diff --git a/.gitignore b/.gitignore
index 49b0e93..687c468 100644
--- a/.gitignore
+++ b/.gitignore
@@ -48,3 +48,20 @@ ehthumbs_vista.db
# Testing
coverage/
.nyc_output/
+
+# Environment variables
+.env
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+# Runtime data
+pids
+*.pid
+*.seed
+*.pid.lock
+
+# OS files
+.DS_Store
+Thumbs.db
diff --git a/convert_to_base64.html b/convert_to_base64.html
new file mode 100644
index 0000000..3bc931d
--- /dev/null
+++ b/convert_to_base64.html
@@ -0,0 +1,131 @@
+
+
+
+
+
+ Image to Base64 Converter
+
+
+
+ Image to Base64 Converter for MCP Testing
+ Use this tool to convert a local image to a base64 string that can be used with the MCP server's multi_image_analysis tool.
+
+
+
+
+
+
+
+
+
+
+
Base64 String:
+
+
+
+
+
+
How to use with MCP:
+
+
+{
+ "images": [
+ {
+ "url": "PASTE_BASE64_STRING_HERE"
+ }
+ ],
+ "prompt": "Please describe this image in detail. What does it show?",
+ "model": "qwen/qwen2.5-vl-32b-instruct:free"
+}
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/convert_to_base64.py b/convert_to_base64.py
new file mode 100644
index 0000000..0e688f7
--- /dev/null
+++ b/convert_to_base64.py
@@ -0,0 +1,89 @@
+#!/usr/bin/env python3
+import base64
+import argparse
+import os
+import sys
+from pathlib import Path
+
+
+def convert_image_to_base64(image_path):
+ """Convert an image file to base64 encoding with data URI prefix"""
+ # Get file extension and determine mime type
+ file_ext = os.path.splitext(image_path)[1].lower()
+ mime_type = {
+ '.png': 'image/png',
+ '.jpg': 'image/jpeg',
+ '.jpeg': 'image/jpeg',
+ '.gif': 'image/gif',
+ '.webp': 'image/webp',
+ '.bmp': 'image/bmp'
+ }.get(file_ext, 'application/octet-stream')
+
+ # Read binary data and encode to base64
+ try:
+ with open(image_path, 'rb') as img_file:
+ img_data = img_file.read()
+ base64_data = base64.b64encode(img_data).decode('utf-8')
+ return f"data:{mime_type};base64,{base64_data}"
+ except Exception as e:
+ print(f"Error: {e}", file=sys.stderr)
+ return None
+
+
+def save_base64_to_file(base64_data, output_path):
+ """Save base64 data to a file"""
+ try:
+ with open(output_path, 'w') as out_file:
+ out_file.write(base64_data)
+ print(f"Base64 data saved to {output_path}")
+ return True
+ except Exception as e:
+ print(f"Error saving file: {e}", file=sys.stderr)
+ return False
+
+
+def main():
+ parser = argparse.ArgumentParser(description='Convert image to base64 for MCP server testing')
+ parser.add_argument('image_path', help='Path to the image file')
+ parser.add_argument('-o', '--output', help='Output file path (if not provided, output to console)')
+
+ args = parser.parse_args()
+
+ # Check if file exists
+ image_path = Path(args.image_path)
+ if not image_path.exists():
+ print(f"Error: File not found: {args.image_path}", file=sys.stderr)
+ return 1
+
+ # Convert image to base64
+ base64_data = convert_image_to_base64(args.image_path)
+ if not base64_data:
+ return 1
+
+ # Output base64 data
+ if args.output:
+ success = save_base64_to_file(base64_data, args.output)
+ if not success:
+ return 1
+ else:
+ print("\nBase64 Image Data:")
+ print(base64_data[:100] + "..." if len(base64_data) > 100 else base64_data)
+ print("\nTotal length:", len(base64_data))
+ print("\nTo use with MCP server in multi_image_analysis:")
+ print('''
+{
+ "images": [
+ {
+ "url": "''' + base64_data[:20] + '... (full base64 string)" ' + '''
+ }
+ ],
+ "prompt": "Please describe this image in detail. What does it show?",
+ "model": "qwen/qwen2.5-vl-32b-instruct:free"
+}
+''')
+
+ return 0
+
+
+if __name__ == "__main__":
+ sys.exit(main())
\ No newline at end of file
diff --git a/encode_image.sh b/encode_image.sh
new file mode 100644
index 0000000..9f37ab7
--- /dev/null
+++ b/encode_image.sh
@@ -0,0 +1,78 @@
+#!/bin/bash
+
+# Check if an image file is provided
+if [ $# -lt 1 ]; then
+ echo "Usage: $0 [output_file]"
+ echo "Example: $0 test.png base64_output.txt"
+ exit 1
+fi
+
+IMAGE_FILE="$1"
+OUTPUT_FILE="${2:-}" # Use the second argument as output file, if provided
+
+# Check if the image file exists
+if [ ! -f "$IMAGE_FILE" ]; then
+ echo "Error: Image file '$IMAGE_FILE' does not exist."
