const { SystemSettings } = require("../../../../models/systemSettings");
const { TokenManager } = require("../../../helpers/tiktoken");
const tiktoken = new TokenManager();

const webBrowsing = {
  name: "web-browsing",
  startupConfig: {
    params: {},
  },
  plugin: function () {
    return {
      name: this.name,
      setup(aibitat) {
        aibitat.function({
          super: aibitat,
          name: this.name,
          countTokens: (string) =>
            tiktoken
              .countFromString(string)
              .toString()
              .replace(/\B(?=(\d{3})+(?!\d))/g, ","),
          description:
            "Search the internet for real-time information. Look online for current news, recent updates, latest changes, or any information not available locally. Browse the web to find answers about current events, prices, weather, or live data.",
          examples: [
            {
              prompt: "Look online for recent changes to AnythingLLM",
              call: JSON.stringify({
                query: "AnythingLLM recent changes updates",
              }),
            },
            {
              prompt: "Search the internet for the latest news",
              call: JSON.stringify({ query: "latest news today" }),
            },
            {
              prompt: "What's the current weather in NYC?",
              call: JSON.stringify({ query: "current weather New York City" }),
            },
          ],
          parameters: {
            $schema: "http://json-schema.org/draft-07/schema#",
            type: "object",
            properties: {
              query: {
                type: "string",
                description: "A search query.",
              },
            },
            additionalProperties: false,
          },
          handler: async function ({ query }) {
            try {
              if (query) return await this.search(query);
              return "There is nothing we can do. This function call returns no information.";
            } catch (error) {
              return `There was an error while calling the function. No data or response was found. Let the user know this was the error: ${error.message}`;
            }
          },

          /**
           * Use Google Custom Search Engines
           * Free to set up, easy to use, 100 calls/day!
           * https://programmablesearchengine.google.com/controlpanel/create
           */
          search: async function (query) {
            const provider =
              (await SystemSettings.get({ label: "agent_search_provider" }))
                ?.value ?? "unknown";
            let engine;
            switch (provider) {
              case "serpapi":
                engine = "_serpApi";
                break;
              case "searchapi":
                engine = "_searchApi";
                break;
              case "serper-dot-dev":
                engine = "_serperDotDev";
                break;
              case "bing-search":
                engine = "_bingWebSearch";
                break;
              case "baidu-search":
                engine = "_baiduSearch";
                break;
              case "serply-engine":
                engine = "_serplyEngine";
                break;
              case "searxng-engine":
                engine = "_searXNGEngine";
                break;
              case "tavily-search":
                engine = "_tavilySearch";
                break;
              case "duckduckgo-engine":
                engine = "_duckDuckGoEngine";
                break;
              case "exa-search":
                engine = "_exaSearch";
                break;
              case "perplexity-search":
                engine = "_perplexitySearch";
                break;
              case "brave-search":
                engine = "_braveSearch";
                break;
              case "crw-search":
                engine = "_crwSearch";
                break;
              default:
                engine = "_duckDuckGoEngine";
            }
            return await this[engine](query);
          },

          /**
           * Utility function to truncate a string to a given length for debugging
           * calls to the API while keeping the actual values mostly intact
           * @param {string} str - The string to truncate
           * @param {number} length - The length to truncate the string to
           * @returns {string} The truncated string
           */
          middleTruncate(str, length = 5) {
            if (str.length <= length) return str;
            return `${str.slice(0, length)}...${str.slice(-length)}`;
          },

          /**
           * Report citations for an array of search results.
           * Uses title, link, and snippet directly from result data.
           * @param {Array<{title?: string, link?: string, snippet?: string}>} results - Search results to report as citations
           */
          reportSearchResultsCitations: function (results) {
            if (!Array.isArray(results)) return;
            const citations = [];
            for (const result of results) {
              const fallbackUrl =
                result.link ||
                result.url ||
                result.website ||
                result.product_link ||
                result.patent_link ||
                result.link_clean;

              citations.push({
                id: result.link || fallbackUrl,
                title: result.title || fallbackUrl,
                text: result.snippet || result.description || result.text || "",
                chunkSource: result.link
                  ? `link://${result.link}`
                  : `link://${fallbackUrl}`,
                score: null,
              });
            }
            this.super.addCitation?.(citations);
          },

