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GeneticsGPT

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# 🧬 GeneticsGPT 🔬

GeneticsGPT is a powerful and intuitive application that leverages the OpenAI GPT-3.5-turbo model to provide insights and answers to genetic and disease-related questions. With its user-friendly interface and integration with the [Open Targets](https://platform.opentargets.org/) genetics database, this application makes it easy to explore and understand complex genetic information.





## 🌟 Features

- 💬 Ask questions related to genetics and diseases
- 🔍 Get detailed answers based on the Open Targets genetics database
- 📜 View a list of frequently asked questions (FAQs) generated based on the query response
- 🙋‍♀️ Click on an FAQ to get a concise and informative answer
- 🧠 Powered by the OpenAI GPT-3.5-turbo model for accurate and relevant responses

## 🚀 Getting Started

### Prerequisites

- Python 3.7 or higher
- OpenAI API key
- PyQt5 library
- requests library

### Installation

1. Clone the repository.

2. Install the required dependencies using pip.
   
3. Set up your OpenAI API key:
   - Sign up for an API key at [OpenAI](https://openai.com/).
   - Replace `"your-openai-api-key"` in the code with your actual API key.

### Usage

1. Run the application:
   ```
   python main.py
   ```

2. Enter your question related to genetics or diseases in the input field and click the "Submit" button.

3. The application will display the query response in the answer widget on the left side.

4. Generated FAQs will be listed below the answer widget. Click on an FAQ to view a concise answer in the answer text area on the right side.

5. Explore the generated FAQs and their answers to gain insights into the genetic and disease-related information.

## 💡 Why Open Targets

GeneticsGPT is a GPT-based search engine to translate natural language queries into valid GraphQL queries. This empowers users to easily explore and extract insights from the Open Targets dataset as currently Open Targets lacks a sophisticated search engine for complex queries, so this tool becomes very useful for drug discovery and genetics research.

## 📄 License

This project is licensed under the [MIT License](LICENSE).

## 🙏 Acknowledgments

- [OpenAI](https://openai.com/) for providing the powerful GPT-3.5-turbo model
- [Open Targets](https://www.opentargets.org/) for the genetics database and GraphQL API
- [PyQt5](https://pypi.org/project/PyQt5/) for the graphical user interface framework
- Inspired from cx0

## 🤝 Contributing

Contributions are welcome! If you have any ideas, suggestions, or bug reports, please open an issue or submit a pull request.

## TODO

- Add a discord chat bot (lets make it more accessible)

## 📧 Contact

For any questions or inquiries, please contact [owensingh72@gmail.com](mailto:owensingh72@gmail.com).

