Navigating Challenges and Innovations in Search Technologies - Atita Arora

We talked about:

• Atita’s background


• How NLP relates to search


• Atita’s experience with Lucidworks and OpenSource Connections


• Atita’s experience with Qdrant and vector databases


• Utilizing vector search


• Major changes to search Atita has noticed throughout her career


• RAG (Retrieval-Augmented Generation)


• Building a chatbot out of transcripts with LLMs


• Ingesting the data and evaluating the results


• Keeping humans in the loop


• Application of vector databases for machine learning


• Collaborative filtering


• Atita’s resource recommendations

Links:

• LinkedIn: https://www.linkedin.com/in/atitaarora/


• Twitter: https://x.com/atitaarora


• Github: https://github.com/atarora


• Human-in-the-Loop …

building career challenges chatbot databases experience her innovations llms lucidworks major nlp opensource qdrant rag retrieval retrieval-augmented search technologies transcripts vector vector databases vector search