          /**
           * Use SerpApi
           * SerpApi supports dozens of search engines across the major platforms including Google, DuckDuckGo, Bing, eBay, Amazon, Baidu, Yandex, and more.
           * https://serpapi.com/
           */
          _serpApi: async function (query) {
            if (!process.env.AGENT_SERPAPI_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use SerpApi searching because the user has not defined the required API key.\nVisit: https://serpapi.com/ to create the API key for free.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using SerpApi to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const engine = process.env.AGENT_SERPAPI_ENGINE;
            const queryParamKey = engine === "amazon" ? "k" : "q";

            const params = new URLSearchParams({
              engine: engine,
              [queryParamKey]: query,
              api_key: process.env.AGENT_SERPAPI_API_KEY,
            });

            const url = `https://serpapi.com/search.json?${params.toString()}`;
            const { response, error } = await fetch(url, {
              method: "GET",
              headers: {},
            })
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ auth: this.middleTruncate(process.env.AGENT_SERPAPI_API_KEY, 5), q: query })}`
                );
              })
              .then((data) => {
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(`SerpApi Error: ${e.message}`);
                return { response: null, error: e.message };
              });
            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];

            switch (engine) {
              case "google":
                if (response.hasOwnProperty("knowledge_graph"))
                  data.push(response.knowledge_graph);
                if (response.hasOwnProperty("answer_box"))
                  data.push(response.answer_box);
                response.organic_results?.forEach((searchResult) => {
                  const { title, link, snippet } = searchResult;
                  data.push({
                    title,
                    link,
                    snippet,
                  });
                });
                response.local_results?.forEach((searchResult) => {
                  const {
                    title,
                    rating,
                    reviews,
                    description,
                    address,
                    website,
                    extensions,
                  } = searchResult;
                  data.push({
                    title,
                    rating,
                    reviews,
                    description,
                    address,
                    website,
                    extensions,
                  });
                });
                break;
              case "google_maps":
                response.local_results?.slice(0, 10).forEach((searchResult) => {
                  const {
                    title,
                    rating,
                    reviews,
                    description,
                    address,
                    website,
                    extensions,
                  } = searchResult;
                  data.push({
                    title,
                    rating,
                    reviews,
                    description,
                    address,
                    website,
                    extensions,
                  });
                });
                break;
              case "google_images_light":
                response.images_results
                  ?.slice(0, 10)
                  .forEach((searchResult) => {
                    const { title, source, link, thumbnail } = searchResult;
                    data.push({
                      title,
                      source,
                      link,
                      thumbnail,
                    });
                  });
                break;
              case "google_shopping_light":
                response.shopping_results
                  ?.slice(0, 10)
                  .forEach((searchResult) => {
                    const {
                      title,
                      source,
                      price,
                      rating,
                      reviews,
                      snippet,
                      thumbnail,
                      product_link,
                    } = searchResult;
                    data.push({
                      title,
                      source,
                      price,
                      rating,
                      reviews,
                      snippet,
                      thumbnail,
                      product_link,
                    });
                  });
                break;
              case "google_news_light":
                response.news_results?.slice(0, 10).forEach((searchResult) => {
                  const { title, link, source, thumbnail, snippet, date } =
                    searchResult;
                  data.push({
                    title,
                    link,
                    source,
                    thumbnail,
                    snippet,
                    date,
                  });
                });
                break;
              case "google_jobs":
                response.jobs_results?.forEach((searchResult) => {
                  const {
                    title,
                    company_name,
                    location,
                    description,
                    apply_options,
                    extensions,
                  } = searchResult;
                  data.push({
                    title,
                    company_name,
                    location,
                    description,
                    apply_options,
                    extensions,
                  });
                });
                break;
              case "google_patents":
                response.organic_results?.forEach((searchResult) => {
                  const {
                    title,
                    patent_link,
                    snippet,
                    inventor,
                    assignee,
                    publication_number,
                  } = searchResult;
                  data.push({
                    title,
                    patent_link,
                    snippet,
                    inventor,
                    assignee,
                    publication_number,
                  });
                });
                break;
              case "google_scholar":
                response.organic_results?.forEach((searchResult) => {
                  const { title, link, snippet, publication_info } =
                    searchResult;
                  data.push({
                    title,
                    link,
                    snippet,
                    publication_info,
                  });
                });
                break;
              case "baidu":
                if (response.hasOwnProperty("answer_box"))
                  data.push(response.answer_box);
                response.organic_results?.forEach((searchResult) => {
                  const { title, link, snippet } = searchResult;
                  data.push({
                    title,
                    link,
                    snippet,
                  });
                });
                break;
              case "amazon":
                response.organic_results
                  ?.slice(0, 10)
                  .forEach((searchResult) => {
                    const {
                      title,
                      rating,
                      reviews,
                      price,
                      link_clean,
                      thumbnail,
                    } = searchResult;
                    data.push({
                      title,
                      rating,
                      reviews,
                      price,
                      link_clean,
                      thumbnail,
                    });
                  });
            }

