v0.8.47
OpenBMB/UltraRAGv0.8.47Jun 24, 2026by safishamsi
AI Summary
Introduces a self-improving 'work memory' system that records outcomes of Q&A sessions to generate a `LESSONS.md` file for future sessions. It also fixes extraction bugs regarding qualified class-method calls and non-hashable nodes.
Key Highlights
- New `graphify save-result` and `graphify reflect` commands for self-improving memory.
- Fixed Python qualified class-method calls to produce extraction edges.
- Improved error handling for malformed extractions (non-hashable nodes).
- Updated `graphify update` to prune removed functions without `--force`.
New Features
- Self-improving work memory system
- Qualified class-method call extraction
- Safe function pruning in update
Full Release Notes
## graphify 0.8.47 ### Self-improving "work memory" (#1441) - **`graphify save-result --outcome useful|dead_end|corrected [--correction TEXT]`** records how a saved Q&A turned out. - **`graphify reflect`** aggregates `graphify-out/memory/` into a deterministic `reflections/LESSONS.md` an agent loads next session. Source nodes are **scored, not counted** — signed and recency-decayed (configurable `--half-life-days`, default 30), so a fresh dead end outweighs a stale useful. A node is **preferred** only once corroborated by ≥`--min-corroboration` distinct results (default 2); others are **tentative**; mixed-signal nodes render once as **contested** (recency-wins). Citations whose node no longer exists in the graph are dropped, so stale lessons don't linger. Deterministic, no LLM. - **Zero-config adoption:** the skill instructs the agent to read `LESSONS.md` at the start of graph work and to record outcomes, and the git post-commit/post-checkout hooks now auto-run `reflect` after each rebuild — so lessons stay fresh without a manual command. ### Fixes - **Python qualified class-method calls** (`ClassName.method(...)`) now produce an EXTRACTED `calls` edge to the class-qualified method node (#1446) — previously dropped, including the common case where the called method shares its name with the caller (a viewset action delegating to a same-named service action). - **`validate_extraction`/`build_from_json` no longer crash** on a non-hashable node `id` or edge endpoint from a malformed extraction — a single bad node no longer aborts the whole build (#1447, thanks @dschwartzi). - **`graphify update` now prunes** a function/symbol removed from a still-present file **without `--force`** — the shrink-guard is file-aware (allows shrinkage from re-extracted/deleted files, still refuses unexplained loss). **Install:** `uv tool install graphifyy==0.8.47`