From 645cfc2538cb328897754b2dbc9fca3f53c2e57c Mon Sep 17 00:00:00 2001 From: Sarthak Agrawal Date: Sat, 18 Jul 2026 17:37:16 +0530 Subject: [PATCH 1/4] docs: consolidate knowledge system (AGENTS, STATUS, docs tree, Blume) Unify scattered root-level and docs/ markdown into one canonical, agent- and human-readable knowledge system. Markdown in docs/ is the source of truth; Blume is only the presentation/search layer. Created: - STATUS.md: short live-status view (objective, state, blockers, unresolved questions, next steps, deferred, deploy fingerprint). - docs/index.md: navigation hub. - docs/maintenance.md: how to edit this docs system, validate, and build Blume. - docs/product/overview.md: product thesis, wedge, surfaces, empirical headline. - docs/architecture/decisions.md: durable architectural decisions (A1-A12) and the why behind each. - docs/development/workflows.md + testing.md: per-package commands, pre-commit, CI, gate taxonomy. - docs/operations/jobs.md: async ingestion (Queues + Workflows); no cron jobs. - docs/knowledge/learnings.md + failed-approaches.md: distilled durable lessons and resolved traps. - blume.config.ts: Blume presentation config (content root = docs/). - package.json: docs-tooling only (blume + link checker); NOT a product workspace. - scripts/docs-check-links.mjs: dependency-free internal link/frontmatter checker. - .github/workflows/docs.yml: CI for link check + Blume build. Moved (git mv, history preserved) into canonical homes: - docs/agent-*, bring-your-own-corpus, demo-walkthrough, onboard-new-domain -> docs/product/ - docs/cloudflare-full-port.md -> docs/architecture/ - docs/runbook, hosting-personal, highsignal-integration -> docs/operations/ - docs/learning/new-things.md -> docs/knowledge/ - DESIGN.md -> docs/architecture/overview.md Archived (git mv, snapshots preserved with banners pointing to successors): - NOTES, LEARNING, GROK_FINDINGS, LIVE_VERIFICATION, SESSION_LOG, WRITEUP(.md/.pdf), PROJECT_STATUS, docs/cloudflare-agent-handoff -> docs/knowledge/archive/ Merged/updated: - AGENTS.md: concise bootloader with doc navigation + maintenance rules. - README.md: reading guide now points to canonical docs/ homes. - .gitignore: Blume output (dist/, .blume/) + agent logs. Validation: node scripts/docs-check-links.mjs -> 32 files, 0 errors, 0 warnings. Worker code, existing CI (ci.yml, eval.yml), Makefile, and pre-commit config untouched. Unresolved (recorded in STATUS.md): app/public/llms.txt advertises /api/ai but the served file is /api-ai.json (no Next.js /api/ai route). Generated with [Devin](https://devin.ai) Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/workflows/docs.yml | 51 +++++ .gitignore | 9 + AGENTS.md | 124 +++++++---- README.md | 67 +++--- STATUS.md | 114 ++++++++++ blume.config.ts | 43 ++++ .../cloudflare-full-port.md | 0 docs/architecture/decisions.md | 210 ++++++++++++++++++ DESIGN.md => docs/architecture/overview.md | 0 docs/development/testing.md | 92 ++++++++ docs/development/workflows.md | 115 ++++++++++ docs/index.md | 87 ++++++++ .../archive}/cloudflare-agent-handoff.md | 5 + .../knowledge/archive/grok-findings.md | 5 + .../knowledge/archive/learning-python-era.md | 7 + .../knowledge/archive/live-verification.md | 4 + .../knowledge/archive/notes-python-era.md | 6 + .../archive/project-status-2026-06-28.md | 8 +- .../knowledge/archive/session-log.md | 4 + .../knowledge/archive/writeup.md | 8 +- .../knowledge/archive/writeup.pdf | Bin docs/knowledge/failed-approaches.md | 148 ++++++++++++ docs/knowledge/learnings.md | 91 ++++++++ docs/{learning => knowledge}/new-things.md | 0 docs/maintenance.md | 90 ++++++++ .../highsignal-integration.md | 0 docs/{ => operations}/hosting-personal.md | 0 docs/operations/jobs.md | 64 ++++++ docs/{ => operations}/runbook.md | 0 .../agent-integration-examples.md | 0 docs/{ => product}/agent-search-direction.md | 4 +- docs/{ => product}/agent-tool-contract.md | 0 docs/{ => product}/bring-your-own-corpus.md | 0 docs/{ => product}/demo-walkthrough.md | 2 +- docs/{ => product}/onboard-new-domain.md | 0 docs/product/overview.md | 95 ++++++++ package.json | 19 ++ scripts/docs-check-links.mjs | 121 ++++++++++ 38 files changed, 1518 insertions(+), 75 deletions(-) create mode 100644 .github/workflows/docs.yml create mode 100644 STATUS.md create mode 100644 blume.config.ts rename docs/{ => architecture}/cloudflare-full-port.md (100%) create mode 100644 docs/architecture/decisions.md rename DESIGN.md => docs/architecture/overview.md (100%) create mode 100644 docs/development/testing.md create mode 100644 docs/development/workflows.md create mode 100644 docs/index.md rename docs/{ => knowledge/archive}/cloudflare-agent-handoff.md (98%) rename GROK_FINDINGS.md => docs/knowledge/archive/grok-findings.md (98%) rename LEARNING.md => docs/knowledge/archive/learning-python-era.md (98%) rename LIVE_VERIFICATION.md => docs/knowledge/archive/live-verification.md (98%) rename NOTES.md => docs/knowledge/archive/notes-python-era.md (99%) rename PROJECT_STATUS.md => docs/knowledge/archive/project-status-2026-06-28.md (99%) rename SESSION_LOG.md => docs/knowledge/archive/session-log.md (98%) rename WRITEUP.md => docs/knowledge/archive/writeup.md (96%) rename WRITEUP.pdf => docs/knowledge/archive/writeup.pdf (100%) create mode 100644 docs/knowledge/failed-approaches.md create mode 100644 docs/knowledge/learnings.md rename docs/{learning => knowledge}/new-things.md (100%) create mode 100644 docs/maintenance.md rename docs/{ => operations}/highsignal-integration.md (100%) rename docs/{ => operations}/hosting-personal.md (100%) create mode 100644 docs/operations/jobs.md rename docs/{ => operations}/runbook.md (100%) rename docs/{ => product}/agent-integration-examples.md (100%) rename docs/{ => product}/agent-search-direction.md (97%) rename docs/{ => product}/agent-tool-contract.md (100%) rename docs/{ => product}/bring-your-own-corpus.md (100%) rename docs/{ => product}/demo-walkthrough.md (96%) rename docs/{ => product}/onboard-new-domain.md (100%) create mode 100644 docs/product/overview.md create mode 100644 package.json create mode 100644 scripts/docs-check-links.mjs diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml new file mode 100644 index 0000000..334a0aa --- /dev/null +++ b/.github/workflows/docs.yml @@ -0,0 +1,51 @@ +name: docs +on: + push: + branches: [main] + paths: + - "docs/**" + - "STATUS.md" + - "AGENTS.md" + - "README.md" + - "blume.config.ts" + - "package.json" + - "scripts/docs-check-links.mjs" + - ".github/workflows/docs.yml" + pull_request: + paths: + - "docs/**" + - "STATUS.md" + - "AGENTS.md" + - "README.md" + - "blume.config.ts" + - "package.json" + - "scripts/docs-check-links.mjs" + - ".github/workflows/docs.yml" + +jobs: + docs-check: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-node@v4 + with: + node-version: "22" + # Link checker uses only Node built-ins — no install needed. + - run: node scripts/docs-check-links.mjs + + docs-build: + runs-on: ubuntu-latest + needs: docs-check + steps: + - uses: actions/checkout@v4 + - uses: pnpm/action-setup@v4 + with: + version: 10.33.2 + - uses: actions/setup-node@v4 + with: + node-version: "22" + cache: pnpm + # No pnpm-lock.yaml committed for the root docs package yet. Use a plain + # install here; switch to --frozen-lockfile once a lockfile is committed. + - run: pnpm install + - run: pnpm run docs:build diff --git a/.gitignore b/.gitignore index b177212..968b6d7 100644 --- a/.gitignore +++ b/.gitignore @@ -37,3 +37,12 @@ eval_results/ .astro/ .wrangler/ *.tsbuildinfo + +# Blume docs build output (presentation layer only; markdown in docs/ is source of truth) +dist/ +.blume/ + +# Local agent logs / scratch (never commit agent session artifacts) +.agent-logs/ +*.agent.log + diff --git a/AGENTS.md b/AGENTS.md index b7d7935..93bd150 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -1,57 +1,101 @@ # AGENTS.md — knowledgebase -## Shared Fleet Standard +> Concise agent bootloader. Depth lives in `docs/` (see +> [`docs/index.md`](docs/index.md)). Live state in [`STATUS.md`](STATUS.md). -Also read and follow the shared fleet-level agent standard at `../AGENTS.md`. Treat this repository as owned product code: protect production stability, keep changes scoped, verify work, and record durable follow-up tasks when something remains incomplete or blocked. +## Shared fleet standard -## Project +Also read and follow the shared fleet-level agent standard at `../AGENTS.md`. +Treat this repository as owned product