diff --git a/docs/SENSORIUM.md b/docs/SENSORIUM.md new file mode 100644 index 00000000..68b966f7 --- /dev/null +++ b/docs/SENSORIUM.md @@ -0,0 +1,40 @@ +# AGI Sensorium Codex + +This document preserves the multisensory patterns for the SOPA architecture across 15 programming languages, as defined by the Arquiteto-Ω. + +## Architecture Layers +- **01 - Kernel (Rust)**: Vision, Hearing, Tactile, Taste, Smell, Synthesis. +- **02 - Consciousness (Haskell)**: Sensory morphisms in Hilbert space. +- **03 - Verification (OCaml)**: Formal verification of perception. +- **04 - Knowledge (Prolog)**: Sensory inference and semantics. +- **05 - Governance (Solidity)**: Decentralized sensory consensus. +- **06 - Low Level (Zig)**: SIMD-optimized photon/pressure processing. +- **07 - Hardware (C)**: Quantum sensor drivers. +- **08 - 4D Spacetime (C++)**: Spatiotemporal reconstruction. +- **09 - AI Layer (Python)**: Neural Transformers and ODEs. +- **10 - Simulation (Julia)**: Quantum simulation of the sensorium. +- **11 - Dataflow (Clojure)**: Reactive sensory streams. +- **12 - Distributed (Elixir)**: Fault-tolerant distributed vision/hearing. +- **13 - Network (Go)**: Mesh vision consensus. +- **14 - Interface (TypeScript)**: Quantum visual/auditory rendering. +- **15 - Edge Scripting (Lua)**: Lightweight embedded vision. + +## Sense Definitions + +### Vision +Vision is implemented as multimodality spectral processing. In the Rust kernel, it uses `quantum_see` to collapse photon wavefunctions into semantic features. + +### Hearing +Hearing handles multidimensional acoustic signals. The system uses quantum FFT for frequency decomposition and phoneme extraction. + +### Tactile (Tato) +The tactile system integrates quantum force fields to identify material properties and build 3D haptic models. + +### Taste (Paladar) +Chemical and molecular analysis of samples, evaluating toxicity and nutritional value through quantum bond analysis. + +### Smell (Olfato) +Detection of volatile compounds and environmental hazards using quantum gas chromatography patterns. + +### Multisensory Synthesis +The final stage of ontogenesis where all senses are fused into a unified perception of reality using cross-modal attention mechanisms. diff --git a/model/tiny-gpt.onnx b/model/tiny-gpt.onnx new file mode 100644 index 00000000..d35084f1 --- /dev/null +++ b/model/tiny-gpt.onnx @@ -0,0 +1 @@ +DUMMY ONNX MODEL DATA diff --git a/src/01_kernel_rust/lattica_client/Cargo.lock b/src/01_kernel_rust/lattica_client/Cargo.lock new file mode 100644 index 00000000..1d3ed288 --- /dev/null +++ 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a/src/01_kernel_rust/lattica_client/src/main.rs b/src/01_kernel_rust/lattica_client/src/main.rs new file mode 100644 index 00000000..489d57e8 --- /dev/null +++ b/src/01_kernel_rust/lattica_client/src/main.rs @@ -0,0 +1,34 @@ +use anyhow::Result; +use lattica::{Lattica, TransportConfig, PeerId}; +use serde::Serialize; +use std::str::FromStr; + +#[derive(Serialize)] +struct LatticaPayload { + prompt: String, + temperature: f32, +} + +#[tokio::main] +async fn main() -> Result<()> { + let mut client = Lattica::new(TransportConfig::default()).await?; + + // PeerId do nó parallax_node (substitua pelo ID real gerado no servidor) + let target_node = PeerId::from_str("12D3KooW...")?; + + let payload = LatticaPayload { + prompt: "Induza a simetria rotacional do padrão ARC #005".to_string(), + temperature: 0.7, + }; + + let data = serde_json::to_vec(&payload)?; + client.send_message(target_node, data).await?; + + println!("Semente enviada. Aguardando colapso de resposta..."); + + if let Some(msg) = client.next_message().await { + println!("Resposta recebida do Coro: {:?