diff --git a/.gitignore b/.gitignore index 6db8678..69147fc 100644 --- a/.gitignore +++ b/.gitignore @@ -10,3 +10,5 @@ notebooks/*.csv notebooks/*.txt entities_embeddings*.csv uv.lock + +src/sparql_llm/webapp diff --git a/README.md b/README.md index 498f5ba..381b750 100644 --- a/README.md +++ b/README.md @@ -174,6 +174,15 @@ EXPASY_API_KEY=NOT_SO_SECRET_API_KEY_USED_BY_FRONTEND_TO_AVOID_SPAM_FROM_CRAWLER LOGS_API_KEY=SECRET_PASSWORD_TO_EASILY_ACCESS_LOGS_THROUGH_THE_API ``` +Build the chat webpage (will be better integrated in the workflow in the future): + +```bash +cd chat-with-context +npm i +npm run build +cd .. +``` + Start the web UI, API, and similarity search engine in production (you might need to make some changes to the `compose.yml` file to adapt it to your server/proxy setup): ```bash diff --git a/chat-with-context/demo/index.html b/chat-with-context/demo/index.html index 108b5fa..87280ce 100644 --- a/chat-with-context/demo/index.html +++ b/chat-with-context/demo/index.html @@ -3,109 +3,62 @@ - Expasy Chat - + Chat Expasy + - - - - + + - - - + - + - - - -
- +
+ +
- diff --git a/chat-with-context/demo/postcss.config.js b/chat-with-context/demo/postcss.config.js new file mode 100644 index 0000000..2aa7205 --- /dev/null +++ b/chat-with-context/demo/postcss.config.js @@ -0,0 +1,6 @@ +export default { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +}; diff --git a/chat-with-context/demo/style.css b/chat-with-context/demo/style.css index f1d8c73..c863613 100644 --- a/chat-with-context/demo/style.css +++ b/chat-with-context/demo/style.css @@ -1 +1,5 @@ -@import "tailwindcss"; +@tailwind base; +@tailwind components; +@tailwind utilities; + +/* @import "tailwindcss"; */ diff --git a/chat-with-context/demo/tailwind.config.js b/chat-with-context/demo/tailwind.config.js new file mode 100644 index 0000000..b9e3dff --- /dev/null +++ b/chat-with-context/demo/tailwind.config.js @@ -0,0 +1,35 @@ +/** @type {import('tailwindcss').Config} */ +import tailwindTypography from "@tailwindcss/typography"; + +export default { + darkMode: "selector", + content: [ + "./index.html", + ], + theme: { + extend: { + // Remove backticks from inline code + typography: { + DEFAULT: { + css: { + // Fix rendering + "code::before": { + content: '""', + }, + "code::after": { + content: '""', + }, + code: { + "border-radius": "0.375rem", + padding: "0.35em", + color: "var(--tw-prose-pre-code)", + "background-color": "var(--tw-prose-pre-bg)", + "font-weight": "normal", + }, + }, + }, + }, + }, + }, + plugins: [tailwindTypography()], +}; diff --git a/chat-with-context/index.html b/chat-with-context/index.html index 85b41c4..f3a1458 100644 --- a/chat-with-context/index.html +++ b/chat-with-context/index.html @@ -15,46 +15,87 @@ /> --> + -
- +
+ + +
+

+ Ask Expasy +
+ Beta +
+

+

+ Assistant to navigate resources from the Swiss Institute of Bioinformatics. Particularly knowledgeable about + UniProt, OMA, Bgee, RheaDB, and SwissLipids. But still learning. +

+

+ Contact kru@sib.swiss if you have any feedback or suggestions. Questions asked here are stored for research + purposes, see the SIB privacy policy for more information. +

