https://github.com/waridrox/medicalchatbot_generative-ai
https://github.com/waridrox/medicalchatbot_generative-ai
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/waridrox/medicalchatbot_generative-ai
- Owner: waridrox
- License: mit
- Created: 2023-04-03T07:26:12.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2025-04-02T16:34:45.000Z (over 1 year ago)
- Last Synced: 2025-04-02T17:29:51.252Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 10.3 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# End-to-end-Medical-Chatbot-Generative-AI
### Due to lack of AWS credits, deployment has been haulted. Instead, here's a demo vid
https://github.com/user-attachments/assets/c5d71922-1a80-4aa8-a6c8-375aff545090
### Create a `.env` file in the root directory and add your Pinecone & openai credentials as follows:
```ini
PINECONE_API_KEY = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
OPENAI_API_KEY = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
```
```bash
# run the following command to store embeddings to pinecone
python store_index.py
```
```bash
# Finally run the following command
python app.py
```
### Techstack Used:
- Python
- LangChain
- Flask
- GPT
- Pinecone
# AWS-CICD-Deployment-with-Github-Actions
## 1. Login to AWS console.
## 2. Create IAM user for deployment
#with specific access
1. EC2 access : It is virtual machine
2. ECR: Elastic Container registry to save your docker image in aws
#Description: About the deployment
1. Build docker image of the source code
2. Push your docker image to ECR
3. Launch Your EC2
4. Pull Your image from ECR in EC2
5. Lauch your docker image in EC2
#Policy:
1. AmazonEC2ContainerRegistryFullAccess
2. AmazonEC2FullAccess
## 3. Create ECR repo to store/save docker image
- Save the URI: 970547337635.dkr.ecr.ap-south-1.amazonaws.com/medicalchatbot
## 4. Create EC2 machine (Ubuntu)
## 5. Open EC2 and Install docker in EC2 Machine:
#optinal
sudo apt-get update -y
sudo apt-get upgrade
#required
curl -fsSL https://get.docker.com -o get-docker.sh
sudo sh get-docker.sh
sudo usermod -aG docker ubuntu
newgrp docker
# 6. Configure EC2 as self-hosted runner:
setting>actions>runner>new self hosted runner> choose os> then run command one by one
# 7. Setup github secrets:
- AWS_ACCESS_KEY_ID
- AWS_SECRET_ACCESS_KEY
- AWS_DEFAULT_REGION
- ECR_REPO
- PINECONE_API_KEY
- OPENAI_API_KEY