Retrieval Event

Requirements

Docker 
Docker Compose 

Prepare data

All code prepare data in folder data_preparation:

- ocr data: ocr_api.py
- asr data:  asr_prep.py -> whisper_inference.py
- data for faiss_service: stack_data.py
- compress image: compress_img.py

The directory data/Keyframe should look like this (you should compress image to fast render in front-end)

data
|__ Keyframe
|     |__ L01_V001 
|     |       |__ 00000.jpg
|     |       |__ 00001.jpg
|     |       |__ 00002.jpg
|     |       |__ ...
|     |__ L01_V002
|     |       |__ 00000.jpg
|     |       |__ 00001.jpg
|     |       |__ 00002.jpg
|     |       |__ ...

The directory faiss/data/faiss_database should look like this

data
|__ faiss_database
     |__ ViT_B32 
            |__ feature.npy
            |__ keyframe_name.json

After deploy, go to meilisearch folder and run below script to add data ocr and asr to meilisearch service:

python src/script.py

Deploy

Config port in .env

make up_services