Agent Design & Reasoning

A

Effective context engineering for AI agents — Anthropic Engineering (compaction) Art… 4 terms

D

Memory overview — LangChain docs (semantic, episodic, procedural) Docs 3 terms

A

Building effective agents (Anthropic) Art… 2 terms

A

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Pap… 2 terms

A

Least-to-Most Prompting Enables Complex Reasoning in Large Language Models Pap… 2 terms

D

Long-term memory | LangChain docs Docs 2 terms

A

Reflexion: Language Agents with Verbal Reinforcement Learning Pap… 2 terms

D

Short-term memory | LangChain docs Docs 2 terms

A

A Survey on Large Language Models for Automated Planning Pap… 1 term

A

ADaPT: As-Needed Decomposition and Planning with Language Models Pap… 1 term

D

Agents — LangChain docs Docs 1 term

G

AutoGPT Classic — the original autonomous GPT-4 agent Code 1 term

E

AutoGPT — Wikipedia Ref… 1 term

Y

Birth of BabyAGI — Yohei Nakajima Art… 1 term

A

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Pap… 1 term

P

Chain-of-Thought Prompting — Prompt Engineering Guide Art… 1 term

A

Cognitive Architectures for Language Agents (CoALA) — Sumers, Yao, Narasimhan, Griffiths Pap… 1 term

P

Compaction overview — Claude Docs Docs 1 term

L

Context Engineering (scratchpads, write/select/compress/isolate) | LangChain Blog Art… 1 term

L

Context Engineering — LangChain blog (write, select, compress, isolate) Art… 1 term

P

Context windows — Claude Docs Docs 1 term

A

Generative Agents: Interactive Simulacra of Human Behavior Pap… 1 term

A

How we built our multi-agent research system (Anthropic) Art… 1 term

D

Introduction — Chroma documentation Docs 1 term

A

Large Language Models Cannot Self-Correct Reasoning Yet Pap… 1 term

L

LLM Powered Autonomous Agents (Lil'Log) Art… 1 term

L

LLM Powered Autonomous Agents — Task Decomposition (Lil'Log) Art… 1 term

A

MemGPT: Towards LLMs as Operating Systems Pap… 1 term

L

Memory for agents — LangChain blog (procedural memory and the system prompt) Art… 1 term

D

Multi-agent — LangChain docs Docs 1 term

G

noahshinn/reflexion — code, demos and logs for the Reflexion paper Code 1 term

G

pgvector — vector similarity search for Postgres Code 1 term

L

Plan-and-Execute Agents (LangChain blog) Art… 1 term

A

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Pap… 1 term

A

ReAct: Synergizing Reasoning and Acting in Language Models Pap… 1 term

R

ReAct: Synergizing Reasoning and Acting in Language Models (Google Research blog) Art… 1 term

A

Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models — Wang et al. Pap… 1 term

P

Reflexion | Prompt Engineering Guide Art… 1 term

A

REMem: Reasoning with Episodic Memory in Language Agent Pap… 1 term

A

Self-Refine: Iterative Refinement with Self-Feedback Pap… 1 term

L

Semantic Search for LangGraph Memory — LangChain blog Art… 1 term

A

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents Pap… 1 term

P

Tree of Thoughts (ToT) | Prompt Engineering Guide Art… 1 term

A

Tree of Thoughts: Deliberate Problem Solving with Large Language Models Pap… 1 term

G

yoheinakajima/babyagi_archive — the original task-driven autonomous agent Code 1 term