Popular GitHub Repositories for Rich Context

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management.

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

A rich-text editor powered by AI

The official GitHub page for the survey paper "A Survey of Large Language Models".

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

The most reliable AI agent framework that supports MCP.

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

Build effective agents using Model Context Protocol and simple workflow patterns

Context aware, pluggable and customizable data protection and de-identification SDK for text and images

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

An open-source framework for training large multimodal models.

Type less, code more: Cody is an AI code assistant that uses advanced search and codebase context to help you write and fix code.

Type less, code more: Cody is an AI code assistant that uses advanced search and codebase context to help you write and fix code.

A Streamlit-powered Chat Assistant utilizing Ollama's DeepSeek-R1 (1.5B) model for intelligent, context-aware conversations. Designed with an interactive chat interface, adjustable model parameters. It leverages Ollama for local model serving and Streamlit for a responsive UI for text-based interactions.

Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 ?

? Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

总结Prompt&LLM论文，开源数据&模型，AIGC应用