diff --git a/js/examples/prd_generator/demo.js b/js/examples/prd_generator/demo.js new file mode 100644 index 00000000000..7014d6d789d --- /dev/null +++ b/js/examples/prd_generator/demo.js @@ -0,0 +1,111 @@ +import 'dotenv/config'; +import { Langbase } from 'langbase'; +import {OpenAIToolSet} from 'composio-core'; + +// Initialize Langbase with API key from environment variables +const langbase = new Langbase({ + apiKey: process.env.LANGBASE_API_KEY, +}); + +const GOOGLEDOCS_CREATE_DOCUMENT = async ({ title, text }) => { + const toolset = new OpenAIToolSet({ + apiKey: process.env.COMPOSIO_API_KEY, + entityId: "default_user", + }); + const response = await toolset.client.getEntity("default_user").execute( + 'GOOGLEDOCS_CREATE_DOCUMENT', + { + title, + text + } + ); + return response; +}; + +// Register the tools +const tools = { + GOOGLEDOCS_CREATE_DOCUMENT, +}; + +(async () => { + const messages = [ + { + role: 'user', + content: 'Write a prd for a docker like platform on google docs' + } + ]; + + // replace this with your Pipe API key + const pipeApiKey = ``; + + const res = await fetch('https://api.langbase.com/v1/pipes/run', { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + Authorization: `Bearer ${process.env.LANGBASE_API_KEY}` + }, + body: JSON.stringify({ + messages + }) + }); + const data = await res.json(); + console.log('Response:', data); + // get the threadId from the response headers + const threadId = await res.headers.get('lb-thread-id'); + + const { raw } = data; + + // get the response message from the model + const responseMessage = raw.choices[0].message; + + // get the tool calls from the response message + const toolCalls = responseMessage.tool_calls; + + if (toolCalls) { + const toolMessages = []; + + // call all the functions in the tool_calls array + toolCalls.forEach(toolCall => { + const toolName = toolCall.function.name; + console.log('Tool Call:', toolCall); + console.log('Raw arguments:', toolCall.function.arguments); + try { + const toolParameters = JSON.parse(toolCall.function.arguments); + const toolFunction = tools[toolName]; + const toolResponse = toolFunction(toolParameters); + + toolMessages.push({ + tool_call_id: toolCall.id, + role: 'tool', + name: toolName, + content: JSON.stringify(toolResponse), + }); + } catch (error) { + console.error('Error parsing JSON arguments:', error); + console.error('Position:', error.message.match(/position (\d+)/)?.[1]); + if (error.message.includes('position')) { + const pos = parseInt(error.message.match(/position (\d+)/)[1]); + console.error('Problematic section:', + JSON.stringify(toolCall.function.arguments.slice(Math.max(0, pos - 50), pos + 50)) + ); + } + } + }); + + // send the tool responses back to the API + const res = await fetch('https://api.langbase.com/v1/pipes/run', { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + Authorization: `Bearer ${process.env.LANGBASE_API_KEY}`, + }, + body: JSON.stringify({ + messages: toolMessages, + threadId, + }), + }); + + const data = await res.json(); + console.log('Tool responses processed successfully:', data); + } +})(); diff --git a/js/examples/prd_generator/package-lock.json b/js/examples/prd_generator/package-lock.json new file mode 100644 index 00000000000..3577ee8b3f5 --- /dev/null +++ b/js/examples/prd_generator/package-lock.json @@ -0,0 +1,1644 @@ +{ + "name": "langchain", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "langchain", + "version": "1.0.0", + "license": "ISC", + "dependencies": { + "composio-core": "^0.1.6-1", + "express": "^4.19.2", + "langbase": "^1.1.9", + "pusher-js": "8.4.0-rc2" + } + }, + "node_modules/@baseai/core": { + "version": "0.9.33", + "resolved": "https://registry.npmjs.org/@baseai/core/-/core-0.9.33.tgz", + "integrity": "sha512-AupqofK69YY0drWpXxGOQNWQ0/JV7OrOd6J9Kytkr0dznn9E0e+s7KuqfYklCWhLkBy8NsjYRTQGk3hbplGUbg==", + "dependencies": { + 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