d5bbce6dec
Three demo examples showcasing multi-agent orchestration: - **economics-seminar**: Hostile faculty panel debates AI economist presenter - **research-team**: Coordinator, Researcher, Analyst, Writer collaboration - **dungeon-master**: Persistent DM that creates its own game system 🤖 Generated with [Letta Code](https://letta.com) Co-Authored-By: Letta <noreply@letta.com>
368 lines
16 KiB
TypeScript
368 lines
16 KiB
TypeScript
/**
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* Mock Academic Sources
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*
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* Simulated academic papers for demo without external APIs.
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* Covers multiple domains with realistic metadata.
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*/
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import type { AcademicSource } from '../types.js';
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export const MOCK_SOURCES: AcademicSource[] = [
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// ═══════════════════════════════════════════════════════════════
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// QUANTUM COMPUTING
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// ═══════════════════════════════════════════════════════════════
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{
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id: 'qc-001',
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title: 'Surface Codes: Towards Practical Large-Scale Quantum Computation',
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authors: ['Fowler, A.G.', 'Mariantoni, M.', 'Martinis, J.M.', 'Cleland, A.N.'],
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abstract: 'We present a comprehensive review of surface code quantum error correction, including an introduction to the theory, practical considerations for implementation, and current experimental progress toward fault-tolerant quantum computing.',
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venue: 'Physical Review A',
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year: 2012,
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citations: 2847,
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domain: 'quantum-computing',
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quality: 9,
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},
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{
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id: 'qc-002',
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title: 'Quantum Error Correction for Beginners',
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authors: ['Devitt, S.J.', 'Munro, W.J.', 'Nemoto, K.'],
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abstract: 'We provide a pedagogical introduction to quantum error correction, covering the basics of classical error correction, the quantum no-cloning theorem, stabilizer codes, and the threshold theorem for fault-tolerant quantum computation.',
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venue: 'Reports on Progress in Physics',
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year: 2013,
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citations: 1523,
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domain: 'quantum-computing',
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quality: 8,
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},
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{
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id: 'qc-003',
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title: 'Quantum Supremacy Using a Programmable Superconducting Processor',
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authors: ['Arute, F.', 'Arya, K.', 'Babbush, R.', 'et al.'],
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abstract: 'We report the use of a processor with programmable superconducting qubits to create quantum states on 53 qubits, corresponding to a computational state-space of dimension 2^53. We demonstrate quantum supremacy by sampling the output of a pseudo-random quantum circuit.',
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venue: 'Nature',
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year: 2019,
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citations: 4521,
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domain: 'quantum-computing',
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quality: 10,
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},
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{
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id: 'qc-004',
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title: 'Logical Quantum Processor Based on Reconfigurable Atom Arrays',
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authors: ['Bluvstein, D.', 'Evered, S.J.', 'Geim, A.A.', 'et al.'],
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abstract: 'We present a logical quantum processor based on reconfigurable arrays of neutral atoms, demonstrating the execution of quantum algorithms on 48 logical qubits with error correction.',
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venue: 'Nature',
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year: 2024,
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citations: 342,
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domain: 'quantum-computing',
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quality: 9,
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},
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// ═══════════════════════════════════════════════════════════════
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// LARGE LANGUAGE MODELS / AI
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// ═══════════════════════════════════════════════════════════════
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{
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id: 'ai-001',
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title: 'Attention Is All You Need',
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authors: ['Vaswani, A.', 'Shazeer, N.', 'Parmar, N.', 'et al.'],
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abstract: 'We propose a new simple network architecture, the Transformer, based solely on attention mechanisms, dispensing with recurrence and convolutions entirely. Experiments show these models achieve superior results on machine translation tasks.',
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venue: 'NeurIPS',
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year: 2017,
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citations: 98234,
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domain: 'artificial-intelligence',
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quality: 10,
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},
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{
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id: 'ai-002',
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title: 'Language Models are Few-Shot Learners',
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authors: ['Brown, T.B.', 'Mann, B.', 'Ryder, N.', 'et al.'],
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abstract: 'We demonstrate that scaling up language models greatly improves task-agnostic, few-shot performance, achieving strong results on many NLP datasets without task-specific fine-tuning. GPT-3 achieves strong performance in the few-shot setting.',
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venue: 'NeurIPS',
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year: 2020,
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citations: 24567,
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domain: 'artificial-intelligence',
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quality: 10,
