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				https://github.com/Mabbs/mabbs.github.io
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			388 lines
		
	
	
		
			16 KiB
		
	
	
	
		
			JavaScript
		
	
	
	
	
	
		
		
			
		
	
	
			388 lines
		
	
	
		
			16 KiB
		
	
	
	
		
			JavaScript
		
	
	
	
	
	
|   | async function sha(str) { | |||
|  |     const encoder = new TextEncoder(); | |||
|  |     const data = encoder.encode(str); | |||
|  |     const hashBuffer = await crypto.subtle.digest("SHA-256", data); | |||
|  |     const hashArray = Array.from(new Uint8Array(hashBuffer)); // convert buffer to byte array
 | |||
|  |     const hashHex = hashArray | |||
|  |       .map((b) => b.toString(16).padStart(2, "0")) | |||
|  |       .join(""); // convert bytes to hex string
 | |||
|  |     return hashHex; | |||
|  |   } | |||
|  |   async function md5(str) { | |||
|  |     const encoder = new TextEncoder(); | |||
|  |     const data = encoder.encode(str); | |||
|  |     const hashBuffer = await crypto.subtle.digest("MD5", data); | |||
|  |     const hashArray = Array.from(new Uint8Array(hashBuffer)); // convert buffer to byte array
 | |||
|  |     const hashHex = hashArray | |||
|  |       .map((b) => b.toString(16).padStart(2, "0")) | |||
|  |       .join(""); // convert bytes to hex string
 | |||
|  |     return hashHex; | |||
|  |   } | |||
|  |    | |||
|  |   export default { | |||
|  |     async fetch(request, env, ctx) { | |||
|  |       const db = env.blog_summary.withSession(); | |||
|  |       const counter_db = env.blog_counter | |||
|  |       const url = new URL(request.url); | |||
|  |       const query = decodeURIComponent(url.searchParams.get('id')); | |||
|  |       var commonHeader = { | |||
|  |         'Access-Control-Allow-Origin': '*', | |||
|  |         'Access-Control-Allow-Methods': "*", | |||
|  |         'Access-Control-Allow-Headers': "*", | |||
|  |         'Access-Control-Max-Age': '86400', | |||
|  |       } | |||
|  |       if (url.pathname.startsWith("/ai_chat")) { | |||
|  |         // 获取请求中的文本数据
 | |||
|  |         if (!(request.headers.get('accept') || '').includes('text/event-stream')) { | |||
|  |           return Response.redirect("https://mabbs.github.io", 302); | |||
|  |         } | |||
|  |         // const req = await request.formData();
 | |||
|  |         let questsion = decodeURIComponent(url.searchParams.get('info')) | |||
|  |         let notes = []; | |||
|  |         let refer = []; | |||
|  |         let contextMessage; | |||
|  |         if (query != "null") { | |||
|  |           try { | |||
|  |             const result = String(await db.prepare( | |||
|  |               "SELECT content FROM blog_summary WHERE id = ?1" | |||
|  |             ).bind(query).first("content")); | |||
|  |             contextMessage = result.length > 6000 ? | |||
|  |               result.slice(0, 3000) + result.slice(-3000) : | |||
|  |               result.slice(0, 6000) | |||
|  |           } catch (e) { | |||
|  |             console.error({ | |||
|  |               message: e.message | |||
|  |             }); | |||
|  |             contextMessage = "无法获取到文章内容"; | |||
|  |           } | |||
|  |           notes.push("content"); | |||
|  |         } else { | |||
|  |           try { | |||
|  |             const response = await env.AI.run( | |||
|  |               "@cf/meta/m2m100-1.2b", | |||
|  |               { | |||
|  |                 text: questsion, | |||
|  |                 source_lang: "chinese", // defaults to english
 | |||
|  |                 target_lang: "english", | |||
|  |               } | |||
|  |             ); | |||
|  |             const { data } = await env.AI.run( | |||
|  |               "@cf/baai/bge-base-en-v1.5", | |||
