recursive-language-model 开源项目推荐（36 个）

lambda-calculus-LLM /lambda-RLM

Method for Long Context RLMs using verifiable Lambda Calculus

deepfates /cantrip

the extensible, customizable, self-documenting, real-time multi-agent computing environment

zircote /rlm-rs

Rust CLI implementing the Recursive Language Model (RLM) pattern for Claude Code. Process documents 100x larger than context windows through intelligent chunking, SQLite persistence, and recursive sub-LLM orchestration.

Qredence /fleet-rlm

Recursive AI System

richardwhiteii /rlm

Recursive Language Model patterns for Claude Code — handle massive contexts (10M+ tokens) by treating them as external variables

KillerShoaib /RLM-From-Scratch

Implementation of Recursive Language Model paper from scratch

doeixd /opencode-ralph-rlm

OpenCode plugin: Ralph outer loop + RLM inner loop — iterative AI development with file-first discipline and sub-agent support

zircote-plugins /claude-team-orchestration

Multi-agent orchestration plugin for Claude Code. Coordinate agent teams with shared tasks, messaging, and 7 patterns including RLM (arXiv:2512.24601) for large-file analysis beyond context limits.

zedarvates /StoryCore-Engine

A local‑first AI pipeline that generates coherent images, videos, stories, dialogues, and spatial audio from an augmented storyboard. It structures prompts, ensures narrative continuity, automates sound spatialization, and provides a reproducible workflow for fast, high‑quality multimedia creation.

syntrex-lab /gomcp

🛡️ The only Open-Source RLM Memory Server with Mathematically Proven Safety. Persistent context, MCP tools & Sentinel Lattice protection for autonomous AI agents.

kothapavan1998 /deeprecall

Recursive reasoning engine for AI agents and vector databases. Powered by MIT's RLM.

zircote /oolong-pairs

Benchmark harness for A/B testing Claude Code plugins against OOLONG long-context reasoning tasks. Compare truncation vs RLM-RS recursive chunking strategies. Features Claude Code hooks integration, SQLite persistence, and comprehensive scoring aligned with the OOLONG paper methodology.

pgmi-builds /better-dsh

Make your dsh ready for serious coding. (Tools x Schemas)^REPL. skill://, ctx://, agent://, dvc://, dsh://, IPython REPL, Context as Variables, cross compaction recallable, full context revive. hash-edit, dvc://browser, subagent as a function, workflow as a function.

zircote-plugins /rlm-rs-plugin

Claude Code plugin for processing documents 100x larger than context limits using the Recursive Language Model pattern. Rust-powered chunking, hybrid semantic + BM25 search, and sub-LLM orchestration.

natnew /awesome-recursive-language-models

A curated map of recursive language models, recursive inference, recursive reasoning architectures, and self-calling AI systems.

leo2007960216 /deeprecall

🔍 Enable recursive data reasoning with DeepRecall by integrating vector databases and LLMs for accurate, iterative information retrieval.

NextTokens /rlm-mcp

MCP to optimize Claude code context window and effectively scan large files and code

errantsky /exrlm

An exploration of Recursive Language Models in Elixir

AegeanWorks /Lacon

An AI that thinks in as few letters as possible, recursively over a long context: its own alphabet, budget, thinker and recursive engine. No network, no API key, no model weights; the core is standard library only. Free personal use under AL-1.1; commercial use under ACL-1.0.

rgoldr88 /claude-rlm

🧠 Enable Claude to handle long inputs using Recursive Language Models that recursively analyze data beyond standard context limits.