+ exit 1
+fi
+
+# Get the file extension and determine MIME type
+FILE_EXT="${IMAGE_FILE##*.}"
+MIME_TYPE="application/octet-stream" # Default MIME type
+
+case "$FILE_EXT" in
+ png|PNG)
+ MIME_TYPE="image/png"
+ ;;
+ jpg|jpeg|JPG|JPEG)
+ MIME_TYPE="image/jpeg"
+ ;;
+ gif|GIF)
+ MIME_TYPE="image/gif"
+ ;;
+ webp|WEBP)
+ MIME_TYPE="image/webp"
+ ;;
+ *)
+ echo "Warning: Unknown file extension. Using generic MIME type."
+ ;;
+esac
+
+# Convert image to base64
+echo "Converting '$IMAGE_FILE' to base64..."
+
+# Different commands based on OS
+if [ "$(uname)" == "Darwin" ]; then
+ # macOS
+ BASE64_DATA="data:$MIME_TYPE;base64,$(base64 -i "$IMAGE_FILE")"
+else
+ # Linux and others
+ BASE64_DATA="data:$MIME_TYPE;base64,$(base64 -w 0 "$IMAGE_FILE")"
+fi
+
+# Output the base64 data
+if [ -n "$OUTPUT_FILE" ]; then
+ # Save to file if output file is specified
+ echo "$BASE64_DATA" > "$OUTPUT_FILE"
+ echo "Base64 data saved to '$OUTPUT_FILE'"
+ echo "Total length: ${#BASE64_DATA} characters"
+else
+ # Display a preview and length if no output file
+ echo "Base64 Image Data (first 100 chars):"
+ echo "${BASE64_DATA:0:100}..."
+ echo "Total length: ${#BASE64_DATA} characters"
+
+ echo ""
+ echo "To use with MCP server in multi_image_analysis:"
+ echo '{
+ "images": [
+ {
+ "url": "'"${BASE64_DATA:0:20}"'... (full base64 string)"
+ }
+ ],
+ "prompt": "Please describe this image in detail. What does it show?",
+ "model": "qwen/qwen2.5-vl-32b-instruct:free"
+}'
+fi
+
+exit 0
\ No newline at end of file
diff --git a/full_base64.txt b/full_base64.txt
new file mode 100644
index 0000000..24ec54a
--- /dev/null
+++ b/full_base64.txt
@@ -0,0 +1,1594 @@
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diff --git a/lena_base64.txt b/lena_base64.txt
new file mode 100644
index 0000000..3d9bacd
--- /dev/null
+++ b/lena_base64.txt
@@ -0,0 +1,1611 @@
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diff --git a/openrouter-image-python.py b/openrouter-image-python.py
new file mode 100644
index 0000000..24e8a34
--- /dev/null
+++ b/openrouter-image-python.py
@@ -0,0 +1,183 @@
+#!/usr/bin/env python3
+import base64
+import os
+import mimetypes
+import requests
+from openai import OpenAI
+
+# Constants
+OPENROUTER_API_KEY = "your_openrouter_api_key" # Replace with your actual key
+IMAGE_PATH = "path/to/your/image.jpg" # Replace with your image path
+
+def image_to_base64(image_path):
+ """Convert an image file to base64 with data URI prefix"""
+ try:
+ # Determine MIME type
+ mime_type, _ = mimetypes.guess_type(image_path)
+ if not mime_type:
+ # Default to generic binary if type cannot be determined
+ mime_type = "application/octet-stream"
+
+ # Read and encode the image
+ with open(image_path, "rb") as image_file:
+ encoded_string = base64.b64encode(image_file.read()).decode("utf-8")
+
+ # Return data URI
+ return f"data:{mime_type};base64,{encoded_string}"
+ except Exception as e:
+ print(f"Error converting image to base64: {e}")
+ raise
+
+def send_image_direct_api(base64_image, question="What's in this image?"):
+ """Send an image to OpenRouter using direct API call"""
+ try:
+ print("Sending image via direct API call...")