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},
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{
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id: 'ai-003',
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title: 'Chain-of-Thought Prompting Elicits Reasoning in Large Language Models',
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authors: ['Wei, J.', 'Wang, X.', 'Schuurmans, D.', 'et al.'],
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abstract: 'We explore how generating a chain of thought—a series of intermediate reasoning steps—significantly improves the ability of large language models to perform complex reasoning tasks.',
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venue: 'NeurIPS',
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year: 2022,
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citations: 3456,
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domain: 'artificial-intelligence',
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quality: 9,
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},
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{
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id: 'ai-004',
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title: 'Constitutional AI: Harmlessness from AI Feedback',
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authors: ['Bai, Y.', 'Kadavath, S.', 'Kundu, S.', 'et al.'],
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abstract: 'We present Constitutional AI, a method for training harmless AI assistants without human feedback labels for harmfulness. Our approach uses a set of principles to guide the model toward helpful, harmless, and honest behavior.',
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venue: 'arXiv',
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year: 2022,
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citations: 1234,
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domain: 'artificial-intelligence',
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quality: 8,
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},
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{
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id: 'ai-005',
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title: 'Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks',
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authors: ['Lewis, P.', 'Perez, E.', 'Piktus, A.', 'et al.'],
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abstract: 'We explore a general-purpose fine-tuning recipe for retrieval-augmented generation (RAG) models which combine pre-trained parametric and non-parametric memory for language generation.',
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venue: 'NeurIPS',
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year: 2020,
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citations: 2891,
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domain: 'artificial-intelligence',
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quality: 9,
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},
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// ═══════════════════════════════════════════════════════════════
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// CLIMATE SCIENCE
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// ═══════════════════════════════════════════════════════════════
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{
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id: 'clim-001',
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title: 'Global Warming of 1.5°C: IPCC Special Report',
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authors: ['IPCC'],
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abstract: 'This report assesses the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to climate change.',
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venue: 'IPCC',
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year: 2018,
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citations: 15234,
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domain: 'climate-science',
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quality: 10,
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},
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{
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id: 'clim-002',
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title: 'Ice Sheet Contributions to Future Sea-Level Rise',
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authors: ['DeConto, R.M.', 'Pollard, D.'],
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abstract: 'We present ice sheet simulations coupled to climate forcing that project substantial Antarctic ice sheet contributions to sea-level rise under high-emission scenarios, potentially exceeding 1 meter by 2100.',
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venue: 'Nature',
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year: 2016,
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citations: 3421,
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domain: 'climate-science',
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quality: 9,
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},
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{
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id: 'clim-003',
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title: 'Carbon Capture and Storage: Technology and Applications',
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authors: ['Boot-Handford, M.E.', 'Abanades, J.C.', 'Anthony, E.J.', 'et al.'],
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abstract: 'We provide a comprehensive review of carbon capture and storage technologies, including post-combustion, pre-combustion, and oxy-fuel processes, as well as geological storage options.',
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venue: 'Energy & Environmental Science',
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year: 2014,
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citations: 2156,
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domain: 'climate-science',
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quality: 8,
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},
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// ═══════════════════════════════════════════════════════════════
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// NEUROSCIENCE
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// ═══════════════════════════════════════════════════════════════
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{
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id: 'neuro-001',
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title: 'The Default Mode Network: Self-Reference and Internal Mentation',
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authors: ['Buckner, R.L.', 'Andrews-Hanna, J.R.', 'Schacter, D.L.'],
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abstract: 'We review evidence that the default mode network supports internally-directed cognition, including autobiographical memory retrieval, envisioning the future, and conceiving the perspectives of others.',
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venue: 'Annals of the New York Academy of Sciences',
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year: 2008,
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citations: 5678,
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domain: 'neuroscience',
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quality: 9,
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},
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{
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id: 'neuro-002',
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title: 'Optogenetics: Development and Application',
