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Design

Pritesh • 4 cards

this loader is a perfect example of how we use @v0 on v0. @rauchg had a vision — showing the code editor while streaming was too much complexity for users. he sent us this v0: https://t.co/uwy5y1r4CY. @ZreikJorge took that idea to the next level when... See more

Aryaman x.com

Diagrams

Cyrus Chen • 11 cards

design

Maía Corona

Building long context RAG from scratch with RAPTOR + Claude3 (Video) The rise of long context LLMs + embeddings will change RAG design. Instead of splitting docs + indexing doc chunks, it's feasible to index full docs. But, there is a challenge to flexibly answer lower-level questions from... See more

LangChain

x.com

Structure

Johannes Herseni • 1 card

References

Erika • 2 cards

🔟 Traditional RAG vs HyDE Questions are not semantically similar to answers, so the system may retrieve irrelevant context. In HyDE, first generate a hypothetical answer (H) to query. Then, use (H) to retrieve relevant context (C). I wrote a detailed thread about... See more

Avi Chawla x.com

1: Architect products; evolve from projects to products. Architecting products is more efficient than just designing point solutions to projects and focuses the team on its customers. Principle 2: Focus on quality attributes, not on functional requirements. Quality attribute requirements drive the architecture. Principle 3: Delay design decisions