+
+ headers = {
+ "Authorization": f"Bearer {OPENROUTER_API_KEY}",
+ "Content-Type": "application/json",
+ "HTTP-Referer": "https://your-site-url.com", # Optional
+ "X-Title": "Your Site Name" # Optional
+ }
+
+ payload = {
+ "model": "anthropic/claude-3-opus", # Choose an appropriate model with vision capabilities
+ "messages": [
+ {
+ "role": "user",
+ "content": [
+ {
+ "type": "text",
+ "text": question
+ },
+ {
+ "type": "image_url",
+ "image_url": {
+ "url": base64_image
+ }
+ }
+ ]
+ }
+ ]
+ }
+
+ response = requests.post(
+ "https://openrouter.ai/api/v1/chat/completions",
+ headers=headers,
+ json=payload
+ )
+
+ response.raise_for_status() # Raise exception for non-200 responses
+ data = response.json()
+
+ print("Response from direct API:")
+ print(data["choices"][0]["message"]["content"])
+ except Exception as e:
+ print(f"Error sending image via direct API: {e}")
+ if hasattr(e, "response") and e.response:
+ print(f"API error details: {e.response.text}")
+
+def send_image_openai_sdk(base64_image, question="What's in this image?"):
+ """Send an image to OpenRouter using OpenAI SDK"""
+ try:
+ print("Sending image via OpenAI SDK...")
+
+ # Initialize the OpenAI client with OpenRouter base URL
+ client = OpenAI(
+ api_key=OPENROUTER_API_KEY,
+ base_url="https://openrouter.ai/api/v1",
+ default_headers={
+ "HTTP-Referer": "https://your-site-url.com", # Optional
+ "X-Title": "Your Site Name" # Optional
+ }
+ )
+
+ # Create the message with text and image
+ completion = client.chat.completions.create(
+ model="anthropic/claude-3-opus", # Choose an appropriate model with vision capabilities
+ messages=[
+ {
+ "role": "user",
+ "content": [
+ {
+ "type": "text",
+ "text": question
+ },
+ {
+ "type": "image_url",
+ "image_url": {
+ "url": base64_image
+ }
+ }
+ ]
+ }
+ ]
+ )
+
+ print("Response from OpenAI SDK:")
+ print(completion.choices[0].message.content)
+ except Exception as e:
+ print(f"Error sending image via OpenAI SDK: {e}")
+
+def send_image_from_base64_file(base64_file_path, question="What's in this image?"):
+ """Use a pre-encoded base64 file (e.g., from bash script)"""
+ try:
+ print("Sending image from base64 file...")
