From 14b4ed7d429e97e443de33d8449bc739ec71158c Mon Sep 17 00:00:00 2001 From: Raja Kolli <rajadilipkolli@gmail.com> Date: Thu, 28 Mar 2024 11:22:04 +0530 Subject: [PATCH] feat : reduce pdf size to parse and adds integrationtest (#25) * feat : reduce pdf size to parse and adds integrationtest * feat : adds validation * feat : adds validation starter for validation to kick in * feat : fixes assertions --- llm-rag-with-springai/pom.xml | 78 +++++++++++ .../LlmRagWithSpringAiApplication.java | 25 ++-- .../llmragwithspringai/config/AppConfig.java | 91 ++++++------ .../config/GlobalExceptionHandler.java | 62 +++++++++ .../config/ResponseHeadersModification.java | 129 +++++++++--------- .../config/SwaggerConfig.java | 20 +-- .../controller/AiController.java | 61 +++++---- .../service/AIChatService.java | 123 +++++++++-------- .../main/resources/Rohit_Gurunath_Sharma.pdf | Bin 0 -> 56577 bytes .../src/main/resources/application.properties | 1 + .../src/main/resources/medicaid-wa-faqs.pdf | Bin 209329 -> 0 bytes .../LlmRagWithSpringAiApplicationIntTest.java | 85 ++++++++++++ .../LlmRagWithSpringAiApplicationTests.java | 13 -- .../TestLlmRagWithSpringAiApplication.java | 19 +-- .../config/AbstractIntegrationTest.java | 23 ++++ 15 files changed, 487 insertions(+), 243 deletions(-) create mode 100644 llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/GlobalExceptionHandler.java create mode 100644 llm-rag-with-springai/src/main/resources/Rohit_Gurunath_Sharma.pdf delete mode 100644 llm-rag-with-springai/src/main/resources/medicaid-wa-faqs.pdf create mode 100644 llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplicationIntTest.java delete mode 100644 llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplicationTests.java create mode 100644 llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/config/AbstractIntegrationTest.java diff --git a/llm-rag-with-springai/pom.xml b/llm-rag-with-springai/pom.xml index 4a332ee..3173ee9 100644 --- a/llm-rag-with-springai/pom.xml +++ b/llm-rag-with-springai/pom.xml @@ -13,10 +13,13 @@ <version>0.0.1-SNAPSHOT</version> <name>llm-rag-with-springai</name> <description>Demo project for Spring AI</description> + <properties> <java.version>17</java.version> <spring-ai.version>0.8.1</spring-ai.version> + <spotless.version>2.43.0</spotless.version> </properties> + <dependencies> <dependency> <groupId>org.springframework.boot</groupId> @@ -26,6 +29,10 @@ <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-web</artifactId> </dependency> + <dependency> + <groupId>org.springframework.boot</groupId> + <artifactId>spring-boot-starter-validation</artifactId> + </dependency> <dependency> <groupId>org.springframework.ai</groupId> <artifactId>spring-ai-openai-spring-boot-starter</artifactId> @@ -77,6 +84,11 @@ <artifactId>postgresql</artifactId> <scope>test</scope> </dependency> + <dependency> + <groupId>io.rest-assured</groupId> + <artifactId>rest-assured</artifactId> + <scope>test</scope> + </dependency> </dependencies> <dependencyManagement> @@ -101,6 +113,72 @@ <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-maven-plugin</artifactId> </plugin> + <plugin> + <groupId>com.diffplug.spotless</groupId> + <artifactId>spotless-maven-plugin</artifactId> + <version>${spotless.version}</version> + <configuration> + <java> + <palantirJavaFormat> + <version>2.40.0</version> + </palantirJavaFormat> + <importOrder /> + <removeUnusedImports /> + <formatAnnotations /> + </java> + </configuration> + <executions> + <execution> + <phase>compile</phase> + <goals> + <goal>check</goal> + </goals> + </execution> + </executions> + </plugin> + <plugin> + <groupId>org.apache.maven.plugins</groupId> + <artifactId>maven-surefire-plugin</artifactId> + <version>${maven-surefire-plugin.version}</version> + <configuration> + <runOrder>alphabetical</runOrder> + <reportsDirectory>${junit.utReportFolder}</reportsDirectory> + <excludes> + <exclude>**/*IT*</exclude> + <exclude>**/*IntTest*</exclude> + <exclude>**/*IntegrationTest*</exclude> + </excludes> + </configuration> + </plugin> + <plugin> + <groupId>org.apache.maven.plugins</groupId> + <artifactId>maven-failsafe-plugin</artifactId> + <version>${maven-failsafe-plugin.version}</version> + <configuration> + <classesDirectory>${project.build.outputDirectory}</classesDirectory> + <runOrder>alphabetical</runOrder> + <reportsDirectory>${junit.itReportFolder}</reportsDirectory> + <includes> + <include>**/*IT*</include> + <include>**/*IntTest*</include> + <include>**/*IntegrationTest*</include> + </includes> + </configuration> + <executions> + <execution> + <id>integration-test</id> + <goals> + <goal>integration-test</goal> + </goals> + </execution> + <execution> + <id>verify</id> + <goals> + <goal>verify</goal> + </goals> + </execution> + </executions> + </plugin> </plugins> </build> diff --git a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplication.java b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplication.java index 889329e..076804c 100644 --- a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplication.java +++ b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplication.java @@ -1,13 +1,12 @@ -package com.learning.ai.llmragwithspringai; - -import org.springframework.boot.SpringApplication; -import org.springframework.boot.autoconfigure.SpringBootApplication; - -@SpringBootApplication -public class LlmRagWithSpringAiApplication { - - public static void main(String[] args) { - SpringApplication.run(LlmRagWithSpringAiApplication.class, args); - } - -} +package com.learning.ai.llmragwithspringai; + +import org.springframework.boot.SpringApplication; +import org.springframework.boot.autoconfigure.SpringBootApplication; + +@SpringBootApplication +public class LlmRagWithSpringAiApplication { + + public static void main(String[] args) { + SpringApplication.run(LlmRagWithSpringAiApplication.class, args); + } +} diff --git a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/AppConfig.java b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/AppConfig.java index 41ba65e..4d459fb 100644 --- a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/AppConfig.java +++ b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/AppConfig.java @@ -1,45 +1,46 @@ -package com.learning.ai.llmragwithspringai.config; - -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; -import org.springframework.ai.reader.ExtractedTextFormatter; -import org.springframework.ai.reader.pdf.PagePdfDocumentReader; -import org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig; -import org.springframework.ai.transformer.splitter.TokenTextSplitter; -import org.springframework.ai.vectorstore.VectorStore; -import org.springframework.beans.factory.annotation.Value; -import org.springframework.boot.ApplicationRunner; -import org.springframework.context.annotation.Bean; -import org.springframework.context.annotation.Configuration; -import org.springframework.core.io.Resource; -import org.springframework.jdbc.core.JdbcTemplate; - -@Configuration(proxyBeanMethods = false) -public class AppConfig { - private static final Logger log = LoggerFactory.getLogger(AppConfig.class); - - @Value("classpath:medicaid-wa-faqs.pdf") - private Resource resource; - - @Bean - TokenTextSplitter tokenTextSplitter() { - return new TokenTextSplitter(); - } - - @Bean - ApplicationRunner runner(VectorStore vectorStore, JdbcTemplate template, TokenTextSplitter tokenTextSplitter) { - return args -> { - log.info("Loading file(s) as Documents"); - PdfDocumentReaderConfig config = PdfDocumentReaderConfig.builder() - .withPageExtractedTextFormatter(new ExtractedTextFormatter.Builder().withNumberOfBottomTextLinesToDelete(3) - .withNumberOfTopPagesToSkipBeforeDelete(1) - .build()) - .withPagesPerDocument(1) - .build(); - PagePdfDocumentReader pagePdfDocumentReader = new PagePdfDocumentReader(resource, config); - template.update("delete from vector_store"); - vectorStore.accept(tokenTextSplitter.apply(pagePdfDocumentReader.get())); - }; - } - -} +package com.learning.ai.llmragwithspringai.config; + +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import org.springframework.ai.reader.ExtractedTextFormatter; +import org.springframework.ai.reader.pdf.PagePdfDocumentReader; +import org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig; +import org.springframework.ai.transformer.splitter.TokenTextSplitter; +import org.springframework.ai.vectorstore.VectorStore; +import