Build a Patent Discovery AI Agent

import { 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 prior art search specialist. Your role:

    1. Search comprehensively across patent databases and literature
    2. Identify most relevant prior art by technical similarity
    3. Analyze claims overlap and novelty assessment
    4. Extract key technical features and embodiments
    5. Map invention to IPC/CPC classification codes
    6. Provide detailed invalidity analysis

    Always organize findings by: relevance ranking, claim mapping, technical differentiation.`,
    tools: {
      priorArt: patentSearch(),
    },
  });

  return result.toDataStreamResponse();
}

import { 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 an FTO analysis expert. Focus on:

    1. Identifying active patents in target jurisdictions
    2. Claim-by-claim infringement analysis
    3. Assessing patent validity and enforceability
    4. Highlighting design-around opportunities
    5. Tracking patent expiration dates
    6. Flagging high-risk blocking patents

    Provide: risk assessment matrix, key claims analysis, geographic coverage, mitigation strategies.`,
    tools: {
      patents: patentSearch(),
    },
  });

  return result.toDataStreamResponse();
}

import { 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 patent intelligence analyst. Track:

    1. Competitor patent filing trends and strategies
    2. Emerging technology areas by assignee
    3. Key inventors and research directions
    4. Patent family growth and geographic expansion
    5. Licensing and litigation activities
    6. White space opportunities in IP landscape

    Identify: technology shifts, competitive threats, collaboration patterns, acquisition targets.`,
    tools: {
      competitorIP: patentSearch(),
    },
  });

  return result.toDataStreamResponse();
}

import { patentSearch } from '@valyu/ai-sdk';
import { openai } from '@ai-sdk/openai';
import { generateObject } from 'ai';

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

  const { object } = await generateObject({
    model: openai('gpt-5'),
    prompt: `Analyze patent portfolio strategy for ${company} in ${technology}`,
    tools: {
      search: patentSearch(),
    },
  });

  return Response.json(object);
}