mirror of
https://github.com/Mintplex-Labs/anything-llm.git
synced 2024-11-16 03:10:31 +01:00
1b4559f57f
* add LMStudio agent support (generic) support "work" with non-tool callable LLMs, highly dependent on system specs * add comments * enable few-shot prompting per function for OSS models
184 lines
6.5 KiB
JavaScript
184 lines
6.5 KiB
JavaScript
const { SystemSettings } = require("../../../../models/systemSettings");
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const webBrowsing = {
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name: "web-browsing",
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startupConfig: {
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params: {},
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},
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plugin: function () {
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return {
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name: this.name,
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setup(aibitat) {
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aibitat.function({
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super: aibitat,
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name: this.name,
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description:
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"Searches for a given query using a search engine to get better results for the user query.",
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examples: [
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{
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prompt: "Who won the world series today?",
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call: JSON.stringify({ query: "Winner of today's world series" }),
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},
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{
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prompt: "What is AnythingLLM?",
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call: JSON.stringify({ query: "AnythingLLM" }),
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},
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{
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prompt: "Current AAPL stock price",
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call: JSON.stringify({ query: "AAPL stock price today" }),
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},
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],
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parameters: {
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$schema: "http://json-schema.org/draft-07/schema#",
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type: "object",
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properties: {
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query: {
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type: "string",
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description: "A search query.",
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},
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},
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additionalProperties: false,
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},
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handler: async function ({ query }) {
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try {
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if (query) return await this.search(query);
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return "There is nothing we can do. This function call returns no information.";
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} catch (error) {
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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}`;
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}
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},
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/**
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* Use Google Custom Search Engines
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* Free to set up, easy to use, 100 calls/day!
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* https://programmablesearchengine.google.com/controlpanel/create
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*/
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search: async function (query) {
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const provider =
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(await SystemSettings.get({ label: "agent_search_provider" }))
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?.value ?? "unknown";
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let engine;
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switch (provider) {
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case "google-search-engine":
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engine = "_googleSearchEngine";
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break;
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case "serper-dot-dev":
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engine = "_serperDotDev";
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break;
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default:
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engine = "_googleSearchEngine";
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}
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return await this[engine](query);
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},
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/**
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* Use Google Custom Search Engines
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* Free to set up, easy to use, 100 calls/day
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* https://programmablesearchengine.google.com/controlpanel/create
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*/
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_googleSearchEngine: async function (query) {
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if (!process.env.AGENT_GSE_CTX || !process.env.AGENT_GSE_KEY) {
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this.super.introspect(
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`${this.caller}: I can't use Google searching because the user has not defined the required API keys.\nVisit: https://programmablesearchengine.google.com/controlpanel/create to create the API keys.`
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);
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return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
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}
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const searchURL = new URL(
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"https://www.googleapis.com/customsearch/v1"
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);
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searchURL.searchParams.append("key", process.env.AGENT_GSE_KEY);
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searchURL.searchParams.append("cx", process.env.AGENT_GSE_CTX);
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searchURL.searchParams.append("q", query);
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this.super.introspect(
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`${this.caller}: Searching on Google for "${
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query.length > 100 ? `${query.slice(0, 100)}...` : query
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}"`
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);
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const searchResponse = await fetch(searchURL)
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.then((res) => res.json())
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.then((searchResult) => searchResult?.items || [])
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.then((items) => {
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return items.map((item) => {
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return {
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title: item.title,
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link: item.link,
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snippet: item.snippet,
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};
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});
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})
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.catch((e) => {
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console.log(e);
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return {};
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});
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return JSON.stringify(searchResponse);
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},
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/**
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* Use Serper.dev
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* Free to set up, easy to use, 2,500 calls for free one-time
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* https://serper.dev
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*/
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_serperDotDev: async function (query) {
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if (!process.env.AGENT_SERPER_DEV_KEY) {
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this.super.introspect(
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`${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.`
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);
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return `Search is disabled and no content was found. This functionality is disabled because the user has not set it up yet.`;
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}
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this.super.introspect(
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`${this.caller}: Using Serper.dev to search for "${
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query.length > 100 ? `${query.slice(0, 100)}...` : query
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}"`
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);
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const { response, error } = await fetch(
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"https://google.serper.dev/search",
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{
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method: "POST",
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headers: {
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"X-API-KEY": process.env.AGENT_SERPER_DEV_KEY,
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"Content-Type": "application/json",
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},
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body: JSON.stringify({ q: query }),
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redirect: "follow",
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}
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)
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.then((res) => res.json())
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.then((data) => {
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return { response: data, error: null };
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})
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.catch((e) => {
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return { response: null, error: e.message };
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});
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if (error)
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return `There was an error searching for content. ${error}`;
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const data = [];
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if (response.hasOwnProperty("knowledgeGraph"))
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data.push(response.knowledgeGraph);
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response.organic?.forEach((searchResult) => {
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const { title, link, snippet } = searchResult;
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data.push({
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title,
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link,
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snippet,
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});
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});
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if (data.length === 0)
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return `No information was found online for the search query.`;
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return JSON.stringify(data);
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},
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});
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},
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};
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},
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};
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module.exports = {
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webBrowsing,
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};
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