Saturday 16 September 2023

Show HN: Dead simple API for Retrieval Augmented Generation https://bit.ly/45SVJEp

Show HN: Dead simple API for Retrieval Augmented Generation Hello everyone, I am the developer of eazyrag.com, and here is the problem I am trying to solve. When I was working on usegrasp.com (a search engine), I integrated the LLM answer engine, which is basically implementing a retrieval augmented generation (RAG) pipeline. First, I tried the most popular libraries available. I have to say I disliked the developer experience due to confusing APIs and complex abstractions. I wanted something like Algolia for retrieval augmented generation. So, I built eazyrag.com, which is an easy-to-use API to implement RAG with your own data inside your apps or websites. You can simply index everything and query it. You don't even need a unique ID for the content you are indexing; just send the entire documents in a single API call, and we will handle chunking, splitting, embedding, and prompt with context formation, etc. Here is a demo I built: I indexed all the Bun.js docs/guides pages on EazyRAG and performed RAG on them: https://bit.ly/45TxhTm https://bit.ly/3ZnCZKU September 16, 2023 at 11:35AM

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