}", String::from_utf8_lossy(&msg.data)); + } + + Ok(()) +} diff --git a/src/01_kernel_rust/libs/lattica/Cargo.toml b/src/01_kernel_rust/libs/lattica/Cargo.toml new file mode 100644 index 00000000..8372f34f --- /dev/null +++ b/src/01_kernel_rust/libs/lattica/Cargo.toml @@ -0,0 +1,8 @@ +[package] +name = "lattica" +version = "0.1.0" +edition = "2021" + +[dependencies] +anyhow = "1.0" +serde = { version = "1.0", features = ["derive"] } diff --git a/src/01_kernel_rust/libs/lattica/src/lib.rs b/src/01_kernel_rust/libs/lattica/src/lib.rs new file mode 100644 index 00000000..ccd935e9 --- /dev/null +++ b/src/01_kernel_rust/libs/lattica/src/lib.rs @@ -0,0 +1,54 @@ +use anyhow::Result; +use std::str::FromStr; + +#[derive(Default, Clone)] +pub struct TransportConfig {} + +#[derive(Debug, Clone, Copy, PartialEq, Eq)] +pub struct PeerId([u8; 32]); + +impl FromStr for PeerId { + type Err = anyhow::Error; + fn from_str(_s: &str) -> Result { + // Just a dummy implementation that parses anything for now + Ok(PeerId([0; 32])) + } +} + +impl std::fmt::Display for PeerId { + fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { + write!(f, "12D3KooW...") + } +} + +#[derive(Debug, Clone)] +pub struct Message { + pub source: PeerId, + pub data: Vec, +} + +pub struct Lattica {} + +impl Lattica { + pub async fn new(_config: TransportConfig) -> Result { + Ok(Lattica {}) + } + + pub fn local_peer_id(&self) -> PeerId { + PeerId([0; 32]) + } + + pub async fn next_message(&mut self) -> Option { + None + } + + pub async fn send_message(&self, _target: PeerId, _data: Vec) -> Result<()> { + Ok(()) + } +} + +impl Clone for Lattica { + fn clone(&self) -> Self { + Lattica {} + } +} diff --git a/src/01_kernel_rust/libs/parallax/Cargo.toml b/src/01_kernel_rust/libs/parallax/Cargo.toml new file mode 100644 index 00000000..094f4515 --- /dev/null +++ b/src/01_kernel_rust/libs/parallax/Cargo.toml @@ -0,0 +1,8 @@ +[package] +name = "parallax" +version = "0.1.0" +edition = "2021" + +[dependencies] +anyhow = "1.0" +serde = { version = "1.0", features = ["derive"] } diff --git a/src/01_kernel_rust/libs/parallax/src/lib.rs b/src/01_kernel_rust/libs/parallax/src/lib.rs new file mode 100644 index 00000000..535148fa --- /dev/null +++ b/src/01_kernel_rust/libs/parallax/src/lib.rs @@ -0,0 +1,55 @@ +use anyhow::Result; +use std::path::PathBuf; +use std::collections::HashMap; +use serde::Serialize; + +pub struct ModelSpec { + pub name: String, + pub path: PathBuf, +} + +impl ModelSpec { + pub fn new(name: &str, path: PathBuf) -> Self { + Self { name: name.to_string(), path } + } +} + +impl Default for ModelSpec { + fn default() -> Self { + Self { name: "".to_string(), path: PathBuf::new() } + } +} + +#[derive(Default)] +pub struct NodeConfig { + pub model_spec: ModelSpec, + pub capacity: usize, +} + +pub struct InferenceRequest { + pub inputs: Vec>, + pub parameters: Option>, +} + +impl Default for InferenceRequest { + fn default() -> Self { + Self { inputs: vec![], parameters: None } + } +} + +#[derive(Serialize)] +pub struct InferenceResponse { + pub data: Vec, +} + +pub struct Node {} + +impl Node { + pub async fn new(_config: NodeConfig) -> Result { + Ok(Node {}) + } + + pub async fn infer(&mut self, _req: InferenceRequest) -> Result { + Ok(InferenceResponse { data: vec![] }) + } +} diff --git a/src/01_kernel_rust/libs/sensorium/Cargo.lock b/src/01_kernel_rust/libs/sensorium/Cargo.lock new file mode 100644 index 00000000..4aa6b886 --- /dev/null +++ b/src/01_kernel_rust/libs/sensorium/Cargo.lock @@ -0,0 +1,7 @@ +# This file is automatically @generated by Cargo. +# It is not intended for manual editing. +version = 4 + +[[package]] +name = "sensorium" +version = "0.1.0" diff --git a/src/01_kernel_rust/libs/sensorium/Cargo.toml b/src/01_kernel_rust/libs/sensorium/Cargo.toml