llm-tricks/ReadMe.md

LLM Tricks

Trying to find anything useful to do with local LLMs.

All scripts work with data within PRIVATE_DATA/ so that private data can't be accidentally committed.

cosine_similarity.lua

Opens embeddings.json and creates similarities.json with a sorted list of comparisons.

generate_embeddings.lua

Opens every file on its whitelist within the notebook directory, and generates embeddings (placed in embeddings.json). When files are too long, it truncates them.

least_similar.lua

Opens similarities.json, reverses the sort order, and saves it as differences.json.

synopsis_generator.lua

Chooses a random file within notebook, and generates a novel synopsis from it.

Arguments:

• refresh_file_list: Refreshes the cached file list to choose from.
• export_ordered_list_of_prompts: Makes an epub to review generated synopses.

Tasks

• synopsis_generator cache should include file sizes to make script running easier/faster