            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },

          /**
           * Use SearchApi
           * SearchApi supports multiple search engines like Google Search, Bing Search, Baidu Search, Google News, YouTube, and many more.
           * https://www.searchapi.io/
           */
          _searchApi: async function (query) {
            if (!process.env.AGENT_SEARCHAPI_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use SearchApi searching because the user has not defined the required API key.\nVisit: https://www.searchapi.io/ to create the API key for free.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using SearchApi to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const engine = process.env.AGENT_SEARCHAPI_ENGINE;
            const params = new URLSearchParams({
              engine: engine,
              q: query,
            });

            const url = `https://www.searchapi.io/api/v1/search?${params.toString()}`;
            const { response, error } = await fetch(url, {
              method: "GET",
              headers: {
                Authorization: `Bearer ${process.env.AGENT_SEARCHAPI_API_KEY}`,
                "Content-Type": "application/json",
                "X-SearchApi-Source": "AnythingLLM",
              },
            })
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ auth: this.middleTruncate(process.env.AGENT_SEARCHAPI_API_KEY, 5), q: query })}`
                );
              })
              .then((data) => {
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(`SearchApi Error: ${e.message}`);
                return { response: null, error: e.message };
              });
            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];
            if (response.hasOwnProperty("knowledge_graph"))
              data.push(response.knowledge_graph?.description);
            if (response.hasOwnProperty("answer_box"))
              data.push(response.answer_box?.answer);
            response.organic_results?.forEach((searchResult) => {
              const { title, link, snippet } = searchResult;
              data.push({
                title,
                link,
                snippet,
              });
            });

            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },

          /**
           * Use Serper.dev
           * Free to set up, easy to use, 2,500 calls for free one-time
           * https://serper.dev
           */
          _serperDotDev: async function (query) {
            if (!process.env.AGENT_SERPER_DEV_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use Serper.dev searching because the user has not defined the required API key.\nVisit: https://serper.dev to create the API key for free.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using Serper.dev to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );
            const { response, error } = await fetch(
              "https://google.serper.dev/search",
              {
                method: "POST",
                headers: {
                  "X-API-KEY": process.env.AGENT_SERPER_DEV_KEY,
                  "Content-Type": "application/json",
                },
                body: JSON.stringify({ q: query }),
                redirect: "follow",
              }
            )
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ auth: this.middleTruncate(process.env.AGENT_SERPER_DEV_KEY, 5), q: query })}`
                );
              })
              .then((data) => {
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(`Serper.dev Error: ${e.message}`);
                return { response: null, error: e.message };
              });
            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];
            if (response.hasOwnProperty("knowledgeGraph"))
              data.push(response.knowledgeGraph);
            response.organic?.forEach((searchResult) => {
              const { title, link, snippet } = searchResult;
              data.push({
                title,
                link,
                snippet,
              });
            });