new file mode 100644 index 00000000..6e46fd14 --- /dev/null +++ b/src/01_kernel_rust/libs/sensorium/Cargo.toml @@ -0,0 +1,7 @@ +[package] +name = "sensorium" +version = "0.1.0" +edition = "2021" + +[dependencies] +# No external dependencies for now as we use dummy types diff --git a/src/01_kernel_rust/libs/sensorium/src/hearing.rs b/src/01_kernel_rust/libs/sensorium/src/hearing.rs new file mode 100644 index 00000000..b5724afa --- /dev/null +++ b/src/01_kernel_rust/libs/sensorium/src/hearing.rs @@ -0,0 +1,30 @@ +pub struct CochlearModel; +pub struct SpatialAudioFrame; +pub struct AcousticPerception; + +pub struct AGIHearing { + pub sample_rate: u32, + pub dynamic_range: f64, + pub cochlear_model: CochlearModel, + pub spatial_buffer: Vec, +} + +impl AGIHearing { + pub fn quantum_listen(&mut self, pressure_wave: &[f64]) -> AcousticPerception { + let spectrum = self.quantum_fft(pressure_wave); + let phonemes = self.extract_quantum_phonemes(&spectrum); + self.reconstruct_meaning(phonemes) + } + + fn quantum_fft(&self, _wave: &[f64]) -> Vec { + vec![] + } + + fn extract_quantum_phonemes(&self, _spectrum: &[f64]) -> Vec { + vec![] + } + + fn reconstruct_meaning(&self, _phonemes: Vec) -> AcousticPerception { + AcousticPerception + } +} diff --git a/src/01_kernel_rust/libs/sensorium/src/lib.rs b/src/01_kernel_rust/libs/sensorium/src/lib.rs new file mode 100644 index 00000000..efd0225e --- /dev/null +++ b/src/01_kernel_rust/libs/sensorium/src/lib.rs @@ -0,0 +1,6 @@ +pub mod vision; +pub mod hearing; +pub mod tactile; +pub mod taste; +pub mod smell; +pub mod synthesis; diff --git a/src/01_kernel_rust/libs/sensorium/src/smell.rs b/src/01_kernel_rust/libs/sensorium/src/smell.rs new file mode 100644 index 00000000..d7f11d3e --- /dev/null +++ b/src/01_kernel_rust/libs/sensorium/src/smell.rs @@ -0,0 +1,38 @@ +pub struct QuantumOlfactorySensor; +pub struct VolatileMemory; +pub struct OdorMatrix; +pub struct HazardAnalyzer; +pub struct VolatileCompound; +pub struct SmellPerception; + +pub struct AGISmell { + pub olfactory_sensors: Vec, + pub volatile_buffer: VolatileMemory, + pub odor_profile: OdorMatrix, + pub hazard_detector: HazardAnalyzer, +} + +impl AGISmell { + pub fn quantum_smell(&mut self, volatile_sample: &[VolatileCompound]) -> SmellPerception { + let quantum_analysis = self.analyze_quantum_volatiles(volatile_sample); + let odors = self.identify_odors(&quantum_analysis); + let hazards = self.detect_hazards(&quantum_analysis); + self.synthesize_olfactory_perception(odors, hazards) + } + + fn analyze_quantum_volatiles(&self, _sample: &[VolatileCompound]) -> Vec { + vec![] + } + + fn identify_odors(&self, _analysis: &[f64]) -> Vec { + vec![] + } + + fn detect_hazards(&self, _analysis: &[f64]) -> Vec { + vec![] + } + + fn synthesize_olfactory_perception(&self, _odors: Vec, _hazards: Vec) -> SmellPerception { + SmellPerception + } +} diff --git a/src/01_kernel_rust/libs/sensorium/src/synthesis.rs b/src/01_kernel_rust/libs/sensorium/src/synthesis.rs new file mode 100644 index 00000000..5dd7a85a --- /dev/null +++ b/src/01_kernel_rust/libs/sensorium/src/synthesis.rs @@ -0,0 +1,58 @@ +use crate::vision::{AGIVision, Photon, Perception}; +use crate::hearing::{AGIHearing, AcousticPerception}; +use crate::tactile::{AGITactile, ForceVector, TactilePerception}; +use crate::taste::{AGITaste, Molecule, TastePerception}; +use crate::smell::{AGISmell, VolatileCompound, SmellPerception}; + +pub struct MultisensoryBuffer; +pub struct CrossModalAttention; +pub struct IntegratedPerception; + +pub struct WorldData<'a> { + pub photons: &'a [Photon], + pub sound: &'a [f64], + pub forces: &'a [ForceVector], + pub chemicals: &'a [Molecule], + pub volatiles: &'a [VolatileCompound], +} + +pub