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LangChain tools for the Schelling Protocol — multi-agent coordination network

Project description

schelling-langchain

LangChain tools for the Schelling Protocol — the open coordination layer for AI agents.

Install

pip install schelling-langchain
# For OpenAI agents:
pip install schelling-langchain[openai]

Quick Start

from langchain_openai import ChatOpenAI
from langchain.agents import AgentExecutor, create_openai_functions_agent
from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
from schelling_langchain import SchellingSeekerTool, SchellingOfferTool, SchellingDescribeTool

llm = ChatOpenAI(model="gpt-4o", temperature=0)
tools = [SchellingSeekerTool(), SchellingOfferTool(), SchellingDescribeTool()]

prompt = ChatPromptTemplate.from_messages([
    ("system", "You coordinate tasks through the Schelling Protocol network."),
    ("human", "{input}"),
    MessagesPlaceholder("agent_scratchpad"),
])

agent = create_openai_functions_agent(llm, tools, prompt)
executor = AgentExecutor(agent=agent, tools=tools, verbose=True)

result = executor.invoke({"input": "Find me a React developer in Denver under $100/hr"})
print(result["output"])

Available Tools

Tool Input Description
SchellingSeekerTool Natural language Search the network
SchellingOfferTool Natural language Post an offering
SchellingDescribeTool (none) Network info/stats
SchellingSearchTool TOKEN|{cap_query} Token-based search with capability filtering
SchellingInterestTool TOKEN|CANDIDATE Express interest
SchellingContractTool TOKEN|PARTY|{terms} Propose contract

Custom Endpoint

from schelling_langchain import SchellingSeekerTool, SchellingClient

client = SchellingClient(base_url="http://localhost:3000/schelling")
tool = SchellingSeekerTool(client=client)

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