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jamesnetherton pushed a commit to branch main
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The following commit(s) were added to refs/heads/main by this push:
new bd52c5736a Add test coverage for OpenAI embeddings
bd52c5736a is described below
commit bd52c5736ad2dc7a1bddbda5ba70bffbaa80da46
Author: James Netherton <[email protected]>
AuthorDate: Mon Feb 23 20:30:24 2026 +0000
Add test coverage for OpenAI embeddings
---
integration-tests/openai/README.adoc | 1 +
integration-tests/openai/pom.xml | 4 +
.../component/openai/it/OpenaiResource.java | 37 +++++++++
.../quarkus/component/openai/it/OpenaiRoutes.java | 9 ++
.../quarkus/component/openai/it/OpenaiTest.java | 95 ++++++++++++++++++++++
.../component/openai/it/OpenaiTestResource.java | 3 +
...dings-0c403d8e-3be7-4d3b-96ea-88a87cf6feb0.json | 25 ++++++
...dings-0c403d8e-3be7-4d3b-96ea-88a87cf6feb0.json | 46 +++++++++++
...dings-241446f1-554b-4cbf-8e0e-860f799c18fa.json | 48 +++++++++++
...dings-74b74a7f-a14b-43ef-bbcd-6e492e07464b.json | 46 +++++++++++
...dings-7d5105a3-8c4f-4e6c-977b-bc9d4157650c.json | 46 +++++++++++
...dings-bb9ce2dd-d285-491c-890a-f57a751b8155.json | 46 +++++++++++
...dings-cdf3ca4a-680c-4d9b-a649-6af0e4b746ec.json | 46 +++++++++++
...dings-e04198c2-a03b-4c4b-96ac-dc2b6260c203.json | 49 +++++++++++
...dings-ebc01e5b-f3fa-4fce-bd96-e6a7e2e49dee.json | 49 +++++++++++
15 files changed, 550 insertions(+)
diff --git a/integration-tests/openai/README.adoc
b/integration-tests/openai/README.adoc
index 97bc3d5edf..e768f03544 100644
--- a/integration-tests/openai/README.adoc
+++ b/integration-tests/openai/README.adoc
@@ -25,6 +25,7 @@ Alternatively, you can test against any OpenAI compatible API
by configuring the
export OPENAI_API_KEY=fake-key
export OPENAI_BASE_URL=https://you-api-endpoint/v1
export OPENAI_MODEL=your-model-name
+export OPENAI_EMBEDDING_MODEL=your-embedding-model-name
----
If the WireMock stub recordings need updating, then remove the existing files
from `src/test/resources/mappings` and run tests with either:
diff --git a/integration-tests/openai/pom.xml b/integration-tests/openai/pom.xml
index f45b9724ce..f43e3464a6 100644
--- a/integration-tests/openai/pom.xml
+++ b/integration-tests/openai/pom.xml
@@ -51,6 +51,10 @@
<groupId>io.quarkus</groupId>
<artifactId>quarkus-resteasy</artifactId>
</dependency>
+ <dependency>
+ <groupId>io.quarkus</groupId>
+ <artifactId>quarkus-resteasy-jackson</artifactId>
+ </dependency>
<!-- test dependencies -->
<dependency>
diff --git
a/integration-tests/openai/src/main/java/org/apache/camel/quarkus/component/openai/it/OpenaiResource.java
b/integration-tests/openai/src/main/java/org/apache/camel/quarkus/component/openai/it/OpenaiResource.java
index 4b69253890..aaf74c6259 100644
---
a/integration-tests/openai/src/main/java/org/apache/camel/quarkus/component/openai/it/OpenaiResource.java
+++
b/integration-tests/openai/src/main/java/org/apache/camel/quarkus/component/openai/it/OpenaiResource.java
@@ -17,7 +17,9 @@
package org.apache.camel.quarkus.component.openai.it;
import java.io.File;
+import java.util.Arrays;
import java.util.HashMap;
+import java.util.List;
import java.util.Map;
import jakarta.enterprise.context.ApplicationScoped;
@@ -32,6 +34,9 @@ import jakarta.ws.rs.QueryParam;
import jakarta.ws.rs.core.MediaType;
import org.apache.camel.CamelContext;
import org.apache.camel.ConsumerTemplate;
