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| @@ -0,0 +1,15 @@ | ||
| { | ||
| "printWidth": 110, | ||
| "tabWidth": 3, | ||
| "useTabs": false, | ||
| "semi": false, | ||
| "singleQuote": false, | ||
| "trailingComma": "es5", | ||
| "bracketSpacing": true, | ||
| "arrowParens": "always", | ||
| "requirePragma": false, | ||
| "insertPragma": false, | ||
| "proseWrap": "always", | ||
| "bracketSameLine": false, | ||
| "endOfLine": "lf" | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,14 +1,17 @@ | ||
| { | ||
| "scripts": { | ||
| "dev": "clear && tsx src/test.ts" | ||
| "dev": "clear && tsx src/test.ts", | ||
| "pretty": "prettier --config .prettierrc --write ./src/*" | ||
| }, | ||
| "devDependencies": { | ||
| "@rocket.chat/apps-cli": "^1.11.1", | ||
| "@rocket.chat/apps-engine": "^1.19.0", | ||
| "@types/node": "14.14.6", | ||
| "esbuild": "^0.19.4", | ||
| "prettier": "^3.3.3", | ||
| "tslint": "^5.10.0", | ||
| "tsx": "^4.17.0", | ||
| "typescript": "^4.0.5" | ||
| } | ||
| } | ||
| }, | ||
| "dependencies": {} | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,77 +1,70 @@ | ||
| import { | ||
| IAppAccessors, | ||
| IConfigurationExtend, | ||
| IHttp, | ||
| ILogger, | ||
| IModify, | ||
| IPersistence, | ||
| IRead, | ||
| } from "@rocket.chat/apps-engine/definition/accessors"; | ||
| import { App } from "@rocket.chat/apps-engine/definition/App"; | ||
| import { IAppInfo } from "@rocket.chat/apps-engine/definition/metadata"; | ||
| IAppAccessors, | ||
| IConfigurationExtend, | ||
| IHttp, | ||
| ILogger, | ||
| IModify, | ||
| IPersistence, | ||
| IRead, | ||
| } from "@rocket.chat/apps-engine/definition/accessors" | ||
| import { App } from "@rocket.chat/apps-engine/definition/App" | ||
| import { IAppInfo } from "@rocket.chat/apps-engine/definition/metadata" | ||
|
|
||
| import { | ||
| ApiSecurity, | ||
| ApiVisibility, | ||
| } from "@rocket.chat/apps-engine/definition/api"; | ||
| import { UIKitViewSubmitInteractionContext } from "@rocket.chat/apps-engine/definition/uikit"; | ||
| import { AskCodeCommand } from "./commands/AskCodeCommand"; | ||
| import { AskDocsCommand } from "./commands/AskDocsCommand"; | ||
| import { DiagramCommand } from "./commands/DiagramCommand"; | ||
| import { DocumentCommand } from "./commands/DocumentCommand"; | ||
| import { FindSimilarCommand } from "./commands/FindSimilar"; | ||
| import { HelpCommand } from "./commands/HelpCommand"; | ||
| import { ImportanceCommand } from "./commands/ImportanceCommand"; | ||
| import { ImproveCommand } from "./commands/ImproveCommand"; | ||
| import { TestcasesCommand } from "./commands/TestcasesCommand"; | ||
| import { TranslateCommand } from "./commands/TranslateCommand"; | ||
| import { WhyUsedCommand } from "./commands/WhyUsedCommand"; | ||
| import { EstablishRelationsEndpoint } from "./endpoints/establishRelations"; | ||
| import { IngestEndpoint } from "./endpoints/ingest"; | ||
| import { PurgeDBEndpoint } from "./endpoints/purgeDB"; | ||
| import { handleModalViewSubmit } from "./utils/handleModalViewSubmit"; | ||
| import { ApiSecurity, ApiVisibility } from "@rocket.chat/apps-engine/definition/api" | ||
| import { UIKitViewSubmitInteractionContext } from "@rocket.chat/apps-engine/definition/uikit" | ||
| import { AskCodeCommand } from "./commands/AskCodeCommand" | ||
| import { AskDocsCommand } from "./commands/AskDocsCommand" | ||
| import { DiagramCommand } from "./commands/DiagramCommand" | ||
| import { DocumentCommand } from "./commands/DocumentCommand" | ||
| import { FindSimilarCommand } from "./commands/FindSimilar" | ||
| import { HelpCommand } from "./commands/HelpCommand" | ||
| import { ImportanceCommand } from "./commands/ImportanceCommand" | ||
| import { ImproveCommand } from "./commands/ImproveCommand" | ||
