llama-index-packs-llava-completion 0.3.0

llama-index packs llava_completion integration

LLaVA Completion Pack

This LlamaPack creates the LLaVA multimodal model, and runs its complete endpoint to execute queries.

CLI Usage

You can download llamapacks directly using llamaindex-cli, which comes installed with the llama-index python package:

llamaindex-cli download-llamapack LlavaCompletionPack --download-dir ./llava_pack

You can then inspect the files at ./llava_pack and use them as a template for your own project!

Code Usage

You can download the pack to a ./llava_pack directory:

from llama_index.core.llama_pack import download_llama_pack

# download and install dependencies
LlavaCompletionPack = download_llama_pack(
    "LlavaCompletionPack", "./llava_pack"
)

From here, you can use the pack, or inspect and modify the pack in ./llava_pack.

Then, you can set up the pack like so:

# create the pack
llava_pack = LlavaCompletionPack(image_url="./images/image1.jpg")

The run() function is a light wrapper around llm.complete().

response = llava_pack.run(
    "What dinner can I cook based on the picture of the food in the fridge?"
)

You can also use modules individually.

# call the llm.complete()
llm = llava_pack.llm
response = llm.complete("query_str")