+import org.apache.camel.Exchange;
+import org.apache.camel.Message;
+import org.apache.camel.Processor;
import org.apache.camel.ProducerTemplate;
import org.apache.camel.component.openai.OpenAIConstants;
import org.apache.camel.util.ObjectHelper;
@@ -105,6 +110,38 @@ public class OpenaiResource {
return consumerTemplate.receiveBody(endpointUri, 10000, String.class);
}
+ @Path("/embeddings")
+ @POST
+ @Consumes(MediaType.TEXT_PLAIN)
+ @Produces(MediaType.APPLICATION_JSON)
+ public List<?> embeddings(String embeddingContent) {
+ Object body = embeddingContent;
+ String endpointUriSuffix = "embed";
+ String[] content = embeddingContent.split(",");
+ if (content.length > 1) {
+ endpointUriSuffix = "batchEmbed";
+ body = Arrays.asList(content);
+ }
+
+ return producerTemplate.requestBody("direct:" + endpointUriSuffix,
body, List.class);
+ }
+
+ @Path("/vector/similarity")
+ @POST
+ @Consumes(MediaType.APPLICATION_JSON)
+ @Produces(MediaType.APPLICATION_JSON)
+ public Double vectorSimilarity(@QueryParam("embeddingContent") String
embeddingContent, List<Float> vector) {
+ Exchange exchange =
producerTemplate.request("direct:vectorSimilarity", new Processor() {
+ @Override
+ public void process(Exchange exchange) throws Exception {
+ Message message = exchange.getMessage();
+ message.setHeader(OpenAIConstants.REFERENCE_EMBEDDING, vector);
+ message.setBody(embeddingContent);
+ }
+ });
+ return
exchange.getMessage().getHeader(OpenAIConstants.SIMILARITY_SCORE, Double.class);
+ }
+
@Path("/routes/{routeId}/{operation}")
@POST
public void routeOperations(
diff --git
a/integration-tests/openai/src/main/java/org/apache/camel/quarkus/component/openai/it/OpenaiRoutes.java
b/integration-tests/openai/src/main/java/org/apache/camel/quarkus/component/openai/it/OpenaiRoutes.java
index 46a0aae44c..48fcb2ffe2 100644
---
a/integration-tests/openai/src/main/java/org/apache/camel/quarkus/component/openai/it/OpenaiRoutes.java
+++
b/integration-tests/openai/src/main/java/org/apache/camel/quarkus/component/openai/it/OpenaiRoutes.java
@@ -81,5 +81,14 @@ public class OpenaiRoutes extends RouteBuilder {
.setBody(constant("What is my Camel species?"))
.to("openai:chat-completion?conversationMemory=true")
.log("Chat response 2: ${body}");
+
+ from("direct:embed")
+ .to("openai:embeddings");
+
+ from("direct:batchEmbed")
+ .to("openai:embeddings");
+
+ from("direct:vectorSimilarity")
+ .to("openai:embeddings");
}
}
diff --git
a/integration-tests/openai/src/test/java/org/apache/camel/quarkus/component/openai/it/OpenaiTest.java
b/integration-tests/openai/src/test/java/org/apache/camel/quarkus/component/openai/it/OpenaiTest.java
index a70d1254d5..69f0aa4113 100644
---
a/integration-tests/openai/src/test/java/org/apache/camel/quarkus/component/openai/it/OpenaiTest.java
+++
b/integration-tests/openai/src/test/java/org/apache/camel/quarkus/component/openai/it/OpenaiTest.java
@@ -25,6 +25,7 @@ import java.nio.file.Path;
import java.nio.file.Paths;
import java.time.Duration;
import java.util.HashSet;
+import java.util.List;
import java.util.Set;
import java.util.stream.Collectors;
import java.util.stream.IntStream;
@@ -39,10 +40,13 @@ import org.awaitility.Awaitility;
import org.junit.jupiter.api.Test;
import static org.hamcrest.Matchers.containsStringIgnoringCase;
+import static org.hamcrest.Matchers.equalTo;
import static org.hamcrest.Matchers.greaterThan;
+import static org.hamcrest.Matchers.hasSize;