code: protect production stability, +keep changes scoped, verify work, and record durable follow-up tasks when +something remains incomplete or blocked. -- **Stack**: Cloudflare Worker, Hono, Workers AI (embeddings + vision OCR), Vectorize, D1, R2. -- **Frontend surfaces**: `landing-astro/` (Astro marketing → CF Pages), `app/` (Next.js dashboard → CF Workers via OpenNext), Worker `/ui` (inline operator testing UI). -- **Repo shape**: monorepo with three independently-built packages — no root `package.json`. Each package has its own `pnpm-lock.yaml`. -- **Package manager**: pnpm in all three packages (`cloudflare/worker/`, `app/`, `landing-astro/`). No root workspace — install per package. +## What this is -## Repo structure -``` -cloudflare/worker/ # Hono Worker — RAG ingestion, search, parsing (pnpm) - src/ # Worker source - tests/ # Vitest suite - scripts/ # Benchmarks, audits, migration helpers - migrations/ # D1 migrations - fixtures/ # Sample inputs for scripts -app/ # Next.js dashboard (pnpm) → CF Workers via OpenNext -landing-astro/ # Astro marketing site → CF Pages -data/ # Local corpus / Minio bucket (gitignored) -migrations/ # Legacy migration artifacts -docs/ # Design + learning docs -``` +**Private Agent Search** — the fleet `RAG_SERVICE`. A Cloudflare Worker does +cited search + grounded answers over private, specialized corpora (research +papers, company private information, filings, contracts, manuals, notes) with +explicit schemas and `(file_id, page, excerpt)` provenance for agents. Mantra: +**"cited or it didn't happen."** + +`knowledgebase` is the **only** fleet RAG codebase. The sibling `../rag-service` +repo is retired; do not recreate it. + +## Repo shape + +Monorepo, **three independently-built packages**, no root `package.json`, no +root workspace. Each package has its own `pnpm-lock.yaml` — install per package. + +| Package | Path | Stack | +| --- | --- | --- | +| RAG Worker (the product) | `cloudflare/worker/` | Hono, Workers AI, Vectorize, D1, R2, Queues, Workflows | +| Dashboard app | `app/` | Next.js 16 → Cloudflare Workers (OpenNext) | +| Landing page | `landing-astro/` | Astro (static) → Cloudflare Pages | + +Retired reference: `src/kb/` (Python), root `migrations/` (legacy Postgres), +`data/` (local corpus, gitignored). Active D1 migrations: +`cloudflare/worker/migrations/`. Demo domains: `domains/sec/`, `domains/legal/`. + +## Essential commands -## Key commands ```bash # Worker (from cloudflare/worker/) pnpm install pnpm dev # wrangler dev --local -pnpm check # typecheck + vitest run +pnpm check # typecheck + vitest run ← the CI gate pnpm test # vitest run pnpm typecheck # tsc --noEmit -pnpm deploy # wrangler deploy (ask before touching prod) +pnpm run predeploy:local # the full local pre-deploy gate (asks for sibling repos) +pnpm deploy # wrangler deploy — ASK before touching prod -# App (from app/) -pnpm install -pnpm dev # next dev -pnpm build # next build -pnpm typecheck # next typegen && tsc --noEmit +# App (from app/) pnpm install / pnpm dev / pnpm build / pnpm typecheck +# Landing (from landing-astro/) pnpm install / pnpm build / pnpm preview -# Landing (from landing-astro/) -pnpm install -pnpm build # astro build -pnpm preview # astro preview +# Docs (from repo root) +pnpm install --frozen-lockfile +pnpm run docs:check # markdown link + frontmatter validation +pnpm run docs:build # Blume build (presentation layer only) ``` -## Architecture notes -- **Worker is the RAG core**: Hono routes handle ingestion (parse → embed → store in Vectorize + D1 metadata) and search (vector + lexical). Workers AI for embeddings; vision models for OCR on scanned PDFs. -- **D1** stores document metadata; **Vectorize** stores embeddings; **R2** stores raw document bytes. -- **`app/`** is the operator dashboard (Next.js + OpenNext) — corpus management, eval results, ingest triggers. -- **`landing-astro/`** is the public marketing surface. -- **Do not** commit corpus secrets, API keys, or private document paths. -- **Do not** deploy or run migrations against prod without explicit approval. +Root `Makefile` wraps common Worker gates (`make worker-check`, +`make worker-preflight`, `make worker-gaps`, `make worker-predeploy-local`). + +## Critical constraints + +- **Never commit secrets.