Implemented an end-to-end, parallelized, data analysis pipeline, from web scraping to intricate data analysis, using AutoGen's multi-agent capabilities.

Employed advanced algorithms to derive actionable insights from the gathered data.

Deployed and served the application, enabling multi-modal chats, chain of thought visualization, data persistence with human feedback, and integrated authentication for user-centric interactions.

Integrated LangChain processing for real-time message processing.

Pinecone integration for Retrieval Augmented Generation.