Introduction

What is Raag and why it matters?

What is Ragg?

Ragg provides a simple SDK to connect multiple internal and external data sources to Large Language Models (LLMs).

Ragg is a retrieval augmented generation (RAG) pipeline as a service. It allows you to spend more time coding business logic using your data than trying to get a fully functional RAG pipeline.

Why Ragg?

Regarding RAG, developers face many new challenges for efficiently ingesting and storing data and later providing hallucination-free and context-aware LLM responses.

Raag helps you to tackle all these challenges with a simple, fiction-free SDK.

Here are some challenges we let you handle with ease:

• Data ingestion

  • Website crawling on regular basis

  • Document parsing

  • Storage and indexing

• Search

  • Indexing

  • Storage

  • Reranking strategies

  • Noise elimination

• Retrieval Augmented Generation

  • Prevent hallucination

  • Prevent LLM reverse engineering or context hacking