The search results are too inaccurate and basically unusable. The image below shows the top 5 results obtained using RCLIP and this project, respectively.

[tbllw]

[0ssamaak0]

there's something with your current setup. Please share with me config.yaml file. Let's stick to 1 issue and try to investigate this

[tbllw]

batch_size: 32
clip:
HF_transformers_clip: openai/clip-vit-base-patch16
mobileclip_checkpoint: mobileclip_s0
provider: HF_transformers
deep_scan: false
exclude_directories: []
include_directories:

• C:/Users/abc/AppData/Local/Programs/Yurij Mikhalevich/rclip/test/img
  scan_method: default
  text_embed:
  HF_transformers_embeddings: nomic-ai/nomic-embed-text-v1.5
  embedding_gguf: <path_to_gguf_model>
  ollama_embeddings: 0ssamaak0/nomic-embed-text
  openai_api_key: <openai_api_key>
  openai_endpoint: https://api.openai.com/v1
  openai_model: text-embedding-ada-002
  provider: HF_transformers

[0ssamaak0]

I have tried to use the same exact config and everything is working perfectly! Can you provide information about your machine? also if you can please provide the images in these screenshots

PS: I closed the other issues since they are both related, let's stick in this one