diff --git a/api-prompt-object.go b/api-prompt-object.go
new file mode 100644
index 000000000..a4dd6a1b1
--- /dev/null
+++ b/api-prompt-object.go
@@ -0,0 +1,78 @@
+/*
+ * MinIO Go Library for Amazon S3 Compatible Cloud Storage
+ * Copyright 2015-2024 MinIO, Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package minio
+
+import (
+	"bytes"
+	"context"
+	"io"
+	"net/http"
+
+	"github.com/goccy/go-json"
+	"github.com/minio/minio-go/v7/pkg/s3utils"
+)
+
+// PromptObject performs language model inference with the prompt and referenced object as context.
+// Inference is performed using a Lambda handler that can process the prompt and object.
+// Currently, this functionality is limited to certain MinIO servers.
+func (c *Client) PromptObject(ctx context.Context, bucketName, objectName, prompt string, opts PromptObjectOptions) (io.ReadCloser, error) {
+	// Input validation.
+	if err := s3utils.CheckValidBucketName(bucketName); err != nil {
+		return nil, ErrorResponse{
+			StatusCode: http.StatusBadRequest,
+			Code:       "InvalidBucketName",
+			Message:    err.Error(),
+		}
+	}
+	if err := s3utils.CheckValidObjectName(objectName); err != nil {
+		return nil, ErrorResponse{
+			StatusCode: http.StatusBadRequest,
+			Code:       "XMinioInvalidObjectName",
+			Message:    err.Error(),
+		}
+	}
+
+	opts.AddLambdaArnToReqParams(opts.LambdaArn)
+	opts.SetHeader("Content-Type", "application/json")
+	opts.AddPromptArg("prompt", prompt)
+	promptReqBytes, err := json.Marshal(opts.PromptArgs)
+	if err != nil {
+		return nil, err
+	}
+
+	// Execute POST on bucket/object.
+	resp, err := c.executeMethod(ctx, http.MethodPost, requestMetadata{
+		bucketName:       bucketName,
+		objectName:       objectName,
+		queryValues:      opts.toQueryValues(),
+		customHeader:     opts.Header(),
+		contentSHA256Hex: sum256Hex(promptReqBytes),
+		contentBody:      bytes.NewReader(promptReqBytes),
+		contentLength:    int64(len(promptReqBytes)),
+	})
+	if err != nil {
+		return nil, err
+	}
+	if resp != nil {
+		if resp.StatusCode != http.StatusOK {
+			return nil, httpRespToErrorResponse(resp, bucketName, objectName)
+		}
+	}
+
+	return resp.Body, nil
+}
diff --git a/api-prompt-options.go b/api-prompt-options.go
new file mode 100644
index 000000000..4493a75d4
--- /dev/null
+++ b/api-prompt-options.go
@@ -0,0 +1,84 @@
+/*
+ * MinIO Go Library for Amazon S3 Compatible Cloud Storage
+ * Copyright 2015-2024 MinIO, Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package minio
+
+import (
+	"net/http"
+	"net/url"
+)
+
+// PromptObjectOptions provides options to PromptObject call.
+// LambdaArn is the ARN of the Prompt Lambda to be invoked.
+// PromptArgs is a map of key-value pairs to be passed to the inference action on the Prompt Lambda.
+// "prompt" is a reserved key and should not be used as a key in PromptArgs.
+type PromptObjectOptions struct {
+	LambdaArn  string
+	PromptArgs map[string]any
+	headers    map[string]string
+	reqParams  url.Values
+}
+
+// Header returns the http.Header representation of the POST options.
+func (o PromptObjectOptions) Header() http.Header {
+	headers := make(http.Header, len(o.headers))
+	for k, v := range o.headers {
+		headers.Set(k, v)
+	}
+	return headers
+}
+
+// AddPromptArg Add a key value pair to the prompt arguments where the key is a string and
+// the value is a JSON serializable.
+func (o *PromptObjectOptions) AddPromptArg(key string, value any) {
+	if o.PromptArgs == nil {
+		o.PromptArgs = make(map[string]any)
+	}
+	o.PromptArgs[key] = value
+}
+
+// AddLambdaArnToReqParams adds the lambdaArn to the request query string parameters.
+func (o *PromptObjectOptions) AddLambdaArnToReqParams(lambdaArn string) {
+	if o.reqParams == nil {
+		o.reqParams = make(url.Values)
+	}
+	o.reqParams.Add("lambdaArn", lambdaArn)
+}
+
+// SetHeader adds a key value pair to the options. The
+// key-value pair will be part of the HTTP POST request
+// headers.
+func (o *PromptObjectOptions) SetHeader(key, value string) {
+	if o.headers == nil {
+		o.headers = make(map[string]string)
+	}
+	o.headers[http.CanonicalHeaderKey(key)] = value
+}
+
+// toQueryValues - Convert the reqParams in Options to query string parameters.
+func (o *PromptObjectOptions) toQueryValues() url.Values {
+	urlValues := make(url.Values)
+	if o.reqParams != nil {
+		for key, values := range o.reqParams {
+			for _, value := range values {
+				urlValues.Add(key, value)
+			}
+		}
+	}
+
+	return urlValues
+}