OpenPay (1 crate, 3751 LOC, 83 tests)
op-crypto-extra Extended crypto rails. Stablecoin catalog (USDC, USDT,
PYUSD, DAI, RLUSD, EURC, FDUSD — 26 deployments). L2
catalog (12 chains incl. Optimism, Arbitrum, Base,
zkSync Era, Polygon zkEVM, Linea, Scroll, Starknet).
CCTP v2 BurnMessage encode/decode + domain ids +
attestation. ERC-4337 UserOperation v0.7 +
PackedUserOperation. EIP-7702 set-EOA-code with RLP
signing preimage. Uniswap Permit2 single + batch
transfer EIP-712 hashes. EIP-2612 ERC-20 permit.
BOLT-11 bech32 invoices + LNURL decode. Bitcoin
PSBT v2 (BIP-370). Atomic-swap HTLC. Solana SPL /
Aleo / Aztec confidential-transfer sketches.
Smart Byte (1 crate, 2304 LOC, 30 tests)
smart-byte-acdc Authentic Chained Data Containers (KERI ecosystem).
Acdc + AcdcBuilder (targeted + untargeted) with SAID
derivation. JSON Schema 2020-12 validator with
oneOf partial-disclosure. TEL (RIP/VRT/ISS/REV)
with hash-chained verification. IPEX (apply/offer/
agree/grant/admit/spurn) chained by SAID. Edge
records (I2I/NI2I/DI2I) + EdgeGraph BFS traversal
with cycle detection. Selective disclosure with
full/none/subset plans + compact packing.
CredentialRegistry trait + InMemoryRegistry over
TEL. Composes with smart-byte-core + smart-byte-keri-witness.
EOC (1 crate, 1764 LOC, 16 tests)
eoc-memory Long-term memory primitives. Memory trait + MemoryKind +
EpisodeId. Episodic event log with TimeIndex range
queries. RDF-style Triple store with S/P/O indices.
Bounded attention-budget Scratchpad with
salience-weighted eviction. Rolling SummaryBuffer +
FIFO SlidingWindow. Dream-cycle consolidate()
(episodic → semantic). Ebbinghaus forgetting curve
with reinforcement. Retriever blending cosine
similarity + recency + saturating frequency.
MemGpt three-tier shape (Main/Recall/Archival).
Co-Authored-By: Claude Opus 4.7 <[email protected]>
169 lines
4.9 KiB
Rust
169 lines
4.9 KiB
Rust
//! Working memory: a small scratchpad bounded by an attention budget.
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//!
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//! Working memory holds *active* items — what the agent is currently
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//! "thinking about". It is bounded by a token cap (the in-context
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//! attention budget) and evicts the lowest-salience item when the
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//! cap would be exceeded.
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use serde::{Deserialize, Serialize};
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use crate::error::{MemoryError, MemoryResult};
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use crate::memory::{Memory, MemoryItem, MemoryKind, MemoryRef};
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/// One slot in the scratchpad.
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#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
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pub struct Slot {
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/// Free-form key (e.g. "current_goal", "tool_result").
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pub key: String,
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/// Natural-language content.
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pub value: String,
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/// Salience, `>= 0.0`. Higher = more important.
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pub salience: f32,
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/// Approximate token cost.
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pub tokens: u32,
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/// Insertion timestamp in ms.
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pub timestamp_ms: u64,
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}
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impl Slot {
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fn approx_tokens(s: &str) -> u32 {
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u32::try_from(s.split_whitespace().count()).unwrap_or(u32::MAX)
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}
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}
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/// Bounded scratchpad with attention budget.
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#[derive(Clone, Debug, Serialize, Deserialize)]
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pub struct Scratchpad {
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slots: Vec<Slot>,
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used_tokens: u32,
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cap_tokens: u32,
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}
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impl Scratchpad {
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/// New scratchpad with `cap_tokens` attention budget.
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pub fn new(cap_tokens: u32) -> MemoryResult<Self> {
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if cap_tokens == 0 {
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return Err(MemoryError::Config(
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"scratchpad cap_tokens must be > 0".into(),
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));
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}
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Ok(Self {
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slots: Vec::new(),
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used_tokens: 0,
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cap_tokens,
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})
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}
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/// Insert a new key/value. If the budget would be exceeded, the
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/// lowest-salience slots are evicted until it fits. If the new
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/// slot itself does not fit the empty budget, returns
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/// [`MemoryError::BudgetExhausted`].
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pub fn write(
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&mut self,
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key: impl Into<String>,
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value: impl Into<String>,
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salience: f32,
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timestamp_ms: u64,
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) -> MemoryResult<()> {
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let key = key.into();
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let value = value.into();
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let tokens = Slot::approx_tokens(&value);
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if tokens > self.cap_tokens {
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return Err(MemoryError::BudgetExhausted {
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used: tokens,
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cap: self.cap_tokens,
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});
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}
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// Replace existing same-key slot first.
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if let Some(pos) = self.slots.iter().position(|s| s.key == key) {
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let old = self.slots.remove(pos);
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self.used_tokens = self.used_tokens.saturating_sub(old.tokens);
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}
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while self.used_tokens + tokens > self.cap_tokens {
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// Evict the lowest-salience, oldest slot.
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let Some(victim_idx) = self.lowest_salience_idx() else {
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return Err(MemoryError::BudgetExhausted {
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used: self.used_tokens + tokens,
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cap: self.cap_tokens,
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});
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};
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let victim = self.slots.remove(victim_idx);
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self.used_tokens = self.used_tokens.saturating_sub(victim.tokens);
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}
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self.slots.push(Slot {
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key,
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value,
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salience,
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tokens,
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timestamp_ms,
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});
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self.used_tokens += tokens;
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Ok(())
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}
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fn lowest_salience_idx(&self) -> Option<usize> {
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self.slots
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.iter()
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.enumerate()
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.min_by(|(_, a), (_, b)| {
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a.salience
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.partial_cmp(&b.salience)
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.unwrap_or(std::cmp::Ordering::Equal)
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.then_with(|| a.timestamp_ms.cmp(&b.timestamp_ms))
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})
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.map(|(i, _)| i)
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}
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/// Read a slot by key.
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#[must_use]
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pub fn read(&self, key: &str) -> Option<&Slot> {
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self.slots.iter().find(|s| s.key == key)
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}
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/// Tokens currently held.
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#[must_use]
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pub fn used_tokens(&self) -> u32 {
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self.used_tokens
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}
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/// Total budget.
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#[must_use]
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pub fn cap_tokens(&self) -> u32 {
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self.cap_tokens
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}
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/// All slots (for inspection).
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#[must_use]
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pub fn slots(&self) -> &[Slot] {
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&self.slots
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}
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}
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impl Memory for Scratchpad {
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fn kind(&self) -> MemoryKind {
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MemoryKind::Working
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}
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fn len(&self) -> usize {
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self.slots.len()
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}
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fn recent(&self, n: usize) -> MemoryResult<Vec<MemoryItem>> {
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let mut sorted: Vec<&Slot> = self.slots.iter().collect();
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sorted.sort_by(|a, b| b.timestamp_ms.cmp(&a.timestamp_ms));
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Ok(sorted
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.into_iter()
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.take(n)
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.map(|s| {
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MemoryItem::new(
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MemoryRef {
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kind: MemoryKind::Working,
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id: s.key.clone(),
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},
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format!("{}: {}", s.key, s.value),
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s.timestamp_ms,
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)
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})
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.collect())
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}
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}
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