revert ink vision endpoint from Ollama Cloud back to Gemini

add live HF Space URL to README

add Dockerfile + HF Space frontmatter for hosted deploy

relevance + diversity evals, batched scoring, math tooltips

updated readme

Add voice + air-writing conflict resolution

Streaming candidate picker + side-index feedback loops

Session priors (P(bucket) + P(type)) + inline eval UI

Add faithfulness + authenticity evals; run scoring off the response path

Add MMR reranking with conversation-context query fusion

imultimodal sensing → real stylistic constraints

Add PRESENT_STATE intent + head-shake turnaround

Route sub-intents to their own pools, rip out the LLM intent router

added deeper memories and new users.

dropped more bloat

Modified UI + Readme Update

Remove library bloat

adding detailed TODOs to ReadME

Added scaffolding for evals

Add todos to Readme

Code refactor for extensibility

added basic pipeline

Add LICENSE and improve README for multimodal AAC chatbot

Initial commit