+
+ # Read the base64 data from file
+ with open(base64_file_path, "r") as file:
+ base64_data = file.read().strip()
+
+ # Initialize the OpenAI client
+ client = OpenAI(
+ api_key=OPENROUTER_API_KEY,
+ base_url="https://openrouter.ai/api/v1"
+ )
+
+ # Create the message with text and image
+ completion = client.chat.completions.create(
+ model="anthropic/claude-3-opus",
+ messages=[
+ {
+ "role": "user",
+ "content": [
+ {
+ "type": "text",
+ "text": question
+ },
+ {
+ "type": "image_url",
+ "image_url": {
+ "url": base64_data
+ }
+ }
+ ]
+ }
+ ]
+ )
+
+ print("Response when using base64 file:")
+ print(completion.choices[0].message.content)
+ except Exception as e:
+ print(f"Error sending image from base64 file: {e}")
+
+def main():
+ try:
+ # Convert the image to base64
+ base64_image = image_to_base64(IMAGE_PATH)
+ print("Image converted to base64 successfully")
+
+ # Example 1: Using direct API call
+ send_image_direct_api(base64_image)
+
+ # Example 2: Using OpenAI SDK
+ send_image_openai_sdk(base64_image)
+
+ # Example 3: Using a base64 file (if you have one)
+ # send_image_from_base64_file("path/to/base64.txt")
+
+ except Exception as e:
+ print(f"Error in main function: {e}")
+
+if __name__ == "__main__":
+ main()
\ No newline at end of file
diff --git a/openrouter-image-sdk.js b/openrouter-image-sdk.js
new file mode 100644
index 0000000..2ca9d50
--- /dev/null
+++ b/openrouter-image-sdk.js
@@ -0,0 +1,247 @@
+/**
+ * OpenRouter Image Analysis using OpenAI SDK
+ *
+ * This script demonstrates how to analyze local images using OpenRouter's API
+ * through the OpenAI SDK. It supports both command-line usage and can be imported
+ * as a module for use in other applications.
+ *
+ * Usage:
+ * - Direct: node openrouter-image-sdk.js [prompt]
+ * - As module: import { analyzeImage } from './openrouter-image-sdk.js'
+ *
+ * Environment variables:
+ * - OPENROUTER_API_KEY: Your OpenRouter API key (required)
+ */
+
+import 'dotenv/config';
+import { promises as fs } from 'fs';
+import path from 'path';
+import { fileURLToPath } from 'url';
+import { dirname } from 'path';
+import { OpenAI } from 'openai';
+
+// ES Module compatibility
+const __filename = fileURLToPath(import.meta.url);
+const __dirname = dirname(__filename);
+
+// Constants
+const DEFAULT_MODEL = 'qwen/qwen2.5-vl-32b-instruct:free';
+const MAX_RETRIES = 2;
+const RETRY_DELAY = 1000; // milliseconds
+
+/**
+ * Convert a local image file to base64 format
+ *
+ * @param {string} filePath - Path to the image file
+ * @returns {Promise} - Base64 encoded image with data URI prefix
+ */
+export async function imageToBase64(filePath) {
+ try {
+ // Ensure the file exists
+ try {
+ await fs.access(filePath);
+ } catch (error) {
+ throw new Error(`Image file not found: ${filePath}`);
+ }
+
+ // Read the file
+ const imageBuffer = await fs.readFile(filePath);
+
+ // Determine MIME type based on file extension
+ const fileExt = path.extname(filePath).toLowerCase();
+ let mimeType = 'application/octet-stream';
+
+ switch (fileExt) {
+ case '.png':
+ mimeType = 'image/png';
+ break;
+ case '.jpg':
+ case '.jpeg':
+ mimeType = 'image/jpeg';
+ break;
+ case '.webp':
+ mimeType = 'image/webp';
+ break;
+ case '.gif':
+ mimeType = 'image/gif';
+ break;
+ default:
+ console.warn(`Unknown file extension: ${fileExt}, using default MIME type`);
+ }
+
+ // Convert to base64 and add the data URI prefix
+ const base64 = imageBuffer.toString('base64');
+ return `data:${mimeType};base64,${base64}`;
+ } catch (error) {
+ console.error('Error converting image to base64:', error);
+ throw new Error(`Failed to convert image to base64: ${error.message}`);
+ }
+}
+
+/**
+ * Sleep for a specified amount of time
+ *
+ * @param {number} ms - Milliseconds to sleep
+ * @returns {Promise}
+ */
+const sleep = (ms) => new Promise(resolve => setTimeout(resolve, ms));
+
+/**
+ * Analyze an image using OpenRouter's API via OpenAI SDK
+ *
+ * @param {Object} options - Options for image analysis
+ * @param {string} options.imagePath - Path to the local image file
+ * @param {string} [options.imageBase64] - Base64 encoded image (alternative to imagePath)
+ * @param {string} [options.prompt="Please describe this image in detail."] - The prompt to send with the image
+ * @param {string} [options.model=DEFAULT_MODEL] - The model to use for analysis
+ * @param {string} [options.apiKey] - OpenRouter API key (defaults to OPENROUTER_API_KEY env var)
+ * @returns {Promise