Python 排行榜

Configurable automation library for linux SBC boards including raspberry pi

A simple Python program to implement the search-extract-summarize flow.

使用社交软件聊天记录结合向量数据库让AI更好的扮演对方的角色，在不微调模型的情况下可以达到可观的效果。把曾经的美好，续成往后的陪伴。

Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.

Discord bot and Interface for Stable Diffusion

Bottleneck Transformers for Visual Recognition

LangChain abstractions backed by Postgres Backend

Spinnaker Pipeline/Infrastructure Configuration and Templating Tool - Pipelines as Code.

Implementation of a Transformer, but completely in Triton

Multi-Faceted AI Agent and Workflow Autotuning. Automatically optimizes LangChain, LangGraph, DSPy programs for better quality, lower execution latency, and lower execution cost. Also has a simple agent/workflow framework

WARC + AI - Experimental Retrieval Augmented Generation Pipeline for Web Archive Collections.

High-Performance Engine for Multi-Vector Search

Implementation of Spear-TTS - multi-speaker text-to-speech attention network, in Pytorch

A highly opinionated Cookiecutter template that fuses together Django, Vue.js, GraphQL, and AWS into one full-stack web application.

Implementation of CVPR 2023 paper "Prompting Large Language Models with Answer Heuristics for Knowledge-based Visual Question Answering".

Examples of chatbot implementations with Langchain and Streamlit

Ship Python to AWS in minutes, not days

Vision Document Retrieval (ViDoRe): Benchmark. Evaluation code for the ColPali paper.

RAG-QA-Generator 是一个用于检索增强生成（RAG）系统的自动化知识库构建与管理工具。该工具通过读取文档数据，利用大规模语言模型生成高质量的问答对（QA对），并将这些数据插入数据库中，实现RAG系统知识库的自动化构建和管理。

Official repo for "GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization"