LLM-Ecosystem

Code for Embeddings, VectorStore, SemanticSearch, and RAG using Azure OpenAI.

Installation

Pre-requisites:

• Python 3.10+ and pip

pip install -r requirements.txt

Running

• Copy .env.example to .env and fill in the values

• Run the following command to start the server

python 0_llm.py

python 1_embeddings.py

python 2_semantic_search.py

python 3_vectorstore.py

python 4_llm_app.py

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Advance

poetry shell

poetry install