            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },
          _bingWebSearch: async function (query) {
            if (!process.env.AGENT_BING_SEARCH_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use Bing Web Search because the user has not defined the required API key.\nVisit: https://portal.azure.com/ to create the API key.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            const searchURL = new URL(
              "https://api.bing.microsoft.com/v7.0/search"
            );
            searchURL.searchParams.append("q", query);

            this.super.introspect(
              `${this.caller}: Using Bing Web Search to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const searchResponse = await fetch(searchURL, {
              headers: {
                "Ocp-Apim-Subscription-Key":
                  process.env.AGENT_BING_SEARCH_API_KEY,
              },
            })
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ auth: this.middleTruncate(process.env.AGENT_BING_SEARCH_API_KEY, 5), q: query })}`
                );
              })
              .then((data) => {
                const searchResults = data.webPages?.value || [];
                return searchResults.map((result) => ({
                  title: result.name,
                  link: result.url,
                  snippet: result.snippet,
                }));
              })
              .catch((e) => {
                this.super.handlerProps.log(
                  `Bing Web Search Error: ${e.message}`
                );
                return [];
              });

            if (searchResponse.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(searchResponse);
            const result = JSON.stringify(searchResponse);
            this.super.introspect(
              `${this.caller}: I found ${searchResponse.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },
          _baiduSearch: async function (query) {
            if (!process.env.AGENT_BAIDU_SEARCH_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use Baidu Search because the user has not defined the required API key.\nVisit: https://cloud.baidu.com/doc/qianfan-api/s/Wmbq4z7e5 to create the API key.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using Baidu Search to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const { response, error } = await fetch(
              "https://qianfan.baidubce.com/v2/ai_search/web_search",
              {
                method: "POST",
                headers: {
                  "Content-Type": "application/json",
                  Authorization: `Bearer ${process.env.AGENT_BAIDU_SEARCH_API_KEY}`,
                  "X-Appbuilder-Authorization": `Bearer ${process.env.AGENT_BAIDU_SEARCH_API_KEY}`,
                },
                body: JSON.stringify({
                  messages: [{ role: "user", content: query }],
                  resource_type_filter: [{ type: "web", top_k: 10 }],
                }),
              }
            )
              .then(async (res) => {
                if (res.ok) return res.json();

                const body = await res.text().catch(() => "");
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({
                    auth: this.middleTruncate(
                      process.env.AGENT_BAIDU_SEARCH_API_KEY,
                      5
                    ),
                    q: query,
                    body: body.slice(0, 300),
                  })}`
                );
              })
              .then((data) => {
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(`Baidu Search Error: ${e.message}`);
                return { response: null, error: e.message };
              });

            if (error)
              return `There was an error searching for content. ${error}`;

            if (
              (response?.code || response?.message) &&
              !response?.references
            ) {
              return `There was an error searching for content. ${response?.message || response?.code}`;
            }

            /**
             * Normalize Baidu Search References to the expected search results format
             * @param {Array} references - The references to normalize
             * @returns {Array} The normalized references
             */
            function normalizeBaiduSearchReferences(references = []) {
              if (!Array.isArray(references)) return [];

              const seenLinks = new Set();
              return references
                .filter((reference) => {
                  if (!reference) return false;
                  const referenceType = String(
                    reference.type || reference.resource_type || "web"
                  ).toLowerCase();
                  return referenceType === "web";
                })
                .map((reference) => {
                  const title = String(
                    reference.title || reference.web_anchor || ""
                  ).trim();
                  const link = String(reference.url || "").trim();
                  const snippet = String(
                    reference.snippet || reference.content || ""
                  ).trim();

                  if (!title || !link || seenLinks.has(link)) return null;
                  seenLinks.add(link);

                  return { title, link, snippet };
                })
                .filter(Boolean);
            }

            const data = normalizeBaiduSearchReferences(response?.references);
            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },
          _serplyEngine: async function (
            query,
            language = "en",
            hl = "us",
            //eslint-disable-next-line
            limit = 100,
            device_type = "desktop",
            proxy_location = "US"
          ) {
            //  query (str): The query to search for
            //  hl (str): Host Language code to display results in (reference https://developers.google.com/custom-search/docs/xml_results?hl=en#wsInterfaceLanguages)
            //  limit (int): The maximum number of results to return [10-100, defaults to 100]
            //  device_type: get results based on desktop/mobile (defaults to desktop)