+
+ +
+ +
- diff --git a/chat-with-context/package-lock.json b/chat-with-context/package-lock.json index bbdd01b..513e6a3 100644 --- a/chat-with-context/package-lock.json +++ b/chat-with-context/package-lock.json @@ -17,32 +17,32 @@ "solid-js": "^1.9.3" }, "devDependencies": { - "@eslint/js": "^9.15.0", + "@eslint/js": "^9.16.0", "@rollup/plugin-typescript": "^12.1.1", "@tailwindcss/typography": "^0.5.15", "@testing-library/dom": "^10.4.0", "@testing-library/jest-dom": "^6.6.3", "@types/eslint__js": "^8.42.3", "@types/feather-icons": "^4.29.4", - "@types/node": "^22.9.1", + "@types/node": "^22.10.2", "@types/sparqljs": "^3.1.12", "auto-changelog": "^2.5.0", "autoprefixer": "^10.4.20", - "eslint": "^9.15.0", - "eslint-plugin-solid": "^0.14.4", + "eslint": "^9.16.0", + "eslint-plugin-solid": "^0.14.5", "globals": "^15.13.0", "husky": "^9.1.7", "jsdom": "^25.0.1", - "lint-staged": "^15.2.10", + "lint-staged": "^15.2.11", "postcss": "^8.4.49", - "prettier": "^3.3.3", + "prettier": "^3.4.2", "tailwindcss": "^3.4.16", "tslib": "^2.8.1", - "typescript": "^5.6.3", - "typescript-eslint": "^8.15.0", - "vite": "^5.4.11", + "typescript": "^5.7.2", + "typescript-eslint": "^8.18.0", + "vite": "^6.0.3", "vite-plugin-solid": "^2.11.0", - "vitest": "^2.1.5" + "vitest": "^2.1.8" } }, "node_modules/@adobe/css-tools": { @@ -379,9 +379,9 @@ } }, "node_modules/@esbuild/aix-ppc64": { - "version": "0.21.5", - "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.21.5.tgz", - "integrity": "sha512-1SDgH6ZSPTlggy1yI6+Dbkiz8xzpHJEVAlF/AM1tHPLsf5STom9rwtjE4hKAF20FfXXNTFqEYXyJNWh1GiZedQ==", + "version": "0.24.0", + "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.24.0.tgz", + "integrity": "sha512-WtKdFM7ls47zkKHFVzMz8opM7LkcsIp9amDUBIAWirg70RM71WRSjdILPsY5Uv1D42ZpUfaPILDlfactHgsRkw==", "cpu": [ "ppc64" ], @@ -392,13 +392,13 @@ "aix" ], "engines": { - "node": ">=12" + "node": ">=18" } }, "node_modules/@esbuild/android-arm": { - "version": "0.21.5", - 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"sha512-Vsm497xFM7tTIPYK9bNTYJyF/lsP590Qc1WxJdlB6ljCbdZKU9SY8i7+Iin4kyhV/KV5J2rOKsBQbB77Ab7L/w==", "cpu": [ "arm64" ], @@ -426,13 +426,13 @@ "android" ], "engines": { - "node": ">=12" + "node": ">=18" } }, "node_modules/@esbuild/android-x64": { - "version": "0.21.5", - "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.21.5.tgz", - "integrity": "sha512-D7aPRUUNHRBwHxzxRvp856rjUHRFW1SdQATKXH2hqA0kAZb1hKmi02OpYRacl0TxIGz/ZmXWlbZgjwWYaCakTA==", + "version": "0.24.0", + "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.24.0.tgz", + "integrity": "sha512-t8GrvnFkiIY7pa7mMgJd7p8p8qqYIz1NYiAoKc75Zyv73L3DZW++oYMSHPRarcotTKuSs6m3hTOa5CKHaS02TQ==", "cpu": [ "x64" ], @@ -443,13 +443,13 @@ "android" ], "engines": { - "node": ">=12" + "node": ">=18" } }, "node_modules/@esbuild/darwin-arm64": { - "version": "0.21.5", - "resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.21.5.tgz", - "integrity": 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">=12" + "node": ">=18" } }, "node_modules/@esbuild/freebsd-arm64": { - "version": "0.21.5", - "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.21.5.tgz", - "integrity": "sha512-5JcRxxRDUJLX8JXp/wcBCy3pENnCgBR9bN6JsY4OmhfUtIHe3ZW0mawA7+RDAcMLrMIZaf03NlQiX9DGyB8h4g==", + "version": "0.24.0", + "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.24.0.tgz", + "integrity": "sha512-6Mtdq5nHggwfDNLAHkPlyLBpE5L6hwsuXZX8XNmHno9JuL2+bg2BX5tRkwjyfn6sKbxZTq68suOjgWqCicvPXA==", "cpu": [ "arm64" ], @@ -494,13 +494,13 @@ "freebsd" ], "engines": { - "node": ">=12" + "node": ">=18" } }, "node_modules/@esbuild/freebsd-x64": { - "version": "0.21.5", - "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.21.5.tgz", - "integrity": "sha512-J95kNBj1zkbMXtHVH29bBriQygMXqoVQOQYA+ISs0/2l3T9/kj42ow2mpqerRBxDJnmkUDCaQT/dfNXWX/ZZCQ==", + "version": "0.24.0", + "resolved": 