https://github.com/ersinaksar/langchain-streamlit-rag

https://github.com/ersinaksar/langchain-streamlit-rag

fastapi langchain langchain-python language-model llm ollama ollama-python python python3 rag streamlit

Last synced: 6 days ago
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• Host: GitHub
• URL: https://github.com/ersinaksar/langchain-streamlit-rag
• Owner: ersinaksar
• License: mit
• Created: 2024-07-09T20:59:35.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-07-09T21:10:07.000Z (7 months ago)
• Last Synced: 2024-12-12T04:12:02.689Z (2 months ago)
• Topics: fastapi, langchain, langchain-python, language-model, llm, ollama, ollama-python, python, python3, rag, streamlit
• Language: Python
• Homepage:
• Size: 5.86 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# LangChain-Streamlit-RAG

This project provides a FastAPI interface to serve Ollama models. It allows other applications to send queries to the model and receive responses.

## Features

- **LangChain**: Manages and processes language models.

- **Ollama**: The core language model used for generating responses.

- **RAG**: RAG for pdf.

## Installation

1. **Clone the repository:**

    ```sh

    git clone https://github.com/ersinaksar/LangChain-Streamlit-RAG.git

    cd serve-ollama-models

    ```

2. **Create a virtual environment and activate it:**

    ```sh

    python3 -m venv .venv

    source venv/bin/activate  # On Windows use `venv\Scripts\activate`

    ```

3. **Install the dependencies:**

    ```sh

    pip install -r requirements.txt

    ```

## Usage

1. **Start the streamlit application:**

    ```sh

    streamlit run main.py 

    ```

## License

This project is licensed under the MIT License.