Text Summarization Comparison

\n Text to be Summarized:\n setInputText(e.target.value.slice(0, 10000))}\n placeholder=\"Enter your text here...\"\n rows={10}\n className=\"input-text\"\n />\n

Character count: {inputText.length}/10000

\n Temperature: {temperature.toFixed(2)}\n setTemperature(parseFloat(e.target.value))}\n className=\"temperature-slider\"\n />\n

\n \n

Direct Summarization

{summary1}

Extractive + Cohesive Summarization

{summary2}

\n \n

\n );\n}\n\nfunction client() {\n createRoot(document.getElementById(\"root\")).render();\n}\n\nif (typeof document !== \"undefined\") {\n client();\n}\n\nasync function server(request: Request): Promise {\n if (request.method === \"POST\" && new URL(request.url).pathname === \"/summarize\") {\n const { text, temperature } = await request.json();\n\n const Cerebras = (await import(\"https://esm.sh/@cerebras/cerebras_cloud_sdk\")).default;\n const client = new Cerebras({ apiKey: Deno.env.get(\"CEREBRAS_API_KEY\") });\n\n // Direct summarization\n const summary1Response = await client.chat.completions.create({\n messages: [\n {\n role: \"system\",\n content:\n \"You are a helpful assistant that summarizes text concisely. Directly return the summary (plain text) and talk nothing else\",\n },\n { role: \"user\", content: `Please summarize the following text:\\n\\n${text}` },\n ],\n model: \"llama3.1-8b\",\n temperature,\n max_tokens: 1000,\n });\n const summary1 = summary1Response.choices[0].message.content;\n\n // Extractive summarization\n const extractiveResponse = await client.chat.completions.create({\n messages: [\n {\n role: \"system\",\n content:\n \"You are a helpful assistant that performs extractive summarization. Only retain main points and omit others. Directly return the summary (plain text) and talk nothing else\",\n },\n { role: \"user\", content: `original text:\\n\\n${text}` },\n ],\n model: \"llama3.1-8b\",\n temperature,\n max_tokens: 1000,\n });\n const extractiveSummary = extractiveResponse.choices[0].message.content;\n\n // Cohesive rewriting\n const summary2Response = await client.chat.completions.create({\n messages: [\n {\n role: \"system\",\n content:\n \"Rewrite given text in a better way without adding or removing content. Return the answer directly without talking anything else\",\n },\n { role: \"user\", content: `Text:\\n${extractiveSummary}` },\n ],\n model: \"llama3.1-8b\",\n temperature,\n max_tokens: 1000,\n });\n const summary2 = summary2Response.choices[0].message.content;\n\n return new Response(JSON.stringify({ summary1, summary2 }), {\n headers: { \"Content-Type\": \"application/json\" },\n });\n }\n\n return new Response(\n `\n \n \n Text Summarization Comparison\n \n \n \n \n

\n \n \n \n `,\n {\n headers: { \"Content-Type\": \"text/html\" },\n },\n );\n}\n\nconst css = `\n@import url('https://fonts.googleapis.com/css2?family=Roboto:wght@300;400;700&display=swap');\n\nbody {\n font-family: 'Roboto', sans-serif;\n line-height: 1.6;\n color: #333;\n background-color: #f4f7f9;\n margin: 0;\n padding: 0;\n}\n\n.container {\n max-width: 1200px;\n margin: 0 auto;\n padding: 40px 20px;\n}\n\nh1 {\n text-align: center;\n color: #2c3e50;\n margin-bottom: 40px;\n font-weight: 700;\n}\n\n.input-section, .temperature-section {\n background-color: #ffffff;\n border-radius: 8px;\n padding: 20px;\n box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);\n margin-bottom: 20px;\n}\n\n.input-label {\n display: block;\n margin-bottom: 10px;\n font-weight: 600;\n color: #34495e;\n}\n\n.input-text {\n width: 100%;\n padding: 12px;\n border: 1px solid #bdc3c7;\n border-radius: 4px;\n font-size: 16px;\n resize: vertical;\n}\n\n.character-count {\n font-size: 14px;\n color: #7f8c8d;\n margin-top: 5px;\n}\n\n.temperature-slider {\n width: 100%;\n margin-top: 10px;\n}\n\n.summarize-btn {\n display: block;\n width: 100%;\n padding: 12px;\n background-color: #3498db;\n color: #ffffff;\n border: none;\n border-radius: 4px;\n font-size: 18px;\n font-weight: 600;\n cursor: pointer;\n transition: background-color 0.3s ease;\n}\n\n.summarize-btn:hover {\n background-color: #2980b9;\n}\n\n.summarize-btn:disabled {\n background-color: #bdc3c7;\n cursor: not-allowed;\n}\n\n.summaries {\n display: flex;\n justify-content: space-between;\n margin-top: 40px;\n}\n\n.summary {\n width: 48%;\n background-color: #ffffff;\n padding: 20px;\n border-radius: 8px;\n box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);\n}\n\n.summary h2 {\n color: #2c3e50;\n margin-bottom: 15px;\n font-weight: 600;\n}\n\nfooter {\n margin-top: 40px;\n text-align: center;\n}\n\nfooter a {\n color: #3498db;\n text-decoration: none;\n}\n\nfooter a:hover {\n text-decoration: underline;\n}\n\n@media (max-width: 768px) {\n .summaries {\n flex-direction: column;\n }\n .summary {\n width: 100%;\n margin-bottom: 20px;\n }\n}\n`;\n\nexport default server;","deleted","label",[99],"permalink","https://www.val.town/x/sharanbabu/textSummarizationComparisonTool/code/main.tsx","extension","actionData","errors"]