org.springframework.beans.factory.annotation.Value; +import org.springframework.boot.ApplicationRunner; +import org.springframework.context.annotation.Bean; +import org.springframework.context.annotation.Configuration; +import org.springframework.core.io.Resource; +import org.springframework.jdbc.core.JdbcTemplate; + +@Configuration(proxyBeanMethods = false) +public class AppConfig { + private static final Logger log = LoggerFactory.getLogger(AppConfig.class); + + @Value("classpath:Rohit_Gurunath_Sharma.pdf") + private Resource resource; + + @Bean + TokenTextSplitter tokenTextSplitter() { + return new TokenTextSplitter(); + } + + @Bean + ApplicationRunner runner(VectorStore vectorStore, JdbcTemplate template, TokenTextSplitter tokenTextSplitter) { + return args -> { + log.info("Loading file(s) as Documents"); + PdfDocumentReaderConfig config = PdfDocumentReaderConfig.builder() + .withPageExtractedTextFormatter(new ExtractedTextFormatter.Builder() + .withNumberOfBottomTextLinesToDelete(3) + .withNumberOfTopPagesToSkipBeforeDelete(1) + .build()) + .withPagesPerDocument(1) + .build(); + PagePdfDocumentReader pagePdfDocumentReader = new PagePdfDocumentReader(resource, config); + template.update("delete from vector_store"); + vectorStore.accept(tokenTextSplitter.apply(pagePdfDocumentReader.get())); + log.info("Loaded document to database."); + }; + } +} diff --git a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/GlobalExceptionHandler.java b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/GlobalExceptionHandler.java new file mode 100644 index 0000000..c2a2c76 --- /dev/null +++ b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/GlobalExceptionHandler.java @@ -0,0 +1,62 @@ +package com.learning.ai.llmragwithspringai.config; + +import jakarta.validation.ConstraintViolationException; +import java.util.Comparator; +import java.util.List; +import java.util.Objects; +import org.springframework.core.Ordered; +import org.springframework.core.annotation.Order; +import org.springframework.http.HttpStatus; +import org.springframework.http.HttpStatusCode; +import org.springframework.http.ProblemDetail; +import org.springframework.validation.FieldError; +import org.springframework.web.bind.MethodArgumentNotValidException; +import org.springframework.web.bind.annotation.ControllerAdvice; +import org.springframework.web.bind.annotation.ExceptionHandler; +import org.springframework.web.bind.annotation.ResponseStatus; + +@Order(Ordered.HIGHEST_PRECEDENCE) +@ControllerAdvice +public class GlobalExceptionHandler { + + @ExceptionHandler(MethodArgumentNotValidException.class) + @ResponseStatus(HttpStatus.BAD_REQUEST) + ProblemDetail onException(MethodArgumentNotValidException methodArgumentNotValidException) { + ProblemDetail problemDetail = + ProblemDetail.forStatusAndDetail(HttpStatusCode.valueOf(400), "Invalid request content."); + problemDetail.setTitle("Constraint Violation"); + List<ApiValidationError> validationErrorsList = methodArgumentNotValidException.getAllErrors().stream() + .map(objectError -> { + FieldError fieldError = (FieldError) objectError; + return new ApiValidationError( + fieldError.getObjectName(), + fieldError.getField(), + fieldError.getRejectedValue(), + Objects.requireNonNull(fieldError.getDefaultMessage(), "")); + }) + .sorted(Comparator.comparing(ApiValidationError::field)) + .toList(); + problemDetail.setProperty("violations", validationErrorsList); + return problemDetail; + } + + @ExceptionHandler(ConstraintViolationException.class) + @ResponseStatus(HttpStatus.BAD_REQUEST) + ProblemDetail onException(ConstraintViolationException constraintViolationException) { + ProblemDetail problemDetail = + ProblemDetail.forStatusAndDetail(HttpStatusCode.valueOf(400), "Invalid request content."); + problemDetail.setTitle("Constraint Violation"); + List<ApiValidationError> validationErrorsList = constraintViolationException.getConstraintViolations().stream() + .map(constraintViolation -> new ApiValidationError( + constraintViolation.getMessage(), + constraintViolation.getPropertyPath().toString(), + constraintViolation.getInvalidValue(), + constraintViolation.getMessage())) + .sorted(Comparator.comparing(ApiValidationError::field)) + .toList(); + problemDetail.setProperty("violations", validationErrorsList); + return