Rearranged functions for embeddings creation to be compatible with zero GPU space. Updated packages.

Added example of how to run function from command line. Updated packages. Embedding model default now smaller and at fp16.

App now retains original index following cleaning to allow for referring back to original data

Updated Gradio version for spaces. Updated Dockerfile to enable Llama.cpp build with Cmake

Can split passages into sentences. Improved embedding, LLM representation models, improved zero shot capabilities

Updated packages. Improve hierarchy vis. Better models - mixedbread and phi3. Now option to split texts into sentences before modelling.

Upgraded to Gradio 4.16.0. Guide for converting to exe added.

Fixed llm_config, environmental variable, zero shot topic model errors with quick embeddings

Changed readme colour to yellow

first commit