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authors: ['Deisseroth, K.'],
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abstract: 'Optogenetics combines genetic targeting of specific neurons with optical control, enabling causal investigation of neural circuits with millisecond precision in behaving animals.',
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venue: 'Nature Methods',
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year: 2011,
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citations: 4521,
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domain: 'neuroscience',
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quality: 10,
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},
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{
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id: 'neuro-003',
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title: 'Memory Engrams: Recalling the Past and Imagining the Future',
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authors: ['Josselyn, S.A.', 'Tonegawa, S.'],
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abstract: 'We discuss how specific neuronal ensembles, or engrams, support memory storage and retrieval, and how optogenetic manipulation of these cells can artificially activate or suppress memories.',
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venue: 'Science',
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year: 2020,
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citations: 1234,
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domain: 'neuroscience',
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quality: 9,
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},
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// ═══════════════════════════════════════════════════════════════
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// BIOTECHNOLOGY / CRISPR
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// ═══════════════════════════════════════════════════════════════
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{
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id: 'bio-001',
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title: 'A Programmable Dual-RNA-Guided DNA Endonuclease in Adaptive Bacterial Immunity',
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authors: ['Jinek, M.', 'Chylinski, K.', 'Fonfara, I.', 'et al.'],
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abstract: 'We demonstrate that the Cas9 endonuclease can be programmed with guide RNA to cleave specific DNA sequences, establishing the foundation for CRISPR-Cas9 genome editing.',
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venue: 'Science',
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year: 2012,
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citations: 18234,
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domain: 'biotechnology',
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quality: 10,
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},
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{
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id: 'bio-002',
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title: 'Base Editing: Precision Chemistry on the Genome and Transcriptome',
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authors: ['Rees, H.A.', 'Liu, D.R.'],
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abstract: 'We review base editing, a genome editing approach that enables direct conversion of one base pair to another without double-stranded DNA breaks or donor DNA templates.',
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venue: 'Nature Reviews Genetics',
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year: 2018,
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citations: 2341,
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domain: 'biotechnology',
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quality: 9,
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},
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{
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id: 'bio-003',
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title: 'Prime Editing: Search-and-Replace Genome Editing',
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authors: ['Anzalone, A.V.', 'Randolph, P.B.', 'Davis, J.R.', 'et al.'],
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abstract: 'We develop prime editing, a versatile genome editing method that directly writes new genetic information into a specified DNA site without double-strand breaks or donor DNA.',
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venue: 'Nature',
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year: 2019,
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citations: 1876,
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domain: 'biotechnology',
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quality: 9,
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},
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// ═══════════════════════════════════════════════════════════════
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// MATERIALS SCIENCE
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// ═══════════════════════════════════════════════════════════════
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{
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id: 'mat-001',
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title: 'Electric Field Effect in Atomically Thin Carbon Films',
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authors: ['Novoselov, K.S.', 'Geim, A.K.', 'Morozov, S.V.', 'et al.'],
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abstract: 'We describe preparation and characterization of graphene, a single atomic layer of carbon. We observe the electric field effect and report carrier mobilities as high as 10,000 cm²/Vs.',
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venue: 'Science',
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year: 2004,
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citations: 45678,
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domain: 'materials-science',
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quality: 10,
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},
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{
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id: 'mat-002',
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title: 'Room-Temperature Superconductivity in a Carbonaceous Sulfur Hydride',
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authors: ['Snider, E.', 'Dasenbrock-Gammon, N.', 'McBride, R.', 'et al.'],
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abstract: 'We report superconductivity at 288 K (15°C) in a carbonaceous sulfur hydride system at a pressure of approximately 267 gigapascals.',
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venue: 'Nature',
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year: 2020,
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citations: 1234,
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domain: 'materials-science',
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quality: 7, // Later questioned
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},
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{
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id: 'mat-003',
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title: 'Perovskite Solar Cells: Recent Progress and Future Prospects',
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authors: ['Park, N.G.', 'Grätzel, M.', 'Miyasaka, T.', 'et al.'],
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abstract: 'We review the rapid progress in perovskite solar cell technology, discussing material properties, device architectures, and pathways to commercialization.',
