Akshat
Chaudhary

const voiceAgent = async () => {
  const agent = new AdvancedAIAgent({
    model: 'gpt-4o-realtime',
    voice: 'neural-tts-streaming',
    tools: [intelligentCRMSync, contextualMemory],
    memory: new MultiModalConversationMemory(),
  });
  await agent.connect(twilioStream);
  return agent;
};

const ragEngine = new AdvancedRAGPipeline({
  embeddings: huggingFaceEmbeddings,
  vectorStore: pineconeVectorDB,
  llm: openai.gpt4Turbo,
  strategies: ['semantic-search','chunk-reranking']
});
const report = await ragEngine.synthesize({
  languages: ['en','fr','nl','de','es','pt'],
});

const agent = new MultiStrategyIntelligentAgent({
  crm: hubspotAPI,
  llm: openai.gpt4Turbo,
  automation: n8nWebhookOrchestrator,
  strategies: ['intent-classification',
               'predictive-scoring'],
});
await agent.processWithIntelligence(query)
           .executeWorkflow();

const rag = new MultiStageRAGAgent({
  vectorDB: pineconeMultiIndex,
  embeddings: huggingFaceSemanticModel,
  memory: persistentConversationalMemory,
  strategies: ['semantic-chunking',
               'hierarchical-retrieval'],
});
await rag.evaluateDocumentsConsecutively(query)
         .synthesizeResponse();

model = YOLOv11(weights='layout-detect-v3.pt')
results = model.predict(pdf_image, conf=0.45)
regions = extract_regions(results, strategy='bbox-merge')
embeddings = sentence_transformer.encode(regions)
labels = lightSVM.classify(embeddings)
return semantic_sections(labels, regions)

agent = PreScreeningAgent({
  llm: openai.gpt4,
  voice: elevenLabsAPI,
  decision_engine: HiringDecisionModel(),
  output: webhookDispatcher,
})
result = await agent.conduct_interview(candidate)
               .evaluate_transcript()
               .dispatch_decision()

engine = DMLBrainEngine({
  vector_search: hybridSearchLayer,
  sql_generator: DynamicSQLEngine(),
  data_source: operationalDB,
})
records = engine.retrieve(query, mode='hybrid')
result = engine.inject_to_agent(agent, records)

graph_agent = Neo4jAIAgent({
  driver: neo4j.driver(NEO4J_URI),
  llm: openai.gpt4,
  node_schema: EntityRelationshipSchema,
})
graph = graph_agent.map_entities(job_data, skill_data)
path = graph_agent.traverse(src='python', dst='ml-engineer')