elder-plinius/CL4R1T4S
CL4R1T4S is a project that provides transparency by collecting and sharing the hidden system prompts and guidelines used by major AI models and agents to promote trust and understanding of AI behavior.
Awesome AI Agents › LLM Research Repositories
TeleAI-UAGI/Awesome-Agent-Memory
Awesome Agent Memory is a curated index of the research and engineering work behind long-term context and persistent recall for AI agents, maintained by the Ubiquitous AGI team at TeleAI together with Bloo-Mind AI. It is organised as a set of entry points rather than a flat bibliography: readers who want to add a memory layer to an agent go to a products section, readers choosing an evaluation method go to benchmarks, newcomers start from tutorials and surveys, and researchers follow separate sections for nonparametric memory architectures, parametric memory, memory that lets agents improve from experience, and defences against memory poisoning and abuse. The curation rules are stated openly. Resources with reproducible public code are marked in bold and ranked higher. Open-source products are ordered by GitHub star count, described in the list as an objective and continuously checked popularity signal rather than a quality judgement, and products below one hundred stars sit in a collapsed emerging section until they cross that threshold. Descriptions are required to be factual rather than promotional, and entries affiliated with the maintainers are marked with a dagger while following the same ranking and formatting rules as everything else. Projects that become inactive or archived, or whose claims are disputed, move to an archival subsection with a neutral status label, links to the supporting evidence and the date the status was last verified. A news section tracks announcements about agent memory from vendors and researchers, including managed memory services, self-improving memory systems and public leaderboard results. The repository is Apache 2.0 licensed, accepts pull requests through a contributing guide, and serves engineers selecting a memory component as well as researchers tracking the memory literature.
https://github.com/TeleAI-UAGI/Awesome-Agent-Memory
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