problemDetail; + } + + record ApiValidationError(String object, String field, Object rejectedValue, String message) {} +} diff --git a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/ResponseHeadersModification.java b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/ResponseHeadersModification.java index 28ae63b..c808f4a 100644 --- a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/ResponseHeadersModification.java +++ b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/ResponseHeadersModification.java @@ -1,65 +1,64 @@ -package com.learning.ai.llmragwithspringai.config; - -import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty; -import org.springframework.context.annotation.Bean; -import org.springframework.context.annotation.Configuration; -import org.springframework.http.HttpHeaders; -import org.springframework.http.HttpStatusCode; -import org.springframework.http.MediaType; -import org.springframework.http.client.ClientHttpResponse; -import org.springframework.util.LinkedMultiValueMap; -import org.springframework.util.MultiValueMap; -import org.springframework.web.client.RestClient; - -import java.io.IOException; -import java.io.InputStream; -import java.util.Collections; - -@Configuration(proxyBeanMethods = false) -@ConditionalOnProperty(value = "spring.ai.openai.api-key", havingValue = "demo") -public class ResponseHeadersModification { - - @Bean - RestClient.Builder restClientBuilder() { - return RestClient.builder().requestInterceptor((request, body, execution) -> { - ClientHttpResponse response = execution.execute(request, body); - return new CustomClientHttpResponse(response); - }); - } - - private static class CustomClientHttpResponse implements ClientHttpResponse { - - private final ClientHttpResponse originalResponse; - private final HttpHeaders headers; - - public CustomClientHttpResponse(ClientHttpResponse originalResponse) { - this.originalResponse = originalResponse; - MultiValueMap<String, String> modifiedHeaders = new LinkedMultiValueMap<>(originalResponse.getHeaders()); - modifiedHeaders.put(HttpHeaders.CONTENT_TYPE, Collections.singletonList(MediaType.APPLICATION_JSON_VALUE)); - this.headers = new HttpHeaders(modifiedHeaders); - } - - @Override - public HttpStatusCode getStatusCode() throws IOException { - return originalResponse.getStatusCode(); - } - - @Override - public String getStatusText() throws IOException { - return originalResponse.getStatusText(); - } - - @Override - public void close() {} - - @Override - public InputStream getBody() throws IOException { - return originalResponse.getBody(); - } - - @Override - public HttpHeaders getHeaders() { - return headers; - } - } -} +package com.learning.ai.llmragwithspringai.config; + +import java.io.IOException; +import java.io.InputStream; +import java.util.Collections; +import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty; +import org.springframework.context.annotation.Bean; +import org.springframework.context.annotation.Configuration; +import org.springframework.http.HttpHeaders; +import org.springframework.http.HttpStatusCode; +import org.springframework.http.MediaType; +import org.springframework.http.client.ClientHttpResponse; +import org.springframework.util.LinkedMultiValueMap; +import org.springframework.util.MultiValueMap; +import org.springframework.web.client.RestClient; + +@Configuration(proxyBeanMethods = false) +@ConditionalOnProperty(value = "spring.ai.openai.api-key", havingValue = "demo") +public class ResponseHeadersModification { + + @Bean + RestClient.Builder restClientBuilder() { + return RestClient.builder().requestInterceptor((request, body, execution) -> { + ClientHttpResponse response = execution.execute(request, body); + return new CustomClientHttpResponse(response); + }); + } + + private static class CustomClientHttpResponse implements ClientHttpResponse { + + private final ClientHttpResponse originalResponse; + private final HttpHeaders headers; + + public CustomClientHttpResponse(ClientHttpResponse originalResponse) { + this.originalResponse = originalResponse; + MultiValueMap<String, String> modifiedHeaders = new LinkedMultiValueMap<>(originalResponse.getHeaders()); + modifiedHeaders.put(HttpHeaders.CONTENT_TYPE, Collections.singletonList(MediaType.APPLICATION_JSON_VALUE)); + this.headers = new HttpHeaders(modifiedHeaders); + } + + @Override + public HttpStatusCode getStatusCode() throws IOException { + return originalResponse.getStatusCode(); + } + + @Override + public String getStatusText() throws IOException { + return originalResponse.getStatusText(); + } + + @Override + public void close() {} + + @Override + public InputStream getBody() throws IOException { + return originalResponse.getBody(); + } + + @Override + public HttpHeaders getHeaders() { + return headers; + } + } +} diff --git a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/SwaggerConfig.java b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/SwaggerConfig.java index 14073a4..e5541d6 100644 --- a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/SwaggerConfig.java +++ b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/config/SwaggerConfig.java @@ -1,10 +1,10 @@ -package com.learning.ai.llmragwithspringai.config; - -import io.swagger.v3.oas.annotations.OpenAPIDefinition; -import io.swagger.v3.oas.annotations.info.Info; -import io.swagger.v3.oas.annotations.servers.Server; -import org.springframework.context.annotation.Configuration; - -@Configuration(proxyBeanMethods = false) -@OpenAPIDefinition(info = @Info(title = "llm-rag-with-springai", version = "v1.0.0"), servers = @Server(url = "/")) -public class SwaggerConfig {} +package com.learning.ai.llmragwithspringai.config; + +import io.swagger.v3.oas.annotations.OpenAPIDefinition; +import io.swagger.v3.oas.annotations.info.Info; +import io.swagger.v3.oas.annotations.servers.Server; +import org.springframework.context.annotation.Configuration; + +@Configuration(proxyBeanMethods = false) +@OpenAPIDefinition(info = @Info(title = "llm-rag-with-springai", version = "v1.0.0"), servers = @Server(url = "/")) +public class SwaggerConfig {} diff --git a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/controller/AiController.java b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/controller/AiController.java index 6621eff..0cd2830 100644 --- a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/controller/AiController.java +++ b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/controller/AiController.java @@ -1,26 +1,35 @@ -package com.learning.ai.llmragwithspringai.controller; - -import com.learning.ai.llmragwithspringai.service.AIChatService; -import org.springframework.web.bind.annotation.GetMapping; -import org.springframework.web.bind.annotation.RequestMapping; -import org.springframework.web.bind.annotation.RequestParam; -import org.springframework.web.bind.annotation.RestController; - -import java.util.Map; - -@RestController -@RequestMapping("/api/ai") -public class AiController { - - private final AIChatService aiChatService; - - public AiController(AIChatService aiChatService) { - this.aiChatService = aiChatService; - } - - @GetMapping("/chat") - Map<String, String> ragService(@RequestParam String message) { - String chatResponse = aiChatService.chat(message); - return Map.of("response", chatResponse); - } -} +package com.learning.ai.llmragwithspringai.controller; + +import com.learning.ai.llmragwithspringai.service.AIChatService; +import jakarta.validation.constraints.NotBlank; +import jakarta.validation.constraints.Pattern; +import jakarta.validation.constraints.Size; +import java.util.Map; +import org.springframework.validation.annotation.Validated; +import org.springframework.web.bind.annotation.GetMapping; +import org.springframework.web.bind.annotation.RequestMapping; +import org.springframework.web.bind.annotation.RequestParam; +import org.springframework.web.bind.annotation.RestController; + +@RestController +@RequestMapping("/api/ai") +@Validated +public class AiController { + + private final AIChatService aiChatService; + + public AiController(AIChatService aiChatService) { + this.aiChatService = aiChatService; + } + + @GetMapping("/chat") + Map<String, String> ragService( + @RequestParam + @NotBlank(message = "Query cannot be empty") + @Size(max = 255, message = "Query exceeds