llm-ranking

KG-RAG + ToT + multi-agent LLMs for evidence-grounded QA with Neo4j and fine-tuning; reproducible medical case study & evaluation.

llmranker: LLM-based ranking and reasoning algorithms for search and recommendation

Source-backed NVIDIA NIM API model catalog ranked by parameter count. Compare model IDs, MoE active parameters, context windows and endpoint status. JSON/CSV downloads.

🏆 AI 工具实时排行榜 — 200+ 模型用户投票驱动

Track how your brand ranks in ChatGPT responses — scan queries, score visibility, and benchmark competitors.

Deterministic constraint solver and LLM generative ranking engine in Kotlin. Enforces 100% hard constraints while reducing LLM context payload by 99.45%.

Latest pricing and feature overview for large language models from major AI companies

Exploration of retrieval methods on the HotpotQA corpus, combining dense retrieval and feature-based reranking. Achieved a mean nDCG@10 of 0.9416 using LambdaRank with features such as cross-encoder score, LLM score, BM25 score, and token-based statistics—surpassing dense retriever + cross-encoder baselines.

Cross-lingual (DE ↔ EN) hybrid document search over PDF/DOCX. Combines BM25, multilingual sentence embeddings (FAISS / Elasticsearch), proximity scoring, and optional DeepSeek (Ollama) for query expansion, re-ranking, and explanations. FastAPI backend + zero-dependency web UI.

Live ranking of mainstream AI models by generation.

AI 大模型第三方权威排行榜聚合：LMArena、Artificial Analysis、LiveCodeBench、SuperCLUE、HF Open LLM。无后端纯静态站，GitHub Actions 每日自动抓取更新，含升降箭头/性价比象限/历史趋势。 | Independent AI model leaderboard aggregator - zero-backend static site, auto-updated daily.