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taskgen

Task-based Agentic Framework using StrictJSON as the core

strictjson

A Strict JSON Framework for LLM Outputs

AutoPhrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

AutoPhraseX

Automated Phrase Mining from Massive Text Corpora in Python.

workflow

Simple Pythonic Workflows

GeneralAgent

A python native agent framework

graphrag

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

graph-rag

vec2text

utilities for decoding deep representations (like sentence embeddings) back to text

wiseflow

Wiseflow is an agile information mining tool that extracts concise messages from various sources such as websites, WeChat official accounts, social platforms, etc. It automatically categorizes and uploads them to the database.

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

camelot

A Python library to extract tabular data from PDFs

FinGLM

FinGLM: 致力于构建一个开放的、公益的、持久的金融大模型项目，利用开源开放来促进「AI+金融」。

denser-retriever

An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy.

semchunk

A fast and lightweight pure Python library for splitting text into semantically meaningful chunks.

MegaParse

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

milvus-lite

A lightweight version of Milvus

Qwen2

Qwen2 is the large language model series developed by Qwen team, Alibaba Cloud.

HanLP

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

MMVP

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

Bunny

A family of lightweight multimodal models.

self-llm

《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合**宝宝的部署教程

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

Awesome-LLM-RAG-Application

the resources about the application based on LLM with RAG pattern

Chinese-Tiny-LLM

torch-rechub

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

aicoco

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