diff --git a/src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaAPI.java b/src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaAPI.java
index 695c52e..920ed4e 100644
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaAPI.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaAPI.java
@@ -287,4 +287,36 @@ public class OllamaAPI {
         ollamaAsyncResultCallback.start();
         return ollamaAsyncResultCallback;
     }
+
+    /**
+     * Generate embeddings for a given text from a model
+     *
+     * @param model name of model to generate embeddings from
+     * @param prompt text to generate embeddings for
+     * @return embeddings as double[]
+     * @throws IOException
+     * @throws ParseException
+     * @throws OllamaBaseException
+     */
+    public double[] generateEmbeddings(String model, String prompt) throws IOException, ParseException, OllamaBaseException {
+        String url = this.host + "/api/embeddings";
+        String jsonData = String.format("{\"model\": \"%s\", \"prompt\": \"%s\"}", model, prompt);
+        final HttpPost httpPost = new HttpPost(url);
+        final StringEntity entity = new StringEntity(jsonData);
+        httpPost.setEntity(entity);
+        httpPost.setHeader("Accept", "application/json");
+        httpPost.setHeader("Content-type", "application/json");
+        try (CloseableHttpClient client = HttpClients.createDefault(); CloseableHttpResponse response = client.execute(httpPost)) {
+            final int statusCode = response.getCode();
+            HttpEntity responseEntity = response.getEntity();
+            String responseString = "";
+            if (responseEntity != null) {
+                responseString = EntityUtils.toString(responseEntity, "UTF-8");
+                EmbeddingResponse embeddingResponse = objectMapper.readValue(responseString, EmbeddingResponse.class);
+                return embeddingResponse.getEmbedding();
+            } else {
+                throw new OllamaBaseException(statusCode + " - " + responseString);
+            }
+        }
+    }
 }
diff --git a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/EmbeddingResponse.java b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/EmbeddingResponse.java
new file mode 100644
index 0000000..a4f6b82
--- /dev/null
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/EmbeddingResponse.java
@@ -0,0 +1,19 @@
+package io.github.amithkoujalgi.ollama4j.core.models;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+
+public class EmbeddingResponse {
+    @JsonProperty("embedding")
+    private double[] embedding;
+
+    public EmbeddingResponse() {
+    }
+
+    public double[] getEmbedding() {
+        return embedding;
+    }
+
+    public void setEmbedding(double[] embedding) {
+        this.embedding = embedding;
+    }
+}