larger screen

Author: behrica

clay.edn

@@ -1,6 +1,11 @@
 {:remote-repo {:git-url "https://github.com/scicloj/clojure-data-tutorials"
                :branch "main"}
  :quarto {:title "Clojure Data Tutorials"
+          :format {:html
+                   {:grid
+                    {:sidebar-width "500px"
+                     :body-width "2500px"
+                     :margin-width "500px"}}}
           :include-in-header {:text "<meta property=\"og:image\" content=\"https://scicloj.github.io/sci-cloj-logo-transparent.png\"/>
 <meta property=\"og:title\" content=\"Clojure Data Tutorials\"/>
 <meta property=\"og:description\" content=\"A collection of community-contributed tutorials for the emerging Clojure data stack\"/>

projects/ml/llm/java/hello/Main.java

@@ -0,0 +1,39 @@
+package hello;
+
+
+import java.util.List;
+import java.util.Map;
+
+import cljs.source_map__init;
+import dev.langchain4j.data.segment.TextSegment;
+import dev.langchain4j.model.embedding.onnx.allminilml6v2.AllMiniLmL6V2EmbeddingModel;
+import dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore;
+import clojure.lang.Keyword;
+import clojure.lang.PersistentHashMap;
+
+public class Main {
+
+    @SuppressWarnings("unchecked")
+    public static Map<Keyword,Object> embedd(List<String> texts) {
+        var model = new AllMiniLmL6V2EmbeddingModel();
+        var store = new InMemoryEmbeddingStore<TextSegment>();
+
+        for (String text : texts) {
+            var ts = TextSegment.from(text);
+            var embedding = model.embed(ts).content();
+            store.add(embedding, ts);
+            
+        }
+
+        
+        
+
+        
+        return PersistentHashMap.create(
+            Keyword.intern("store") , store,
+            Keyword.intern("model") , model,
+            Keyword.intern("my-texts"),texts);
+
+    }
+    
+}

projects/ml/llm/pom.xml

@@ -0,0 +1,61 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <packaging>jar</packaging>
+  <groupId>llm</groupId>
+  <artifactId>llm</artifactId>
+  <version>0.1.0</version>
+  <name>llm</name>
+  <properties>
+   <maven.compiler.source>21</maven.compiler.source>
+   <maven.compiler.target>1.11</maven.compiler.target>
+ </properties>
+
+
+  <dependencies>
+    <dependency>
+      <groupId>io.github.zmedelis</groupId>
+      <artifactId>bosquet</artifactId>
+      <version>2024.08.08</version>
+    </dependency>
+    <dependency>
+      <groupId>org.clojure</groupId>
+      <artifactId>clojure</artifactId>
+      <version>1.12.0</version>
+    </dependency>
+    <dependency>
+      <groupId>dev.langchain4j</groupId>
+      <artifactId>langchain4j-embeddings-all-minilm-l6-v2</artifactId>
+      <version>0.36.2</version>
+    </dependency>
+    <dependency>
+      <groupId>dev.langchain4j</groupId>
+      <artifactId>langchain4j</artifactId>
+      <version>0.36.2</version>
+    </dependency>
+    <dependency>
+      <groupId>org.scicloj</groupId>
+      <artifactId>noj</artifactId>
+      <version>2-beta2</version>
+    </dependency>
+    <dependency>
+      <groupId>cheshire</groupId>
+      <artifactId>cheshire</artifactId>
+      <version>5.13.0</version>
+    </dependency>
+    <dependency>
+      <groupId>dev.langchain4j</groupId>
+      <artifactId>langchain4j-open-ai</artifactId>
+      <version>0.36.2</version>
+    </dependency>
+  </dependencies>
+  <build>
+    <sourceDirectory>java</sourceDirectory>
+  </build>
+  <repositories>
+    <repository>
+      <id>clojars</id>
+      <url>https://repo.clojars.org/</url>
+    </repository>
+  </repositories>
+</project>