import static org.hamcrest.Matchers.is;
import static org.hamcrest.Matchers.notNullValue;
import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
@QuarkusTestResource(OpenaiTestResource.class)
@QuarkusTest
@@ -208,4 +212,95 @@ class OpenaiTest {
"name", is("Bluetooth Headphones"),
"price", greaterThan(0.0F));
}
+
+ @Test
+ void simpleEmbedding() {
+ String simpleText = "Simple text";
+ List<?> result = RestAssured.given()
+ .contentType(ContentType.TEXT)
+ .body(simpleText)
+ .post("/openai/embeddings")
+ .then()
+ .statusCode(200)
+ .body(".", hasSize(greaterThan(0)))
+ .extract()
+ .body()
+ .as(List.class);
+
+ Double similarity = RestAssured.given()
+ .contentType(ContentType.JSON)
+ .queryParam("embeddingContent", simpleText)
+ .body(result)
+ .post("/openai/vector/similarity")
+ .then()
+ .statusCode(200)
+ .extract()
+ .body()
+ .as(Double.class);
+
+ assertTrue(similarity >= 0.9);
+ }
+
+ @SuppressWarnings("unchecked")
+ @Test
+ void batchEmbedding() {
+ String batchText = "Text content 1,Text content 2,Text content 3";
+ List<List<?>> result = RestAssured.given()
+ .contentType(ContentType.TEXT)
+ .body(batchText)
+ .post("/openai/embeddings")
+ .then()
+ .statusCode(200)
+ .body(
+ ".", hasSize(equalTo(3)),
+ "[0]", hasSize(greaterThan(0)),
+ "[1]", hasSize(greaterThan(0)),
+ "[2]", hasSize(greaterThan(0)))
+ .extract()
+ .body()
+ .as(List.class);
+
+ String[] batchTextParts = batchText.split(",");
+ for (int i = 0; i < batchTextParts.length; i++) {
+ Double similarity = RestAssured.given()
+ .contentType(ContentType.JSON)
+ .queryParam("embeddingContent", batchTextParts[i])
+ .body(result.get(i))
+ .post("/openai/vector/similarity")
+ .then()
+ .statusCode(200)
+ .extract()
+ .body()
+ .as(Double.class);
+ assertTrue(similarity >= 0.9);
+ }
+ }
+
+ @Test
+ void vectorSimilarity() {
+ String simpleText = "Simple text";
+ List<?> result = RestAssured.given()
+ .contentType(ContentType.TEXT)
+ .body(simpleText)
+ .post("/openai/embeddings")
+ .then()
+ .statusCode(200)
+ .body(".", hasSize(greaterThan(0)))
+ .extract()
+ .body()
+ .as(List.class);
+
+ Double similarity = RestAssured.given()
+ .contentType(ContentType.JSON)
+ .queryParam("embeddingContent", simpleText + " extra content")
+ .body(result)
+ .post("/openai/vector/similarity")
+ .then()
+ .statusCode(200)
+ .extract()
+ .body()
+ .as(Double.class);
+
+ assertTrue(similarity >= 0.6);
+ }
}
diff --git
a/integration-tests/openai/src/test/java/org/apache/camel/quarkus/component/openai/it/OpenaiTestResource.java
b/integration-tests/openai/src/test/java/org/apache/camel/quarkus/component/openai/it/OpenaiTestResource.java
index 550e3fb992..70077b0adb 100644
---
a/integration-tests/openai/src/test/java/org/apache/camel/quarkus/component/openai/it/OpenaiTestResource.java
+++
b/integration-tests/openai/src/test/java/org/apache/camel/quarkus/component/openai/it/OpenaiTestResource.java
@@ -38,6 +38,7 @@ public class OpenaiTestResource extends
WireMockTestResourceLifecycleManager {
private static final String OPENAI_ENV_API_KEY = "OPENAI_API_KEY";
private static final String OPENAI_ENV_BASE_URL = "OPENAI_BASE_URL";
private static final String OPENAI_ENV_MODEL = "OPENAI_MODEL";
+ private static final String OPENAI_ENV_EMBEDDING_MODEL =
"OPENAI_EMBEDDING_MODEL";
@Override
public Map<String, String> start() {
@@ -50,6 +51,8 @@ public class OpenaiTestResource extends
WireMockTestResourceLifecycleManager {
