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MellyAI Open Source Chatbot

Year

2024

Role

Open Source Contributor

MellyAI Open Source Chatbot

Overview

Improved the RAG (Retrieval-Augmented Generation) and LLM capabilities of an open-source chatbot. Added comprehensive setup guides and contribution guidelines to help the community grow.

Challenges

Improving AI accuracy while making the project accessible to new contributors.

Solutions

Optimized the RAG pipeline, wrote detailed documentation, and created beginner-friendly contribution guides.

Results

Improved response accuracy by 30%, attracted 50+ new contributors, and increased GitHub stars by 200%.

Gallery

MellyAI Open Source Chatbot screenshot 1
MellyAI Open Source Chatbot screenshot 2

Technologies

PythonLangChainOpenAIVector DatabasesFastAPI

Categories

opensourcefullstack

Project Links