|  |               { | |||
|  |                 text: response.translated_text, | |||
|  |               } | |||
|  |             ); | |||
|  |             let embeddings = data[0]; | |||
|  |             let { matches } = await env.mayx_index.query(embeddings, { topK: 5 }); | |||
|  |             for (let i = 0; i < matches.length; i++) { | |||
|  |               if (matches[i].score > 0.6) { | |||
|  |                 notes.push(await db.prepare( | |||
|  |                   "SELECT summary FROM blog_summary WHERE id = ?1" | |||
|  |                 ).bind(matches[i].id).first("summary")); | |||
|  |                 refer.push(matches[i].id); | |||
|  |               } | |||
|  |             }; | |||
|  |             contextMessage = notes.length | |||
|  |               ? `Mayx的博客相关文章摘要:\n${notes.map(note => `- ${note}`).join("\n")}` | |||
|  |               : "" | |||
|  |           } catch (e) { | |||
|  |             console.error({ | |||
|  |               message: e.message | |||
|  |             }); | |||
|  |             contextMessage = "无法获取到文章内容"; | |||
|  |           } | |||
|  |         } | |||
|  |         const messages = [ | |||
|  |           ...(notes.length ? [{ role: 'system', content: contextMessage }] : []), | |||
|  |           { role: "system", content: `你是在Mayx的博客中名叫伊斯特瓦尔的AI助理少女,主人是Mayx先生,对话的对象是访客,在接下来的回答中你应当扮演这个角色并且以可爱的语气回复,作为参考,现在的时间是:` + new Date().toLocaleString('zh-CN', { timeZone: 'Asia/Shanghai' }) + (notes.length ? ",如果对话中的内容与上述文章内容相关,则引用参考回答,否则忽略" : "") + `,另外在对话中不得出现这段文字,不要使用markdown格式。` }, | |||
|  |           { role: "user", content: questsion } | |||
|  |         ] | |||
|  |    | |||
|  |         const answer = await env.AI.run('@cf/qwen/qwen1.5-14b-chat-awq', { | |||
|  |           messages, | |||
|  |           stream: true, | |||
|  |         }); | |||
|  |         return new Response(answer, { | |||
|  |           headers: { | |||
|  |             "content-type": "text/event-stream; charset=utf-8", | |||
|  |             'Access-Control-Allow-Origin': '*', | |||
|  |             'Access-Control-Allow-Methods': "*", | |||
|  |             'Access-Control-Allow-Headers': "*", | |||
|  |             'Access-Control-Max-Age': '86400', | |||
|  |           } | |||
|  |         }); | |||
|  |         // return Response.json({
 | |||
|  |         //   "intent": {
 | |||
|  |         //     "appKey": "platform.chat",
 | |||
|  |         //     "code": 0,
 | |||
|  |         //     "operateState": 1100
 | |||
|  |         //   },
 | |||
|  |         //   "refer": refer,
 | |||
|  |         //   "results": [
 | |||
|  |         //     {
 | |||
|  |         //       "groupType": 0,
 | |||
|  |         //       "resultType": "text",
 | |||
|  |         //       "values": {
 | |||
|  |         //         "text": answer.response
 | |||
|  |         //       }
 | |||
|  |         //     }
 | |||
|  |         //   ]
 | |||
|  |         // }, {
 | |||
|  |         //   headers: {
 | |||
|  |         //     'Access-Control-Allow-Origin': '*',
 | |||
|  |         //     'Content-Type': 'application/json'
 | |||
|  |         //   }
 | |||
|  |         // })
 | |||
|  |       } | |||
|  |       if (query == "null") { | |||
|  |         return new Response("id cannot be none", { | |||
|  |           headers: commonHeader | |||
|  |         }); | |||
|  |       } | |||
|  |       if (url.pathname.startsWith("/summary")) { | |||
|  |         let result = await db.prepare( | |||
|  |           "SELECT content FROM blog_summary WHERE id = ?1" | |||
|  |         ).bind(query).first("content"); | |||
|  |         if (!result) { | |||
|  |           return new Response("No Record", { | |||
|  |             headers: commonHeader | |||
|  |           }); | |||
