1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
|
// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
package ai.vespa.search.llm.interfaces;
import ai.vespa.llm.LanguageModel;
import ai.vespa.search.llm.LlmInterfaceConfig;
import ai.vespa.search.llm.LlmSearcherConfig;
import ai.vespa.search.llm.LLMSearcherTest;
import ai.vespa.search.llm.RAGSearcher;
import ai.vespa.search.llm.RAGSearcherTest;
import com.yahoo.component.ComponentId;
import com.yahoo.component.chain.Chain;
import com.yahoo.component.provider.ComponentRegistry;
import com.yahoo.container.jdisc.SecretStoreProvider;
import com.yahoo.search.Query;
import com.yahoo.search.Result;
import com.yahoo.search.Searcher;
import com.yahoo.search.result.DefaultErrorHit;
import com.yahoo.search.searchchain.Execution;
import org.junit.jupiter.api.Test;
import java.util.Map;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;
import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertFalse;
import static org.junit.jupiter.api.Assertions.assertTrue;
// This should be a test for the language model, not openai searchers
public class OpenAIInterfaceTest {
private static final String apiKey = "foobar";
// Change only to interface actually
@Test
public void testOpenAIGeneration() {
var sb = new StringBuilder();
var executor = Executors.newFixedThreadPool(1);
try {
LlmInterfaceConfig config = new LlmInterfaceConfig.Builder().build();
LLMInterface openai = new OpenAIInterface(config, new SecretStoreProvider().get());
ComponentRegistry<LanguageModel> models = new ComponentRegistry<>();
models.register(ComponentId.fromString("openai"), openai);
models.freeze();
LlmSearcherConfig c2 = new LlmSearcherConfig.Builder().providerId("openai").build();
var searcher = new RAGSearcher(c2, models);
Chain<Searcher> chain = new Chain<>(searcher, new RAGSearcherTest.MockSearchResults());
Execution execution = new Execution(chain, Execution.Context.createContextStub());
Map<String, String> params = Map.of(
// "llm.prompt", "With one sentence, why are ducks better than cats?"
"llm.prompt", "Using the documents above, why are ducks better than cats?"
// "llm.temperature", "argh", // test noe som ikke går til float
// "llm.maxTokens", "10"
// "llm.model", "gpt-4"
);
Query query = new Query("?" + LLMSearcherTest.toUrlParams(params));
query.getHttpRequest().getJDiscRequest().headers().add("X-LLM-API-KEY", apiKey);
Result result = execution.search(query);
assertEquals(0, result.getHitCount());
var incoming = result.hits().incoming();
incoming.addNewDataListener(() -> {
incoming.drain().forEach(hit -> {
if (hit instanceof DefaultErrorHit) {
throw new RuntimeException("Got an error: " + hit);
}
sb.append(hit.getField("token"));
System.out.println(hit.getField("token")); // Remove this
});
}, executor);
assertFalse(incoming.isComplete());
incoming.completedFuture().orTimeout(30, TimeUnit.SECONDS).join();
assertTrue(incoming.isComplete());
} finally {
executor.shutdownNow(); // Timeout?
}
System.out.println(sb);
}
}
|
