The Database Toolkit for Python

Monitor Memory usage of Python code

Memray is a memory profiler for Python

This is a library plus a test harness for collecting algorithms that use the GraphBLAS. For test coverage reports, see https://graphblas.org/LAGraph/ . Documentation: https://lagraph.readthedocs.org

A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

The Multi-Faceted Optimizer for GenAI Workflows

MLX: An array framework for Apple silicon

A library that wraps pandas and openpyxl and allows easy styling of dataframes in excel

AG2 (formerly AutoGen): The Open-Source AgentOS. Join us at: https://discord.gg/pAbnFJrkgZ

Efficient, Flexible and Portable Structured Generation

中英文信息抽取数据集整理

Prompt optimization scratch

g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains

An open-source RAG-based tool for chatting with your documents.

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

A framework for prompt tuning using Intent-based Prompt Calibration

Latitude is the open-source prompt engineering platform to build, evaluate, and refine your prompts with AI

A hyperparameter optimization framework

Python module that makes working with XML feel like you are working with JSON

Arch is an intelligent gateway for agents. Engineered with (fast) LLMs for the secure handling, rich observability, and seamless integration of prompts with your APIs - all outside business logic. …

LlamaIndex is a data framework for your LLM applications

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

GLM-4-Voice | 端到端中英语音对话模型

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.

The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more.

Convert any PDF into a podcast episode!