Index

A

available_memory() (in module best_engine_ai_helper) (in module best_engine_ai_helper.detect)

B

best_engine_ai_helper module best_engine_ai_helper.api module best_engine_ai_helper.catalog module best_engine_ai_helper.cli module best_engine_ai_helper.config module best_engine_ai_helper.detect module best_engine_ai_helper.gui module best_engine_ai_helper.hardware module best_engine_ai_helper.llm module

best_engine_ai_helper.pull module best_engine_ai_helper.ralph module best_engine_ai_helper.recommend module best_engine_ai_helper.score module best_engine_ai_helper.sources module best_engine_ai_helper.sources.apxml module best_engine_ai_helper.validate_llm module best_engine_ai_helper.validate_vlm module

C

catalog_group() (in module best_engine_ai_helper.cli) catalog_show() (in module best_engine_ai_helper.cli) chat() (in module best_engine_ai_helper.llm) chip_name() (in module best_engine_ai_helper) (in module best_engine_ai_helper.detect)

chip_vendor() (in module best_engine_ai_helper) (in module best_engine_ai_helper.detect) compute_profile() (in module best_engine_ai_helper) (in module best_engine_ai_helper.detect)

D

detect_local_entry() (in module best_engine_ai_helper.hardware)

E

effective_budget() (in module best_engine_ai_helper) (in module best_engine_ai_helper.score) embed() (in module best_engine_ai_helper.llm) env_cmd() (in module best_engine_ai_helper.cli)

estimate_ram() (in module best_engine_ai_helper) (in module best_engine_ai_helper.catalog) estimated_tokens_per_second() (in module best_engine_ai_helper) (in module best_engine_ai_helper.score) eyeball_loop() (in module best_engine_ai_helper.ralph)

F

fetch_open_weight_models() (in module best_engine_ai_helper.sources.apxml)

G

gui() (in module best_engine_ai_helper.api)

H

hardware_group() (in module best_engine_ai_helper.cli) hardware_show() (in module best_engine_ai_helper.cli)

hardware_update() (in module best_engine_ai_helper.cli) headroom (best_engine_ai_helper.api.RecommendRequest attribute)

L

load_catalog() (in module best_engine_ai_helper) (in module best_engine_ai_helper.catalog) load_config() (in module best_engine_ai_helper) (in module best_engine_ai_helper.config)

load_hardware() (in module best_engine_ai_helper) (in module best_engine_ai_helper.hardware) lookup_chip() (in module best_engine_ai_helper) (in module best_engine_ai_helper.hardware)

M

model_config (best_engine_ai_helper.api.RecommendRequest attribute) module best_engine_ai_helper best_engine_ai_helper.api best_engine_ai_helper.catalog best_engine_ai_helper.cli best_engine_ai_helper.config best_engine_ai_helper.detect best_engine_ai_helper.gui best_engine_ai_helper.hardware best_engine_ai_helper.llm best_engine_ai_helper.pull best_engine_ai_helper.ralph best_engine_ai_helper.recommend best_engine_ai_helper.score best_engine_ai_helper.sources best_engine_ai_helper.sources.apxml best_engine_ai_helper.validate_llm best_engine_ai_helper.validate_vlm

N

normalize_apxml_spec() (in module best_engine_ai_helper.catalog)

normalize_apxml_specs() (in module best_engine_ai_helper.catalog)

O

ollama_pull() (in module best_engine_ai_helper.pull)

ollama_rm() (in module best_engine_ai_helper.pull)

P

parse_directory_slugs() (in module best_engine_ai_helper.sources.apxml) parse_model_page() (in module best_engine_ai_helper.sources.apxml) parse_task() (in module best_engine_ai_helper) (in module best_engine_ai_helper.recommend)

platform_name() (in module best_engine_ai_helper) (in module best_engine_ai_helper.detect) prose_loop() (in module best_engine_ai_helper.ralph)

R

ralph_loop() (in module best_engine_ai_helper.ralph) rank() (in module best_engine_ai_helper) (in module best_engine_ai_helper.score) recommend() (in module best_engine_ai_helper.api) (in module best_engine_ai_helper.recommend)

recommend_engines() (in module best_engine_ai_helper) RecommendRequest (class in best_engine_ai_helper.api) render_gui() (in module best_engine_ai_helper.gui) resolved_models() (in module best_engine_ai_helper) (in module best_engine_ai_helper.config) root() (in module best_engine_ai_helper.api)

S

select() (in module best_engine_ai_helper) (in module best_engine_ai_helper.score)

system() (in module best_engine_ai_helper.api)

T

task (best_engine_ai_helper.api.RecommendRequest attribute) text_model() (in module best_engine_ai_helper) (in module best_engine_ai_helper.config)

to_markdown() (in module best_engine_ai_helper) (in module best_engine_ai_helper.recommend)

V

validate() (in module best_engine_ai_helper.validate_llm) (in module best_engine_ai_helper.validate_vlm)

validate_cmd() (in module best_engine_ai_helper.cli) vision_model() (in module best_engine_ai_helper) (in module best_engine_ai_helper.config)

W

write_cache() (in module best_engine_ai_helper.catalog) (in module best_engine_ai_helper.hardware)

write_env() (in module best_engine_ai_helper.pull) write_report() (in module best_engine_ai_helper) (in module best_engine_ai_helper.recommend)