fix: embeddings

Author: Angular2Guy

backend/src/main/java/ch/xxx/aidoclibchat/adapter/config/ApplicationConfig.java

@@ -27,14 +27,7 @@
 @Configuration
 @EnableAsync
 public class ApplicationConfig {
-	
-//	@Primary
-//	@Profile("ollama")
-//	@Bean
-//	public EmbeddingClient embeddingClient() {
-//		return new TransformersEmbeddingClient();
-//	}
-	
+
 	@Bean
 	public RestClient createRestClient() {
 		return RestClient.builder().build();

backend/src/main/java/ch/xxx/aidoclibchat/adapter/repository/DocumentVSRepositoryBean.java

@@ -28,6 +28,7 @@
 import org.springframework.ai.vectorstore.filter.Filter.Value;
 import org.springframework.ai.vectorstore.filter.FilterExpressionConverter;
 import org.springframework.ai.vectorstore.pgvector.PgVectorStore;
+import org.springframework.beans.factory.annotation.Qualifier;
 import org.springframework.jdbc.core.JdbcTemplate;
 import org.springframework.jdbc.core.RowMapper;
 import org.springframework.stereotype.Repository;
@@ -48,7 +49,7 @@ public class DocumentVSRepositoryBean implements DocumentVsRepository {
 	private final ObjectMapper objectMapper;
 	private final FilterExpressionConverter filterExpressionConverter;
 
-	public DocumentVSRepositoryBean(JdbcTemplate jdbcTemplate, EmbeddingModel embeddingClient,
+	public DocumentVSRepositoryBean(JdbcTemplate jdbcTemplate, @Qualifier("embeddingModel") EmbeddingModel embeddingClient,
 			ObjectMapper objectMapper) {
 		this.jdbcTemplate = jdbcTemplate;
 		this.objectMapper = objectMapper;

backend/src/main/resources/application-ollama.properties

@@ -1,6 +1,4 @@
 spring.ai.ollama.base-url=${OLLAMA-BASE-URL:http://localhost:11434}
-spring.ai.ollama.embedding.enabled=false
-spring.ai.embedding.transformer.enabled=true
 document-token-limit=9000
 embedding-token-limit=500
 spring.liquibase.change-log=classpath:/dbchangelog/db.changelog-master-ollama.xml
@@ -12,7 +10,7 @@ spring.liquibase.change-log=classpath:/dbchangelog/db.changelog-master-ollama.xm
 # document processing
 # config free production use
 # best model for documents currently
-spring.ai.ollama.chat.options.model=qwen2.5:32b
+#spring.ai.ollama.chat.options.model=qwen2.5:32b
 #spring.ai.ollama.chat.options.model=deepseek-r1:14b
 #spring.ai.ollama.chat.options.model=llama3.1:8b
 spring.ai.ollama.chat.options.num-ctx=12288
@@ -22,7 +20,6 @@ spring.ai.embedding.transformer.tokenizer.uri=https://huggingface.co/mixedbread-
 # function calling
 # best model for function calls currently
 #spring.ai.ollama.chat.options.model=qwen2.5:14b
-#spring.ai.ollama.chat.options.model=qwen2.5:14b
 #spring.ai.ollama.chat.options.num-ctx=40960
 
 #spring.ai.ollama.chat.model=llama3.1:8b
@@ -31,7 +28,7 @@ spring.ai.embedding.transformer.tokenizer.uri=https://huggingface.co/mixedbread-
 
 # image processing
 # best model for vision currently
-#spring.ai.ollama.chat.options.model=llama3.2-vision:11b
+spring.ai.ollama.chat.options.model=llama3.2-vision:11b
 #spring.ai.ollama.chat.options.num-thread=8
 #spring.ai.ollama.chat.options.keep_alive=1s