| import { TestcasesCommand } from "./commands/TestcasesCommand" | ||
| import { TranslateCommand } from "./commands/TranslateCommand" | ||
| import { WhyUsedCommand } from "./commands/WhyUsedCommand" | ||
| import { EstablishRelationsEndpoint } from "./endpoints/establishRelations" | ||
| import { IngestEndpoint } from "./endpoints/ingest" | ||
| import { PurgeDBEndpoint } from "./endpoints/purgeDB" | ||
| import { handleModalViewSubmit } from "./utils/handleModalViewSubmit" | ||
|
|
||
| export class RocketChatterApp extends App { | ||
| constructor(info: IAppInfo, logger: ILogger, accessors: IAppAccessors) { | ||
| super(info, logger, accessors); | ||
| } | ||
| constructor(info: IAppInfo, logger: ILogger, accessors: IAppAccessors) { | ||
| super(info, logger, accessors) | ||
| } | ||
|
|
||
| public async executeViewSubmitHandler( | ||
| context: UIKitViewSubmitInteractionContext, | ||
| read: IRead, | ||
| http: IHttp, | ||
| persistence: IPersistence, | ||
| modify: IModify | ||
| ) { | ||
| handleModalViewSubmit(context, read, http, modify); | ||
| } | ||
| public async executeViewSubmitHandler( | ||
| context: UIKitViewSubmitInteractionContext, | ||
| read: IRead, | ||
| http: IHttp, | ||
| persistence: IPersistence, | ||
| modify: IModify | ||
| ) { | ||
| handleModalViewSubmit(context, read, http, modify) | ||
| } | ||
|
|
||
| public async extendConfiguration(configuration: IConfigurationExtend) { | ||
| configuration.slashCommands.provideSlashCommand(new HelpCommand()); | ||
| public async extendConfiguration(configuration: IConfigurationExtend) { | ||
| configuration.slashCommands.provideSlashCommand(new HelpCommand()) | ||
|
|
||
| configuration.slashCommands.provideSlashCommand(new AskCodeCommand()); | ||
| configuration.slashCommands.provideSlashCommand(new AskDocsCommand()); | ||
| configuration.slashCommands.provideSlashCommand(new DiagramCommand()); | ||
| configuration.slashCommands.provideSlashCommand(new DocumentCommand()); | ||
| configuration.slashCommands.provideSlashCommand( | ||
| new FindSimilarCommand() | ||
| ); | ||
| configuration.slashCommands.provideSlashCommand( | ||
| new ImportanceCommand() | ||
| ); | ||
| configuration.slashCommands.provideSlashCommand(new ImproveCommand()); | ||
| configuration.slashCommands.provideSlashCommand(new TestcasesCommand()); | ||
| configuration.slashCommands.provideSlashCommand(new TranslateCommand()); | ||
| configuration.slashCommands.provideSlashCommand(new WhyUsedCommand()); | ||
| configuration.slashCommands.provideSlashCommand(new AskCodeCommand()) | ||
| configuration.slashCommands.provideSlashCommand(new AskDocsCommand()) | ||
| configuration.slashCommands.provideSlashCommand(new DiagramCommand()) | ||
| configuration.slashCommands.provideSlashCommand(new DocumentCommand()) | ||
| configuration.slashCommands.provideSlashCommand(new FindSimilarCommand()) | ||
| configuration.slashCommands.provideSlashCommand(new ImportanceCommand()) | ||
| configuration.slashCommands.provideSlashCommand(new ImproveCommand()) | ||
| configuration.slashCommands.provideSlashCommand(new TestcasesCommand()) | ||
| configuration.slashCommands.provideSlashCommand(new TranslateCommand()) | ||
| configuration.slashCommands.provideSlashCommand(new WhyUsedCommand()) | ||
|
|
||
| await configuration.api.provideApi({ | ||
| visibility: ApiVisibility.PUBLIC, | ||
| security: ApiSecurity.UNSECURE, | ||
| endpoints: [ | ||
| new IngestEndpoint(this), | ||
| new PurgeDBEndpoint(this), | ||
| new EstablishRelationsEndpoint(this), | ||
| ], | ||
| }); | ||
| } | ||
| await configuration.api.provideApi({ | ||
| visibility: ApiVisibility.PUBLIC, | ||
| security: ApiSecurity.UNSECURE, | ||
| endpoints: [ | ||
| new IngestEndpoint(this), | ||
| new PurgeDBEndpoint(this), | ||
| new EstablishRelationsEndpoint(this), | ||
| ], | ||