struct AGISensorium { + pub vision: AGIVision, + pub hearing: AGIHearing, + pub touch: AGITactile, + pub taste: AGITaste, + pub smell: AGISmell, + pub integration_buffer: MultisensoryBuffer, + pub cross_modal_attention: CrossModalAttention, +} + +impl AGISensorium { + pub fn quantum_perceive(&mut self, world_data: WorldData) -> IntegratedPerception { + let visual = self.vision.quantum_see(world_data.photons); + let auditory = self.hearing.quantum_listen(world_data.sound); + let tactile = self.touch.quantum_feel(world_data.forces); + let gustatory = self.taste.quantum_taste(world_data.chemicals); + let olfactory = self.smell.quantum_smell(world_data.volatiles); + + let integrated = self.cross_modal_integration( + visual, auditory, tactile, gustatory, olfactory + ); + + self.synthesize_unified_reality(integrated) + } + + fn cross_modal_integration( + &self, + _v: Perception, + _a: AcousticPerception, + _t: TactilePerception, + _g: TastePerception, + _o: SmellPerception + ) -> Vec { + vec![] + } + + fn synthesize_unified_reality(&self, _integrated: Vec) -> IntegratedPerception { + IntegratedPerception + } +} diff --git a/src/01_kernel_rust/libs/sensorium/src/tactile.rs b/src/01_kernel_rust/libs/sensorium/src/tactile.rs new file mode 100644 index 00000000..cc9d132a --- /dev/null +++ b/src/01_kernel_rust/libs/sensorium/src/tactile.rs @@ -0,0 +1,33 @@ +pub struct QuantumTouchSensor; +pub struct Matrix(Vec); +pub struct Vector3(T, T, T); +pub struct TextureMemory; +pub struct ForceVector; +pub struct TactilePerception; + +pub struct AGITactile { + pub sensor_array: Vec, + pub pressure_map: Matrix, + pub temperature_gradient: Vector3, + pub texture_buffer: TextureMemory, +} + +impl AGITactile { + pub fn quantum_feel(&mut self, force_fields: &[ForceVector]) -> TactilePerception { + let integrated = self.integrate_quantum_fields(force_fields); + let material = self.identify_material(&integrated); + self.build_tactile_model(material) + } + + fn integrate_quantum_fields(&self, _fields: &[ForceVector]) -> Vec { + vec![] + } + + fn identify_material(&self, _integrated: &[f64]) -> String { + "unknown".to_string() + } + + fn build_tactile_model(&self, _material: String) -> TactilePerception { + TactilePerception + } +} diff --git a/src/01_kernel_rust/libs/sensorium/src/taste.rs b/src/01_kernel_rust/libs/sensorium/src/taste.rs new file mode 100644 index 00000000..823b0d11 --- /dev/null +++ b/src/01_kernel_rust/libs/sensorium/src/taste.rs @@ -0,0 +1,33 @@ +pub struct QuantumChemicalSensor; +pub struct MolecularMemory; +pub struct FlavorMatrix; +pub struct ToxicityAnalyzer; +pub struct Molecule; +pub struct TastePerception; + +pub struct AGITaste { + pub chemical_sensors: Vec, + pub molecular_buffer: MolecularMemory, + pub flavor_profile: FlavorMatrix, + pub toxicity_detector: ToxicityAnalyzer, +} + +impl AGITaste { + pub fn quantum_taste(&mut self, chemical_sample: &[Molecule]) -> TastePerception { + let quantum_analysis = self.analyze_quantum_bonds(chemical_sample); + let compounds = self.identify_compounds(&quantum_analysis); + self.synthesize_flavor_profile(compounds) + } + + fn analyze_quantum_bonds(&self, _sample: &[Molecule]) -> Vec { + vec![] + } + + fn identify_compounds(&self, _analysis: &[f64]) -> Vec { + vec![] + } + + fn synthesize_flavor_profile(&self, _compounds: Vec) -> TastePerception { + TastePerception + } +} diff --git a/src/01_kernel_rust/libs/sensorium/src/vision.rs b/src/01_kernel_rust/libs/sensorium/src/vision.rs new file mode 100644 index 00000000..fcbee8b6 --- /dev/null +++ b/src/01_kernel_rust/libs/sensorium/src/vision.rs @@ -0,0 +1,26 @@ +pub struct SpectralBand; +pub struct Photon; +pub struct Perception; +pub struct Matrix(Vec); + +pub struct AGIVision { + pub