Upload 5 files

.gitignore

@@ -0,0 +1,6 @@
+experiments/.ipynb_checkpoints*
+.env
+src/__pycache__*
+utils/__*
+test_images/__*
+temp_image*

README.md

@@ -1,12 +1,46 @@
----
-title: Medical Report Analyzer
-emoji: 🐢
-colorFrom: indigo
-colorTo: red
-sdk: streamlit
-sdk_version: 1.41.1
-app_file: app.py
-pinned: false
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+---
+title: medical-report-analyzer
+emoji: 😻
+colorFrom: red
+colorTo: purple
+sdk: streamlit
+sdk_version: 1.41.0
+app_file: app.py
+pinned: false
+license: mit
+---
+## Medical Report Analysis Using LLM
+
+
+🔍  This project is a **Medical Report Analysis System** that simplifies the explanation of medical reports using AI 🧠 and provides natural healing suggestions 🌱.
+
+### **Problem Statement:**
+Many people find it challenging to understand medical reports, especially those from non-medical backgrounds. This project aims to make it easier for everyone to comprehend their medical reports and promote better health literacy 📚.
+
+
+💡 **Key Features:**
+- Focus on problem areas in the report 🩺
+- Easy-to-understand explanations 📝
+- Natural remedies for healing 💊🌿
+
+🛠️ **Tech Stack:**
+- **Python** 🐍
+- **Streamlit** 📊
+- **Gemini** 🧠
+- **EasyOCR** 🔗
+- **Pillow** 📊
+
+
+💻 **Source of Report:**
+- Sample reports from publicly available Websites 📂
+1. *https://drlogy.com/blog/blood-report-format#:~:text=Blood%20Report%20Format%20Examples%20&%20PDF.%2010%20Key%20Blood%20Report*
+
+2. *https://cdn1.lalpathlabs.com/live/reports/WM17S.pdf#:~:text=Test%20Report%20Test%20Name%20Results%20Units%20Bio.%20Ref.%20Interval%20Note*
+
+
+⚠️ **Disclaimer**: This project is for **educational purposes only** 📚 and is not a substitute for professional medical advice.
+
+
+### Video :-
+
+[Demo](https://github.com/LalitMahale/Medical-Report-Analysis-using-LLM/blob/main/videos/medical_report_analyzer_video.mp4)

requirements.txt

@@ -0,0 +1,6 @@
+python-dotenv==1.0.1
+pymupdf==1.24.11
+easyocr==1.7.2
+google-generativeai==0.7.2
+streamlit==1.38.0
+pillow==10.4.0

template.py

@@ -0,0 +1,33 @@
+import os
+from pathlib import Path
+
+list_file = [
+    "src/__init__.py",
+    "src/pipeline.py",
+    "src/settings.py",
+    "src/prompts.py",
+    "logs/medical_report_analysis.log",
+    "test_docs/.gitkeep",
+    "app.py",
+    "experiments/experiments.ipynb",
+    ".env",
+    "Dockerfile",
+    "requirements.txt",
+    ".gitignore",
+    "README.md",
+
+
+]
+
+
+for file in list_file:
+    file = Path(file)
+    folder, filename = os.path.split(file)
+
+    if not os.path.exists(folder) and folder != "":
+        os.makedirs(folder,exist_ok=True)
+
+    if not os.path.exists(file) or (os.path.getsize(file)==0):
+        with open(file=file,mode="w") as f:
+            pass
+

🏠_Home.py

@@ -0,0 +1,27 @@
+import streamlit as st  
+from src.pipeline import Pipeline
+from dotenv import load_dotenv
+import os
+
+check = load_dotenv()
+
+
+st.set_page_config(page_title="🩺 Medical Report Analyzer",page_icon= "*")
+
+st.markdown("<h1 style='text-align: center;'>Medical Report Analyzer 🔎</h1>", unsafe_allow_html=True)
+st.caption("Health Insights Based on The Lab Reports")
+
+if not check:
+    api_key = st.text_input("API KEY",placeholder='Provide google api key',help="click to get api key : https://ai.google.dev/")
+    os.environ['GOOGLE_API_KEY'] = api_key
+
+
+file = st.file_uploader(label="Upload Lab Report", type=["PDF", "JPG", "PNG", "JPEG"])
+if st.button("Process"):
+    if file != None:
+        file_type = file.name.split(".")[-1]
+        response = Pipeline.process(file=file,type = file_type)
+        st.write(response)
+
+    else:
+        st.warning("Please Upload file.",icon="⚠️")