---

Please leave a star on the repository! 🧬✨

	a/README.md		b/README.md
1	# 🧬 GeneticsGPT 🔬	1	# 🧬 GeneticsGPT 🔬
2		2
3	GeneticsGPT is a powerful and intuitive application that leverages the OpenAI GPT-3.5-turbo model to provide insights and answers to genetic and disease-related questions. With its user-friendly interface and integration with the [Open Targets](https://platform.opentargets.org/) genetics database, this application makes it easy to explore and understand complex genetic information.	3	GeneticsGPT is a powerful and intuitive application that leverages the OpenAI GPT-3.5-turbo model to provide insights and answers to genetic and disease-related questions. With its user-friendly interface and integration with the [Open Targets](https://platform.opentargets.org/) genetics database, this application makes it easy to explore and understand complex genetic information.
4		4
5	## DEMO	5
6
7	![GeneticsGPT](demo1.png)
8
9	## 🌟 Features	6	## 🌟 Features
10		7
11	- 💬 Ask questions related to genetics and diseases	8	- 💬 Ask questions related to genetics and diseases
12	- 🔍 Get detailed answers based on the Open Targets genetics database	9	- 🔍 Get detailed answers based on the Open Targets genetics database
13	- 📜 View a list of frequently asked questions (FAQs) generated based on the query response	10	- 📜 View a list of frequently asked questions (FAQs) generated based on the query response
14	- 🙋‍♀️ Click on an FAQ to get a concise and informative answer	11	- 🙋‍♀️ Click on an FAQ to get a concise and informative answer
15	- 🧠 Powered by the OpenAI GPT-3.5-turbo model for accurate and relevant responses	12	- 🧠 Powered by the OpenAI GPT-3.5-turbo model for accurate and relevant responses
16		13
17	## 🚀 Getting Started	14	## 🚀 Getting Started
18		15
19	### Prerequisites	16	### Prerequisites
20		17
21	- Python 3.7 or higher	18	- Python 3.7 or higher
22	- OpenAI API key	19	- OpenAI API key
23	- PyQt5 library	20	- PyQt5 library
24	- requests library	21	- requests library
25		22
26	### Installation	23	### Installation
27		24
28	1. Clone the repository.	25	1. Clone the repository.
29		26
30	2. Install the required dependencies using pip.	27	2. Install the required dependencies using pip.
31		28
32	3. Set up your OpenAI API key:	29	3. Set up your OpenAI API key:
33	- Sign up for an API key at [OpenAI](https://openai.com/).	30	- Sign up for an API key at [OpenAI](https://openai.com/).
34	- Replace `"your-openai-api-key"` in the code with your actual API key.	31	- Replace `"your-openai-api-key"` in the code with your actual API key.
35		32
36	### Usage	33	### Usage
37		34
38	1. Run the application:	35	1. Run the application:
39	```	36	```
40	python main.py	37	python main.py
41	```	38	```
42		39
43	2. Enter your question related to genetics or diseases in the input field and click the "Submit" button.	40	2. Enter your question related to genetics or diseases in the input field and click the "Submit" button.
44		41
45	3. The application will display the query response in the answer widget on the left side.	42	3. The application will display the query response in the answer widget on the left side.
46		43
47	4. Generated FAQs will be listed below the answer widget. Click on an FAQ to view a concise answer in the answer text area on the right side.	44	4. Generated FAQs will be listed below the answer widget. Click on an FAQ to view a concise answer in the answer text area on the right side.
48		45
49	5. Explore the generated FAQs and their answers to gain insights into the genetic and disease-related information.	46	5. Explore the generated FAQs and their answers to gain insights into the genetic and disease-related information.
50		47
51	## 💡 Why Open Targets	48	## 💡 Why Open Targets
52		49
53	GeneticsGPT is a GPT-based search engine to translate natural language queries into valid GraphQL queries. This empowers users to easily explore and extract insights from the Open Targets dataset as currently Open Targets lacks a sophisticated search engine for complex queries, so this tool becomes very useful for drug discovery and genetics research.	50	GeneticsGPT is a GPT-based search engine to translate natural language queries into valid GraphQL queries. This empowers users to easily explore and extract insights from the Open Targets dataset as currently Open Targets lacks a sophisticated search engine for complex queries, so this tool becomes very useful for drug discovery and genetics research.
54		51
55	## 📄 License	52	## 📄 License
56		53
57	This project is licensed under the [MIT License](LICENSE).	54	This project is licensed under the [MIT License](LICENSE).
58		55
59	## 🙏 Acknowledgments	56	## 🙏 Acknowledgments
60		57
61	- [OpenAI](https://openai.com/) for providing the powerful GPT-3.5-turbo model	58	- [OpenAI](https://openai.com/) for providing the powerful GPT-3.5-turbo model
62	- [Open Targets](https://www.opentargets.org/) for the genetics database and GraphQL API	59	- [Open Targets](https://www.opentargets.org/) for the genetics database and GraphQL API
63	- [PyQt5](https://pypi.org/project/PyQt5/) for the graphical user interface framework	60	- [PyQt5](https://pypi.org/project/PyQt5/) for the graphical user interface framework
64	- Inspired from cx0	61	- Inspired from cx0
65		62
66	## 🤝 Contributing	63	## 🤝 Contributing
67		64
68	Contributions are welcome! If you have any ideas, suggestions, or bug reports, please open an issue or submit a pull request.	65	Contributions are welcome! If you have any ideas, suggestions, or bug reports, please open an issue or submit a pull request.
69		66
70	## TODO	67	## TODO
71		68
72	- Add a discord chat bot (lets make it more accessible)	69	- Add a discord chat bot (lets make it more accessible)
73		70
74	## 📧 Contact	71	## 📧 Contact
75		72
76	For any questions or inquiries, please contact [owensingh72@gmail.com](mailto:owensingh72@gmail.com).	73	For any questions or inquiries, please contact [owensingh72@gmail.com](mailto:owensingh72@gmail.com).
77		74
78	---	75	---
79		76
80	Please leave a star on the repository! 🧬✨	77	Please leave a star on the repository! 🧬✨