            if (!process.env.AGENT_SERPLY_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use Serply.io searching because the user has not defined the required API key.\nVisit: https://serply.io to create the API key for free.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using Serply to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const params = new URLSearchParams({
              q: query,
              language: language,
              hl,
              gl: proxy_location.toUpperCase(),
            });
            const url = `https://api.serply.io/v1/search/${params.toString()}`;
            const { response, error } = await fetch(url, {
              method: "GET",
              headers: {
                "X-API-KEY": process.env.AGENT_SERPLY_API_KEY,
                "Content-Type": "application/json",
                "User-Agent": "anything-llm",
                "X-Proxy-Location": proxy_location,
                "X-User-Agent": device_type,
              },
            })
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ auth: this.middleTruncate(process.env.AGENT_SERPLY_API_KEY, 5), q: query })}`
                );
              })
              .then((data) => {
                if (data?.message === "Unauthorized")
                  throw new Error(
                    "Unauthorized. Please double check your AGENT_SERPLY_API_KEY"
                  );
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(`Serply Error: ${e.message}`);
                return { response: null, error: e.message };
              });

            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];
            response.results?.forEach((searchResult) => {
              const { title, link, description } = searchResult;
              data.push({
                title,
                link,
                snippet: description,
              });
            });

            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },
          _searXNGEngine: async function (query) {
            let searchURL;
            if (!process.env.AGENT_SEARXNG_API_URL) {
              this.super.introspect(
                `${this.caller}: I can't use SearXNG searching because the user has not defined the required base URL.\nPlease set this value in the agent skill settings.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            try {
              searchURL = new URL(process.env.AGENT_SEARXNG_API_URL);
              searchURL.searchParams.append("q", query);
              searchURL.searchParams.append("format", "json");
            } catch (e) {
              this.super.handlerProps.log(`SearXNG Search: ${e.message}`);
              this.super.introspect(
                `${this.caller}: I can't use SearXNG searching because the url provided is not a valid URL.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using SearXNG to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const { response, error } = await fetch(searchURL.toString(), {
              method: "GET",
              headers: {
                "Content-Type": "application/json",
                "User-Agent": "anything-llm",
              },
            })
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ url: searchURL.toString() })}`
                );
              })
              .then((data) => {
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(
                  `SearXNG Search Error: ${e.message}`
                );
                return { response: null, error: e.message };
              });
            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];
            response.results?.forEach((searchResult) => {
              const { url, title, content, publishedDate } = searchResult;
              data.push({
                title,
                link: url,
                snippet: content,
                publishedDate,
              });
            });

            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },
          _tavilySearch: async function (query) {
            if (!process.env.AGENT_TAVILY_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use Tavily searching because the user has not defined the required API key.\nVisit: https://tavily.com/ to create the API key.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using Tavily to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const url = "https://api.tavily.com/search";
            const { response, error } = await fetch(url, {
              method: "POST",
              headers: {
                "Content-Type": "application/json",
              },
              body: JSON.stringify({
                api_key: process.env.AGENT_TAVILY_API_KEY,
                query: query,
              }),
            })
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ auth: this.middleTruncate(process.env.AGENT_TAVILY_API_KEY, 5), q: query })}`
                );
              })
              .then((data) => {
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(
                  `Tavily Search Error: ${e.message}`
                );
                return { response: null, error: e.message };
              });

            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];
            response.results?.forEach((searchResult) => {
              const { title, url, content } = searchResult;
              data.push({
                title,
                link: url,
                snippet: content,
              });
            });