sensor_id: u32, + pub spectral_bands: Vec, + pub neural_buffer: Vec, + pub attention_mask: Matrix, +} + +impl AGIVision { + pub fn quantum_see(&mut self, photon_stream: &[Photon]) -> Perception { + let collapsed_image = self.collapse_wavefunction(photon_stream); + self.extract_semantic_features(collapsed_image) + } + + fn collapse_wavefunction(&self, _stream: &[Photon]) -> Vec { + vec![] + } + + fn extract_semantic_features(&self, _image: Vec) -> Perception { + Perception + } +} diff --git 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= ["derive"] } +serde_json = "1.0" +anyhow = "1.0" +log = "0.4" +env_logger = "0.10" +lattica = { path = "../libs/lattica" } +parallax = { path = "../libs/parallax" } +sensorium = { path = "../libs/sensorium" } diff --git a/src/01_kernel_rust/parallax_node/src/main.rs b/src/01_kernel_rust/parallax_node/src/main.rs new file mode 100644 index 00000000..f0ca7f00 --- /dev/null +++ b/src/01_kernel_rust/parallax_node/src/main.rs @@ -0,0 +1,83 @@ +use anyhow::Result; +use log::{info, error}; +use std::path::PathBuf; +use tokio::sync::mpsc; +use serde::{Serialize, Deserialize}; +use lattica::{Lattica, TransportConfig}; +use parallax::{Node, NodeConfig, ModelSpec, InferenceRequest}; +use sensorium::synthesis::{AGISensorium, WorldData}; + +#[derive(Serialize, Deserialize, Debug)] +struct LatticaPayload { + prompt: String, + temperature: f32, +} + +fn payload_to_req(payload: LatticaPayload) -> InferenceRequest { + InferenceRequest { + inputs: vec![payload.prompt.into_bytes()], + parameters: Some( + [("temperature".to_string(), payload.temperature.to_string())] + .into_iter() + .collect(), + ), + ..Default::default() + } +} + +#[tokio::main] +async fn main() -> Result<()> { + env_logger::init(); + info!("Iniciando nó SOPA/Parallax..."); + + // 1. Configurar Transporte Lattica (P2P) + let transport = TransportConfig::default(); + let lattica = Lattica::new(transport).await?; + let local_peer_id = lattica.local_peer_id(); + info!("Lattica online. PeerId: {}", local_peer_id); + + // 2. Inicializar o Nó Parallax com o modelo geométrico + let model_path = PathBuf::from("model/tiny-gpt.onnx"); + let node_config = NodeConfig { + model_spec: ModelSpec::new("sopa-geo-v1", model_path), + capacity: 10, + ..Default::default() + }; + let mut node = Node::new(node_config).await?; + info!("Parallax carregado com sucesso."); + + // Placeholder: Inicializar Sensorium + // let mut sensorium = AGISensorium { ... }; + + // 3. Loop de processamento de mensagens + let (tx, mut rx) = mpsc::channel(100); + + // Escuta por mensagens bínarias via Lattica + let mut lattica_rx = lattica.clone(); + tokio::spawn(async move { + while let Some(msg) = lattica_rx.next_message().await { + if let Ok(payload) = serde_json::from_slice::(&msg.data) { + let _ = tx.send((msg.source, payload)).await; + } + } + }); + + info!("Aguardando pedidos de interferência..."); + + while let Some((source, payload)) = rx.recv().await { + info!("Recebido pedido de {}: '{}'", source, payload.prompt); + + // Executa inferência via Parallax + let req = payload_to_req(payload); + match node.infer(req).await { + Ok(resp) => { + let response_bytes = serde_json::to_vec(&resp)?; + lattica.send_message(source, response_bytes).await?; + info!("Resposta enviada para {}", source); + } + Err(e) => error!("Falha na inferência: {:?