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API StatusChangelog
RAGs

RAGs

#50in Text & Language Models
Stacks3Discussions0
Followers5
OverviewDiscussions

What is RAGs?

It is a Streamlit app that allows you to create and customize your own RAG pipeline and then use it over your data — all with natural language! This means you can now setup a “ChatGPT over your data” without needing to code.

RAGs is a tool in the Text & Language Models category of a tech stack.

Key Features

Describe your task and the parameters you want from your RAG systemsGo into the config view and view/alter generated parameters as neededQuery the RAG agent over data with your questions

RAGs Pros & Cons

Pros of RAGs

No pros listed yet.

Cons of RAGs

No cons listed yet.

RAGs Alternatives & Comparisons

What are some alternatives to RAGs?

ChatGPT

ChatGPT

It is a trained model which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests.

Auto-GPT

Auto-GPT

It is an experimental open-source application showcasing the capabilities of the GPT-4 language model. This program, driven by GPT-4, chains together LLM "thoughts", to autonomously achieve whatever goal you set.

v0 by Vercel

v0 by Vercel

It is a generative user interface system by Vercel powered by AI. It generates copy-and-paste friendly React code based on shadcn/ui and Tailwind CSS that people can use in their projects.

privateGPT

privateGPT

Ask questions to your documents without an internet connection, using the power of LLMs. 100% private, no data leaves your execution environment at any point. You can ingest documents and ask questions without an internet connection.

GPT4All

GPT4All

It is an ecosystem to run powerful and customized large language models that work locally on consumer-grade CPUs and any GPU.

Chart-GPT

Chart-GPT

It is an open-source project designed to make the process of creating charts easy. You can use this tool to generate charts based on your data.

RAGs Integrations

Streamlit, LlamaIndex, OpenAI are some of the popular tools that integrate with RAGs. Here's a list of all 3 tools that integrate with RAGs.

Streamlit
Streamlit
LlamaIndex
LlamaIndex
OpenAI
OpenAI

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