added a readme file

README.md

@@ -10,6 +10,39 @@ pinned: false
 short_description: Implement the Multimodal for PDFs
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# OpenAI PDF Multimodal
 
-# replace with a full README later
+This is a Hugging Face project that utilizes OpenAI's capabilities for performing analysis on images within PDFs and individual images. 
+
+### Functionality
+
+* Accepts user uploaded PDFs and individual images.
+* Processes the uploaded content to extract images.
+* Analyzes the extracted images based on user-provided instructions in a text box.
+* Outputs the analysis results.
+
+### Key Features
+
+* Multimodal analysis: Combines text and image data for a comprehensive understanding of the content.
+* User-driven analysis:  Tailored analysis based on specific instructions.
+* Supports various image formats: Handles a wide range of image file formats commonly found in PDFs.
+
+### How to Use
+
+1. Upload a PDF document or an image file.
+2. Provide instructions in the text box detailing the desired image analysis.
+3. Click the "Analyze" button.
+4. The application will process the content and display the analysis results.
+
+### Benefits
+
+* Gain insights from images within PDFs without manual extraction.
+* Automate image analysis tasks for efficiency.
+* Customize the analysis process to fit specific needs.
+
+### Next Steps
+
+* Explore integration with additional AI models for more advanced analysis capabilities.
+* Develop a user interface for a more interactive experience.
+
+We welcome your contributions to this project!