Alternatives and similar repositories for self-reflection

Users that are interested in self-reflection are comparing it to the libraries listed below

• zjunlp / AutoAct
  [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
  ☆233Updated last year
• Open-Source-O1 / o1_Reasoning_Patterns_Study
  ☆104Updated last year
• OpenMatch / ThinkNote
  This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…
  ☆110Updated 4 months ago
• rxlqn / awesome-llm-self-reflection
  augmented LLM with self reflection
  ☆137Updated 2 years ago
• HowieHwong / MetaTool
  [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
  ☆107Updated last year
• microsoft / simulated-trial-and-error
  ☆123Updated last year
• DataArcTech / LLM-as-a-Judge
  ☆169Updated 3 months ago
• wang-research-lab / agentinstruct
  Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"
  ☆120Updated 3 months ago
• zorazrw / awesome-tool-llm
  ☆242Updated last year
• zjunlp / WKM
  [NeurIPS 2024] Agent Planning with World Knowledge Model
  ☆162Updated last year
• CraftJarvis / RAT
  Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".
  ☆247Updated last year
• Anni-Zou / Meta-CoT
  Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models
  ☆101Updated 2 years ago
• salesforce / BOLAA
  ☆186Updated last year
• xlang-ai / Spider2-V
  [NeurIPS 2024] Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
  ☆136Updated last year
• THU-KEG / Agentic-Reward-Modeling
  [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
  ☆125Updated 7 months ago
• diagram-of-thought / diagram-of-thought
  Official implementation of paper "On the Diagram of Thought" (https://arxiv.org/abs/2409.10038)
  ☆193Updated 2 weeks ago
• spcl / MRAG
  Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"
  ☆239Updated 4 months ago
• zjunlp / WorfBench
  [ICLR 2025] Benchmarking Agentic Workflow Generation
  ☆143Updated 11 months ago
• fairyshine / Seal-Tools
  The source code and dataset mentioned in the paper Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmar…
  ☆53Updated last year
• SqueezeAILab / LLM2LLM
  [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
  ☆193Updated last year
• NumberChiffre / mcts-llm
  ☆97Updated last year
• zjunlp / KnowAgent
  [NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
  ☆257Updated last year
• apple / ToolSandbox
  ☆236Updated 3 months ago
• BrendanGraham14 / mcts-llm
  ☆130Updated last year
• Junjie-Ye / ToolEyes
  [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
  ☆73Updated 8 months ago
• GAIR-NLP / ReAlign
  Reformatted Alignment
  ☆111Updated last year
• microsoft / Everything-of-Thoughts-XoT
  An implemtation of Everyting of Thoughts (XoT).
  ☆155Updated last year
• yale-nlp / MCTS-RAG
  Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"
  ☆86Updated 3 months ago
• sambanova / toolbench
  ToolBench, an evaluation suite for LLM tool manipulation capabilities.
  ☆172Updated last year
• weizhepei / InstructRAG
  [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
  ☆136Updated last year