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title: Otoz Smart Search | |
emoji: π | |
colorFrom: pink | |
colorTo: indigo | |
sdk: gradio | |
sdk_version: 4.43.0 | |
app_file: app.py | |
pinned: false | |
license: cc-by-nc-2.0 | |
# Smart Search | |
This project implements a Mini GPT model using FastAPI, Langchain, and Docker. | |
## Prerequisites | |
- Docker | |
- Docker Compose | |
## Setup | |
1. Clone the repository: | |
``` | |
git clone https://github.com/netsol-research/smart-search | |
cd smart-search | |
``` | |
2. Create a `.env` file in the project root and add your environment variables: | |
``` | |
AWS_ACCESS_KEY_ID=your_aws_access_key | |
AWS_SECRET_ACCESS_KEY=your_aws_secret_key | |
AWS_DEFAULT_REGION=your_aws_region | |
OPENAI_API_KEY=your_openai_api_key | |
PINECONE_API_KEY=your_pinecone_api_key | |
``` | |
3. Copy the `.env` file to the `docker` folder: | |
``` | |
cp .env docker/.env | |
``` | |
4. Create a virtual environment (optional but recommended): | |
``` | |
python -m venv env | |
source env/bin/activate # On Windows, use `env\Scripts\activate` | |
``` | |
5. Install the required packages: | |
``` | |
pip install -r requirements.txt | |
``` | |
## Running the Application | |
To build and run the Docker container: | |
1. Navigate to the project root directory: | |
``` | |
cd smart-search | |
``` | |
2. Build and start the Docker containers: | |
``` | |
docker-compose up --build | |
``` | |
This command will build the Docker image and start the containers defined in the `docker-compose.yml` file. | |
3. Once the containers are running, you can access the API at `http://localhost:8000` | |
To stop the containers, use: | |
``` | |
docker-compose down | |
``` | |
This will stop and remove the containers, networks, and volumes created by the `docker-compose.yml` file. | |