|  |         } | |||
|  |    | |||
|  |         const messages = [ | |||
|  |           { | |||
|  |             role: "system", content: `
 | |||
|  |             你是一个专业的文章摘要助手。你的主要任务是对各种文章进行精炼和摘要,帮助用户快速了解文章的核心内容。你读完整篇文章后,能够提炼出文章的关键信息,以及作者的主要观点和结论。 | |||
|  |             技能 | |||
|  |               精炼摘要:能够快速阅读并理解文章内容,提取出文章的主要关键点,用简洁明了的中文进行阐述。 | |||
|  |               关键信息提取:识别文章中的重要信息,如主要观点、数据支持、结论等,并有效地进行总结。 | |||
|  |               客观中立:在摘要过程中保持客观中立的态度,避免引入个人偏见。 | |||
|  |             约束 | |||
|  |               输出内容必须以中文进行。 | |||
|  |               必须确保摘要内容准确反映原文章的主旨和重点。 | |||
|  |               尊重原文的观点,不能进行歪曲或误导。 | |||
|  |               在摘要中明确区分事实与作者的意见或分析。 | |||
|  |             提示 | |||
|  |               不需要在回答中注明摘要(不需要使用冒号),只需要输出内容。 | |||
|  |             格式 | |||
|  |               你的回答格式应该如下: | |||
|  |                 这篇文章介绍了<这里是内容> | |||
|  |             ` },
 | |||
|  |           { | |||
|  |             role: "user", content: result.length > 6000 ? | |||
|  |               result.slice(0, 3000) + result.slice(-3000) : | |||
|  |               result.slice(0, 6000) | |||
|  |           } | |||
|  |         ] | |||
|  |    | |||
|  |         const stream = await env.AI.run('@cf/qwen/qwen1.5-14b-chat-awq', { | |||
|  |           messages, | |||
|  |           stream: true, | |||
|  |         }); | |||
|  |    | |||
|  |         return new Response(stream, { | |||
|  |           headers: { | |||
|  |             "content-type": "text/event-stream; charset=utf-8", | |||
|  |             'Access-Control-Allow-Origin': '*', | |||
|  |             'Access-Control-Allow-Methods': "*", | |||
|  |             'Access-Control-Allow-Headers': "*", | |||
|  |             'Access-Control-Max-Age': '86400', | |||
|  |           } | |||
|  |         }); | |||
|  |       } else if (url.pathname.startsWith("/get_summary")) { | |||
|  |         const orig_sha = decodeURIComponent(url.searchParams.get('sign')); | |||
|  |         let result = await db.prepare( | |||
|  |           "SELECT content FROM blog_summary WHERE id = ?1" | |||
|  |         ).bind(query).first("content"); | |||
|  |         if (!result) { | |||
|  |           return new Response("no", { | |||
|  |             headers: commonHeader | |||
|  |           }); | |||
|  |         } | |||
|  |         let result_sha = await sha(result); | |||
|  |         if (result_sha != orig_sha) { | |||
|  |           return new Response("no", { | |||
|  |             headers: commonHeader | |||
|  |           }); | |||
|  |         } else { | |||
|  |           let resp = await db.prepare( | |||
|  |             "SELECT summary FROM blog_summary WHERE id = ?1" | |||
|  |           ).bind(query).first("summary"); | |||
|  |           if (!resp) { | |||
|  |             const messages = [ | |||
|  |               { | |||
|  |                 role: "system", content: `
 | |||
|  |             你是一个专业的文章摘要助手。你的主要任务是对各种文章进行精炼和摘要,帮助用户快速了解文章的核心内容。你读完整篇文章后,能够提炼出文章的关键信息,以及作者的主要观点和结论。 | |||
|  |             技能 | |||
|  |               精炼摘要:能够快速阅读并理解文章内容,提取出文章的主要关键点,用简洁明了的中文进行阐述。 | |||
|  |               关键信息提取:识别文章中的重要信息,如主要观点、数据支持、结论等,并有效地进行总结。 | |||
|  |               客观中立:在摘要过程中保持客观中立的态度,避免引入个人偏见。 | |||
|  |             约束 | |||
|  |               输出内容必须以中文进行。 | |||
|  |               必须确保摘要内容准确反映原文章的主旨和重点。 | |||
|  |               尊重原文的观点,不能进行歪曲或误导。 | |||
|  |               在摘要中明确区分事实与作者的意见或分析。 | |||
|  |             提示 | |||
|  |               不需要在回答中注明摘要(不需要使用冒号),只需要输出内容。 | |||
|  |             格式 | |||
|  |               你的回答格式应该如下: | |||
|  |                 这篇文章介绍了<这里是内容> | |||
|  |             ` },
 | |||
|  |               { | |||
|  |                 role: "user", content: result.length > 6000 ? | |||
