LLM & LangChain Integration

Code Example

// LangChain Integration Example
import { ChatOpenAI } from "langchain/chat_models/openai"
import { ConversationChain } from "langchain/chains"
import { BufferMemory } from "langchain/memory"

// Initialize LLM with blockchain context
const llm = new ChatOpenAI({
  modelName: "gpt-4",
  temperature: 0.7,
  maxTokens: 1000
})

// Setup conversation memory
const memory = new BufferMemory({
  returnMessages: true,
  memoryKey: "chat_history"
})

// Create blockchain-aware conversation chain
const chain = new ConversationChain({
  llm: llm,
  memory: memory,
  verbose: true
})

// Smart contract analysis function
async function analyzeContract(contractCode: string) {
  const prompt = `
    Analyze this smart contract and provide:
    1. Security assessment
    2. Gas optimization suggestions
    3. Code quality review
    
    Contract: ${contractCode}
  `
  
  const response = await chain.call({
    input: prompt
  })
  
  return response.response
}

// Trading assistant function
async function tradingAssistant(query: string) {
  const response = await chain.call({
    input: `As a blockchain trading assistant: ${query}`
  })
  
  return response.response
}