langchain-iris-tool

Contains an implementation of a Langchain Tool (BaseTool) to do RAG operations on Intersystems IRIS Server.
It is a Chat Agent tool also. It is possible ask questions like:

1. List the server metrics
2. Return intersystems iris server information
3. Save the global value Hello to the global name Greetings
4. Get the global value Greetings
5. Kill the global Greetings
6. List the classes on IRIS Server
7. Where is intersystems iris installed?
8. Return namespace information from the USER
9. List the CSP Applications
10. List the server files on namespace USER
11. List the jobs on namespace %SYS

Prerequisites

Make sure you have git and Docker desktop installed.

Installation

Docker (e.g. for dev purposes)

Clone/git pull the repo into any local directory

$ git clone https://github.com/yurimarx/langchain-iris-tool.git

Open the terminal in this directory and run:

$ docker-compose build
$ docker-compose up -d

Solutions used

1. Ollama - private LLM and NLP Chat tool
2. Lanchain - plataform to build AI agents
3. Streamlit - Frontend framework
4. InterSystems IRIS as a server to answer the questions about it

Testing

1. Open the URL http://localhost:8501

2. Check out the Settings button used to the Agent connect the InterSystems IRIS

3. Ask one of the following questions and wait some seconds to see the results:

• List the server metrics
• Return intersystems iris server information
• Save the global value Hello to the global name Greetings
• Get the global value Greetings
• Kill the global Greetings
• List the classes on IRIS Server
• Where is intersystems iris installed?
• Return namespace information from the USER
• List the CSP Applications
• List the server files on namespace USER
• List the jobs on namespace %SYS