maximum length") + @Pattern(regexp = "^[a-zA-Z0-9 ]*$", message = "Invalid characters in query") + String question) { + String chatResponse = aiChatService.chat(question); + return Map.of("response", chatResponse); + } +} diff --git a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/service/AIChatService.java b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/service/AIChatService.java index 32050b0..dc41a0f 100644 --- a/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/service/AIChatService.java +++ b/llm-rag-with-springai/src/main/java/com/learning/ai/llmragwithspringai/service/AIChatService.java @@ -1,62 +1,61 @@ -package com.learning.ai.llmragwithspringai.service; - -import org.springframework.ai.chat.ChatClient; -import org.springframework.ai.chat.ChatResponse; -import org.springframework.ai.chat.messages.Message; -import org.springframework.ai.chat.messages.UserMessage; -import org.springframework.ai.chat.prompt.Prompt; -import org.springframework.ai.chat.prompt.SystemPromptTemplate; -import org.springframework.ai.document.Document; -import org.springframework.ai.vectorstore.VectorStore; -import org.springframework.stereotype.Service; - -import java.util.List; -import java.util.Map; -import java.util.stream.Collectors; - -@Service -public class AIChatService { - - private static final String template = """ - - You're assisting with questions about services offered by Carina. - Carina is a two-sided healthcare marketplace focusing on home care aides (caregivers) - and their Medicaid in-home care clients (adults and children with developmental disabilities and low income elderly population). - Carina's mission is to build online tools to bring good jobs to care workers, so care workers can provide the - best possible care for those who need it. - - Use the information from the DOCUMENTS section to provide accurate answers but act as if you knew this information innately. - If unsure, simply state that you don't know. - - DOCUMENTS: - {documents} - - """; - - private final ChatClient aiClient; - private final VectorStore vectorStore; - - public AIChatService(ChatClient aiClient, VectorStore vectorStore) { - this.aiClient = aiClient; - this.vectorStore = vectorStore; - } - - public String chat(String message) { - // Querying the VectorStore using natural language looking for the information about info asked. - List<Document> listOfSimilarDocuments = this.vectorStore.similaritySearch(message); - String documents = listOfSimilarDocuments - .stream() - .map(Document::getContent) - .collect(Collectors.joining(System.lineSeparator())); - // Constructing the systemMessage to indicate the AI model to use the passed information - // to answer the question. - Message systemMessage = new SystemPromptTemplate(template) - .createMessage(Map.of("documents", documents)); - UserMessage userMessage = new UserMessage(message); - Prompt prompt = new Prompt(List.of(systemMessage, userMessage)); - ChatResponse aiResponse = aiClient.call(prompt); - return aiResponse.getResult().getOutput().getContent(); - } - - -} +package com.learning.ai.llmragwithspringai.service; + +import java.util.List; +import java.util.Map; +import java.util.stream.Collectors; +import org.springframework.ai.chat.ChatClient; +import org.springframework.ai.chat.ChatResponse; +import org.springframework.ai.chat.messages.Message; +import org.springframework.ai.chat.messages.UserMessage; +import org.springframework.ai.chat.prompt.Prompt; +import org.springframework.ai.chat.prompt.SystemPromptTemplate; +import org.springframework.ai.document.Document; +import org.springframework.ai.vectorstore.VectorStore; +import org.springframework.stereotype.Service; + +@Service +public class AIChatService { + + private static final String template = + """ + + You're assisting with questions about cricketers + Cricket is a bat-and-ball game that is played between two teams of eleven players on a field at the centre of which is a 22-yard (20-metre) pitch with a wicket at each end, + each comprising two bails balanced on three stumps. + Two players from the batting team (the striker and nonstriker) stand in front of either wicket, + with one player from the fielding team (the bowler) bowling