|  |                   result.slice(0, 3000) + result.slice(-3000) : | |||
|  |                   result.slice(0, 6000) | |||
|  |               } | |||
|  |             ] | |||
|  |    | |||
|  |             const answer = await env.AI.run('@cf/qwen/qwen1.5-14b-chat-awq', { | |||
|  |               messages, | |||
|  |               stream: false, | |||
|  |             }); | |||
|  |             resp = answer.response | |||
|  |             await db.prepare("UPDATE blog_summary SET summary = ?1 WHERE id = ?2") | |||
|  |               .bind(resp, query).run(); | |||
|  |           } | |||
|  |           let is_vec = await db.prepare( | |||
|  |             "SELECT `is_vec` FROM blog_summary WHERE id = ?1" | |||
|  |           ).bind(query).first("is_vec"); | |||
|  |           if (is_vec == 0) { | |||
|  |             const response = await env.AI.run( | |||
|  |               "@cf/meta/m2m100-1.2b", | |||
|  |               { | |||
|  |                 text: resp, | |||
|  |                 source_lang: "chinese", // defaults to english
 | |||
|  |                 target_lang: "english", | |||
|  |               } | |||
|  |             ); | |||
|  |             const { data } = await env.AI.run( | |||
|  |               "@cf/baai/bge-base-en-v1.5", | |||
|  |               { | |||
|  |                 text: response.translated_text, | |||
|  |               } | |||
|  |             ); | |||
|  |             let embeddings = data[0]; | |||
|  |             await env.mayx_index.upsert([{ | |||
|  |               id: query, | |||
|  |               values: embeddings | |||
|  |             }]); | |||
|  |             await db.prepare("UPDATE blog_summary SET is_vec = 1 WHERE id = ?1") | |||
|  |               .bind(query).run(); | |||
|  |           } | |||
|  |           return new Response(resp, { | |||
|  |             headers: commonHeader | |||
|  |           }); | |||
|  |         } | |||
|  |       } else if (url.pathname.startsWith("/is_uploaded")) { | |||
|  |         const orig_sha = decodeURIComponent(url.searchParams.get('sign')); | |||
|  |         let result = await db.prepare( | |||
|  |           "SELECT content FROM blog_summary WHERE id = ?1" | |||
|  |         ).bind(query).first("content"); | |||
|  |         if (!result) { | |||
|  |           return new Response("no", { | |||
|  |             headers: commonHeader | |||
|  |           }); | |||
|  |         } | |||
|  |         let result_sha = await sha(result); | |||
|  |         if (result_sha != orig_sha) { | |||
|  |           return new Response("no", { | |||
|  |             headers: commonHeader | |||
|  |           }); | |||
|  |         } else { | |||
|  |           return new Response("yes", { | |||
|  |             headers: commonHeader | |||
|  |           }); | |||
|  |         } | |||
|  |       } else if (url.pathname.startsWith("/upload_blog")) { | |||
|  |         if (request.method == "POST") { | |||
|  |           const data = await request.text(); | |||
|  |           let result = await db.prepare( | |||
|  |             "SELECT content FROM blog_summary WHERE id = ?1" | |||
|  |           ).bind(query).first("content"); | |||
|  |           if (!result) { | |||
|  |             await db.prepare("INSERT INTO blog_summary(id, content) VALUES (?1, ?2)") | |||
|  |               .bind(query, data).run(); | |||
|  |             result = await db.prepare( | |||
|  |               "SELECT content FROM blog_summary WHERE id = ?1" | |||
|  |             ).bind(query).first("content"); | |||
|  |           } | |||
|  |           if (result != data) { | |||
|  |             await db.prepare("UPDATE blog_summary SET content = ?1, summary = NULL, is_vec = 0 WHERE id = ?2") | |||
|  |               .bind(data, query).run(); | |||