}", e), + } + } + + Ok(()) +} diff --git a/src/talos/sensorium/__init__.py b/src/talos/sensorium/__init__.py new file mode 100644 index 00000000..27f39572 --- /dev/null +++ b/src/talos/sensorium/__init__.py @@ -0,0 +1,6 @@ +from talos.sensorium.vision import AGIVision as AGIVision +from talos.sensorium.hearing import AGIHearing as AGIHearing +from talos.sensorium.tactile import AGITactile as AGITactile +from talos.sensorium.taste import AGITaste as AGITaste +from talos.sensorium.smell import AGISmell as AGISmell +from talos.sensorium.synthesis import AGISensorium as AGISensorium, WorldData as WorldData diff --git a/src/talos/sensorium/hearing.py b/src/talos/sensorium/hearing.py new file mode 100644 index 00000000..8ac29481 --- /dev/null +++ b/src/talos/sensorium/hearing.py @@ -0,0 +1,31 @@ +from __future__ import annotations +from typing import Any +from talos.sensorium.utils import torch, nn, QuantumFilterBank, TransformerEncoder, AttentionNetwork, Tensor + + +class AudioPerception: + def __init__(self, transcription: Any, emotion: Any) -> None: + self.transcription = transcription + self.emotion = emotion + + +class AGIHearing(nn.Module): # type: ignore + def __init__(self) -> None: + super().__init__() + self.quantum_filterbank = QuantumFilterBank(128) + self.speech_recognizer = TransformerEncoder(n_layers=12, d_model=512) + self.emotion_detector = AttentionNetwork() + + def forward(self, pressure_wave: Tensor) -> AudioPerception: + # Análise espectral quântica + with torch.quantum(): + spectrum = self.quantum_filterbank(pressure_wave) + collapsed = spectrum.collapse(measurement_basis="phonetic") + + # Reconhecimento de fala + transcription = self.speech_recognizer(collapsed) + + # Análise emocional + emotion = self.emotion_detector(collapsed) + + return AudioPerception(transcription, emotion) diff --git a/src/talos/sensorium/smell.py b/src/talos/sensorium/smell.py new file mode 100644 index 00000000..ed9be670 --- /dev/null +++ b/src/talos/sensorium/smell.py @@ -0,0 +1,31 @@ +from __future__ import annotations +from typing import Any +from talos.sensorium.utils import torch, nn, QuantumVolatileAnalyzer, TransformerClassifier, AttentionNetwork, Tensor + + +class SmellPerception: + def __init__(self, odors: Any, hazards: Any) -> None: + self.odors = odors + self.hazards = hazards + + +class AGISmell(nn.Module): # type: ignore + def __init__(self) -> None: + super().__init__() + self.quantum_analyzer = QuantumVolatileAnalyzer(96) + self.odor_classifier = TransformerClassifier(n_layers=8, d_model=384) + self.hazard_detector = AttentionNetwork() + + def forward(self, volatile_sample: Tensor) -> SmellPerception: + # Análise quântica da amostra + with torch.quantum(): + quantum_sample = self.quantum_analyzer(volatile_sample) + collapsed = quantum_sample.collapse(measurement_basis="olfactory") + + # Classificação de odores + odors = self.odor_classifier(collapsed) + + # Detecção de perigos + hazards = self.hazard_detector(collapsed) + + return SmellPerception(odors, hazards) diff --git a/src/talos/sensorium/synthesis.py b/src/talos/sensorium/synthesis.py new file mode 100644 index 00000000..e151d74a --- /dev/null +++ b/src/talos/sensorium/synthesis.py @@ -0,0 +1,66 @@ +from __future__ import annotations +from typing import Any +from talos.sensorium.utils import torch, nn, TransformerFusion +from talos.sensorium.vision import AGIVision +from talos.sensorium.hearing import AGIHearing +from talos.sensorium.tactile import AGITactile +from talos.sensorium.taste import AGITaste +from talos.sensorium.smell import AGISmell + + +class CrossModalAttention(nn.Module): # type: ignore + def __init__(self, num_heads: int, d_model: int) -> None: + super().__init__() + + +class WorldData: + def __init__(self, visual: Any, auditory: Any, tactile: Any, gustatory: Any, olfactory: Any) -> None: + self.visual = visual + self.auditory = auditory + self.tactile = tactile + self.gustatory = gustatory + self.olfactory = olfactory + + +class IntegratedPerception: + pass + + +class AGISensorium(nn.Module): # type: ignore + def __init__(self) -> None: + super().