| }) | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,108 +1,94 @@ | ||
| import { | ||
| IHttp, | ||
| IModify, | ||
| IRead, | ||
| } from "@rocket.chat/apps-engine/definition/accessors"; | ||
| import { | ||
| ISlashCommand, | ||
| SlashCommandContext, | ||
| } from "@rocket.chat/apps-engine/definition/slashcommands"; | ||
| import { IHttp, IModify, IRead } from "@rocket.chat/apps-engine/definition/accessors" | ||
| import { ISlashCommand, SlashCommandContext } from "@rocket.chat/apps-engine/definition/slashcommands" | ||
|
|
||
| import { PromptFactory } from "../core/prompt.factory"; | ||
| import { Query } from "../core/query"; | ||
| import { Neo4j } from "../core/services/db/neo4j"; | ||
| import { MiniLML6 } from "../core/services/embeddings/minilml6"; | ||
| import { Llama3_70B } from "../core/services/llm/llama3_70B"; | ||
| import { handleCommandResponse } from "../utils/handleCommandResponse"; | ||
| import { PromptFactory } from "../core/prompt.factory" | ||
| import { Query } from "../core/query" | ||
| import { Neo4j } from "../core/services/db/neo4j" | ||
| import { MiniLML6 } from "../core/services/embeddings/minilml6" | ||
| import { Llama3_70B } from "../core/services/llm/llama3_70B" | ||
| import { handleCommandResponse } from "../utils/handleCommandResponse" | ||
|
|
||
| export class AskCodeCommand implements ISlashCommand { | ||
| public command = "rcc-askcode"; | ||
| public i18nParamsExample = ""; | ||
| public i18nDescription = ""; | ||
| public providesPreview = false; | ||
| public command = "rcc-askcode" | ||
| public i18nParamsExample = "" | ||
| public i18nDescription = "" | ||
| public providesPreview = false | ||
|
|
||
| /** | ||
| * Processes the user's query and returns the answer. | ||
| * | ||
| * @param {IHttp} http - The HTTP object used for making requests. | ||
| * @param {string} query - The user's query. | ||
| * @returns {Promise<string | null>} A promise that resolves to the response to be given to the user or `null` if no answer or no reference is found. | ||
| */ | ||
| private async process(http: IHttp, query: string): Promise<string | null> { | ||
| const db = new Neo4j(http); | ||
| const llm = new Llama3_70B(http); | ||
| const embeddingModel = new MiniLML6(http); | ||
| /** | ||
| * Processes the user's query and returns the answer. | ||
| * | ||
| * @param {IHttp} http - The HTTP object used for making requests. | ||
| * @param {string} query - The user's query. | ||
| * @returns {Promise<string | null>} A promise that resolves to the response to be given to the user or `null` if no answer or no reference is found. | ||
| */ | ||
| private async process(http: IHttp, query: string): Promise<string | null> { | ||
| const db = new Neo4j(http) | ||
| const llm = new Llama3_70B(http) | ||
| const embeddingModel = new MiniLML6(http) | ||
|
|
||
| /** | ||
| * --------------------------------------------------------------------------------------------- | ||
| * STEP 1: | ||
| * Extract the possible keywords from the user's query | ||
| * --------------------------------------------------------------------------------------------- | ||
| */ | ||
| const keywords = await Query.getDBKeywordsFromQuery(llm, query); | ||
| if (!keywords.length) return null; | ||
| /** | ||
| * --------------------------------------------------------------------------------------------- | ||
| * STEP 1: | ||
| * Extract the possible keywords from the user's query | ||
| * --------------------------------------------------------------------------------------------- | ||
| */ | ||
| const keywords = await Query.getDBKeywordsFromQuery(llm, query) | ||
| if (!keywords.length) return null | ||
|
|
||
| /** | ||
| * --------------------------------------------------------------------------------------------- | ||
| * STEP 2: | ||
