Setup Cassandra with Docker

1. Pull the Cassandra image from Docker Hub

docker pull cassandra:latest

2. Run the Cassandra container

docker run --rm -d --name cassandra --hostname cassandra --network cassandra -p 9042:9042 cassandra

3. Wait for 1-2 mins for the container to start and then connect to the CQL shell

docker exec -it cassandra cqlsh -u cassandra -p cassandra  localhost 9042

4. Run the following commands one by one in the CQL shell to create a keyspace and a table

CREATE KEYSPACE IF NOT EXISTS video_search
WITH REPLICATION = {
  'class' : 'SimpleStrategy',
  'replication_factor' : 1
};

USE video_search;

CREATE TABLE IF NOT EXISTS videos (
    id UUID PRIMARY KEY,
    name TEXT,
    hash TEXT,
    upload_time TIMESTAMP
);

CREATE TABLE IF NOT EXISTS frame_embeddings (
    video_id UUID,
    frame_timestamp TEXT,
    embedding VECTOR <FLOAT, 512>,
    PRIMARY KEY (video_id, frame_timestamp)
);

Run the application

1. Clone the repository

git clone https://github.com/Swapnil-Kapale/FrameSeek

2. Setup the environment

cd FrameSeek
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt

3. Run the application

python app2.py

4. The application will be running on http://localhost:5000

Collaborators

• Aabid
• Manoj