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Podcast: DataTalks.Club
Episode: Navigating Challenges and Innovations in Search Technologies - Atita Arora
Description: 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...