LegalChatModel — public knowledge pack

Redistribution-safe guides + FTS/vector indexes for the LegalChatModel app.

Not legal advice. England & Wales oriented study / research aid.

Contents

Path	Purpose
guides/	Subject law guides (markdown)
knowledge.jsonl	Same guides as JSONL records
gold_answers/	Scrubbed high-mark answer exemplars
public-rag.sqlite3	Public FTS index (632 chunks)
public-vectors.sqlite3	BGE hybrid vectors (837 chunks)
public-rag.manifest.json	Build manifest

This pack does not include private Chroma, chat history, feedback, or copyrighted subscription corpora.

Friend / clone setup

git clone https://github.com/Tsanhl/legalchatmodel.git
cd legalchatmodel

# Adapter (LoRA)
hf download Agnes999/legalchat-v12-lora --local-dir adapters/legal_answer_flow_v12_quality_gates_lora

# This dataset
hf download Agnes999/legalchat --repo-type dataset --local-dir ~/LegalAI-public

export LEGAL_RAG_DB="$HOME/LegalAI-public/public-rag.sqlite3"
export LEGAL_VECTOR_DB="$HOME/LegalAI-public/public-vectors.sqlite3"
export LEGAL_EMBED_PROFILE=bge
export LEGAL_HYBRID_RETRIEVAL=1
./scripts/public_chat_ui.sh

Release date: 2026-07-26