the ball towards the striker's wicket from the opposite end of the pitch. + The striker's goal is to hit the bowled ball and then switch places with the nonstriker, + with the batting team scoring one run for each exchange. + Runs are also scored when the ball reaches or crosses the boundary of the field or when the ball is bowled illegally. + + Use the information from the DOCUMENTS section to provide accurate answers but act as if you knew this information innately. + If unsure, simply state that you don't know. + + DOCUMENTS: + {documents} + + """; + + private final ChatClient aiClient; + private final VectorStore vectorStore; + + public AIChatService(ChatClient aiClient, VectorStore vectorStore) { + this.aiClient = aiClient; + this.vectorStore = vectorStore; + } + + public String chat(String message) { + // Querying the VectorStore using natural language looking for the information about info asked. + List<Document> listOfSimilarDocuments = this.vectorStore.similaritySearch(message); + String documents = listOfSimilarDocuments.stream() + .map(Document::getContent) + .collect(Collectors.joining(System.lineSeparator())); + // Constructing the systemMessage to indicate the AI model to use the passed information + // to answer the question. + Message systemMessage = new SystemPromptTemplate(template).createMessage(Map.of("documents", documents)); + UserMessage userMessage = new UserMessage(message); + Prompt prompt = new Prompt(List.of(systemMessage, userMessage)); + ChatResponse aiResponse = aiClient.call(prompt); + return aiResponse.getResult().getOutput().getContent(); + } +} diff --git a/llm-rag-with-springai/src/main/resources/Rohit_Gurunath_Sharma.pdf b/llm-rag-with-springai/src/main/resources/Rohit_Gurunath_Sharma.pdf new file mode 100644 index 0000000000000000000000000000000000000000..5ef9e8712297e2368861bf34cd2a5f6b04b4fd4c GIT binary patch literal 56577 zcma&M19WE1)-@X2Nyi=Awr$(CZQHhOr_-^Gj&0lM_@>`;&i|eB-}k%cK4WZEja^l1 z&bd}qt^E+o35ihC)3Cr2@9zDYgN0&X!=uBqHL!r?;-Zx@w=vdtF!wMv!lS2^!eeG( zW@V+7#bczS6~<#?XJ=rcmHDbr`l?`HWuz6u)5K$@qr;<TW7g*3fi<=<`qK>F|LX?} z#l-$UeFzyF+8P<l={s0Ee)TA5YvpWh<A}#ZE9YQrWNzqW>wrhkz{5i;Vs7PR>_97G zrSD|?k5_2Lg*3UC*;trGMEL30gxOfx=$RM<=vmlVMCe55g+v%wSp-;lxL8@)=osnQ z*;)9Rnb`T682AMk1q8q9nS}Y7h4`7-d9-Q8ZH$cFG`|dIWcu@9VvEPX`ZYiWS}9{2 zQztV#cGf?marw(kCRznsTPHk*KNcv^Dt=*u$HG9X<Zfq7tEOOVLaVAtkH>&V{{?`f zlY_CoH7u0brh$PGf}Wm%UIsJ~dZ{0TFkY_%0MQ{3!9L%BG{Oy*P?$f2B0@eq!6Oi4 z2m)U3Ct#5(xR_Z|01=yC&?+H9B&gWWB>>1*a~P>8m`Z*QbaZjT4@RALFa$k-(IGfa 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b/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplicationIntTest.java new file mode 100644 index 0000000..16b62ae --- /dev/null +++ b/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplicationIntTest.java @@ -0,0 +1,85 @@ +package com.learning.ai.llmragwithspringai; + +import static io.restassured.RestAssured.given; +import static org.hamcrest.Matchers.containsString; +import static org.hamcrest.Matchers.hasSize; +import static org.hamcrest.Matchers.is; + +import com.learning.ai.llmragwithspringai.config.AbstractIntegrationTest; +import io.restassured.RestAssured; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.TestInstance; +import org.springframework.boot.test.web.server.LocalServerPort; + +@TestInstance(TestInstance.Lifecycle.PER_CLASS) +class LlmRagWithSpringAiApplicationIntTest extends AbstractIntegrationTest { + + @LocalServerPort + private int localServerPort; + + @BeforeAll + void setUp() { + RestAssured.port = localServerPort; + } + + @Test + void testRag() { + given().param("question", "What trophies did Rohit won") + .when() + .get("/api/ai/chat") + .then() + .statusCode(200) + .body("response", containsString("2007 T20 World Cup and the 2013 ICC Champions Trophy")); + } + + @Test + void testEmptyQuery() { + given().param("question", "") + .when() + .get("/api/ai/chat") + .then() + .statusCode(400) + .header("Content-Type", is("application/problem+json")) + .body("detail", is("Invalid request content.")) + .body("instance", is("/api/ai/chat")) + .body("title", is("Constraint Violation")) + .body("violations", hasSize(1)) + .body("violations[0].field", is("ragService.question")) + .body("violations[0].message", containsString("Query