Alluvia

v0.4.0 Feature

This release adds 5 notable features for engineering teams evaluating rollout.

Published 9d MCP Developer Tools

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

ai-memory claude cursor developer-tools knowledge-management local-first

+2 more

mcp sqlite

Summary

AI summary

Recall becomes the primary command with new flags and a demo mode.

Type	Severity	Summary	CVE
Feature
Feature	Low	Adds `alluvia recall "<problem>"` command for fast proof retrieval. Adds `alluvia recall "<problem>"` command for fast proof retrieval. Source: llm_adapter@2026-07-18 Confidence: high	—
Feature	Low	Introduces MCP `recall_now` for in‑conversation read‑only recall. Introduces MCP `recall_now` for in‑conversation read‑only recall. Source: llm_adapter@2026-07-18 Confidence: high	—
Feature	Low	Bare `alluvia` now prints a now‑view of open loops and bridge freshness. Bare `alluvia` now prints a now‑view of open loops and bridge freshness. Source: llm_adapter@2026-07-18 Confidence: high	—
Feature	Low	Adds `alluvia demo` to run a quick synthetic corpus demonstration without API key. Adds `alluvia demo` to run a quick synthetic corpus demonstration without API key. Source: llm_adapter@2026-07-18 Confidence: high	—
Feature	Low	Implements source contract #15 allowing ingestion of normalized‑session JSONL files via `alluvia ingest --source jsonl`. Implements source contract #15 allowing ingestion of normalized‑session JSONL files via `alluvia ingest --source jsonl`. Source: llm_adapter@2026-07-18 Confidence: high	—
Performance	Low	Ensures sqlite‑vec and numpy vector backends return identical cosine scores for consistent ranking. Ensures sqlite‑vec and numpy vector backends return identical cosine scores for consistent ranking. Source: llm_adapter@2026-07-18 Confidence: high	—

Full changelog

Recall becomes the front door — and any source can feed it.

alluvia recall "<problem>" — the fastest path from "I know I solved
this before" to cited proof. Fuses your themes, bridges, and unfinished
threads into a few high-signal hits, each with sources and status.
Retrieval only — zero LLM spend. --handoff emits a paste-ready
context block for whatever assistant you're in; --json for scripting.
MCP recall_now — the same recall inside Claude Code / Cursor,
mid-conversation. Read-only; spends nothing. When git is present, recall
conservatively flags "possibly implemented in " by matching your
local history — a pointer to verify, never a claim.
Bare alluvia now prints a now-view: open loops, freshest bridges,
and whether a refresh is due.
alluvia demo — every lens alive in ~30 seconds on a tiny synthetic
corpus, with no API key and no LLM calls, in its own store (never your
real one). --clean removes it.
A source contract (#15) — anything that writes
normalized-session JSONL is now a source:
alluvia ingest --source jsonl --path <file|dir>. Multi-machine history
without cloud, and formats we don't ship parsers for arrive normalized.
Internally, the sqlite-vec and numpy vector backends now return the same
cosine scores, so ranking is identical whichever is active.

Install: uv tool install alluvia · try it keyless: alluvia demo · Closes #15

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