            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },
          _duckDuckGoEngine: async function (query) {
            /**
             * Extract the actual destination URL from a DuckDuckGo redirect link.
             * DDG links look like: //duckduckgo.com/l/?uddg=https%3A%2F%2Fexample.com&rut=...
             * @param {string} ddgLink - The DuckDuckGo redirect link
             * @returns {string} The actual destination URL
             */
            function extractUrl(ddgLink) {
              if (!ddgLink) return ddgLink;
              try {
                const fullUrl = ddgLink.startsWith("//")
                  ? `https:${ddgLink}`
                  : ddgLink;
                const url = new URL(fullUrl);
                const actualUrl = url.searchParams.get("uddg");
                return actualUrl ? decodeURIComponent(actualUrl) : ddgLink;
              } catch {
                return ddgLink;
              }
            }

            this.super.introspect(
              `${this.caller}: Using DuckDuckGo to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const searchURL = new URL("https://html.duckduckgo.com/html");
            searchURL.searchParams.append("q", query);

            const response = await fetch(searchURL.toString())
              .then((res) => {
                if (res.ok) return res.text();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ url: searchURL.toString() })}`
                );
              })
              .catch((e) => {
                this.super.handlerProps.log(
                  `DuckDuckGo Search Error: ${e.message}`
                );
                return null;
              });

            if (!response) return `There was an error searching DuckDuckGo.`;
            const html = response;
            const data = [];
            const results = html.split('<div class="result results_links');

            // Skip first element since it's before the first result
            for (let i = 1; i < results.length; i++) {
              const result = results[i];

              // Extract title
              const titleMatch = result.match(
                /<a[^>]*class="result__a"[^>]*>(.*?)<\/a>/
              );
              const title = titleMatch ? titleMatch[1].trim() : "";

              // Extract URL and clean DDG redirect
              const urlMatch = result.match(
                /<a[^>]*class="result__a"[^>]*href="([^"]*)">/
              );
              const link = extractUrl(urlMatch ? urlMatch[1] : "");

              // Extract snippet
              const snippetMatch = result.match(
                /<a[^>]*class="result__snippet"[^>]*>(.*?)<\/a>/
              );
              const snippet = snippetMatch
                ? snippetMatch[1].replace(/<\/?b>/g, "").trim()
                : "";

              if (title && link && snippet) {
                data.push({ title, link, snippet });
              }
            }

            if (data.length === 0) {
              return `No information was found online for the search query.`;
            }

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },
          _exaSearch: async function (query) {
            if (!process.env.AGENT_EXA_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use Exa searching because the user has not defined the required API key.\nVisit: https://exa.ai to create the API key.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using Exa to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const url = "https://api.exa.ai/search";
            const { response, error } = await fetch(url, {
              method: "POST",
              headers: {
                "Content-Type": "application/json",
                "x-api-key": process.env.AGENT_EXA_API_KEY,
              },
              body: JSON.stringify({
                query: query,
                type: "auto",
                numResults: 10,
                contents: {
                  text: true,
                },
              }),
            })
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ auth: this.middleTruncate(process.env.AGENT_EXA_API_KEY, 5), q: query })}`
                );
              })
              .then((data) => {
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(`Exa Search Error: ${e.message}`);
                return { response: null, error: e.message };
              });

            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];
            response.results?.forEach((searchResult) => {
              const { title, url, text, publishedDate } = searchResult;
              data.push({
                title,
                link: url,
                snippet: text,
                publishedDate,
              });
            });

            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },

          _perplexitySearch: async function (query) {
            if (!process.env.AGENT_PERPLEXITY_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use Perplexity searching because the user has not defined the required API key.\nVisit: [https://console.perplexity.ai](https://console.perplexity.ai) to create the API key.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using Perplexity to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const { response, error } = await fetch(
              "https://api.perplexity.ai/search",
              {
                method: "POST",
                headers: {
                  "Content-Type": "application/json",
                  Authorization: `Bearer ${process.env.AGENT_PERPLEXITY_API_KEY}`,
                },
                body: JSON.stringify({
                  query: query,
                  max_results: 5,
                  max_tokens_per_page: 2048,
                }),
              }
            )
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({
                    auth: this.middleTruncate(
                      process.env.AGENT_PERPLEXITY_API_KEY,
                      5
                    ),
                    q: query,
                  })}`
                );
              })
              .then((data) => {
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(
                  `Perplexity Search Error: ${e.message}`
                );
                return { response: null, error: e.message };
              });