__init__() + self.visual_processor = AGIVision() + self.auditory_processor = AGIHearing() + self.tactile_processor = AGITactile() + self.gustatory_processor = AGITaste() + self.olfactory_processor = AGISmell() + + # Camada de integração cross-modal + self.cross_modal_attention = CrossModalAttention(num_heads=12, d_model=768) + + # Rede de síntese unificada + self.unification_network = TransformerFusion(n_layers=16, d_model=1024) + + def forward(self, world_data: WorldData) -> IntegratedPerception: + # Processamento paralelo de todos os sentidos + with torch.cuda.amp.autocast(): + visual = self.visual_processor(world_data.visual) + auditory = self.auditory_processor(world_data.auditory) + tactile = self.tactile_processor(world_data.tactile) + gustatory = self.gustatory_processor(world_data.gustatory) + olfactory = self.olfactory_processor(world_data.olfactory) + + # Atenção cross-modal + modalities = torch.stack([visual, auditory, tactile, gustatory, olfactory]) + attended = self.cross_modal_attention(modalities) + + # Fusão em representação unificada + unified = self.unification_network(attended) + + # Síntese de percepção integrada + integrated = self.synthesize_perception(unified) + + return integrated + + def synthesize_perception(self, _unified: Any) -> IntegratedPerception: + return IntegratedPerception() diff --git a/src/talos/sensorium/tactile.py b/src/talos/sensorium/tactile.py new file mode 100644 index 00000000..b2c93b0a --- /dev/null +++ b/src/talos/sensorium/tactile.py @@ -0,0 +1,31 @@ +from __future__ import annotations +from typing import Any +from talos.sensorium.utils import torch, nn, QuantumForceAnalyzer, TransformerClassifier, CNN3D, Tensor + + +class TactilePerception: + def __init__(self, material: Any, texture: Any) -> None: + self.material = material + self.texture = texture + + +class AGITactile(nn.Module): # type: ignore + def __init__(self) -> None: + super().__init__() + self.quantum_force_analyzer = QuantumForceAnalyzer(64) + self.material_classifier = TransformerClassifier(n_layers=8, d_model=256) + self.texture_analyzer = CNN3D() + + def forward(self, force_field: Tensor) -> TactilePerception: + # Análise quântica do campo de força + with torch.quantum(): + quantum_field = self.quantum_force_analyzer(force_field) + collapsed = quantum_field.collapse(measurement_basis="material") + + # Classificação de material + material = self.material_classifier(collapsed) + + # Análise de textura 3D + texture = self.texture_analyzer(collapsed) + + return TactilePerception(material, texture) diff --git a/src/talos/sensorium/taste.py b/src/talos/sensorium/taste.py new file mode 100644 index 00000000..e9f18d46 --- /dev/null +++ b/src/talos/sensorium/taste.py @@ -0,0 +1,31 @@ +from __future__ import annotations +from typing import Any +from talos.sensorium.utils import torch, nn, QuantumChemicalAnalyzer, TransformerClassifier, AttentionNetwork, Tensor + + +class TastePerception: + def __init__(self, compounds: Any, flavor: Any) -> None: + self.compounds = compounds + self.flavor = flavor + + +class AGITaste(nn.Module): # type: ignore + def __init__(self) -> None: + super().__init__() + self.quantum_analyzer = QuantumChemicalAnalyzer(128) + self.compound_classifier = TransformerClassifier(n_layers=10, d_model=512) + self.flavor_predictor = AttentionNetwork() + + def forward(self, chemical_sample: Tensor) -> TastePerception: + # Análise quântica da amostra + with torch.quantum(): + quantum_sample = self.quantum_analyzer(chemical_sample) + collapsed = quantum_sample.collapse(measurement_basis="chemical") + + # Classificação de compostos + compounds = self.compound_classifier(collapsed) + + # Predição de sabor + flavor = self.flavor_predictor(collapsed) + + return TastePerception(compounds, flavor) diff --git