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"node": ">=12" + "node": ">=18" } }, "node_modules/@esbuild/linux-riscv64": { - "version": "0.21.5", - "resolved": "https://registry.npmjs.org/@esbuild/linux-riscv64/-/linux-riscv64-0.21.5.tgz", - "integrity": "sha512-2HdXDMd9GMgTGrPWnJzP2ALSokE/0O5HhTUvWIbD3YdjME8JwvSCnNGBnTThKGEB91OZhzrJ4qIIxk/SBmyDDA==", + "version": "0.24.0", + "resolved": "https://registry.npmjs.org/@esbuild/linux-riscv64/-/linux-riscv64-0.24.0.tgz", + "integrity": "sha512-bEh7dMn/h3QxeR2KTy1DUszQjUrIHPZKyO6aN1X4BCnhfYhuQqedHaa5MxSQA/06j3GpiIlFGSsy1c7Gf9padw==", "cpu": [ "riscv64" ], @@ -630,13 +630,13 @@ "linux" ], "engines": { - "node": ">=12" + "node": ">=18" } }, "node_modules/@esbuild/linux-s390x": { - "version": "0.21.5", - "resolved": "https://registry.npmjs.org/@esbuild/linux-s390x/-/linux-s390x-0.21.5.tgz", - "integrity": "sha512-zus5sxzqBJD3eXxwvjN1yQkRepANgxE9lgOW2qLnmr8ikMTphkjgXu1HR01K4FJg8h1kEEDAqDcZQtbrRnB41A==", + "version": "0.24.0", + "resolved": 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"jsdom": { + "stylus": { + "optional": true + }, + "sugarss": { + "optional": true + }, + "terser": { "optional": true } } @@ -6727,9 +7716,9 @@ "license": "ISC" }, "node_modules/yaml": { - "version": "2.5.1", - "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.5.1.tgz", - "integrity": "sha512-bLQOjaX/ADgQ20isPJRvF0iRUHIxVhYvr53Of7wGcWlO2jvtUlH5m87DsmulFVxRpNLOnI4tB6p/oh8D7kpn9Q==", + "version": "2.6.1", + "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.6.1.tgz", + "integrity": "sha512-7r0XPzioN/Q9kXBro/XPnA6kznR73DHq+GXh5ON7ZozRO6aMjbmiBuKste2wslTFkC5d1dw0GooOCepZXJ2SAg==", "dev": true, "license": "ISC", "bin": { diff --git a/chat-with-context/package.json b/chat-with-context/package.json index b9618ae..61bfb5d 100644 --- a/chat-with-context/package.json +++ b/chat-with-context/package.json @@ -17,7 +17,8 @@ ], "scripts": { "dev": "vite", - "build": "vite build", + "build": "npm run buid:css && vite build", + "buid:css": "npx tailwindcss build -o temp.css && echo \"chat-with-context {\" > src/style.css && cat temp.css >> src/style.css && echo \"}\" >> src/style.css && rm temp.css", "build:demo": "rm -rf ../src/sparql_llm/webapp && cd demo && vite build", "test": "npm run lint && vitest run", "fmt": "prettier --write . && eslint \"**/*.{ts,tsx,html,json}\" --fix", @@ -34,32 +35,32 @@ "solid-js": "^1.9.3" }, "devDependencies": { - "@eslint/js": "^9.15.0", + "@eslint/js": "^9.16.0", "@rollup/plugin-typescript": "^12.1.1", "@tailwindcss/typography": "^0.5.15", "@testing-library/dom": "^10.4.0", "@testing-library/jest-dom": "^6.6.3", "@types/eslint__js": "^8.42.3", "@types/feather-icons": "^4.29.4", - "@types/node": "^22.9.1", + "@types/node": "^22.10.2", "@types/sparqljs": "^3.1.12", "auto-changelog": "^2.5.0", "autoprefixer": "^10.4.20", - "eslint": "^9.15.0", - "eslint-plugin-solid": "^0.14.4", + "eslint": "^9.16.0", + "eslint-plugin-solid": "^0.14.5", "globals": "^15.13.0", "husky": "^9.1.7", "jsdom": "^25.0.1", - "lint-staged": "^15.2.10", + "lint-staged": "^15.2.11", "postcss": "^8.4.49", - "prettier": "^3.3.3", + "prettier": "^3.4.2", "tailwindcss": "^3.4.16", "tslib": "^2.8.1", - "typescript": "^5.6.3", - "typescript-eslint": "^8.15.0", - "vite": "^5.4.11", + "typescript": "^5.7.2", + "typescript-eslint": "^8.18.0", + "vite": "^6.0.3", "vite-plugin-solid": "^2.11.0", - "vitest": "^2.1.5" + "vitest": "^2.1.8" }, "keywords": [ "chat", diff --git a/chat-with-context/src/chat-with-context.tsx b/chat-with-context/src/chat-with-context.tsx index 3a3d79a..04a7d33 100644 --- a/chat-with-context/src/chat-with-context.tsx +++ b/chat-with-context/src/chat-with-context.tsx @@ -6,7 +6,7 @@ import hljs from "highlight.js/lib/core"; import "highlight.js/styles/default.min.css"; import feather from "feather-icons"; -import {extractSparqlQuery, getLangForDocType} from "./utils"; +import {extractSparqlQuery, getLangForDocType, style} from "./utils"; import {hljsDefineSparql, hljsDefineTurtle} from "./highlight"; import "./style.css"; @@ -55,10 +55,15 @@ customElement("chat-with-context", {api: "", examples: "", apiKey: ""}, props => const [feedbackSent, setFeedbackSent] = createSignal(false); const apiUrl = props.api.endsWith("/") ? props.api : props.api + "/"; + if (props.api === "") setWarningMsg("Please provide an API URL for the chat component to work."); const examples = props.examples.split(",").map(value => value.trim()); + + createEffect(() => { + feather.replace(); + fixInputHeight(); + }); let chatContainerEl!: HTMLDivElement; let inputTextEl!: HTMLTextAreaElement; - if (props.api === "") setWarningMsg("Please provide an API URL for the chat component to work."); // NOTE: the 2 works but for now we want to always run validation const streamResponse = false; @@ -67,7 +72,7 @@ customElement("chat-with-context", {api: "", examples: "", apiKey: ""}, props => const [content, setContent] = createSignal(msgContent); const [links, setLinks] = createSignal([]); const newMsg: Message = {content, setContent, role, sources, links, setLinks}; - const query = extractSparqlQuery(content()); + const query = extractSparqlQuery(msgContent); if (query) newMsg.setLinks([{url: query, ...queryLinkLabels}]); setMessages(messages => [...messages, newMsg]); feather.replace(); @@ -79,13 +84,6 @@ customElement("chat-with-context", {api: "", examples: "", apiKey: ""}, props => }); }; - // Run on component mount - createEffect(() => { - feather.replace(); - inputTextEl.style.minHeight = `40px`; - fixInputHeight(); - }); - // Send the user input to the chat API async function submitInput(question: string) { if (!question.trim()) return; @@ -93,105 +91,111 @@ customElement("chat-with-context", {api: "", examples: "", apiKey: ""}, props => setWarningMsg("⏳ Thinking..."); return; } + inputTextEl.value = ""; setLoading(true); appendMessage(question, "user"); setTimeout(() => fixInputHeight(), 0); - const response = await fetch(`${apiUrl}chat`, { - method: "POST", - headers: { - "Content-Type": "application/json", - // 'Authorization': `Bearer ${apiKey}`, - }, - body: JSON.stringify({ - messages: messages().map(({content, role}) => ({content: content(), role})), - model: "gpt-4o", - max_tokens: 50, - stream: streamResponse, - api_key: props.apiKey, - }), - }); + try { + const response = await fetch(`${apiUrl}chat`, { + method: "POST", + headers: { + "Content-Type": "application/json", + // 'Authorization': `Bearer ${apiKey}`, + }, + body: JSON.stringify({ + messages: messages().map(({content, role}) => ({content: content(), role})), + model: "gpt-4o", + max_tokens: 50, + stream: streamResponse, + api_key: props.apiKey, + }), + }); - // Handle response differently if streaming or not - if (streamResponse) { - const reader = response.body?.getReader(); - const decoder = new TextDecoder("utf-8"); - let buffer = ""; - console.log(reader); - // Iterate stream response - while (true) { - if (reader) { - const {value, done} = await reader.read(); - if (done) break; - buffer += decoder.decode(value, {stream: true}); - let boundary = buffer.lastIndexOf("\n"); - if (boundary !== -1) { - const chunk = buffer.slice(0, boundary); - buffer = buffer.slice(boundary + 1); + // Handle response differently if streaming or not + if (streamResponse) { + const reader = response.body?.getReader(); + const decoder = new TextDecoder("utf-8"); + let buffer = ""; + console.log(reader); + // Iterate stream response + while (true) { + if (reader) { + const {value, done} = await reader.read(); + if (done) break; + buffer += decoder.decode(value, {stream: true}); + let boundary = buffer.lastIndexOf("\n"); + if (boundary !== -1) { + const chunk = buffer.slice(0, boundary); + buffer = buffer.slice(boundary + 1); - const lines = chunk.split("\n").filter(line => line.trim() !== ""); - for (const line of lines) { - if (line === "data: [DONE]") { - return; - } - if (line.startsWith("data: ")) { - // console.log(line) - try { - const json = JSON.parse(line.substring(6)); - if (json.docs) { - // Docs always come before the message - appendMessage("", "assistant", json.docs); - } else { - const newContent = json.choices[0].delta?.content; - if (newContent) { - messages()[messages().length - 1].setContent(content => content + newContent); + const lines = chunk.split("\n").filter(line => line.trim() !