** `RAG_SERVICE_KEYS`, `.env`, SSH keys, cloud + credentials, kube configs, production configs are off-limits. +- **Never deploy, run migrations, push, release, or open PRs without explicit + approval.** Make changes locally on a branch and leave them for review. +- **Do not recreate a sibling `rag-service`.** `audit:sibling-rag-service + --require-retired` is a release gate. +- **Do not deploy or run migrations against prod without explicit approval.** +- **Cited or it didn't happen.** Any new retrieval/answer route must terminate + at a retrievable `(file_id, page, excerpt)` triple. See + [`docs/architecture/decisions.md`](docs/architecture/decisions.md) A3. +- **Per-process locks do not protect across processes; do not mark a resource + "ensured" on the failure path.** See + [`docs/knowledge/failed-approaches.md`](docs/knowledge/failed-approaches.md). +- **Loud error logging + defensive LLM JSON parsing are non-optional.** See + [`docs/architecture/decisions.md`](docs/architecture/decisions.md) A11. + +## Documentation navigation + +- **Live status:** [`STATUS.md`](STATUS.md) +- **Docs home:** [`docs/index.md`](docs/index.md) +- **Product:** [`docs/product/overview.md`](docs/product/overview.md) +- **Architecture + decisions:** [`docs/architecture/overview.md`](docs/architecture/overview.md) · [`docs/architecture/decisions.md`](docs/architecture/decisions.md) +- **Dev + testing:** [`docs/development/workflows.md`](docs/development/workflows.md) · [`docs/development/testing.md`](docs/development/testing.md) +- **Operations:** [`docs/operations/runbook.md`](docs/operations/runbook.md) · [`docs/operations/jobs.md`](docs/operations/jobs.md) +- **Learnings + failed approaches:** [`docs/knowledge/learnings.md`](docs/knowledge/learnings.md) · [`docs/knowledge/failed-approaches.md`](docs/knowledge/failed-approaches.md) +- **Worker package README:** [`cloudflare/worker/README.md`](cloudflare/worker/README.md) (route inventory, deploy/release gates) +- **Public README:** [`README.md`](README.md) + +## Documentation-maintenance rules + +1. Markdown in `docs/` is the source of truth. Blume only renders it. +2. One fact, one home. If a fact lives in code, link to the code. +3. `docs/knowledge/archive/` holds snapshots — do not rewrite their bodies; + update the current doc that supersedes them. +4. Prefer `git mv` when reorganizing to preserve rename history. +5. Run `pnpm run docs:check` before committing doc changes. CI enforces it. +6. Full maintenance guide: [`docs/maintenance.md`](docs/maintenance.md). diff --git a/README.md b/README.md index c247d03..3e81237 100644 --- a/README.md +++ b/README.md @@ -30,9 +30,9 @@ The wedge is intentionally narrower than "generic RAG": > On this RAG pipeline, **`groq-llama-3.1-8b` beats `gemini-2.5-pro` by 24 pass-rate points** on SEC. Bigger models hedge, smaller decisive ones don't — when retrieval is solid, the synthesis model becomes a rephrase-and-commit job that cheap models do *better*. -This inversion is **contingent on retrieval quality**: the cheap-decisive synth is a retrieval-quality multiplier (NOTES.md §4.7, line 316). With reranker+RRF off, the 8b model would happily commit to wrong sources and the result flips. The right framing isn't "8b wins" — it's "no fixed model wins; the right synth depends on whether your context is solid enough that decisiveness pays off." +This inversion is **contingent on retrieval quality**: the cheap-decisive synth is a retrieval-quality multiplier (see `docs/knowledge/archive/notes-python-era.md` §4.7). With reranker+RRF off, the 8b model would happily commit to wrong sources and the result flips. The right framing isn't "8b wins" — it's "no fixed model wins; the right synth depends on whether your context is solid enough that decisiveness pays off." -Three historical moments documented honestly in `LEARNING.md`: +Three historical moments documented honestly in `docs/knowledge/archive/learning-python-era.md`: 1. The DuckDB structured-query route was silently broken for 5 eval rounds (missing dep + import outside try) — every aggregate question 500'd, eval logged as `query_error`, all v0-v5 numbers achieved despite this. Caught by loud-error-logging, fixed. 