Best Practices on Recommendation Systems
State-of-the-Art Embeddings, Retrieval, and Reranking
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).
:star:Github Ranking:star: Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily. | Github仓库排名,每日自动更新
A specialized Claude Code workspace for creating long-form, SEO-optimized blog content for any business. This system helps you research, write, analyze, and optimize content that ranks well and serves your target audience.
Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly.
:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer. Claude Code and Codex share one store. No API key.
[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
Module for automatic summarization of text documents and HTML pages.
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
Open-source inference server and production cluster for all the models your agent needs.
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
Crankshaft: A turnkey GNU/Linux solution that transforms a Raspberry Pi to an Android Auto head unit.
Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion.
Claude Code blog skill suite: 30 sub-skills, 5 agents, 5-gate v1.9.0 Blog Delivery Contract, dual-optimized for Google rankings and AI citations. Active development at AI-Marketing-Hub/claude-blog (AI Marketing Hub Pro community); public releases ship here.
Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.
🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.
🏆 Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
Ranking Google Scholar search results based on the number of citations
RAG-Fusion: multi-query generation + Reciprocal Rank Fusion for better retrieval-augmented generation. Includes evaluation harness with NFCorpus/BEIR.
Stay ahead of AI trends with automated Reddit insights! 🚀 This tool scans AI-related Reddit communities in English & Chinese, using Reddit Official API, DeepSeek V4.1 by OpenRouter to analyze posts, summarize key discussions, and track trends. Daily rankings hot topics—catch emerging trends before they go mainstream! (Updated every 6 AM CDT)
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.
Devnors Data - Python SDK: 接口,数据API,裁判文书,Legal Case,法律法规,法条,Law Article,企业工商,Company Registry,企业年报,Annual Report,税号开票,Tax Invoice,失信核查,Dishonest Judgment Debtor,被执行人,Enforcement Debtor,关键词指数,Keyword Index,微信指数,WeChat Index,热搜榜,Hot Rank,微博热搜,抖音热搜,快递查询,Express Tracking,快递公司编号,统一查询,/v1/data/query,API Key,MCP,AI Agent
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
A list of the most popular AI Topic repositories on GitHub based on the number of stars they have received.| AI相关主题Github仓库排名,每日自动更新。
中文优先的企业 RAG 知识库:可控解析、治理、切块、混合检索、重排、引用、图谱、评测与 Dify 接入。
Inference engine for Intel devices. Serve LLMs, VLMs, Whisper, Kokoro-TTS, Embedding and Rerank models over OpenAI endpoints.
Open-source GEO ranking and generative engine optimization platform.
ai + quantative trading
Experimental Drosophila-inspired camera-to-robot bridge. Working mock neural backend, optical flow, IMU feedback and UDP motor control. MaleCNS integration planned.
Local AI search for podcast and video archives on Apple Silicon: Whisper speech, Apple Vision OCR and SigLIP-2 visual search fused into one ranked list, with a trim editor and FCPXML export. FastAPI, vanilla JS, Tauri. Source-visible, all rights reserved.
RAG ReAct Agent - A Retrieval-Augmented Generation system with ReAct (Reasoning+Acting) agent loop for intelligent question answering with multi-hop reasoning
OpenContextEngine is a self-hosted, ACE-compatible code retrieval service. It indexes source files with cAST-aware chunking, stores metadata in PostgreSQL or SQLite, performs dense vector retrieval in Milvus 3.0, and reranks results with an LLM before coverage-aware selection.
Open-source, self-hosted rank tracker and AI-visibility monitor built on the DataBlue SERP API. Bring your own key. AGPL-3.0.
One call that gets your agent through any site, stitched from 28 browsing tools
FlashRec is a CUDA-graph engine for generative recommendation: wide beam search (3–5 SID steps, n=50–512+) over a trie-constrained catalog, in-process FP8 serving, and ranked beams on /v1/chat/completions.
2,000 curated embodied AI and robotics resources with bilingual metadata and transparent ranking
专为生产环境设计的 RAG 运维助手。核心采用父子块检索策略与稀疏/稠密混合检索机制,集成 BGE-M3 与 Reranker 本地模型,支持多跳故障推理、主动追问及知识溯源。
AI-powered code review platform that ranks #1 on AACR-Bench with 52.8% precision, 23.4% recall, and 32.4% F1. Plans PR investigations, runs parallel reviewers, and verifies every finding against code evidence.
A curated list of GEO and AI visibility tools, compared on which AI engines they track, how often they refresh, what they cost, and whether you can get your data out.
Event-driven simulator for preemptive scheduling of periodic DAG tasks on multi-core edge platforms: EDF across graphs, modified-HEFT upward rank within a graph, and the Priority Ceiling Protocol on shared resources.
NeuralRank utilizes distributed neural networks to facilitate real-time, adaptive ranking and scoring through auto-scaling architectures.
Hyperliquid analytics right in your terminal. Track top traders by PnL, ROI, and account value, monitor ranking changes over time, and identify consistently profitable wallets while separating them from one-hit wonders. Powered by Hyperliquid’s public, read-only info API. Unofficial community project, not affiliated with Hyperliquid.
[NeurIPS 2026] Code for our resarch paper "SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking"
A competitive Cascade game-playing AI agent using adversarial search, ranked 9th out of 206 agents.
一个开箱即用的完整智能客服服务:基于 FastAPI + LangChain RAG + CrewAI 多 Agent 构建, 提供意图识别路由、知识库问答、多智能体协作、SSE 流式对话等核心客服能力,并内置 检索工程(BM25+RRF+reranker)、稳定性工程(重试/限流/语义缓存)、可观测性(实时监控控制台) 与效果评估体系(RAGAS 评测闭环),可直接部署上线,也可作为独立 AI 服务被现有业务系统(如 Spring Cloud / Node.js 后端)通过 HTTP/SSE 集成调用。
Full-stack multimodal product retrieval and personalized reranking with CLIP, FAISS, Spring Boot, FastAPI, and PostgreSQL.
Claude Code skill: one topic in, one ranked YouTube research workbook out. Searches YouTube Data API v3, ranks by views, engagement, momentum or breakout, and writes Videos, Channels, Summary, Comments and Transcripts sheets with hooks and replay hotspots. Appends into an existing social ads sheet.
Personal AI research scout for daily ArXiv discovery, ranking, and feedback
本地私有化智能文档问答系统:BM25+向量混合检索、本地 Rerank 重排、完全离线、数据零外传(LangChain + Ollama + ChromaDB)
Two-stage JEV control of a Franka Panda in MuJoCo
Official code for the paper "A New Role for Relevance: Guiding Corpus Interaction in Agentic Search"
A curated list of Agent Skills for SEO. Technical audits, keyword research, content briefs, schema, GEO and AI visibility, for Claude Code, Codex, Cursor and OpenClaw.
Automated daily Exec Sum deal-flow brief with Top 3 deal ranking, sourced expert insights, IB analysis, and Gmail delivery.
NaiveRT: a self-contained TP8 inference runtime for the Naive N series on eight Blackwell GPUs with UMMA support. One persistent CUDA graph per rank runs draft, eight-row verify, top-p sampling and cache commit with no host in the loop: 1,700 tokens/s at batch size 1, one-second peaks above 2,000.
AI 幾級了 — What level is your AI usage? Reads local agent logs and writes an LV0–LV5 report. No ranking.
Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy decides auto, review, or escalate.