| * Query the database to find the nodes names of which are similar to what user has requested | ||
| * --------------------------------------------------------------------------------------------- | ||
| */ | ||
| const results = await Query.getCodeNodesFromKeywords( | ||
| db, | ||
| embeddingModel, | ||
| keywords | ||
| ); | ||
| if (!results.length) return null; | ||
| /** | ||
| * --------------------------------------------------------------------------------------------- | ||
| * STEP 2: | ||
| * Query the database to find the nodes names of which are similar to what user has requested | ||
| * --------------------------------------------------------------------------------------------- | ||
| */ | ||
| const results = await Query.getCodeNodesFromKeywords(db, embeddingModel, keywords) | ||
| if (!results.length) return null | ||
|
|
||
| /** | ||
| * --------------------------------------------------------------------------------------------- | ||
| * STEP 3: | ||
| * Generate the answer and diagram for the user's query given the nodes data | ||
| * --------------------------------------------------------------------------------------------- | ||
| */ | ||
| const answer = await llm.ask( | ||
| PromptFactory.makeAskCodePrompt( | ||
| results.map((x) => x.code).join("\n\n"), | ||
| query | ||
| ) | ||
| ); | ||
| if (!answer) return null; | ||
| /** | ||
| * --------------------------------------------------------------------------------------------- | ||
| * STEP 3: | ||
| * Generate the answer and diagram for the user's query given the nodes data | ||
| * --------------------------------------------------------------------------------------------- | ||
| */ | ||
| const answer = await llm.ask( | ||
| PromptFactory.makeAskCodePrompt(results.map((x) => x.code).join("\n\n"), query) | ||
| ) | ||
| if (!answer) return null | ||
|
|
||
| return answer; | ||
| } | ||
| return answer | ||
| } | ||
|
|
||
| /** | ||
| * Executes the AskCodeCommand. | ||
| * | ||
| * @param context - The SlashCommandContext object. | ||
| * @param read - The IRead object. | ||
| * @param modify - The IModify object. | ||
| * @param http - The IHttp object. | ||
| * @returns A Promise that resolves to void. | ||
| */ | ||
| public async executor( | ||
| context: SlashCommandContext, | ||
| read: IRead, | ||
| modify: IModify, | ||
| http: IHttp | ||
| ): Promise<void> { | ||
| const query = context.getArguments().join(" "); | ||
| if (!query) return; | ||
| /** | ||
| * Executes the AskCodeCommand. | ||
| * | ||
| * @param context - The SlashCommandContext object. | ||
| * @param read - The IRead object. | ||
| * @param modify - The IModify object. | ||
| * @param http - The IHttp object. | ||
| * @returns A Promise that resolves to void. | ||
| */ | ||
| public async executor( | ||
| context: SlashCommandContext, | ||
| read: IRead, | ||
| modify: IModify, | ||
| http: IHttp | ||
| ): Promise<void> { | ||
| const query = context.getArguments().join(" ") | ||
| if (!query) return | ||
|
|
||
| const sendEditedMessage = await handleCommandResponse( | ||
| query, | ||
| context.getSender(), | ||
| context.getRoom(), | ||
| modify, | ||
| this.command | ||
| ); | ||
| const sendEditedMessage = await handleCommandResponse( | ||
| query, | ||
| context.getSender(), | ||
| context.getRoom(), | ||
| modify, | ||
| this.command | ||
| ) | ||
|
|
||
| const res = await this.process(http, query); | ||
| if (res) { | ||
| await sendEditedMessage(res); | ||
| } else { | ||
| await sendEditedMessage("❌ Unable to process your query"); | ||
| } | ||
| } | ||
| const res = await this.process(http, query) | ||
| if (res) { | ||
| await sendEditedMessage(res) | ||
| } else { | ||
| await sendEditedMessage("❌ Unable to process your query") | ||
| } | ||
| } | ||
| } |
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