Aug. 31, 2023, 8:59 p.m. | /u/achyutjoshi

Machine Learning

Retrieval augmented generation (RAG) is one of the most popular way to add additional knowledge to your LLMs. To do RAG well, you need to do three things well -

1. Curate high quality datasets
2. Create abstractions (embeddings, keyword indexes, knowledge graphs)
3. Stitch everything together for better retrieval

We have realized that it is even harder than what it looks like. We want to easily enable this infra for a range of datasets, starting with company-specific data.

You …

companies data datasets embedded embeddings graphs knowledge knowledge graphs llms machinelearning popular press press releases quality rag releases retrieval retrieval augmented generation sec

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