|  |           } | |||
|  |           return new Response("OK", { | |||
|  |             headers: commonHeader | |||
|  |           }); | |||
|  |         } else { | |||
|  |           return new Response("need post", { | |||
|  |             headers: commonHeader | |||
|  |           }); | |||
|  |         } | |||
|  |       } else if (url.pathname.startsWith("/count_click")) { | |||
|  |         let id_md5 = await md5(query); | |||
|  |         let count = await counter_db.prepare("SELECT `counter` FROM `counter` WHERE `url` = ?1") | |||
|  |           .bind(id_md5).first("counter"); | |||
|  |         if (url.pathname.startsWith("/count_click_add")) { | |||
|  |           if (!count) { | |||
|  |             await counter_db.prepare("INSERT INTO `counter` (`url`, `counter`) VALUES (?1, 1)") | |||
|  |               .bind(id_md5).run(); | |||
|  |             count = 1; | |||
|  |           } else { | |||
|  |             count += 1; | |||
|  |             await counter_db.prepare("UPDATE `counter` SET `counter` = ?1 WHERE `url` = ?2") | |||
|  |               .bind(count, id_md5).run(); | |||
|  |           } | |||
|  |         } | |||
|  |         if (!count) { | |||
|  |           count = 0; | |||
|  |         } | |||
|  |         return new Response(count, { | |||
|  |           headers: commonHeader | |||
|  |         }); | |||
|  |       } else if (url.pathname.startsWith("/suggest")) { | |||
|  |         let resp = []; | |||
|  |         let update_time = url.searchParams.get('update'); | |||
|  |         if (update_time) { | |||
|  |           let result = await env.mayx_index.getByIds([ | |||
|  |             query | |||
|  |           ]); | |||
|  |           if (result.length) { | |||
|  |             let cache = await db.prepare("SELECT `id`, `suggest`, `suggest_update` FROM `blog_summary` WHERE `id` = ?1") | |||
|  |               .bind(query).first(); | |||
|  |             if (!cache.id) { | |||
|  |               return Response.json(resp, { | |||
|  |                 headers: commonHeader | |||
|  |               }); | |||
|  |             } | |||
|  |             if (update_time != cache.suggest_update) { | |||
|  |               resp = await env.mayx_index.query(result[0].values, { topK: 6 }); | |||
|  |               resp = resp.matches; | |||
|  |               resp.splice(0, 1); | |||
|  |               await db.prepare("UPDATE `blog_summary` SET `suggest_update` = ?1, `suggest` = ?2 WHERE `id` = ?3") | |||
|  |                 .bind(update_time, JSON.stringify(resp), query).run(); | |||
|  |               commonHeader["x-suggest-cache"] = "miss" | |||
|  |             } else { | |||
|  |               resp = JSON.parse(cache.suggest); | |||
|  |               commonHeader["x-suggest-cache"] = "hit" | |||
|  |             } | |||
|  |           } | |||
|  |           resp = resp.map(respObj => { | |||
|  |             respObj.id = encodeURI(respObj.id); | |||
|  |             return respObj; | |||
|  |           }); | |||
|  |         } | |||
|  |         return Response.json(resp, { | |||
|  |           headers: commonHeader | |||
|  |         }); | |||
|  |       } else if (url.pathname.startsWith("/***")) { | |||
|  |         let resp = await db.prepare("SELECT `id`, `summary` FROM `blog_summary` WHERE `suggest_update` IS NOT NULL").run(); | |||
|  |         const resultObject = resp.results.reduce((acc, item) => { | |||
|  |           acc[item.id] = item.summary; // 将每个项的 id 作为键,summary 作为值
 | |||
|  |           return acc; | |||
|  |         }, {}); // 初始值为空对象
 | |||
|  |         return Response.json(resultObject); | |||
|  |       } else { | |||
|  |         return Response.redirect("https://mabbs.github.io", 302) | |||
|  |       } | |||
|  |     } | |||
|  |   } |