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ai_bot's Introduction

RAG

Installation

We use Poetry to manage dependencies.

poetry init
poetry install

Create testdata directory in the root directory and add files.

Now we only support .md files.

(Optional) Create a .env file in the root directory and add the following environment variables:

LANGCHAIN_TRACING_V2=true
LANGCHAIN_API_KEY=<LANGCHAIN_API_KEY>

Note: You can get the LANGCHAIN_API_KEY from LangSmith.

Usage

Run ollama:

ollama serve

Default embedding model is chevalblanc/acge_text_embedding and default language model is qwen:4b.

Open a new terminal and run the following command:

cd src
python main.py

Then you can ask questions to the model. If you want to exit, type bye.

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