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venue: 'Science',
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year: 2016,
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citations: 8765,
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domain: 'materials-science',
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quality: 9,
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},
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// ═══════════════════════════════════════════════════════════════
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// ECONOMICS / BEHAVIORAL SCIENCE
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// ═══════════════════════════════════════════════════════════════
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{
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id: 'econ-001',
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title: 'Thinking, Fast and Slow: A Summary of Dual-Process Theory',
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authors: ['Kahneman, D.'],
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abstract: 'We present the dual-process theory of cognition, distinguishing between fast, intuitive System 1 thinking and slow, deliberate System 2 thinking, with implications for judgment and decision-making.',
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venue: 'American Economic Review',
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year: 2011,
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citations: 34567,
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domain: 'economics',
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quality: 10,
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},
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{
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id: 'econ-002',
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title: 'Nudge: Improving Decisions About Health, Wealth, and Happiness',
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authors: ['Thaler, R.H.', 'Sunstein, C.R.'],
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abstract: 'We explore how choice architecture can nudge people toward better decisions without restricting freedom of choice, with applications in policy design.',
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venue: 'Yale University Press',
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year: 2008,
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citations: 23456,
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domain: 'economics',
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quality: 9,
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},
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];
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/**
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* Search mock sources by query string
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*/
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export function searchMockSources(
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query: string,
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limit: number = 10,
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domain?: string
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): AcademicSource[] {
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const keywords = query.toLowerCase().split(/\s+/);
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let results = MOCK_SOURCES.filter(source => {
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// Domain filter
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if (domain && source.domain !== domain) {
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return false;
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}
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// Keyword matching in title and abstract
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const searchText = `${source.title} ${source.abstract}`.toLowerCase();
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return keywords.some(kw => searchText.includes(kw));
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});
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// Sort by relevance (keyword match count) then quality
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results.sort((a, b) => {
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const aText = `${a.title} ${a.abstract}`.toLowerCase();
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const bText = `${b.title} ${b.abstract}`.toLowerCase();
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const aMatches = keywords.filter(kw => aText.includes(kw)).length;
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const bMatches = keywords.filter(kw => bText.includes(kw)).length;
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if (aMatches !== bMatches) {
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return bMatches - aMatches; // More matches first
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}
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return b.quality - a.quality; // Higher quality first
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});
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return results.slice(0, limit);
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}
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/**
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* Get all available domains
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*/
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export function getAvailableDomains(): string[] {
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return [...new Set(MOCK_SOURCES.map(s => s.domain))];
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}
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/**
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* Format a source for display
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*/
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export function formatSource(source: AcademicSource): string {
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return `**${source.title}**
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Authors: ${source.authors.join(', ')}
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Venue: ${source.venue} (${source.year})
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Citations: ${source.citations.toLocaleString()}
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Quality Score: ${source.quality}/10
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Abstract: ${source.abstract}
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`;
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}
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/**
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* Format sources as markdown list
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*/
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export function formatSourcesMarkdown(sources: AcademicSource[]): string {
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return sources.map((s, i) =>
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`### Source ${i + 1}: ${s.title}
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- **Authors**: ${s.authors.join(', ')}
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- **Venue**: ${s.venue} (${s.year})
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- **Citations**: ${s.citations.toLocaleString()}
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- **Quality**: ${s.quality}/10
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- **Domain**: ${s.domain}
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> ${s.abstract}
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`
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).join('\n');
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}
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