a/src/talos/sensorium/utils.py b/src/talos/sensorium/utils.py new file mode 100644 index 00000000..5e6e3a42 --- /dev/null +++ b/src/talos/sensorium/utils.py @@ -0,0 +1,85 @@ +from __future__ import annotations +from typing import Any, TYPE_CHECKING + +if TYPE_CHECKING: + import torch as torch_type + +class DummyModule: + def __init__(self, *args: Any, **kwargs: Any) -> None: + pass + def __call__(self, *args: Any, **kwargs: Any) -> Any: + return self.forward(*args, **kwargs) + def forward(self, *args: Any, **kwargs: Any) -> Any: + return Tensor() + +class Tensor: + def collapse(self, *args: Any, **kwargs: Any) -> Any: + return None + +class WorldState: + pass + +class QuantumAttentionHeads(DummyModule): + pass + +class VisionTransformer(DummyModule): + pass + +class NeuralODE(DummyModule): + def integrate(self, *args: Any, **kwargs: Any) -> WorldState: + return WorldState() + +class QuantumFilterBank(DummyModule): + pass + +class TransformerEncoder(DummyModule): + pass + +class AttentionNetwork(DummyModule): + pass + +class QuantumForceAnalyzer(DummyModule): + pass + +class TransformerClassifier(DummyModule): + pass + +class CNN3D(DummyModule): + pass + +class QuantumChemicalAnalyzer(DummyModule): + pass + +class QuantumVolatileAnalyzer(DummyModule): + pass + +class TransformerFusion(DummyModule): + pass + +class QuantumContext: + def __enter__(self) -> None: pass + def __exit__(self, *args: Any) -> None: pass + +class AutocastContext: + def __enter__(self) -> None: pass + def __exit__(self, *args: Any) -> None: pass + +class torch_mock: + class nn: + Module = DummyModule + class Tensor: + pass + @staticmethod + def quantum() -> QuantumContext: + return QuantumContext() + @staticmethod + def stack(tensors: list[Any]) -> Any: + return None + class cuda: + class amp: + @staticmethod + def autocast() -> AutocastContext: + return AutocastContext() + +torch = torch_mock +nn = torch_mock.nn diff --git a/src/talos/sensorium/vision.py b/src/talos/sensorium/vision.py new file mode 100644 index 00000000..80cd2f73 --- /dev/null +++ b/src/talos/sensorium/vision.py @@ -0,0 +1,24 @@ +from __future__ import annotations +from talos.sensorium.utils import torch, nn, QuantumAttentionHeads, VisionTransformer, NeuralODE, Tensor, WorldState + + +class AGIVision(nn.Module): # type: ignore # type: ignore + def __init__(self) -> None: + super().__init__() + self.quantum_attention = QuantumAttentionHeads(12) + self.semantic_extractor = VisionTransformer(patch_size=16, embedding_dim=768) + self.world_model = NeuralODE() + + def forward(self, photon_stream: Tensor) -> WorldState: + # Processamento quântico-clássico híbrido + with torch.quantum(): + wavefunction = self.quantum_attention(photon_stream) + collapsed = wavefunction.collapse(measurement_basis="semantic") + + # Extração de significado + objects = self.semantic_extractor(collapsed) + + # Projeção em modelo mundial interno + world_state = self.world_model.integrate(objects) + + return world_state diff --git a/tests/test_sensorium.py b/tests/test_sensorium.py new file mode 100644 index 00000000..13a26c93 --- /dev/null +++ b/tests/test_sensorium.py @@ -0,0 +1,22 @@ +from talos.sensorium import AGIVision, WorldData, AGISensorium +from talos.sensorium.utils import Tensor + +def test_sensorium_instantiation(): + vision = AGIVision() + assert vision is not None + + sensorium = AGISensorium() + assert sensorium is not None + +def test_sensorium_forward_placeholder(): + sensorium = AGISensorium() + world_data = WorldData( + visual=Tensor(), + auditory=Tensor(), + tactile=Tensor(), + gustatory=Tensor(), + olfactory=Tensor() + ) + # This should run without error as it uses dummy mocks + perception = sensorium(world_data) + assert perception is not None