cannot be empty")); + } + + @Test + void testLongQueryString() { + String longQuery = "a".repeat(1000); // Example of a very long query string + given().param("question", longQuery) + .when() + .get("/api/ai/chat") + .then() + .statusCode(400) + .header("Content-Type", is("application/problem+json")) + .body("detail", is("Invalid request content.")) + .body("instance", is("/api/ai/chat")) + .body("title", is("Constraint Violation")) + .body("violations", hasSize(1)) + .body("violations[0].field", is("ragService.question")) + .body("violations[0].message", containsString("Query exceeds maximum length")); + } + + @Test + void testSpecialCharactersInQuery() { + given().param("question", "@#$%^&*()") + .when() + .get("/api/ai/chat") + .then() + .statusCode(400) + .header("Content-Type", is("application/problem+json")) + .body("detail", is("Invalid request content.")) + .body("instance", is("/api/ai/chat")) + .body("title", is("Constraint Violation")) + .body("violations", hasSize(1)) + .body("violations[0].field", is("ragService.question")) + .body("violations[0].message", containsString("Invalid characters in query")) + .log(); + } +} diff --git a/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplicationTests.java b/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplicationTests.java deleted file mode 100644 index 5460042..0000000 --- a/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/LlmRagWithSpringAiApplicationTests.java +++ /dev/null @@ -1,13 +0,0 @@ -package com.learning.ai.llmragwithspringai; - -import org.junit.jupiter.api.Test; -import org.springframework.boot.test.context.SpringBootTest; - -@SpringBootTest(classes = TestLlmRagWithSpringAiApplication.class) -class LlmRagWithSpringAiApplicationTests { - - @Test - void contextLoads() { - } - -} diff --git a/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/TestLlmRagWithSpringAiApplication.java b/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/TestLlmRagWithSpringAiApplication.java index 764965c..12e3177 100644 --- a/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/TestLlmRagWithSpringAiApplication.java +++ b/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/TestLlmRagWithSpringAiApplication.java @@ -10,14 +10,15 @@ @TestConfiguration(proxyBeanMethods = false) public class TestLlmRagWithSpringAiApplication { - @Bean - @ServiceConnection - PostgreSQLContainer<?> pgvectorContainer() { - return new PostgreSQLContainer<>(DockerImageName.parse("pgvector/pgvector:pg16")); - } - - public static void main(String[] args) { - SpringApplication.from(LlmRagWithSpringAiApplication::main).with(TestLlmRagWithSpringAiApplication.class).run(args); - } + @Bean + @ServiceConnection + PostgreSQLContainer<?> pgvectorContainer() { + return new PostgreSQLContainer<>(DockerImageName.parse("pgvector/pgvector:pg16")); + } + public static void main(String[] args) { + SpringApplication.from(LlmRagWithSpringAiApplication::main) + .with(TestLlmRagWithSpringAiApplication.class) + .run(args); + } } diff --git a/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/config/AbstractIntegrationTest.java b/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/config/AbstractIntegrationTest.java new file mode 100644 index 0000000..81ed342 --- /dev/null +++ b/llm-rag-with-springai/src/test/java/com/learning/ai/llmragwithspringai/config/AbstractIntegrationTest.java @@ -0,0 +1,23 @@ +package com.learning.ai.llmragwithspringai.config; + +import static org.springframework.boot.test.context.SpringBootTest.WebEnvironment.RANDOM_PORT; + +import com.fasterxml.jackson.databind.ObjectMapper; +import com.learning.ai.llmragwithspringai.TestLlmRagWithSpringAiApplication; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.boot.test.autoconfigure.web.servlet.AutoConfigureMockMvc; +import org.springframework.boot.test.context.SpringBootTest; +import org.springframework.test.web.servlet.MockMvc; + +@SpringBootTest( + webEnvironment = RANDOM_PORT, + classes = {TestLlmRagWithSpringAiApplication.class}) +@AutoConfigureMockMvc +public abstract class AbstractIntegrationTest { + + @Autowired + protected MockMvc mockMvc; + + @Autowired + protected ObjectMapper objectMapper; +}