Socratic Tools: Intelligent Agent Enhancement for LangChain

Talking Shop
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NEW: Socratic Tools for LangChain - Intelligence, Learning & Conflict Resolution

Just released 8 production-ready tools that extend LangChain agents with advanced
capabilities: learning systems, conflict resolution, knowledge management, and more.

What Are Socratic Tools?

Drop-in tools for LangChain that add:

  • Intelligent agent orchestration (19 agents)
  • Self-improving learning systems
  • Multi-agent conflict resolution
  • Enterprise knowledge management
  • RAG with vector databases
  • Code analysis and insights
  • Workflow orchestration with cost tracking

All fully async, production-tested, MIT licensed.

The 8 Tools

Intelligence & Learning

  1. AgentsTool (v0.1.2) - 19 specialized agents
  2. RAGTool (v0.1.0) - Retrieval-augmented generation
  3. AnalyzerTool (v0.1.0) - Code analysis

Learning & Improvement

  1. LearningTool (v0.1.0) - Track and improve agents
  2. KnowledgeTool (v0.1.1) - Enterprise knowledge management
  3. ConflictResolutionTool (v0.1.0) - Multi-agent resolution

Foundation

  1. WorkflowTool (v0.1.0) - DAG orchestration
  2. NexusTool (v0.3.0) - Universal LLM support

Installation

pip install socratic-agents[langchain]
pip install socratic-rag[langchain]
pip install socratic-knowledge[langchain]

Resources

Packages: https://pypi.org/user/Nireus79/
Docs: https://github.com/Nireus79/Socrates
Examples: https://github.com/Nireus79/Socrates/tree/master/examples

Support development: https://github.com/sponsors/Nireus79