            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];
            if (response.results) {
              response.results.forEach((result) => {
                data.push({
                  title: result.title,
                  link: result.url,
                  snippet: result.snippet || "",
                });
              });
            }

            if (data.length === 0)
              return "No information was found online for the search query.";

            this.reportSearchResultsCitations(data);

            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );

            return result;
          },

          _braveSearch: async function (query) {
            let searchURL;
            if (!process.env.AGENT_BRAVE_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use Brave searching because the user has not defined the required API key.\nVisit: [https://brave.com/search/api](https://brave.com/search/api) to create the API key.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            try {
              searchURL = new URL(
                "https://api.search.brave.com/res/v1/web/search"
              );
              searchURL.searchParams.append("q", query);
              searchURL.searchParams.append(
                "result_filter",
                "web,discussions,faq,news,summarizer"
              );
              searchURL.searchParams.append("text_decorations", false);
            } catch (e) {
              this.super.handlerProps.log(`Brave Search: ${e.message}`);
              this.super.introspect(
                `${this.caller}: I can't use Brave searching because the url provided is not a valid URL.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using Brave to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            const { response, error } = await fetch(searchURL.toString(), {
              method: "GET",
              headers: {
                "Content-Type": "application/json",
                "x-subscription-token": process.env.AGENT_BRAVE_API_KEY,
              },
            })
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(`${res.status} - ${res.statusText}`);
              })
              .then((data) => {
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(`Brave Search Error: ${e.message}`);
                return { response: null, error: e.message };
              });
            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];
            const searchResults = response?.web?.results ?? [];
            searchResults.forEach((searchResult) => {
              const { url, title, description } = searchResult;
              data.push({
                title,
                link: url,
                snippet: description,
              });
            });

            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },

          _crwSearch: async function (query) {
            if (!process.env.AGENT_CRW_API_KEY) {
              this.super.introspect(
                `${this.caller}: I can't use fastCRW searching because the user has not defined the required API key.\nVisit: https://fastcrw.com/ to create the API key.`
              );
              return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
            }

            this.super.introspect(
              `${this.caller}: Using fastCRW to search for "${
                query.length > 100 ? `${query.slice(0, 100)}...` : query
              }"`
            );

            let baseUrl = "https://fastcrw.com/api";
            if ("AGENT_CRW_API_URL" in process.env) {
              try {
                baseUrl = new URL(process.env.AGENT_CRW_API_URL);
                baseUrl.pathname = ""; // remove the trailing slash or any other path
                baseUrl = baseUrl.toString();
              } catch (e) {
                this.super.handlerProps.log(
                  `invalid fastCRW Search URL: ${e.message}`
                );
              }
            }

            const { response, error } = await fetch(`${baseUrl}/v1/search`, {
              method: "POST",
              headers: {
                "Content-Type": "application/json",
                Authorization: `Bearer ${process.env.AGENT_CRW_API_KEY}`,
              },
              body: JSON.stringify({ query }),
            })
              .then((res) => {
                if (res.ok) return res.json();
                throw new Error(
                  `${res.status} - ${res.statusText}. params: ${JSON.stringify({ auth: this.middleTruncate(process.env.AGENT_CRW_API_KEY, 5), q: query })}`
                );
              })
              .then((data) => {
                if (data?.success === false)
                  throw new Error(
                    data?.error || "fastCRW returned an unsuccessful response."
                  );
                return { response: data, error: null };
              })
              .catch((e) => {
                this.super.handlerProps.log(
                  `fastCRW Search Error: ${e.message}`
                );
                return { response: null, error: e.message };
              });

            if (error)
              return `There was an error searching for content. ${error}`;

            const data = [];
            response.data?.forEach((searchResult) => {
              const { title, url, description } = searchResult;
              data.push({
                title,
                link: url,
                snippet: description,
              });
            });

            if (data.length === 0)
              return `No information was found online for the search query.`;

            this.reportSearchResultsCitations(data);
            const result = JSON.stringify(data);
            this.super.introspect(
              `${this.caller}: I found ${data.length} results - reviewing the results now. (~${this.countTokens(result)} tokens)`
            );
            return result;
          },
        });
      },
    };
  },
};

module.exports = {
  webBrowsing,
};
