other.lemma)
&& Objects.... | 911 | 122 | 1,033 | <no_super_class> |
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