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Show HN: Dead simple API for Retrieval Augmented Generation

4 pointsby vignesh_wararover 1 year ago
Hello everyone,<p>I am the developer of eazyrag.com, and here is the problem I am trying to solve.<p>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.<p>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&#x27;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.<p>Here is a demo I built: I indexed all the Bun.js docs&#x2F;guides pages on EazyRAG and performed RAG on them: <a href="https:&#x2F;&#x2F;eazyrag.com&#x2F;bun" rel="nofollow noreferrer">https:&#x2F;&#x2F;eazyrag.com&#x2F;bun</a>

1 comment

chimichurriover 1 year ago
Thanks for building this. For those who are not familiar with Retrieval Augmented Generation (RAG). Here are some resources<p><a href="https:&#x2F;&#x2F;leaptable.co&#x2F;wiki&#x2F;Retrieval-Augmented-Generation-(RAG)-for-Large-Language-Models-Explained-8c18bae88e8041c685f6c24e33a40a97&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;leaptable.co&#x2F;wiki&#x2F;Retrieval-Augmented-Generation-(RA...</a><p><a href="https:&#x2F;&#x2F;leaptable.co&#x2F;wiki&#x2F;Retrieval-Augmented-Generation-(RAG)-Architecture-8b0d22d397a6434cb37fb903d7ff8deb&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;leaptable.co&#x2F;wiki&#x2F;Retrieval-Augmented-Generation-(RA...</a><p><a href="https:&#x2F;&#x2F;leaptable.co&#x2F;wiki&#x2F;Effects-of-Chunk-Sizes-on-Retrieval-Augmented-Generation-(RAG)-Applications-8b728c36d005434dba39ad19be9b82cc&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;leaptable.co&#x2F;wiki&#x2F;Effects-of-Chunk-Sizes-on-Retrieva...</a>