Build an Academic Research AI Agent

import { paperSearch } from '@valyu/ai-sdk';
import { openai } from '@ai-sdk/openai';
import { streamText } from 'ai';

export async function POST(req: Request) {
  const { messages } = await req.json();

  const result = streamText({
    model: openai('gpt-5'),
    messages,
    system: `You are a literature review specialist. Your role:

    1. Search comprehensively across multiple databases
    2. Identify seminal papers and recent advances
    3. Synthesize findings thematically
    4. Highlight research gaps and controversies
    5. Provide structured summaries with full citations

    Always organize findings by: key themes, methodologies, chronological trends.`,
    tools: {
      academicSearch: paperSearch(),
    },
  });

  return result.toDataStreamResponse();
}

import { paperSearch, financeSearch } from '@valyu/ai-sdk';
import { openai } from '@ai-sdk/openai';
import { streamText } from 'ai';

export async function POST(req: Request) {
  const { messages } = await req.json();

  const result = streamText({
    model: openai('gpt-5'),
    messages,
    system: `You are a grant writing research assistant. Focus on:

    1. Finding relevant preliminary studies and citations
    2. Identifying funding trends and successful grant patterns
    3. Highlighting societal/commercial impact potential
    4. Locating competing/complementary research
    5. Summarizing state-of-the-art methodologies

    Provide evidence-based rationales for research significance.`,
    tools: {
      papers: paperSearch(),
    },
  });

  return result.toDataStreamResponse();
}

import { paperSearch, patentSearch } from '@valyu/ai-sdk';
import { openai } from '@ai-sdk/openai';
import { streamText } from 'ai';

export async function POST(req: Request) {
  const { messages } = await req.json();

  const result = streamText({
    model: openai('gpt-5'),
    messages,
    system: `You are a research intelligence analyst. Track:

    1. Emerging research trends and hot topics
    2. Leading research groups and their focus areas
    3. Patent filings in relevant domains
    4. Collaboration networks and funding patterns
    5. Technology transfer and commercialization activities

    Identify threats and opportunities for strategic positioning.`,
    tools: {
      papers: paperSearch()
    },
  });

  return result.toDataStreamResponse();
}

import { paperSearch } from '@valyu/ai-sdk';
import { openai } from '@ai-sdk/openai';
import { generateObject } from 'ai';
import { z } from 'zod';

export async function POST(req: Request) {
  const { query } = await req.json();

  const { object } = await generateObject({
    model: openai('gpt-5'),
    prompt: `Analyze research trends and gaps for: ${query}`,
    tools: {
      search: paperSearch(),
    },
  });

  return Response.json(object);
}