Coder Social home page Coder Social logo

lrochetta / reframe Goto Github PK

View Code? Open in Web Editor NEW

This project forked from mikeg112/nnext

0.0 0.0 1.0 6.92 MB

Reframe - The fastest way to build, deploy, and manage LLM-powered agents on tabular data (dataframes, SQL tables and Spreadsheets).

Home Page: https://reframe.is/docs/

License: Apache License 2.0

Python 100.00%

reframe's Introduction

ReframeAI logo

Reframe Β» Low-Code Database Supercharged by AI Agents.
The fastest way to build, deploy and managed AI Agents on your dataframes.
Automate workflows you once spent countless human hours on!

Discord AI

πŸ“– Docs | 🏠 Homepage

About

Reframe is an experimental agent framework powered by GPT-4 that operates on dataframes.

Discord AI

Reframe unleashes the future with AI Agents that work for you. These virtual assistants automate workflows, search the web, explore LinkedIn, and more - with human-like intelligence but without human limitations. Reframe combines an effortless a low-code database, dozens of tireless AI agents and powerful Language Models like GPT, so you can manage data smarter, not harder. Let AI Agents do the work so you can focus on insights.

Come chat with us

Discord AI

Installation | Quick Start | Documentation

Installation

1. Automatic Installation

By far the easiest way to install the ReframeAI server is to use the install script.

pip install reframe-py

Documentation: https://reframe.is/docs

ReframeAI comes with some pre-built AI Agents. Alternatively, you can write your own.

Reframe strives to be

  • πŸ₯½ Transparent - through logging, and metrics that create visibility into the inner operations.
  • 🀸🏾 Flexible - AI Agents and tools are independent of each other, allowing you to create workflows easily.
  • 🧩 Composable. Reframe are simply executable python functions and classes with a well defined interface. You can easily construct sophisticated agents from basic building blocks. These building blocks can be obtained from our ecosystem or you can develop custom ones that are specific to your organization.
  • πŸ›Ή Incrementally adoptable - By using existing technologies such as Docker, Kubernetes and Celery Aigent enables you to seamlessly adopt it with your organization. From simple ZeroShot agents to sophisticated multi-step AI agents each component can be integrated into your existing workflows.
  • πŸ”¨ Reusable - once a tool is running, it can be utilized by various agents, thereby reducing operational overhead, increasing throughput and making tools easy to reason about.
  • 🏎️ Fast by taking advantage of data parallelism and prompt sequencing in a manner increases efficiency and reduces the overall number of expensive API calls made to LLM endpoints.
  • 🏟️ Rich ecosystem that enables your to pick and choose which tools and agents to deploy. Through contributions from open source developers, we are making great progress to develop a robust ecosystem of tools so that you always have a tool for the job.

Features

  • 🌐 Internet access for searches and information gathering
  • πŸ“₯ Long-term and short-term memory management
  • 🧠 GPT-4 & Anthropic instances for text generation
  • πŸ”— Access to popular websites and platforms
  • πŸ—ƒοΈ File storage and summarization with GPT-3.5
  • πŸ”Œ Extensibility with Plugins

Status

  • Alpha: We are testing Reframe with a closed set of customers
  • Public Alpha: Anyone can sign up over at https://reframe.is. But go easy on us, there are a few kinks
  • Public Beta: Stable enough for most non-enterprise use-cases
  • Public: General Availability

We are currently in Public Beta. Watch "releases" of this repo to get notified of major updates.

Documentation

More documentation is available here: https://reframe.is/docs

reframe's People

Contributors

peterwnjenga avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.