const pipeline = new RAGPipeline({ model: 'gpt-4o', retriever: vectorStore });

export async function generateEmbeddings(docs: Document[]): Promise<number[][]> {

return await openai.embeddings.create({ model: 'text-embedding-3-small', input: docs });

}

CREATE INDEX CONCURRENTLY idx_embeddings ON documents USING ivfflat (embedding vector_cosine_ops);

SELECT d.id, d.content, 1 - (d.embedding <=> $1) AS similarity FROM documents d ORDER BY similarity DESC LIMIT 10;

const agent = new ReActAgent({ tools: [searchTool, codeTool], llm, maxIterations: 8 });

await agent.run({ task: 'Analyze codebase and suggest performance improvements' });

export type InferSchema<T extends ZodTypeAny> = z.infer<T>;

const { data, error } = await supabase.from('projects').select('*, metrics(*)').eq('published', true);

docker build --platform linux/amd64 -t gafarov/api:latest . && docker push gafarov/api:latest

npx prisma migrate deploy && node dist/seed.js --env production

import { Hono } from 'hono'; const app = new Hono(); app.use('*', cors(), logger());

export const revalidate = 60; // ISR — revalidate every 60 seconds

const vectorStore = await PineconeStore.fromExistingIndex(embeddings, { pineconeIndex });

const pipeline = new RAGPipeline({ model: 'gpt-4o', retriever: vectorStore });

export async function generateEmbeddings(docs: Document[]): Promise<number[][]> {

return await openai.embeddings.create({ model: 'text-embedding-3-small', input: docs });

}

CREATE INDEX CONCURRENTLY idx_embeddings ON documents USING ivfflat (embedding vector_cosine_ops);

SELECT d.id, d.content, 1 - (d.embedding <=> $1) AS similarity FROM documents d ORDER BY similarity DESC LIMIT 10;

const agent = new ReActAgent({ tools: [searchTool, codeTool], llm, maxIterations: 8 });

await agent.run({ task: 'Analyze codebase and suggest performance improvements' });

export type InferSchema<T extends ZodTypeAny> = z.infer<T>;

const { data, error } = await supabase.from('projects').select('*, metrics(*)').eq('published', true);

docker build --platform linux/amd64 -t gafarov/api:latest . && docker push gafarov/api:latest

npx prisma migrate deploy && node dist/seed.js --env production

import { Hono } from 'hono'; const app = new Hono(); app.use('*', cors(), logger());

export const revalidate = 60; // ISR — revalidate every 60 seconds

const vectorStore = await PineconeStore.fromExistingIndex(embeddings, { pineconeIndex });