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{ | ||
"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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{ | ||
"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", | ||
"esbuild": "^0.19.4" | ||
"typescript": "^4.0.5" | ||
}, | ||
"dependencies": {} | ||
} |
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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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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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