promptengineer48/llm_selector

This code implements a Local LLM Selector from the list of Local Installed Ollama LLMs for your specific user Query

LLM_Selector

Auto Select the Best LLM for Your Use Case or Queries

Check out the youtube video https://youtu.be/zCKwnfHB99k

Clone this Repo on your local drive and then get started.

This code selects the best model for your specific question.

FLOW +>

Step 1: User Asks a Question

Step 2: A Local LLM runs checks to find the best model to run for the particular user input

Step 3: The user query is sent to the chosen one

Step 4: The chosen LLM runs giving the output

CODE EXPLANATION

main.py +> Basic Implementation of Langchain for Ollama

main_working.py +> Gives your Terminal Experience (This is the full code your can run on your terminal using "python main_working.py")

main_stream.py +> Give a Web UI experience using Streamlit (To run this code, type "streamlit run main_stream.py" on your terminal)

requirements.txt +> Run these requirements before running any codes above ("pip install -r requirements.txt" on your terminal)

REQUIREMENTS:

1. You need to have Ollama Running on your System Check out these videos on Ollama: Ollama Videos: https://youtu.be/lhQ8ixnYO2Y https://youtu.be/ridRXgAmqoQ https://youtu.be/oguOlJz7RIY

llm_selector's Issues

Deprecated function call in main_working.py

I am getting this error in main_working.py:

/home/pi5/social/.venv/lib/python3.11/site-packages/langchain_core/_api/deprecation.py:117: LangChainDeprecationWarning: The function callwas deprecated in LangChain 0.1.7 and will be removed in 0.2.0. Use invoke instead. warn_deprecated(
Which function should I use instead?