ChatSheetPT
2025
Multimodal RAG pipeline for design specifications, enabling semantic search across text, tables, and images.
- Python
- LangChain
- Docling
Problem
Information in technical data sheets in the semiconductor industry is difficult to access due to complex cross-references, large volumes of content, and the multimodal nature of the content — leading to inefficient search processes.
Solution
A specialized Retrieval-Augmented Generation (RAG) system enables precise retrieval of relevant information by generating referenceable answers through multimodal integration and an LLM. This shortens search times and improves accessibility to information.
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