binbasri-in/gsoc24-rag

A simple chatbot that is RAG with GSoC projects

🦙📚 GSoC24-RAG

A simple chatbot that is RAG with GSoC projects and ideas.

Check out the deployed version: Start Chat

Or check the searchable Index here

Read my Blog for more information: GSoC24-RAG

Installation

pip install -r requirements.txt

create the RAG CLI

export OPENAI_API_KEY=<api_key>

llamaindex-cli rag --files "./chatbot-creation/data"

llamaindex-cli rag --question "give me list of 10 easy ideas with python and Machine Learning?"

llamaindex-cli rag --chat

Create the full stack chatbot

for this to work you need to have these stuff installed npm, node, pipx, poetry, llamaIndex-cli

llamaindex-cli rag --create-llama

To run chat in command line with my code

cd chatbot-creation
python chat.py

Development plan

• Data collection and extraction, check data-collection
• Data Loading and Ingestion Pipeline chatbot-creation
• Chatbot deployment

Check out the following resources for more information

• LlamaIndex
• Haystack
• spaCy
• Google AI Studio
• OpenAI
• build a chatbot in Streamlit

Contributing

Contributions are welcome, and they are greatly appreciated! Every little bit helps, and credit will always be given.