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372 lines (297 loc) · 14.1 KB
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const Planner = require('./planner');
const Researcher = require('./researcher');
const Formatter = require('./formatter');
const Coder = require('./coder');
const Action = require('./action');
const InternalMonologue = require('./internal_monologue');
const Answer = require('./answer');
const Runner = require('./runner');
const Feature = require('./feature');
const Patcher = require('./patcher');
const Reporter = require('./reporter');
const Decision = require('./decision');
const ProjectManager = require('./src/project');
const AgentState = require('./src/state');
const Logger = require('./src/logger');
const { SentenceBert } = require('./src/bert/sentence');
const KnowledgeBase = require('./src/memory');
const { GoogleSearch } = require('./src/browser/search');
const Browser = require('./src/browser');
const { startInteraction } = require('./src/browser');
const ReadCode = require('./src/filesystem');
const { Netlify } = require('./src/services');
const { PDF } = require('./src/documenter/pdf');
const tiktoken = require('tiktoken');
const json = require('json');
const platform = require('platform');
const EventEmitter = require('events');
const emitAgent = require('./src/socket_instance').emit_agent;
class Agent extends EventEmitter {
constructor(baseModel, searchEngine, browser = null) {
super();
if (!baseModel) {
throw new Error("base_model is required");
}
this.logger = new Logger();
this.collectedContextKeywords = [];
this.planner = new Planner({ baseModel });
this.researcher = new Researcher({ baseModel });
this.formatter = new Formatter({ baseModel });
this.coder = new Coder({ baseModel });
this.action = new Action({ baseModel });
this.internalMonologue = new InternalMonologue({ baseModel });
this.answer = new Answer({ baseModel });
this.runner = new Runner({ baseModel });
this.feature = new Feature({ baseModel });
this.patcher = new Patcher({ baseModel });
this.reporter = new Reporter({ baseModel });
this.decision = new Decision({ baseModel });
this.projectManager = new ProjectManager();
this.agentState = new AgentState();
this.engine = searchEngine;
this.tokenizer = tiktoken.get_encoding("cl100k_base");
}
async openPage(projectName, url) {
const browser = await Browser.start();
await browser.goTo(url);
const [_, raw] = await browser.screenshot(projectName);
const data = await browser.extractText();
await browser.close();
return { browser, raw, data };
}
async searchQueries(queries, projectName) {
const results = {};
const knowledgeBase = new KnowledgeBase();
let webSearch;
switch (this.engine) {
case "bing":
webSearch = new BingSearch();
break;
case "google":
webSearch = new GoogleSearch();
break;
default:
webSearch = new DuckDuckGoSearch();
}
this.logger.info(`\nSearch Engine :: ${this.engine}`);
for (const query of queries) {
const lowerCaseQuery = query.trim().toLowerCase();
const loop = new EventEmitter();
setImmediate(async () => {
loop.emit('start');
});
loop.on('start', async () => {
webSearch.search(lowerCaseQuery);
const link = webSearch.getFirstLink();
console.log("\nLink :: ", link, '\n');
if (!link) {
return;
}
const { browser, raw, data } = await this.openPage(projectName, link);
emitAgent("screenshot", { "data": raw, "project_name": projectName }, false);
results[lowerCaseQuery] = this.formatter.execute(data, projectName);
this.logger.info(`got the search results for : ${lowerCaseQuery}`);
});
}
return results;
}
updateContextualKeywords(sentence) {
const keywords = new SentenceBert(sentence).extractKeywords();
for (const keyword of keywords) {
this.collectedContextKeywords.push(keyword[0]);
}
return this.collectedContextKeywords;
}
makeDecision(prompt, projectName) {
const decision = this.decision.execute(prompt, projectName);
for (const item of decision) {
const { function: func, args, reply } = item;
this.projectManager.addMessageFromDevika(projectName, reply);
switch (func) {
case "git_clone":
const { url } = args;
// Implement git clone functionality here
break;
case "generate_pdf_document":
const { user_prompt } = args;
// Call the reporter agent to generate the PDF document
const markdown = this.reporter.execute([user_prompt], "", projectName);
const outPdfFile = new PDF().markdownToPdf(markdown, projectName);
const projectUrl = encodeURIComponent(projectName);
const pdfDownloadUrl = `http://127.0.0.1:1337/api/download-project-pdf?project_name=${projectUrl}`;
const response = `I have generated the PDF document. You can download it from here: ${pdfDownloadUrl}`;
// this.openPage(projectName, pdfDownloadUrl);
this.projectManager.addMessageFromDevika(projectName, response);
break;
case "browser_interaction":
const { user_prompt: userPrompt } = args;
// Call the interaction agent to interact with the browser
startInteraction(this.baseModel, userPrompt, projectName);
break;
case "coding_project":
const { user_prompt: userPromptCoding } = args;
// Call the planner, researcher, coder agents in sequence
const plan = this.planner.execute(userPromptCoding, projectName);
const plannerResponse = this.planner.parseResponse(plan);
const research = this.researcher.execute(plan, this.collectedContextKeywords, projectName);
const searchResults = this.searchQueries(research.queries, projectName);
const code = this.coder.execute({
stepByStepPlan: plan,
userContext: research.ask_user,
searchResults,
projectName
});
this.coder.saveCodeToProject(code, projectName);
break;
}
}
}
subsequentExecute(prompt, projectName) {