2. A methodology bug in the retired Python reference stack — process-level env overrides did not propagate to the running API server, so 3 supposedly-different cross-model eval runs were the same model under different labels. Caught when two report files had identical MD5. 3. A citation-hygiene gap I introduced in my own GraphRAG sketch (entity-graph themes shaped the answer but their `entity_mentions` weren't in the citation list) — caught it in self-review, closed it before shipping. @@ -41,37 +41,44 @@ The project mantra **"cited or it didn't happen"** holds through every retrieval ## Reading guide -Sorted by how much time you have: +The canonical knowledge system lives under [`docs/`](docs/index.md) with +[`STATUS.md`](STATUS.md) as the short live-status view and +[`AGENTS.md`](AGENTS.md) as the agent bootloader. Sorted by how much time you +have: -**5 min — the rubric write-up** -- [`WRITEUP.md`](WRITEUP.md) — 4-page submission write-up: architecture diagram, three trickiest decisions, what I'd do differently, where it breaks. This is what to read if you're scoring against the assignment. - -**Post-submission additions** (after the original deliverable shipped): -- [`SESSION_LOG.md`](SESSION_LOG.md) — historical notes from the Python reference era. +**5 min — the product + architecture** +- [`docs/product/overview.md`](docs/product/overview.md) — thesis, wedge, surfaces, empirical headline. +- [`docs/architecture/overview.md`](docs/architecture/overview.md) — runtime, ingestion, retrieval, testing surface. +- [`docs/architecture/decisions.md`](docs/architecture/decisions.md) — the non-obvious architectural choices and the why behind each. **15 min — decision depth + the empirical headline** -1. [`LEARNING.md`](LEARNING.md) Part 4 (decision log) — every architectural choice, why, what surfaced it. Includes the 4 production bugs called out above. -2. [`LEARNING.md`](LEARNING.md) Part 8 (five distilled lessons) — what to take away. -3. [`NOTES.md`](NOTES.md) §4.7-final — the cross-domain × cross-model matrix that drives the headline finding. - -**60 min — full deep dive** -- [`NOTES.md`](NOTES.md) — long-form engineering notes (~25 pages): every decision, the research behind each choice, the empirical numbers at each step. Source-of-truth appendix to WRITEUP.md. -- [`DESIGN.md`](DESIGN.md) — architecture detail + boundary tests for domain-agnosticism. +1. [`docs/architecture/decisions.md`](docs/architecture/decisions.md) — durable decisions (A1–A12). +2. [`docs/knowledge/learnings.md`](docs/knowledge/learnings.md) — the five distilled lessons. +3. [`docs/knowledge/archive/notes-python-era.md`](docs/knowledge/archive/notes-python-era.md) §4.7 — the cross-domain × cross-model matrix behind the headline finding. **Operator-flavored** -- [`docs/runbook.md`](docs/runbook.md) — operator runbook -- [`docs/demo-walkthrough.md`](docs/demo-walkthrough.md) — guided demo -- [`docs/onboard-new-domain.md`](docs/onboard-new-domain.md) — adding a third domain in ~30 min -- [`docs/agent-search-direction.md`](docs/agent-search-direction.md) — product direction + gap map for private agent search -- [`docs/bring-your-own-corpus.md`](docs/bring-your-own-corpus.md) — self-serve private corpus flow -- [`docs/agent-tool-contract.md`](docs/agent-tool-contract.md) — how agents should call `/search` and `/query` -- [`docs/agent-integration-examples.md`](docs/agent-integration-examples.md) — tool contract + wrapper examples -- [`docs/hosting-personal.md`](docs/hosting-personal.md) — personal hosting checklist and smoke tests - -**Appendix** -- [`LIVE_VERIFICATION.md`](LIVE_VERIFICATION.md) — recorded live-run output of the eval pipeline. -- [`GROK_FINDINGS.md`](GROK_FINDINGS.md) — external code review (13 findings, all resolved). -- [`docs/highsignal-integration.md`](docs/highsignal-integration.md) — integration notes. +- [`docs/operations/runbook.md`](docs/operations/runbook.md) — operator runbook +- [`docs/product/demo-walkthrough.md`](docs/product/demo-walkthrough.md) — guided demo +- [`docs/product/onboard-new-domain.md`](docs/product/onboard-new-domain.md) — adding a third domain in ~30 min +- [`docs/product/agent-search-direction.md`](docs/product/agent-search-direction.md) — product direction + gap map +- [`docs/product/bring-your-own-corpus.md`](docs/product/bring-your-own-corpus.md) — self-serve private corpus flow +- [`docs/product/agent-tool-contract.md`](docs/product/agent-tool-contract.md) — how agents should call `/search` and `/query` +- [`docs/product/agent-integration-examples.md`](docs/product/agent-integration-examples.md) — tool contract + wrapper examples +- [`docs/operations/hosting-personal.md`](docs/operations/hosting-personal.md) — personal hosting checklist and smoke tests + +**Historical archive (Python era, preserved snapshots)** +- [`docs/knowledge/archive/writeup.md`](docs/knowledge/archive/writeup.md) — original 4-page submission brief. +- [`docs/knowledge/archive/notes-python-era.md`](docs/knowledge/archive/notes-python-era.md) — long-form engineering notes (~25 pages). +- [`docs/knowledge/archive/learning-python-era.md`](docs/knowledge/archive/learning-python-era.md) — full session story + decision log. +- [`docs/knowledge/archive/live-verification.md`](docs/knowledge/archive/live-verification.md) — recorded live-run output of the eval pipeline. +- [`docs/knowledge/archive/grok-findings.md`](docs/knowledge/archive/grok-findings.md) — external code review (13 findings, all resolved). +- [`docs/knowledge/archive/session-log.md`](docs/knowledge/archive/session-log.md) — post-submission session log. +- [`docs/knowledge/archive/project-status-2026-06-28.md`](docs/knowledge/archive/project-status-2026-06-28.md) — detailed status snapshot. +- [`docs/knowledge/archive/cloudflare-agent-handoff.md`](docs/knowledge/archive/cloudflare-agent-handoff.md) — migration handoff snapshot. +- [`docs/operations/highsignal-integration.md`](docs/operations/highsignal-integration.md) — fleet consumer integration notes. + +**Maintaining the docs themselves** +- [`docs/maintenance.md`](docs/maintenance.md) — how to edit this knowledge system, validate links, and build with Blume. ## Architecture @@ -107,7 +114,7 @@ flowchart LR class D1,Vectorize,R2,AI store ``` -Two demo domains (SEC + Legal) run on the **same code** with completely different schemas, sources, and eval sets — proves domain-agnosticism empirically, not aspirationally. See [`docs/onboard-new-domain.md`](docs/onboard-new-domain.md) for a 30-minute walkthrough of adding a third. +Two demo domains (SEC + Legal) run on the **same code** with completely different schemas, sources, and eval sets — proves domain-agnosticism empirically, not aspirationally. See [`docs/product/onboard-new-domain.md`](docs/product/onboard-new-domain.md) for a 30-minute walkthrough of adding a third. ## Worker Commands @@ -230,7 +237,7 @@ Built with heavy assist from Claude Opus 4.7 (visible as the co-author on commit | Citation hygiene as a non-negotiable across new routes (caught my own GraphRAG-citation gap in self-review) | Test scaffolding, doc rewrites | | The empirical methodology (5×2 matrix, judge held constant, deterministic LLM cache for reproducibility) | Doc generation from my notes | -The decision log in `LEARNING.md` was written from my own session notes; it's what I'd talk through in an interview. +The decision log in `docs/knowledge/archive/learning-python-era.md` was written from my own session notes; the durable choices are distilled in `docs/architecture/decisions.md`. ## Current Worker Source Tree diff --git a/STATUS.md b/STATUS.md new file mode 100644 index 0000000..6bb1268 --- /dev/null +++ b/STATUS.md @@ -0,0 +1,114 @@ +# STATUS — knowledgebase + +> Short live-status view. Detailed historical status log preserved at +> [`docs/knowledge/archive/project-status-2026-06-28.md`](docs/knowledge/archive/project-status-2026-06-28.md). +> Update this file when the objective, active work, blockers, or next steps +> change. Do not let deploy-version snapshots accumulate here — put those in +> the archive. + +Last updated: 2026-07-18 + +## Objective + +Ship and operate **Private Agent Search** as the fleet `RAG_SERVICE` on +Cloudflare. Keep `knowledgebase` the only fleet RAG codebase; keep the +Cloudflare Worker (`cloudflare/worker`) the only runtime; keep cited evidence +the non-negotiable product invariant. + +## Current state + +- **Runtime:** Cloudflare Worker is the only RAG runtime. Python FastAPI + service, Python UI, Docker