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+# Healthcare Chatbot
+
+This is a Python-based project for dealing with human symptoms and predicting their possible outcomes.
+
+#### Project Goal
+The primary goal of this project is to forecast the disease so that patients can get the desired output according to their primary symptoms. 
+ 
+## Technology used
+We used **[TKinter](https://docs.python.org/3/library/tkinter.html)** to create a desktop-based application and **[Spacy](https://spacy.io/)** for NLP-based processes like ***text sentence tokenization and lemmatization***, and we used a **[Huggingface](https://huggingface.co/)** pretrained model to extrat disease names from a given sentence ***( or ner processing)***.
+
+#### Huggingface
+Downloading pre-trained model from [Huggingface Model](https://huggingface.co/raynardj/ner-disease-ncbi-bionlp-bc5cdr-pubmed)
+```python
+
+from transformers import pipeline
+PRETRAINED = "raynardj/ner-disease-ncbi-bionlp-bc5cdr-pubmed"
+ners = pipeline(task="ner",model=PRETRAINED, tokenizer=PRETRAINED)
+
+```
+
+#### Spacy
+
+Download [spacy](https://spacy.io/usage) For window, Linux, MacOS
+```bash
+pip install -U pip setuptools wheel
+pip install -U spacy
+python -m spacy download en_core_web_sm
+```
+
+
+## Installation
+
+Use the package manager [pip](https://pip.pypa.io/en/stable/) to install the requirements.txt file package.
+
+```bash
+pip install -r requirements.txt 
+```
+## Output Image
+#### First opening window
+![first window](https://github.com/Durgesh63/HealthCare_ChatBot/blob/master/firstwindow.png?raw=true)
+
+#### Main Opening Window
+![Main Window](https://github.com/Durgesh63/HealthCare_ChatBot/blob/master/main_window.png?raw=true)
+
+## Contributing
+Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
+
+Please make sure to update tests as appropriate.