Weaviate Podcast
Open-Source AI with Vinod Valloppillil and Bob van Luijt - Weaviate Podcast #86!
Jan 23, 2024
Vinod Valloppillil and Bob van Luijt discuss open-source AI, the business of AI models, the potential of retrieval augmented generation (RAG) in open-source AI, the future of knowledge bases and weight manipulation, advancements in knowledge graphs and vector databases, and the convenience of AI integration in devices.
55:04
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Quick takeaways
- Transitioning from stateless models to pre-baked models presents new opportunities for building business around software.
- Co-training language models with retrieval models and integrating formal representations of knowledge are emerging architectural paths in the field.
Deep dives
Transitioning from stateless to pre-baked models
The podcast discusses the transition from stateless models to pre-baked models, highlighting the benefits of using pre-baked models with augmented retrieval. It emphasizes the advantages of having a large language model (LLM) with external memory and retrieval systems to enhance the capabilities and performance of language models.
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