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reducing ai context to imported files #6199

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8 changes: 4 additions & 4 deletions apps/remix-ide/src/app/plugins/remixAIPlugin.tsx
Original file line number Diff line number Diff line change
Expand Up @@ -113,10 +113,10 @@ export class RemixAIPlugin extends Plugin {
}

async code_completion(prompt: string, promptAfter: string, params:IParams=CompletionParams): Promise<any> {
if (this.completionAgent.indexer == null || this.completionAgent.indexer == undefined) await this.completionAgent.indexWorkspace()
params.provider = 'mistralai' // default provider for code completion
const currentFileName = await this.call('fileManager', 'getCurrentFile')
const contextfiles = await this.completionAgent.getContextFiles(prompt)
const contextfiles = await this.completionAgent.getContextFiles()
console.log('completion file context is:', contextfiles)
if (this.isOnDesktop && !this.useRemoteInferencer) {
return await this.call(this.remixDesktopPluginName, 'code_completion', prompt, promptAfter, contextfiles, currentFileName, params)
} else {
Expand Down Expand Up @@ -281,11 +281,11 @@ export class RemixAIPlugin extends Plugin {
}

async code_insertion(msg_pfx: string, msg_sfx: string, params:IParams=CompletionParams): Promise<any> {
if (this.completionAgent.indexer == null || this.completionAgent.indexer == undefined) await this.completionAgent.indexWorkspace()

params.provider = 'mistralai' // default provider for code completion
const currentFileName = await this.call('fileManager', 'getCurrentFile')
const contextfiles = await this.completionAgent.getContextFiles(msg_pfx)
const contextfiles = await this.completionAgent.getContextFiles()
console.log('insertion file context is:', contextfiles)
if (this.isOnDesktop && !this.useRemoteInferencer) {
return await this.call(this.remixDesktopPluginName, 'code_insertion', msg_pfx, msg_sfx, contextfiles, currentFileName, params)
} else {
Expand Down
151 changes: 17 additions & 134 deletions libs/remix-ai-core/src/agents/completionAgent.ts
Original file line number Diff line number Diff line change
@@ -1,82 +1,9 @@
import lunr from 'lunr';
import { extractImportsFromFile } from "../helpers/localImportsExtractor";

interface Document {
id: number;
filename: string;
content: string;
identifier: number;
}

interface indexT{
isIndexed: boolean;
lastIndexedTime?: number;
reason?: string;
}

enum SupportedFileExtensions {
solidity = '.sol',
vyper = '.vy',
circom = '.circom',
javascript = '.js',
typescript = '.ts',
tests_ts = '.test.ts',
tests_js = '.test.js',
}

export class CodeCompletionAgent {
props: any;
indexer: any;
Documents: Document[] = [];
INDEX_THRESHOLD = 0.05;
N_MATCHES = 1;
indexed: indexT = {
isIndexed: false,
lastIndexedTime: 0,
reason: 'Init',
};

constructor(props) {
this.props = props;
this.listenForChanges();
this.indexer =lunr(function () {
this.ref('id')
this.field('filename')
this.field('content')
this.field('Identifier');
});

setInterval(() => {
this.indexWorkspace()
}, 60000)
}

listenForChanges() {
this.props.on('fileManager', 'fileAdded', (path) => { this.indexed = { isIndexed: false, reason:"fileAdded" } });
this.props.on('fileManager', 'fileRemoved', (path) => { this.indexed = { isIndexed: false, reason:"fileRemoved" } });
this.props.on('filePanel', 'workspaceCreated', () => { this.indexed = { isIndexed: false, reason:"workspaceCreated" } });
this.props.on('filePanel', 'workspaceRenamed', () => { this.indexed = { isIndexed: false, reason:"workspaceRenamed" }});
this.props.on('filePanel', 'workspaceDeleted', () => { this.indexed = { isIndexed: false, reason:"workspaceDeleted" } });
}

async getDcocuments() {
try {
const documents: Document[] = [];
const jsonDirsContracts = await this.props.call('fileManager', 'copyFolderToJson', '/').then((res) => res.contracts);
let c = 0;
for (const file in jsonDirsContracts.children) {
if (!Object.values(SupportedFileExtensions).some(ext => file.endsWith(ext))) continue;
documents.push({
id: ++c,
filename: file,
content: jsonDirsContracts.children[file].content,
identifier: c - 1,
});
}
return documents;
} catch (error) {
return [];
}
}

async getLocalImports(fileContent: string, currentFile: string) {
Expand All @@ -90,72 +17,28 @@ export class CodeCompletionAgent {
}
}

indexWorkspace() {
this.getDcocuments().then((documents) => {
this.indexer =lunr(function () {
this.ref('id')
this.field('filename')
this.field('content')
this.field('Identifier');

documents.forEach(doc => {
this.add(doc);
});
});
this.Documents = documents;
});

this.indexed = { isIndexed: true, lastIndexedTime: Date.now(), reason: 'init Indexing' };
}

async getContextFiles(prompt) {
async getContextFiles() {
try {
if (!this.indexed.isIndexed) {
await this.indexWorkspace();
const currentFile = await this.props.call('fileManager', 'getCurrentFile');
const currentFileContent = await this.props.call('fileManager', 'readFile', currentFile);

const localImports = await this.getLocalImports(currentFileContent, currentFile);

// Only return context files that are actually imported by the current file
const fileContentPairs = [];
for (const importPath of localImports) {
try {
const content = await this.props.call('fileManager', 'readFile', importPath);
fileContentPairs.push({ file: importPath, content: content });
} catch (error) {
continue;
}
}

const currentFile = await this.props.call('fileManager', 'getCurrentFile');
const content = prompt;
const searchResult = this.indexer.search(content)
const fcps = await this.processResults(searchResult, currentFile);
const resolvedFcps = await Promise.all(fcps);
return resolvedFcps;
return fileContentPairs;
} catch (error) {
return [];
}
}

async processResults(results: any, currentFile: string) {

// remove the current file name from the results list
const rmResults = await results.filter(result => {
return this.Documents.find(doc => doc.id === Number(result.ref)).filename !== currentFile;
});

// filter out the results which have the same extension as the current file.
// Do not mix and match file extensions as this will lead to incorrect completions
const extResults = await rmResults.filter(result => {
return this.Documents.find(doc => doc.id === Number(result.ref)).filename.split('.').pop() === currentFile.split('.').pop();
});

// filter out the results which have a score less than the INDEX_THRESHOLD
const topResults = await extResults.filter(result => result.score >= this.INDEX_THRESHOLD).slice(0, this.N_MATCHES);

// get the LATEST content of the top results in case the file has been modified and not indexed yet
const fileContentPairs = topResults.map(async result => {
const document = this.Documents.find(doc => doc.id === Number(result.ref));
const currentContent = await this.props.call('fileManager', 'readFile', document.filename);
return { file: document.filename, content: currentContent };
});

const localImports = await this.getLocalImports(await this.props.call('fileManager', 'readFile', currentFile), currentFile);
// check if the local import is in fileContentPairs file
for (const li of localImports) {
if (fileContentPairs.find(fcp => fcp.file === li)) continue;
const currentContent = await this.props.call('fileManager', 'readFile', li);
fileContentPairs.push({ file: li, content: currentContent });
}
return fileContentPairs;
}

}
}