== ""); + for (const line of lines) { + if (line === "data: [DONE]") { + return; + } + if (line.startsWith("data: ")) { + // console.log(line) + try { + const json = JSON.parse(line.substring(6)); + if (json.docs) { + // Docs always come before the message + appendMessage("", "assistant", json.docs); + } else { + const newContent = json.choices[0].delta?.content; + if (newContent) { + messages()[messages().length - 1].setContent(content => content + newContent); + } } + } catch (error) { + console.warn("Failed to parse JSON", error); + setWarningMsg("An error occurred. Please try again."); } - } catch (error) { - console.warn("Failed to parse JSON", error); - setWarningMsg("An error occurred. Please try again."); } } } } } - } - const lastMsg = messages()[messages().length - 1]; - // Process any remaining data in the buffer - if (buffer.length > 0) { - try { - const json = JSON.parse(buffer.substring(6)); - const newContent = json.choices[0].delta?.content; - if (newContent) { - lastMsg.setContent(content => content + newContent); + const lastMsg = messages()[messages().length - 1]; + // Process any remaining data in the buffer + if (buffer.length > 0) { + try { + const json = JSON.parse(buffer.substring(6)); + const newContent = json.choices[0].delta?.content; + if (newContent) { + lastMsg.setContent(content => content + newContent); + } + setWarningMsg(""); + } catch (error) { + console.warn("Failed to parse remaining JSON", error); + setWarningMsg("An error occurred. Please try again."); } + } + // Extract query once message complete + const query = extractSparqlQuery(lastMsg.content()); + console.log(query); + if (query) lastMsg.setLinks([{url: query, ...queryLinkLabels}]); + } else { + // Don't stream, await full response with additional checks done on the server + try { + const data = await response.json(); + console.log("Complete response", data); + const respMsg = data.choices[0].message.content; + appendMessage(respMsg, "assistant", data.docs); setWarningMsg(""); } catch (error) { - console.warn("Failed to parse remaining JSON", error); + console.error("Error getting API response", error, response); setWarningMsg("An error occurred. Please try again."); } } - // Extract query once message complete - const query = extractSparqlQuery(lastMsg.content()); - console.log(query); - if (query) lastMsg.setLinks([{url: query, ...queryLinkLabels}]); - } else { - // Don't stream, await full response with additional checks done on the server - try { - const data = await response.json(); - console.log("Complete response", data); - const respMsg = data.choices[0].message.content; - appendMessage(respMsg, "assistant", data.docs); - setWarningMsg(""); - } catch (error) { - console.error("Error getting API response", error, response); - setWarningMsg("An error occurred. Please try again."); - } + } catch (error) { + console.error("Failed to send message", error); + setWarningMsg("An error occurred when querying the API. Please try again or contact an admin."); } setLoading(false); setFeedbackSent(false); highlightAll(); feather.replace(); - chatContainerEl.scrollTop = chatContainerEl.scrollHeight; + inputTextEl.scrollIntoView({behavior: "smooth"}); } function sendFeedback(positive: boolean) { @@ -209,124 +213,122 @@ customElement("chat-with-context", {api: "", examples: "", apiKey: ""}, props => // Fix input height to fit content function fixInputHeight() { inputTextEl.style.height = "auto"; - // console.log("scrollHeight", inputTextEl.scrollHeight); inputTextEl.style.height = inputTextEl.scrollHeight + "px"; } return ( -
+
+ {/* Main chat container */} -
-
- - {(msg, iMsg) => ( -
-
-
+
+ + {(msg, iMsg) => ( +
+
+
- {/* Add sources references dialog */} - {msg.sources.length > 0 && ( - <> + {/* Add sources references dialog */} + {msg.sources.length > 0 && ( + <> + + - - -
- - {(source, iSource) => ( - <> -

