Merge pull request #915 from second-state/perf/gaianet-config

feat: update gaianet config

Author: lalalune

.env.example

@@ -99,7 +99,18 @@ HEURIST_IMAGE_MODEL=
 # Gaianet Configuration
 GAIANET_MODEL=
 GAIANET_SERVER_URL=
+
+SMALL_GAIANET_MODEL=        # Default: llama3b
+SMALL_GAIANET_SERVER_URL=   # Default: https://llama3b.gaia.domains/v1
+
+MEDIUM_GAIANET_MODEL=       # Default: llama
+MEDIUM_GAIANET_SERVER_URL=  # Default: https://llama8b.gaia.domains/v1
+
+LARGE_GAIANET_MODEL=        # Default: qwen72b
+LARGE_GAIANET_SERVER_URL=   # Default: https://qwen72b.gaia.domains/v1
+
 GAIANET_EMBEDDING_MODEL=
+USE_GAIANET_EMBEDDING=      # Set to TRUE for GAIANET/768, leave blank for local
 
 # EVM
 EVM_PRIVATE_KEY=

packages/core/src/embedding.ts

@@ -22,7 +22,7 @@ export const getEmbeddingConfig = () => ({
             : settings.USE_OLLAMA_EMBEDDING?.toLowerCase() === "true"
               ? 1024 // Ollama mxbai-embed-large
               :settings.USE_GAIANET_EMBEDDING?.toLowerCase() === "true"
-                ? 1536 // GaiaNet
+                ? 768 // GaiaNet
                 : 384, // BGE
     model:
         settings.USE_OPENAI_EMBEDDING?.toLowerCase() === "true"
@@ -196,7 +196,10 @@ export async function embed(runtime: IAgentRuntime, input: string) {
             model: config.model,
             endpoint:
                 runtime.character.modelEndpointOverride ||
-                models[ModelProviderName.GAIANET].endpoint,
+                models[ModelProviderName.GAIANET].endpoint ||
+                settings.SMALL_GAIANET_SERVER_URL ||
+                settings.MEDIUM_GAIANET_SERVER_URL ||
+                settings.LARGE_GAIANET_SERVER_URL,
             apiKey: settings.GAIANET_API_KEY || runtime.token,
             dimensions: config.dimensions,
         });

packages/core/src/generation.ts

@@ -386,6 +386,24 @@ export async function generateText({
             }
             case ModelProviderName.GAIANET: {
                 elizaLogger.debug("Initializing GAIANET model.");
+
+                var baseURL = models[provider].endpoint;
+                if(!baseURL){
+                    switch(modelClass){
+                        case ModelClass.SMALL:
+                            baseURL = settings.SMALL_GAIANET_SERVER_URL || "https://llama3b.gaia.domains/v1";
+                            break;
+                        case ModelClass.MEDIUM:
+                            baseURL = settings.MEDIUM_GAIANET_SERVER_URL || "https://llama8b.gaia.domains/v1";
+                            break;
+                        case ModelClass.LARGE:
+                            baseURL = settings.LARGE_GAIANET_SERVER_URL || "https://qwen72b.gaia.domains/v1";
+                            break;
+                    }
+                }
+
+                elizaLogger.debug("Using GAIANET model with baseURL:", baseURL);
+
                 const openai = createOpenAI({ apiKey, baseURL: endpoint });
 
                 const { text: openaiResponse } = await aiGenerateText({

packages/core/src/models.ts

@@ -341,11 +341,11 @@ export const models: Models = {
             repetition_penalty: 0.4,
             temperature: 0.7,
         },
-        endpoint: settings.GAIANET_SERVER_URL || "http://localhost:8080/v1",
+        endpoint: settings.GAIANET_SERVER_URL,
         model: {
-            [ModelClass.SMALL]: settings.GAIANET_MODEL || "llama3.2",
-            [ModelClass.MEDIUM]: settings.GAIANET_MODEL || "llama3.2",
-            [ModelClass.LARGE]: settings.GAIANET_MODEL || "llama3.2",
+            [ModelClass.SMALL]: settings.GAIANET_MODEL || settings.SMALL_GAIANET_MODEL || "llama3b",
+            [ModelClass.MEDIUM]: settings.GAIANET_MODEL || settings.MEDIUM_GAIANET_MODEL || "llama",
+            [ModelClass.LARGE]: settings.GAIANET_MODEL || settings.LARGE_GAIANET_MODEL || "qwen72b",
             [ModelClass.EMBEDDING]:
                 settings.GAIANET_EMBEDDING_MODEL || "nomic-embed",
         },