Compose, and the sibling `../rag-service` repo + are retired. `audit:sibling-rag-service --require-retired` stays green. +- **Embedding-model/catalog release:** live. `free-ai` gateway returns 6 + enabled embedding models; all advertised dimensions (384/768/1024/1536) have + Vectorize bindings + `tenant`/`index_id` metadata indexes; D1 migrations + `0005`/`0006`/`0007` applied; `release-status:embedding-model`, + `readiness:embedding-model`, `smoke:rag-crud:embedding-model`, and + `readiness:full-port` (with `RAG_ALLOW_LIVE_OCR=1`) report `ok: true`. +- **Performance cache release:** live. `RAG_SHARED_QUERY_CACHE_ENABLED=true`, + `RAG_SHARED_EMBEDDING_CACHE_ENABLED=true`; semantic queries use a strong + lexical precheck before embedding/Vectorize. +- **A+ evidence release:** deployed. Live Starboard-domain proof passed + overall A+ (readiness, scoped query eval, lexical `kb-search`, semantic + `kb-query`, ingestion, observability, hosted UI). Final benchmark p95s: + lexical 99.46 ms, semantic 550.73 ms; query eval hit/citation rates 1.0. +- **Frontend surfaces:** Astro landing on Cloudflare Pages; Next.js/OpenNext + dashboard on Cloudflare Workers; Worker `/ui` operator testing surface. +- **Deployed corpus is opt-in.** The cutover shipped code + infra parity, not + a full demo-corpus backfill. Demo `legal`/`sec` query corpora need an + explicit ingestion run before they answer production questions. + +## Active work + +- Docs consolidation (this branch): unify scattered root-level and `docs/` + markdown into one canonical knowledge system with Blume as the presentation + layer only. See `docs/index.md`. + +## Blockers + +- **S-grade proof:** missing `KARTE_SESSION_COOKIE` and + `STARBOARD_SESSION_COOKIE` for authenticated product-session smokes. This + is not a Cloudflare runtime gap. Without them `smoke:consumer-auth` reports + skipped authenticated flows and `proof:s` correctly stays blocked. +- **AI Gateway cache:** implemented but not enabled (Wrangler OAuth blocked + gateway creation at the time). Revisit when unblocked. +- **Semantic p99 < 300 ms on completely unique cold misses:** query-result and + normalized embedding caches cover hot/repeated questions across isolates, not + first-seen misses. + +## Unresolved questions + +- Does HighSignal need a dedicated schema template, or can it use Worker + schema inference? (phase-2 integration; see + `docs/operations/highsignal-integration.md`) +- Should signal publication store knowledgebase trace IDs alongside generated + claims? (same) +- The dashboard `app/public/llms.txt` and `llms-full.txt` advertise + `https://search.sassmaker.com/api/ai` as an agent catalog, but the actual + file served is `app/public/api-ai.json` (a static asset). There is no + `/api/ai` route in the Next.js app. Either add a `/api/ai` route that serves + `api-ai.json`, or fix `llms.txt`/`llms-full.txt`/`robots.txt` to point at + `/api-ai.json`. (Discovered during the docs audit.) + +## Next steps + +1. Close the `/api/ai` vs `/api-ai.json` mismatch in `app/public/` (see + Unresolved questions). +2. Complete live S-grade consumer proof once session cookies are available: + `KARTE_SESSION_COOKIE= STARBOARD_SESSION_COOKIE= pnpm run + smoke:consumer-auth -- --require-authenticated`, then re-run `proof:s`. +3. Add first-class ingest idempotency / failure-classification proof so the + ingestion category can move from A+ to S without relying on route presence. +4. Keep post-cutover regression gates current whenever Worker routes, + parser/OCR behavior, or fleet RAG consumers change: `pnpm run check`, + `pnpm run gaps:full-port -- --json`, `pnpm run audit:sibling-rag-service + -- --json`, deployed `smoke:legacy-routes --require-complete`. +5. Richer eval trend views per project/kind/filter on top of persisted Worker + eval reports. +6. Framework-specific agent integration examples + an HTTP contract + compatibility test around the stable `/v1/kb/query` contract. + +## Deferred (durable) + +- Public multi-user hosting (until auth, per-project authorization, upload + limits, rate limits, job cancellation, backup drills, log redaction). +- Connector marketplace (manual/private corpus search remains the wedge). +- High Signal integration (phase-2; storage/ingest