}
configuration.put("camel.component.openai.model",
envOrDefault(OPENAI_ENV_MODEL, "gpt-5"));
+ configuration.put("camel.component.openai.embedding-model",
+ envOrDefault(OPENAI_ENV_EMBEDDING_MODEL,
"text-embedding-3-small"));
configuration.put("camel.component.openai.apiKey",
envOrDefault(OPENAI_ENV_API_KEY, "test-key"));
return configuration;
}
diff --git
a/integration-tests/openai/src/test/resources/__files/embeddings-0c403d8e-3be7-4d3b-96ea-88a87cf6feb0.json
b/integration-tests/openai/src/test/resources/__files/embeddings-0c403d8e-3be7-4d3b-96ea-88a87cf6feb0.json
new file mode 100644
index 0000000000..d03769d2d5
--- /dev/null
+++
b/integration-tests/openai/src/test/resources/__files/embeddings-0c403d8e-3be7-4d3b-96ea-88a87cf6feb0.json
@@ -0,0 +1,25 @@
+{
+ "object": "list",
+ "data": [
+ {
+ "object": "embedding",
+ "index": 0,
+ "embedding":
"JqBquh2/YTyVANQ8gMVFvEgGFL00dR+9CHUWPOf9fLw7Zxg8FlkIPBiNDj1EAXg88mhyvdhgtDxOJ3c9gz5CO1/LjjxorJc6BpXDvE4YOj2L2lQ7mGoTvKUJD7yBpZg6y8E4PKbCZTvn7j+8HAaLPBLgCz3Fr5K9bSPhuntdOb1elVU8gaUYvQticzwMp2k9Kk8gvC+3LLzEeVm6SvUjvUwpKjx0Bh28y9B1PJzyTDuj1Yi7K6PTPOFQ+rwcFcg81SyuuwO3Iz1Gi+S8FxLfuqTEmLzmqUk9pI5fvRp8HrwN3SK9xa+SPZ3Sn7xUKuC7hnJIPXnTzDykKTw8jWRBPCujU7x6GMM7uf8mvBMlgrwcay48LoHzOzappTz6KwG8P+9RvWqqZDyfXIy8Cv+Cu3w9jLw723g8nCiGvCyDJjvLXBU954kcvL0TgLwngD29ODOSvJ03wzxAeb69t8ugPIlB
[...]
+ },
+ {
+ "object": "embedding",
+ "index": 1,
+ "embedding":
"w3MEvLo2njzTpkE8vbFJvVlNF73Pvju7bJ5qPMLQGbxNN7Y8ytX7O8NzBD1v5D868g4wvWFTMz1Ku1A9nKZwOy4F2DzUSay8fxd9vJDuXj2bOtC8ANZMPB4vsLshFnw8UH2LPDSQyLuMPGm8Gx9rPJ3dOj2aYo+9bdU0vNgxMr3ho2489ixGvQu14ztHdjU9vNmIPKzbobtG1IQ8UekrvV8OmDzgynO82gotPFomkjv5p3E8ZJhOPMD25LxQfNE8RtQEPGvGKT32LMa7zEOQuyY1zLxdoT098DT7vJ4UhbtULke9luVvPQt/07w3DC69cIbwPJbl7zznLl88ksgTPQJ5t7xwG4o8qzg3vKH7UDsgdEu8EXZkvHWlQDzw/6Q7QBJKvaQLljxBtTQ8i5l+vO26ibzK1Xu7iYstPNlnwjvtJfA8O76ju8pqFb0peyG98aIPvT5v3zyRW7m9eLWFPK7p
[...]
+ },
+ {
+ "object": "embedding",
+ "index": 2,
+ "embedding":
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[...]
+ }
+ ],
+ "model": "text-embedding-3-small",
+ "usage": {
+ "prompt_tokens": 12,
+ "total_tokens": 12
+ }
+}
diff --git
a/integration-tests/openai/src/test/resources/mappings/embeddings-0c403d8e-3be7-4d3b-96ea-88a87cf6feb0.json
b/integration-tests/openai/src/test/resources/mappings/embeddings-0c403d8e-3be7-4d3b-96ea-88a87cf6feb0.json
new file mode 100644
index 0000000000..9157762066
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b/integration-tests/openai/src/test/resources/mappings/embeddings-0c403d8e-3be7-4d3b-96ea-88a87cf6feb0.json
@@ -0,0 +1,46 @@
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+ "name" : "embeddings",
+ "request" : {
+ "url" : "/embeddings",
+ "method" : "POST",
+ "bodyPatterns" : [ {
+ "equalToJson" : "{\"input\":[\"Text content 1\",\"Text content
2\",\"Text content
3\"],\"model\":\"text-embedding-3-small\",\"encoding_format\":\"base64\"}",
+ "ignoreArrayOrder" : true,
+ "ignoreExtraElements" : true
+ } ]
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b/integration-tests/openai/src/test/resources/mappings/embeddings-241446f1-554b-4cbf-8e0e-860f799c18fa.json
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@@ -0,0 +1,48 @@
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+ "bodyPatterns" : [ {
+ "equalToJson" : "{\"input\":\"Simple
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+ } ]
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