MUMPS RAG Terminal (mumps_rag_v1.py)
README.md
mumps_rag_v1.py
Lightweight Python terminal simulating basic MUMPS global storage with in-memory database and simple RAG retrieval over ^DOC nodes.
Overview
- Emulates MUMPS-style globals (
^NAME(sub1,sub2))
- Flat internal storage using
| separator
- Preloaded sample medical documentation
- Basic TF-based ranking for RAG queries
- Interactive REPL interface
Requirements
Python 3.6+
No external dependencies (uses only standard library)
Quick Start
*** MUMPS RAG TERMINAL (by webXOS 2025) ***
Type HELP
Basic MUMPS-Style Commands
| Command |
Syntax Example |
Description |
| SET |
SET ^PATIENT(123)="John Doe" |
Create or update global node |
|
SET ^LAB(123,"GLU")=105 |
Supports subscripts |
| GET |
GET ^PATIENT(123) |
Retrieve value of node |
| LIST |
LIST ^PATIENT |
List all nodes under root (exact or subtree) |
|
LIST ^LAB |
Shows all subnodes |
| DOC SHOW |
DOC SHOW |
Display all documentation nodes (^DOC) |
| DOC ADD |
DOC ADD ^DOC(6)="New medical note text" |
Add new documentation entry |
| RAG QUERY |
RAG QUERY chest pain assessment |
Search ^DOC nodes, returns top 5 ranked matches |
| HELP |
HELP |
Show command summary |
| EXIT / QUIT |
EXIT |
Quit terminal |
Key Syntax Notes
- Keys always start with
^
- Subscripts in parentheses:
^GLOBAL("sub1",sub2,"sub 3")
- Quotes optional if subscript has no spaces/commas
- Internal flattening:
^DOC("chest pain") → DOC|chest pain
Preloaded Sample ^DOC Nodes
^DOC(1) – SOAP framework explanation^DOC(2) – ABCDE emergency assessment^DOC(3) – Chest pain assessment protocol^DOC(4) – Emergency department billing levels^DOC(5) – Diabetes follow-up visit checklist
Example Session
USER> DOC SHOW
^DOC(1) = SOAP framework: Subjective, Objective, Assessment, Plan...
^DOC(2) = ABCDE framework: Airway, Breathing, Circulation...
...
USER> RAG QUERY diabetes follow up
RAG: diabetes follow up
#1 [^DOC(5)] 0.812
Diabetes follow-up visit: check A1C, medications...
USER> DOC ADD ^DOC(6)="Hypertension management: BP targets, lifestyle, meds"
DOC ADDED
USER> RAG QUERY high blood pressure
#1 [^DOC(6)] 0.745
Hypertension management: BP targets...
Extending
Add any global data via SET or more ^DOC entries via DOC ADD. All data persists only in memory during session.
Free to modify and extend. Public domain / MIT LICENSE - webXOS 2025
MUMPS RAG Terminal (mumps_rag_v1.py)
README.md
mumps_rag_v1.py
Lightweight Python terminal simulating basic MUMPS global storage with in-memory database and simple RAG retrieval over
^DOCnodes.Overview
^NAME(sub1,sub2))|separatorRequirements
Python 3.6+
No external dependencies (uses only standard library)
Quick Start
Basic MUMPS-Style Commands
SET ^PATIENT(123)="John Doe"SET ^LAB(123,"GLU")=105GET ^PATIENT(123)LIST ^PATIENTLIST ^LABDOC SHOWDOC ADD ^DOC(6)="New medical note text"RAG QUERY chest pain assessmentHELPEXITKey Syntax Notes
^^GLOBAL("sub1",sub2,"sub 3")^DOC("chest pain")→DOC|chest painPreloaded Sample ^DOC Nodes
^DOC(1)– SOAP framework explanation^DOC(2)– ABCDE emergency assessment^DOC(3)– Chest pain assessment protocol^DOC(4)– Emergency department billing levels^DOC(5)– Diabetes follow-up visit checklistExample Session
Extending
Add any global data via
SETor more^DOCentries viaDOC ADD. All data persists only in memory during session.Free to modify and extend. Public domain / MIT LICENSE - webXOS 2025