![](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/Mini-Summit-6-1--8edbd3cc-8246-4514-832b-066973f189d6-1717695808070.jpeg?fit=scale-down&width=1200)
Managing and extracting value from unstructured data has become a critical challenge as the volume of data continues to grow. This virtual event brings together industry experts to explore the latest techniques in Retrieval Augmented Generation (RAG) and vector databases.
Discover how RAG systems are revolutionizing natural language processing by seamlessly integrating information retrieval techniques, enabling more accurate and contextual language generation. Gain practical insights into building and optimizing these applications.
This session will also cover how vector databases like Milvus, play a key role in RAG and working with unstructured data. Learn proven strategies for maintaining data freshness, accuracy, and efficiency, ensuring your organization stays ahead of the curve.
Don't miss this opportunity to level up your unstructured data management skills.
![Ben Epstein](https://cdn.gradual.com/images/https://d92co48ro6fll.cloudfront.net/gradual/mlops/speakers-v1/Ben-Epstein.jpg?fit=scale-down&width=432)
![Stephen Batifol](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/Stephen-conference-picture-5d2411a8-d5ed-411e-a243-714f663752bd-1679315177228.png?fit=scale-down&width=432)
![Andreas Koukounas](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/img-andreas-koukounas-18134409-08c3-4dde-ae64-3e3173c92dbb-1717686227666.jpeg?fit=scale-down&width=432)
![Saba Sturua](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/IMG-4369-2-1--cfa395c0-ea17-445e-9b6d-1b9ba50526f6-1717686404851.jpeg?fit=scale-down&width=432)
![Ben Epstein](https://cdn.gradual.com/images/https://d92co48ro6fll.cloudfront.net/gradual/mlops/speakers-v1/Ben-Epstein.jpg?fit=scale-down&width=200)
![Stephen Batifol](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/Stephen-conference-picture-5d2411a8-d5ed-411e-a243-714f663752bd-1679315177228.png?fit=scale-down&width=200)
![Andreas Koukounas](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/img-andreas-koukounas-18134409-08c3-4dde-ae64-3e3173c92dbb-1717686227666.jpeg?fit=scale-down&width=200)
![Saba Sturua](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/IMG-4369-2-1--cfa395c0-ea17-445e-9b6d-1b9ba50526f6-1717686404851.jpeg?fit=scale-down&width=200)
![Ben Epstein](https://cdn.gradual.com/images/https://d92co48ro6fll.cloudfront.net/gradual/mlops/speakers-v1/Ben-Epstein.jpg?fit=scale-down&width=200)
![Stephen Batifol](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/Stephen-conference-picture-5d2411a8-d5ed-411e-a243-714f663752bd-1679315177228.png?fit=scale-down&width=200)
![Andreas Koukounas](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/img-andreas-koukounas-18134409-08c3-4dde-ae64-3e3173c92dbb-1717686227666.jpeg?fit=scale-down&width=200)
![Saba Sturua](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/IMG-4369-2-1--cfa395c0-ea17-445e-9b6d-1b9ba50526f6-1717686404851.jpeg?fit=scale-down&width=200)