# ysymyth/awesome-language-agents

List of language agents based on paper "Cognitive Architectures for Language Agents"

Repository: https://github.com/ysymyth/awesome-language-agents
Canonical: https://ross.abutalabs.com/products/awesome-language-agents
Homepage: https://arxiv.org/abs/2309.02427
Language: TeX
License Family: other
Topics: artificial-intelligence, awesome-list, language-agent, language-model, llm, natural-language-processing
Last push: 2025-01-16T19:58:19+00:00

## Health v2 (maintenance only)
Score: 29/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 1, release rhythm 35, longevity 82
- inputs: {"age_days": 1156, "days_push": 594, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1251, forks 89 (observed 2026-08-28T04:04:08.270149+00:00)

## What it is
A curated awesome-list of language agent research papers organized using the Cognitive Architectures for Language Agents (CoALA) framework, which classifies agents by memory, action space, and decision-making. It accompanies the CoALA paper and includes a BibTeX file with 300+ related citations.

## Use cases
- find research papers on LLM-based agents
- learn frameworks for designing language agents
- survey the state of the art in language agents
- get citations for language agent research
- understand cognitive architectures for LLM agents

## When to choose
- you want a structured, taxonomy-based survey of language agent papers
- you are doing academic research on LLM agents and need citations
- you want to understand agent design concepts like memory, reasoning, and grounding

## When to avoid
- you need runnable agent code or a library
- you want production-ready agent tooling rather than papers
- you need an exhaustive, continuously updated list of all agent work

## Facets
- artifact type: learning-resource
- maturity: active
- function: documentation, developer-tools
- domain: artificial-intelligence, large-language-models, awesome-lists
- platform: -
- tags: awesome-list, language-agents, cognitive-architectures, coala, research-papers, llm-agents, ai-agents, natural-language-processing, web-server

## Member repositories
- ysymyth/awesome-language-agents (main) score 29

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:08.270149+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T05:07:42.350320+00:00, confidence not recorded.
  - readme: https://github.com/ysymyth/awesome-language-agents (fetched 2026-08-28T04:04:08.270149+00:00, sha e20e00a33a59)
  - homepage: https://arxiv.org/abs/2309.02427 (fetched 2026-08-29T12:18:32.864306+00:00, sha 9b1212c627f8)
  - site_page: https://info.arxiv.org/about/donate.html (fetched 2026-08-29T12:18:32.874011+00:00, sha cca9c3a11c56)
  - site_page: https://info.arxiv.org/about/ourmembers.html (fetched 2026-08-29T12:18:32.877953+00:00, sha 47cbc55ff1de)
  - site_page: https://info.arxiv.org/about (fetched 2026-08-29T12:18:32.879961+00:00, sha a1f16f915a9a)
  - site_page: https://info.arxiv.org/labs/index.html (fetched 2026-08-29T12:18:32.876163+00:00, sha b14a8d05a0ec)
- Data as of 2026-08-30T08:39:29.467469+00:00.