shabooboo86

LLM-Powered-RAG-System

A collection of RAG systems powered by LLM.

VITA

✨✨VITA: Towards Open-Source Interactive Omni Multimodal LLM

Memary

The Open Source Memory Layer For Autonomous Agents

llm_aided_ocr

Enhance Tesseract OCR output for scanned PDFs by applying Large Language Model (LLM) corrections.

NotionNext

使用 NextJS + Notion API 实现的，支持多种部署方案的静态博客，无需服务器、零门槛搭建网站，为Notion和所有创作者设计。 (A static blog built with NextJS and Notion API, supporting multiple deployment options. No server required, zero threshold to set up a website. Designed for Notion and all creators.)

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

MegaParse

File Parser optimised for LLM Ingestion with no loss 🧠 Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.

Perplexica

Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI

lm-format-enforcer

Enforce the output format (JSON Schema, Regex etc) of a language model

PDF-Extract-Kit

A Comprehensive Toolkit for High-Quality PDF Content Extraction

corenet

CoreNet: A library for training deep neural networks

MInference

To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces inference latency by up to 10x for pre-filling on an A100 while maintaining accuracy.

llm_agents_devtools

A curated list of autonomous agents and developer tools powered by LLM.

GraphRAG_Lite

awesome-chatgpt-prompts-zh

ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。

omniparse

Ingest, parse, and optimize any data format ➡️ from documents to multimedia ➡️ for enhanced compatibility with GenAI frameworks

MinerU

A one-stop, open-source, high-quality data extraction tool, supports PDF/webpage/e-book extraction.一站式开源高质量数据提取工具，支持PDF/网页/多格式电子书提取。

Cradle

The Cradle framework is a first attempt at General Computer Control (GCC). Cradle supports agents to ace any computer task by enabling strong reasoning abilities, self-improvment, and skill curation, in a standardized general environment with minimal requirements.

reflexion

[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

awesome-fastapi

A curated list of awesome things related to FastAPI

fastapi-best-practices

FastAPI Best Practices and Conventions we used at our startup

fastapi_best_architecture

基于 FastAPI 构建的前后端分离 RBAC 权限控制系统，采用独特的伪三层架构模型设计，内置 fastapi-admin 基本实现，并作为模板库免费开源

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

self-correction-llm-papers

This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.

ProphetNet

A research project for natural language generation, containing the official implementations by MSRA NLC team.

self-refine

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

crewAI-examples

crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.