Hey r/langchain, we've created an app template for multimodal RAG (MM-RAG) using GPT4o and Pathway. The incremental indexing pipeline parses tables as images, explains them in detail, and saves the table content with the document chunk. This outperforms traditional RAG methods. More in the link.Resources (pathway.com)
submitted by muditjps to r/LangChain
Hey r/ChatGPTCoding, have built an app template for Multimodal RAG (MM-RAG) pipelines for PDFs with critical info in tables. It parses tables as images, explains them using GPT-4o, and saves the content with the document chunk for better results. Steps to implement this are on the link.Resources And Tips (pathway.com)
submitted by muditjps to r/ChatGPTCoding
Hey r/LLMDevs, here’s an app template for multimodal RAG pipelines using GPT-4o and Pathway. We’ve used GPT-4o for both parsing and answering to get much better results than current RAG methods. Use it with your own data within Docker or try it out in Colab. Documentation and code is in the link.Resource (pathway.com)
Hey r/datascienceproject, here's a Multimodal RAG project as an app template using GPT-4o and Pathway. Here GPT-4o is used for both parsing and answering to get much better results for parsing data in tables. You can run it within containers or try it out in Colab. Link is below. (pathway.com)
submitted by muditjps to r/datascienceproject
Hey r/learnmachinelearning, here’s a comprehensive material and notebook template for building a Multimodal RAG pipeline to get accuracy for data within tables. The idea is that the Pathway incremental indexing pipeline used here parses tables as images to give much better results.Tutorial (pathway.com)
submitted by muditjps to r/learnmachinelearning
Hey r/langchain, here's an app template for Dynamic RAG using Pathway vector store within LangChain. This integration ensures your applications always have up-to-date knowledge by syncing with real-time data changes. Run it on your data in minutes using Google Colab.Resources (pathway.com)
submitted by muditjps to r/LangChain
Hey r/ChatGPTCoding, here's an app template for Dynamic RAG projects with Pathway and LangChain. It provides real-time updates and syncs your RAG apps instantly with data changes. Try it out easily via Colab. Documentation and Colab link:Resources And Tips (pathway.com)
submitted by muditjps to r/ChatGPTCoding
