Join us at our upcoming webinar, " LangChain for Multimodal Apps: Chat With Text/Image Data," where we will showcase an advanced multi-modal retrieval system using SingleStore, GPT-4V, and LangChain with CLIP. This event is a must-attend for those interested in the forefront of AI and database technology, especially for developers and data professionals.
Discover how to build a multi-modal retrieval system that integrates SingleStore's hybrid database capabilities for structured and vector data with the innovative LangChain Learn to create text and image embedding indexes using GPT text embeddings and CLIP embeddings from OpenAI, respectively. We will demonstrate how to encode queries for both text and image indexes, and how to use the LangChain framework for efficient data retrieval.
- Building a multi-modal retrieval system with SingleStore and LangChain.
- Generating and using GPT text embeddings and CLIP image embeddings.
- Techniques for encoding queries in a multi-modal context.
- Integrating and managing structured and vector data in a single system.
- Practical applications of the system in retrieving relevant text and images simultaneously.
