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| 1 | +package com.redis.vl.demo.rag.model; |
| 2 | + |
| 3 | +import com.redis.vl.demo.rag.config.AppConfig; |
| 4 | +import java.util.ArrayList; |
| 5 | +import java.util.EnumMap; |
| 6 | +import java.util.List; |
| 7 | +import java.util.Map; |
| 8 | + |
| 9 | +/** |
| 10 | + * Registry of available LLM providers and models. |
| 11 | + * |
| 12 | + * <p>Filters providers based on API key availability in environment variables |
| 13 | + * or application.properties. |
| 14 | + */ |
| 15 | +public class ModelRegistry { |
| 16 | + |
| 17 | + private static final Map<LLMConfig.Provider, List<String>> PROVIDER_MODELS = new EnumMap<>(LLMConfig.Provider.class); |
| 18 | + |
| 19 | + static { |
| 20 | + // OpenAI models |
| 21 | + PROVIDER_MODELS.put(LLMConfig.Provider.OPENAI, List.of( |
| 22 | + "gpt-4o", |
| 23 | + "gpt-4o-mini", |
| 24 | + "gpt-4-turbo", |
| 25 | + "gpt-4", |
| 26 | + "gpt-3.5-turbo" |
| 27 | + )); |
| 28 | + |
| 29 | + // Anthropic models |
| 30 | + PROVIDER_MODELS.put(LLMConfig.Provider.ANTHROPIC, List.of( |
| 31 | + "claude-3-5-sonnet-20241022", |
| 32 | + "claude-3-5-haiku-20241022", |
| 33 | + "claude-3-opus-20240229", |
| 34 | + "claude-3-sonnet-20240229", |
| 35 | + "claude-3-haiku-20240307" |
| 36 | + )); |
| 37 | + |
| 38 | + // Azure OpenAI - uses deployment names, typically configured per environment |
| 39 | + PROVIDER_MODELS.put(LLMConfig.Provider.AZURE, List.of( |
| 40 | + "gpt-4o", |
| 41 | + "gpt-4", |
| 42 | + "gpt-35-turbo" |
| 43 | + )); |
| 44 | + |
| 45 | + // Ollama - local models |
| 46 | + PROVIDER_MODELS.put(LLMConfig.Provider.OLLAMA, List.of( |
| 47 | + "llama3.2-vision", |
| 48 | + "llama3.2", |
| 49 | + "llama3.1", |
| 50 | + "mistral", |
| 51 | + "mixtral" |
| 52 | + )); |
| 53 | + } |
| 54 | + |
| 55 | + /** |
| 56 | + * Gets providers that have valid API keys configured. |
| 57 | + * |
| 58 | + * @return List of available providers |
| 59 | + */ |
| 60 | + public static List<LLMConfig.Provider> getAvailableProviders() { |
| 61 | + List<LLMConfig.Provider> available = new ArrayList<>(); |
| 62 | + |
| 63 | + for (LLMConfig.Provider provider : LLMConfig.Provider.values()) { |
| 64 | + if (isProviderAvailable(provider)) { |
| 65 | + available.add(provider); |
| 66 | + } |
| 67 | + } |
| 68 | + |
| 69 | + return available; |
| 70 | + } |
| 71 | + |
| 72 | + /** |
| 73 | + * Checks if a provider is available based on API key. |
| 74 | + * |
| 75 | + * @param provider Provider to check |
| 76 | + * @return true if available |
| 77 | + */ |
| 78 | + public static boolean isProviderAvailable(LLMConfig.Provider provider) { |
| 79 | + if (!provider.requiresApiKey()) { |
| 80 | + return true; // Ollama doesn't require API key |
| 81 | + } |
| 82 | + |
| 83 | + String apiKey = getApiKeyForProvider(provider); |
| 84 | + return apiKey != null && !apiKey.isEmpty() && !apiKey.startsWith("YOUR_"); |
| 85 | + } |
| 86 | + |
| 87 | + /** |
| 88 | + * Gets API key for a provider from environment variables or application.properties. |
| 89 | + * |
| 90 | + * @param provider Provider |
| 91 | + * @return API key or null |
| 92 | + */ |
| 93 | + public static String getApiKeyForProvider(LLMConfig.Provider provider) { |
| 94 | + return switch (provider) { |
| 95 | + case OPENAI -> getApiKey("OPENAI_API_KEY", "openai.api.key"); |
| 96 | + case ANTHROPIC -> getApiKey("ANTHROPIC_API_KEY", "anthropic.api.key"); |
| 97 | + case AZURE -> getApiKey("AZURE_OPENAI_API_KEY", "azure.api.key"); |
| 98 | + case OLLAMA -> null; // No API key needed |
| 99 | + }; |
| 100 | + } |
| 101 | + |
| 102 | + private static String getApiKey(String envVar, String property) { |
| 103 | + // First check environment variable |
| 104 | + String value = System.getenv(envVar); |
| 105 | + if (value != null && !value.isEmpty()) { |
| 106 | + return value; |
| 107 | + } |
| 108 | + // Then check system property |
| 109 | + value = System.getProperty(property); |
| 110 | + if (value != null && !value.isEmpty()) { |
| 111 | + return value; |
| 112 | + } |
| 113 | + // Finally check application.properties via AppConfig |
| 114 | + AppConfig config = AppConfig.getInstance(); |
| 115 | + return config.getProperty(property, null); |
| 116 | + } |
| 117 | + |
| 118 | + /** |
| 119 | + * Gets models available for a provider. |
| 120 | + * |
| 121 | + * @param provider Provider |
| 122 | + * @return List of model names |
| 123 | + */ |
| 124 | + public static List<String> getModelsForProvider(LLMConfig.Provider provider) { |
| 125 | + return PROVIDER_MODELS.getOrDefault(provider, List.of(provider.getDefaultModel())); |
| 126 | + } |
| 127 | + |
| 128 | + /** |
| 129 | + * Gets the default model for a provider. |
| 130 | + * |
| 131 | + * @param provider Provider |
| 132 | + * @return Default model name |
| 133 | + */ |
| 134 | + public static String getDefaultModel(LLMConfig.Provider provider) { |
| 135 | + List<String> models = getModelsForProvider(provider); |
| 136 | + return models.isEmpty() ? provider.getDefaultModel() : models.get(0); |
| 137 | + } |
| 138 | +} |
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