const newMessage = this.projectManager.newMessage();
newMessage.message = prompt;
newMessage.fromDevika = false;
this.projectManager.addMessageFromUser(projectName, newMessage.message);
const osSystem = platform.platform();
this.agentState.setAgentActive(projectName, true);
const conversation = this.projectManager.getAllMessagesFormatted(projectName);
const codeMarkdown = ReadCode(projectName).codeSetToMarkdown();
const [response, action] = this.action.execute(conversation, projectName);
this.projectManager.addMessageFromDevika(projectName, response);
console.log("\naction :: ", action, '\n');
switch (action) {
case "answer":
const answerResponse = this.answer.execute({
conversation,
codeMarkdown,
projectName
});
this.projectManager.addMessageFromDevika(projectName, answerResponse);
break;
case "run":
const projectPath = this.projectManager.getProjectPath(projectName);
this.runner.execute({
conversation,
codeMarkdown,
osSystem,
projectPath,
projectName
});
break;
case "deploy":
const deployMetadata = Netlify.deploy(projectName);
const deployUrl = deployMetadata.deploy_url;
const deployResponse = {
message: "Done! I deployed your project on Netlify.",
deploy_url: deployUrl
};
this.projectManager.addMessageFromDevika(projectName, JSON.stringify(deployResponse, null, 4));
break;
case "feature":
const featureCode = this.feature.execute({
conversation,
codeMarkdown,
systemOs: osSystem,
projectName
});
console.log("\nfeature code :: ", featureCode, '\n');
this.feature.saveCodeToProject(featureCode, projectName);
break;
case "bug":
const bugCode = this.patcher.execute({
conversation,
codeMarkdown,
commands: null,
error: prompt,
systemOs: osSystem,
projectName
});
console.log("\nbug code :: ", bugCode, '\n');
this.patcher.saveCodeToProject(bugCode, projectName);
break;
case "report":
const reportMarkdown = this.reporter.execute(conversation, codeMarkdown, projectName);
const outPdfFile = new PDF().markdownToPdf(reportMarkdown, projectName);
const projectNameSpaceUrl = encodeURIComponent(projectName);
const pdfDownloadUrl = `http://127.0.0.1:1337/api/download-project-pdf?project_name=${projectNameSpaceUrl}`;
const reportResponse = `I have generated the PDF document. You can download it from here: ${pdfDownloadUrl}`;
// this.openPage(projectName, pdfDownloadUrl);
this.projectManager.addMessageFromDevika(projectName, reportResponse);
break;
}
this.agentState.setAgentActive(projectName, false);
this.agentState.setAgentCompleted(projectName, true);
}
execute(prompt, projectName) {
if (projectName) {
this.projectManager.addMessageFromUser(projectName, prompt);
}
this.agentState.createState({ project: projectName });
const plan = this.planner.execute(prompt, projectName);
console.log("\nplan :: ", plan, '\n');
const plannerResponse = this.planner.parseResponse(plan);
const { reply, focus, plans, summary } = plannerResponse;
this.projectManager.addMessageFromDevika(projectName, reply);
this.projectManager.addMessageFromDevika(projectName, JSON.stringify(plans, null, 4));
// this.projectManager.addMessageFromDevika(projectName, `In summary: ${summary}`);
this.updateContextualKeywords(focus);
console.log("\ncontext_keywords :: ", this.collectedContextKeywords, '\n');
const internalMonologue = this.internalMonologue.execute({ currentPrompt: plan, projectName });
console.log("\ninternal_monologue :: ", internalMonologue, '\n');
const newState = this.agentState.newState();
newState.internalMonologue = internalMonologue;
this.agentState.addToCurrentState(projectName, newState);
const research = this.researcher.execute(plan, this.collectedContextKeywords, { projectName });
console.log("\nresearch :: ", research, '\n');
const { queries, askUser } = research;
const queriesCombined = queries.join(", ");
// In case you missed this part in the original code
if ((queries && queries.length > 0) || askUser !== "") {
this.projectManager.addMessageFromDevika(
projectName,
`I am browsing the web to research the following queries: ${queriesCombined}.
\n If I need anything, I will make sure to ask you.`
);
}
if (!queries && queries.length === 0) {
this.projectManager.addMessageFromDevika(
projectName,
"I think I can proceed without searching the web."
);
}
let askUserPrompt = "Nothing from the user.";
if (askUser !== "" && askUser !== null) {
this.projectManager.addMessageFromDevika(projectName, askUser);
this.agentState.setAgentActive(projectName, false);
let gotUserQuery = false;
while (!gotUserQuery) {
this.logger.info("Waiting for user query...");
const latestMessageFromUser = this.projectManager.getLatestMessageFromUser(projectName);
const validateLastMessageIsFromUser = this.projectManager.validateLastMessageIsFromUser(projectName);
if (latestMessageFromUser && validateLastMessageIsFromUser) {
askUserPrompt = latestMessageFromUser.message;
gotUserQuery = true;
this.projectManager.addMessageFromDevika(projectName, "Thanks! 🙌");
}
setTimeout(() => {}, 5000);
}
}
this.agentState.setAgentActive(projectName, true);
const searchResults = queries && queries.length > 0 ? this.searchQueries(queries, projectName) : {};
const code = this.coder.execute({
stepByStepPlan: plan,
userContext: askUserPrompt,
searchResults,
projectName
});
console.log("\ncode :: ", code, '\n');
this.coder.saveCodeToProject(code, projectName);
this.agentState.setAgentActive(projectName, false);
this.agentState.setAgentCompleted(projectName, true);
this.projectManager.addMessageFromDevika(
projectName,
"I have completed the my task. \n"
"if you would like me to do anything else, please let me know. \n"
);
}
}
module.exports = Agent;