vital-llm-reasoner 0.0.9

Vital LLM Reasoner

vital-llm-reasoner

Very much work in progress

Needs to do: playwright install

Ensemble Reasoning

Implementation to address deployment in: Llama.cpp: CPU and GPU vLLM: GPU transformers (huggingface): GPU, baseline for ensemble attention implementation?

Initially all ensemble calls are synchronous and initiated by the LLM Reasoner

Version 1 Magic Tokens

start ensemble call end ensemble call

start ensemble result end ensemble result

Version 1 Tags

ensemble:member_request </ensemble:member_request>

ensemble:member_response </ensemble:member_response>

member is one of: web_search wikidata_search kgraph_search kgraph_traverse logic_query code_executor llm

logic_query terms for testing: friend(?Friend) search_friends('search term', ?Friend) get_friend('friend_uri', ?Friend) traverse('uri', ?Node) traverse_incoming('uri', ?Node) traverse_outgoing('uri', ?Node)

Version 2 Tags

Use JSON Schema

include request id

Potentially handle async cases with:

1. initial ensemble call
2. acknowledgement
3. result