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Eric Liao's starred repositories

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

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llama

Inference code for Llama models

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private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

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Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

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llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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LLaMA-Factory

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

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gpt-pilot

The first real AI developer

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anything-llm

The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.

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chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

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Scrapegraph-ai

Python scraper based on AI

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h2ogpt

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/

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pygwalker

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

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taipy

Turns Data and AI algorithms into production-ready web applications in no time.

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vanna

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

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danswer

Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.

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paper-qa

LLM Chain for answering questions from documents with citations

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llm-twin-course

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

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sec-insights

A real world full-stack application using LlamaIndex

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awesome-dash

A curated list of awesome Dash (plotly) resources

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LLaVA-Med

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

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AutoRAG

RAG AutoML Tool - Find optimal RAG pipeline for your own data.

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AdalFlow

AdalFlow: The “PyTorch” library to auto-optimize any LLM tasks.

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langcorn

⛓️ Serving LangChain LLM apps and agents automagically with FastApi. LLMops

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mlops-python-package

Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

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LinkBERT

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

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poetry-cookiecutter

🍪 Poetry Cookiecutter is a modern Cookiecutter template for scaffolding Python packages and apps

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privateGPT-app

A fastAPI backend and a streamlit UI for privateGPT. Interact privately with your documents as a webapp using the power of GPT, 100% privately, no data leaks

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goku

GenAIOps on Kubernetes: A collection of reference architectures for running GenAI at scale on Kubernetes using OSS tooling

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HAIM

This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publication in Nature Machine Intelligence (Soenksen LR, Ma Y, Zeng C et al. 2022).

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semantic_research_engine

A semantic research engine to get relevant papers based on a user query. Application frontend with Chainlit Copilot. Observability with Literal. Other Tech stack: LangChain, Chroma

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bennwei