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"@rollup/plugin-babel": "^6.0.4", + "@rollup/plugin-commonjs": "^26.0.1", + "@rollup/plugin-node-resolve": "^15.2.3", + "@rollup/plugin-terser": "^0.4.4", + "cssnano": "^7.0.3", + "postcss-cli": "^11.0.0", + "postcss-import": "^16.1.0", + "rollup": "^4.18.0", + "serve": "^14.2.3" + } +} diff --git a/examples/langchain/postcss.config.js b/examples/langchain/postcss.config.js new file mode 100644 index 0000000..e923567 --- /dev/null +++ b/examples/langchain/postcss.config.js @@ -0,0 +1,17 @@ +/** + * @license MIT + * Copyright 2024 prognostica GmbH + * See LICENSE file in the project root for full license information. + */ +import cssnano from "cssnano"; +import postcssImport from "postcss-import"; + +export default { + plugins: [ + postcssImport(), + cssnano({ + preset: "default", + }), + ], +}; + diff --git a/examples/langchain/rollup.config.js b/examples/langchain/rollup.config.js new file mode 100644 index 0000000..177fb90 --- /dev/null +++ b/examples/langchain/rollup.config.js @@ -0,0 +1,36 @@ +/** + * @license MIT + * Copyright 2024 prognostica GmbH + * See LICENSE file in the project root for full license information. + */ + +import babel from "@rollup/plugin-babel"; +import terser from "@rollup/plugin-terser"; +import resolve from "@rollup/plugin-node-resolve"; +import commonjs from "@rollup/plugin-commonjs"; + +const babelConfig = { + babelHelpers: "bundled", + presets: [ + [ + "@babel/preset-env", + { + useBuiltIns: false, // No polyfills will be added + targets: "> 0.25%, not dead", // Specify your target environments + }, + ], + ], +}; + +const bundle = { + input: "src/index.js", + output: { + file: "dist/bundle.esm.min.js", + format: "es", // ES6 module format + inlineDynamicImports: true, + }, + plugins: [resolve(), commonjs(), babel(babelConfig), terser({})], +}; + +export default [bundle]; + diff --git a/examples/langchain/src/index.js b/examples/langchain/src/index.js new file mode 100644 index 0000000..4267cf5 --- /dev/null +++ b/examples/langchain/src/index.js @@ -0,0 +1,122 @@ +import { ChatOpenAI } from "@langchain/openai"; +import { + ChatbotUI, + MessageItemResponseType, + MessageItemResponseChunk, +} from "../../../dist/chatbotui.esm.min.js"; +import { + ChatPromptTemplate, + MessagesPlaceholder, +} from "@langchain/core/prompts"; +import { RunnableSequence } from "@langchain/core/runnables"; +import { BufferMemory } from "langchain/memory"; +import markdownit from "markdown-it"; + +const md = markdownit(); + +const createChat = (apiKey, modelName, baseURL) => { + const model = new ChatOpenAI({ apiKey, modelName }, { baseURL }); + + const prompt = ChatPromptTemplate.fromMessages([ + [ + "system", + "Model is a data scientist. Model only speaks german.", + ], + new MessagesPlaceholder("history"), + ["human", "{input}"], + ]); + + const memory = new BufferMemory({ + returnMessages: true, + inputKey: "input", + outputKey: "output", + memoryKey: "history", + }); + + const chain = RunnableSequence.from([ + { + input: (initialInput) => initialInput.input, + memory: () => memory.loadMemoryVariables({}), + }, + { + input: (previousOutput) => previousOutput.input, + history: (previousOutput) => previousOutput.memory.history, + }, + prompt, + model, + ]); + + const showError = (msg) => { + const alertDiv = document.createElement("div"); + alertDiv.classList.add("alert"); + const alertMsgDiv = document.createElement("div"); + alertMsgDiv.innerText = msg; + alertDiv.appendChild(alertMsgDiv); + chatbarDiv.appendChild(alertDiv); + setTimeout(() => { + alertDiv.remove(); + }, 3000); + }; + + async function* streamResponse(input) { + const inputs = { + input, + }; + const response = await chain.stream(inputs); + let aiMessage = ""; + for await (const chunk of response) { + yield new MessageItemResponseChunk( + chunk.content, + 1, + MessageItemResponseType.TEXT, + ); + aiMessage += chunk.content; + } + await memory.saveContext(inputs, { + output: aiMessage, + }); + } + + const stream = async (input) => { + return streamResponse(input["chat-input"]); + }; + + const msgDiv = document.querySelector("#messages"); + const chatbarDiv = document.querySelector("#chatbar"); + + const chatbotUI = new ChatbotUI(stream) + .withRender((content) => md.render(content)) + .withErrorCallback(showError) + .attachTo(msgDiv, chatbarDiv); + + chatbotUI.focus(); +}; + +const createForm = () => { + const form = document.createElement("form"); + const fields = ["apiKey", "modelName", "baseURL"]; + fields.forEach((field) => { + const label = document.createElement("label"); + const inputType = field === "apiKey" ? "password" : "text"; + label.innerHTML = `${field}: `; + form.appendChild(label); + }); + const submit = document.createElement("input"); + submit.type = "submit"; + submit.value = "Absenden"; + form.appendChild(submit); + form.addEventListener("submit", async (event) => { + event.preventDefault(); + const formData = new FormData(form); + createChat( + formData.get("apiKey"), + formData.get("modelName"), + formData.get("baseURL"), + ); + form.remove(); + }); + document.getElementById("main").appendChild(form); +}; + +createForm(); + diff --git a/examples/langchain/styles/style.css b/examples/langchain/styles/style.css new file mode 100644 index 0000000..35ebc20 --- /dev/null +++ b/examples/langchain/styles/style.css @@ -0,0 +1,38 @@ +@import "../../../styles/chatbotui.css"; +div#main::before { + content: ""; + display: block; + height: 2rem; +} + +div#main form { + text-align: right; + margin-left: auto; + margin-right: auto; + max-width: 25rem; + border: 1px solid black; + border-radius: 1rem; +} + +div#main > form > label { + display: block; + text-align: right; + margin: 1rem; +} + +div#main > form > label > input { + border: 1px solid #888; + border-radius: 0.3rem; + padding: 0.3rem; + max-width: 16rem; + width: 100%; +} + +div#main > form > input { + margin: 1rem; + background-color: transparent; + border: 1px solid #888; + border-radius: 0.3rem; + cursor: pointer; + padding: 1rem; +}