|
| 1 | +import dotenv from 'dotenv'; |
| 2 | +import {Langbase, ThreadMessage} from 'langbase'; |
| 3 | + |
| 4 | +dotenv.config(); |
| 5 | + |
| 6 | +const langbase = new Langbase({ |
| 7 | + apiKey: process.env.LANGBASE_API_KEY!, |
| 8 | +}); |
| 9 | + |
| 10 | +// Helper to create initial conversation |
| 11 | +async function createConversation() { |
| 12 | + const thread = await langbase.threads.create({ |
| 13 | + messages: [ |
| 14 | + { |
| 15 | + role: 'user', |
| 16 | + content: 'I need to add state management to my React app', |
| 17 | + }, |
| 18 | + { |
| 19 | + role: 'assistant', |
| 20 | + content: |
| 21 | + 'I can help you with state management in React. How complex is your app \ |
| 22 | + and what are your main requirements?', |
| 23 | + }, |
| 24 | + { |
| 25 | + role: 'user', |
| 26 | + content: |
| 27 | + "It's a medium-sized app with user data, API calls, and real-time updates", |
| 28 | + }, |
| 29 | + { |
| 30 | + role: 'assistant', |
| 31 | + content: |
| 32 | + 'For your needs, you could use Redux for its mature ecosystem, or Zustand \ |
| 33 | + for a simpler, more modern approach. Which direction interests you?', |
| 34 | + }, |
| 35 | + ], |
| 36 | + }); |
| 37 | + |
| 38 | + return thread.id; |
| 39 | +} |
| 40 | + |
| 41 | +// Branch thread at decision point |
| 42 | +async function branchThread(threadId: string, branchAt: number) { |
| 43 | + // Get all messages |
| 44 | + const messages = await langbase.threads.messages.list({threadId}); |
| 45 | + |
| 46 | + // Take messages up to branch point |
| 47 | + const messagesToKeep = messages.slice(0, branchAt); |
| 48 | + |
| 49 | + // Create new thread with selected messages |
| 50 | + const branch = await langbase.threads.create({ |
| 51 | + messages: messagesToKeep as ThreadMessage[], |
| 52 | + metadata: { |
| 53 | + parent: threadId, |
| 54 | + branchedAt: branchAt.toString(), |
| 55 | + }, |
| 56 | + }); |
| 57 | + |
| 58 | + return branch.id; |
| 59 | +} |
| 60 | + |
| 61 | +async function main() { |
| 62 | + // Create original conversation |
| 63 | + const originalId = await createConversation(); |
| 64 | + |
| 65 | + // Branch at decision point (after state management options presented) |
| 66 | + const branchId = await branchThread(originalId, 4); |
| 67 | + |
| 68 | + // Continue original thread with Redux |
| 69 | + await langbase.threads.append({ |
| 70 | + threadId: originalId, |
| 71 | + messages: [ |
| 72 | + {role: 'user', content: "Let's go with Redux"}, |
| 73 | + { |
| 74 | + role: 'assistant', |
| 75 | + content: |
| 76 | + 'Great choice for a robust solution! Redux with Redux Toolkit makes it \ |
| 77 | + much easier. Let me show you the setup...', |
| 78 | + }, |
| 79 | + ], |
| 80 | + }); |
| 81 | + |
| 82 | + // Branch explores Zustand |
| 83 | + await langbase.threads.append({ |
| 84 | + threadId: branchId, |
| 85 | + messages: [ |
| 86 | + {role: 'user', content: 'Tell me about Zustand'}, |
| 87 | + { |
| 88 | + role: 'assistant', |
| 89 | + content: |
| 90 | + "Zustand is lightweight and simple! It's only 2KB and doesn't need \ |
| 91 | + providers. Here's how to get started...", |
| 92 | + }, |
| 93 | + ], |
| 94 | + }); |
| 95 | + |
| 96 | + console.log('\nOriginal thread:', originalId); |
| 97 | + console.log( |
| 98 | + 'Original thread messages:', |
| 99 | + await langbase.threads.messages.list({threadId: originalId}), |
| 100 | + ); |
| 101 | + console.log('Branched thread:', branchId); |
| 102 | + console.log( |
| 103 | + 'Branched thread messages:', |
| 104 | + await langbase.threads.messages.list({threadId: branchId}), |
| 105 | + ); |
| 106 | +} |
| 107 | + |
| 108 | +main(); |
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