Code Monkey home page Code Monkey logo

genai-llm-rag-app's Introduction

genai-llm-rag-app

Overview

This repo contains the application code that relates to genai-llm-rag-pattern. Code has been isolated to allow users to build their own application easily ontop of the infrastructure pattern itself.

genai-llm-rag-app's People

Contributors

butler54 avatar caldeirav avatar avijra avatar

Stargazers

 avatar  avatar Hunter Gerlach avatar

Watchers

Guillaume Moutier avatar  avatar Tuhin Sharma avatar  avatar  avatar

genai-llm-rag-app's Issues

Introduce user feedback via evaluation

As a model admin, I want to be able to collect the feedback on model responses and use it to direct model finetuning.

Consider and review suitable frameworks such as https://langfuse.com/ which provide standardized scoring and evalution of model responses. The content should be usable in a review process that would rely on instruction tuning (possibly using a low code approach such as InstructLab integrated in a User Interface)

Integrate instruction tuning into the pipeline

As an expert user with limited technical knowledge, i want to be able to provide inputs in order to improve response of the model.

Evaluate the integration of RAFT (Retrieval Augmented Fine-Tuning) via InstructLab in the process of creating specialised agents for tuning.

@avijra @tuhinsharma121

Add deployment documentation / step-by-step

Add deployment documentation and step--by-step for the deployment of the application on top of the GenAI LLM RAG pattern. Test and review the documentation via third-party to validate that new contributors can easily setup the app and get working.

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.