https://github.com/iambasantarai/csitgptprototype

A prototype RAG-based AI chatbot using LangChain, LLMs (OpenAI/HuggingFace), and Chroma vector database.
https://github.com/iambasantarai/csitgptprototype

chromadb generative-ai huggingface javascript langchain llm nodejs openai rag

Last synced: about 2 months ago
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A prototype RAG-based AI chatbot using LangChain, LLMs (OpenAI/HuggingFace), and Chroma vector database.

• Host: GitHub
• URL: https://github.com/iambasantarai/csitgptprototype
• Owner: iambasantarai
• Created: 2023-12-13T06:16:36.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-04-30T09:15:11.000Z (8 months ago)
• Last Synced: 2024-05-19T03:48:58.360Z (8 months ago)
• Topics: chromadb, generative-ai, huggingface, javascript, langchain, llm, nodejs, openai, rag
• Language: JavaScript
• Homepage:
• Size: 6.18 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        


    



---

csitGPT is a command line interface (CLI) application tailored to provide accurate and insightful responses to `CSIT` related queries.

Through the integrating cutting-edge technologies such as [LangChain](https://www.langchain.com/), Large Language Models (LLMs) ([Hugging Face](https://huggingface.co/)/[OpenAI](https://openai.com/)), and [ChromaDB](https://www.trychroma.com/), csitGPT delivers a powerful and insightful Q&A chatbot experience.

### Getting started

1. Clone the repository

```bash

git clone [email protected]:iambasantarai/csitGPTprototype.git

```

2. Navigate to the project directory

```bash

cd csitGPTprototype

```

3. Install dependencies

```bash

yarn install

```

OR

```bash

npm install

```

4. Configure environment

```bash

cp .env.example .env

```

Update the values for following keys in the `.env`

- `CHROMA_URL`

- `HUGGINGFACEHUB_API_KEY`

- `OPENAI_API_KEY`

- `TAVILY_API_KEY`

5. Run the script

```bash

yarn run bot

```