- - {iSource() + 1} - {Math.round(source.score * 1000) / 1000} +

+ + {(source, iSource) => ( + <> +

+ + {iSource() + 1} - {Math.round(source.score * 1000) / 1000} + + {source.payload.question} ( + + {source.payload.endpoint_url} + + ) +

+ {getLangForDocType(source.payload.doc_type).startsWith("language-") ? ( +
+                                  
+                                    {source.payload.answer}
                                   
-                                  {source.payload.question} (
-                                  
-                                    {source.payload.endpoint_url}
-                                  
-                                  )
-                                

- {getLangForDocType(source.payload.doc_type).startsWith("language-") ? ( -
-                                    
-                                      {source.payload.answer}
-                                    
-                                  
- ) : ( -

{source.payload.answer}

- )} - - )} - -
-
- - )} - {/* Add links, e.g. to Run and edit the query */} - - {link => ( -
+ + + )} + {/* Add links, e.g. to Run and edit the query */} + + {link => ( + + - )} - - {/* Show feedback buttons only for last message */} - {msg.role === "assistant" && iMsg() === messages().length - 1 && !feedbackSent() && ( - <> - - - + )} -
+ + {/* Show feedback buttons only for last message */} + {msg.role === "assistant" && iMsg() === messages().length - 1 && !feedbackSent() && ( + <> + + + + )}
- )} -
-
+
+ )} +
{/* Warning message */} {warningMsg() && (
-
+
{warningMsg()}
@@ -334,12 +336,12 @@ customElement("chat-with-context", {api: "", examples: "", apiKey: ""}, props => {/* List of examples */} {messages().length < 1 && ( -
+
{example => ( @@ -348,28 +350,25 @@ customElement("chat-with-context", {api: "", examples: "", apiKey: ""}, props =>
)} + {/* Input text box */}
{ event.preventDefault(); - const textarea = event.target.querySelector("textarea") as HTMLTextAreaElement; - submitInput(textarea.value); - textarea.value = ""; + submitInput(inputTextEl.value); }} >
'),Pl=ye("

- ()"),zl=ye("

"),Dl=ye("

"),$l=ye('