Text Generation
MLX
English
lora
kintsugi
social-work
mutual-aid
persona
liberation-labs
multiverse-school
Instructions to use LiberationLabs/multiverse-mutual-aid-agent with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use LiberationLabs/multiverse-mutual-aid-agent with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("LiberationLabs/multiverse-mutual-aid-agent") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use LiberationLabs/multiverse-mutual-aid-agent with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "LiberationLabs/multiverse-mutual-aid-agent" --prompt "Once upon a time"
- Atomic Chat
| -- Multiverse Mutual Aid Coordination Agent β Schema | |
| CREATE EXTENSION IF NOT EXISTS "uuid-ossp"; | |
| CREATE EXTENSION IF NOT EXISTS "vector"; | |
| -- ββ Requesters ββββββββββββββββββββββββββββββββββββββββββββββ | |
| CREATE TABLE requesters ( | |
| requester_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(), | |
| display_name VARCHAR NOT NULL, | |
| contact_info JSONB DEFAULT '{}', | |
| notes TEXT DEFAULT '', | |
| created_at TIMESTAMPTZ NOT NULL DEFAULT now(), | |
| updated_at TIMESTAMPTZ NOT NULL DEFAULT now() | |
| ); | |
| -- ββ Sessions ββββββββββββββββββββββββββββββββββββββββββββββββ | |
| CREATE TABLE sessions ( | |
| session_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(), | |
| requester_id UUID REFERENCES requesters(requester_id), | |
| coordinator VARCHAR DEFAULT 'megs', | |
| started_at TIMESTAMPTZ NOT NULL DEFAULT now(), | |
| ended_at TIMESTAMPTZ, | |
| metadata JSONB DEFAULT '{}' | |
| ); | |
| CREATE INDEX idx_sessions_requester ON sessions(requester_id, started_at DESC); | |
| -- ββ Conversations βββββββββββββββββββββββββββββββββββββββββββ | |
| CREATE TABLE conversations ( | |
| message_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(), | |
| session_id UUID NOT NULL REFERENCES sessions(session_id), | |
| role VARCHAR NOT NULL CHECK (role IN ('user', 'assistant', 'system')), | |
| content TEXT NOT NULL, | |
| embedding VECTOR(1024), | |
| significance FLOAT DEFAULT 0.0, | |
| created_at TIMESTAMPTZ NOT NULL DEFAULT now() | |
| ); | |
| CREATE INDEX idx_conversations_session ON conversations(session_id, created_at); | |
| -- ββ Aid Requests ββββββββββββββββββββββββββββββββββββββββββββ | |
| CREATE TABLE aid_requests ( | |
| request_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(), | |
| requester_id UUID REFERENCES requesters(requester_id), | |
| session_id UUID REFERENCES sessions(session_id), | |
| category VARCHAR NOT NULL CHECK (category IN ( | |
| 'housing', 'food', 'medical', 'financial', | |
| 'legal', 'transportation', 'childcare', | |
| 'mental_health', 'employment', 'other' | |
| )), | |
| urgency VARCHAR NOT NULL DEFAULT 'standard' | |
| CHECK (urgency IN ('critical', 'urgent', 'standard', 'low')), | |
| status VARCHAR NOT NULL DEFAULT 'intake' | |
| CHECK (status IN ('intake', 'triaged', 'matched', 'in_progress', | |
| 'fulfilled', 'closed', 'referred')), | |
| description TEXT NOT NULL, | |
| resources_matched JSONB DEFAULT '[]', | |
| notes TEXT DEFAULT '', | |
| created_at TIMESTAMPTZ NOT NULL DEFAULT now(), | |
| updated_at TIMESTAMPTZ NOT NULL DEFAULT now(), | |
| resolved_at TIMESTAMPTZ | |
| ); | |
| CREATE INDEX idx_aid_status ON aid_requests(status, urgency); | |
| CREATE INDEX idx_aid_requester ON aid_requests(requester_id, created_at DESC); | |
| CREATE INDEX idx_aid_category ON aid_requests(category, status); | |
| -- ββ Resource Directory ββββββββββββββββββββββββββββββββββββββ | |
| CREATE TABLE resources ( | |
| resource_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(), | |
| name VARCHAR NOT NULL, | |
| category VARCHAR NOT NULL, | |
| description TEXT DEFAULT '', | |
| contact_info JSONB DEFAULT '{}', | |
| eligibility TEXT DEFAULT '', | |
| capacity VARCHAR DEFAULT 'unknown', | |
| active BOOLEAN DEFAULT true, | |
| created_at TIMESTAMPTZ NOT NULL DEFAULT now(), | |
| updated_at TIMESTAMPTZ NOT NULL DEFAULT now() | |
| ); | |
| CREATE INDEX idx_resources_category ON resources(category) WHERE active = true; | |
| -- ββ Interaction Log (append-only) βββββββββββββββββββββββββββ | |
| CREATE TABLE interaction_log ( | |
| log_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(), | |
| request_id UUID REFERENCES aid_requests(request_id), | |
| action VARCHAR NOT NULL, | |
| details JSONB DEFAULT '{}', | |
| created_at TIMESTAMPTZ NOT NULL DEFAULT now() | |
| ); | |
| CREATE OR REPLACE FUNCTION prevent_log_mutation() | |
| RETURNS TRIGGER AS $$ | |
| BEGIN | |
| RAISE EXCEPTION 'interaction_log is append-only'; | |
| END; | |
| $$ LANGUAGE plpgsql; | |
| CREATE TRIGGER trg_log_no_update | |
| BEFORE UPDATE OR DELETE ON interaction_log | |
| FOR EACH ROW EXECUTE FUNCTION prevent_log_mutation(); | |