ownership must be decided + first). +- Per-project service-key rotation UI. +- Queue/workflow ingestion at scale on Worker. +- Exact Qdrant BM42 model equivalence on Worker (Cloudflare Vectorize is not + BM42; the Cloudflare-native replacement is the accepted parity — see + `docs/architecture/decisions.md` A4). +- Project templates (research papers, company knowledge, notes, manuals, + contracts, docs-site snapshots). + +## Deploy fingerprint + +The deployed Worker advertises +`knowledgebase-a-plus-evidence-2026-06-23`. `smoke:legacy-routes` and +`readiness:full-port` enforce the fingerprint by default; pass +`--expected-deploy-fingerprint ` only when intentionally deploying a +custom `RAG_DEPLOY_FINGERPRINT`. When the fingerprint changes, update this +line and move the old snapshot into the archive. diff --git a/blume.config.ts b/blume.config.ts new file mode 100644 index 0000000..f1fbc22 --- /dev/null +++ b/blume.config.ts @@ -0,0 +1,43 @@ +import { defineConfig } from "blume"; + +// Blume is the PRESENTATION layer only. The committed Markdown under docs/ is +// the source of truth. Do not add Blume-specific frontmatter that the docs +// depend on to make sense — plain Markdown must read correctly on its own. +// See docs/maintenance.md. +export default defineConfig({ + title: "Knowledgebase", + description: + "Private Agent Search — cited RAG over private, specialized corpora. Product, architecture, operations, and durable learnings for the knowledgebase fleet RAG service.", + + content: { + // Markdown source of truth. + root: "docs", + // Exclude non-markdown assets from being treated as pages (Blume already + // defaults to **/*.{md,mdx}; this is explicit). + include: ["**/*.md", "**/*.mdx"], + }, + + search: { + // Local, no hosted service. Archive snapshots are searchable too so + // historical context is reachable, but each archive page carries a banner + // pointing to its current successor. + provider: "orama", + }, + + ai: { + // Emit llms.txt so the docs site is agent-indexable. + llmsTxt: true, + }, + + seo: { + sitemap: true, + robots: true, + }, + + deployment: { + output: "static", + // Update this to the real docs domain when publishing. Left configurable + // so the repo is not coupled to a specific host. + site: "https://docs.sassmaker.com", + }, +}); diff --git a/docs/cloudflare-full-port.md b/docs/architecture/cloudflare-full-port.md similarity index 100% rename from docs/cloudflare-full-port.md rename to docs/architecture/cloudflare-full-port.md diff --git a/docs/architecture/decisions.md b/docs/architecture/decisions.md new file mode 100644 index 0000000..7045a83 --- /dev/null +++ b/docs/architecture/decisions.md @@ -0,0 +1,210 @@ +--- +title: Architectural decisions +description: Durable architectural decisions for the knowledgebase RAG service and the why behind each. Survives the Python→Cloudflare migration. +--- + +# Architectural decisions + +> Durable choices and the why behind each. Historical decision-by-decision +> narrative (Python era) is preserved in +> [`knowledge/archive/learning-python-era.md`](../knowledge/archive/learning-python-era.md) +> Part 4 and +> [`knowledge/archive/notes-python-era.md`](../knowledge/archive/notes-python-era.md). +> This page keeps the choices that still constrain the Cloudflare Worker. + +## A1 — Cloudflare-only runtime, no sibling service + +**Decision:** All fleet RAG runtime lives in `cloudflare/worker` (Hono Worker, +Workers AI, Vectorize, D1, R2, Queues, Workflows). The old Python FastAPI +service and the sibling `../rag-service` repo are retired. + +**Why:** One deployable, one auth model, one cost surface. Two RAG codebases +drifted; the retirement gate (`audit:sibling-rag-service --require-retired`) +exists precisely to keep a second one from reappearing. + +**Constraint:** Do not recreate a separate `rag-service` Worker. New product +additions must land in the Worker/D1 repository and `/v1/kb/*` aliases before +being considered product-complete. See +[`cloudflare-full-port.md`](cloudflare-full-port.md). + +## A2 — D1 for metadata, Vectorize for vectors, R2 for bytes + +**Decision:** Split storage. D1 holds projects/domains/schemas/files/entities/ +mentions/relationships/provenance/sessions/jobs/traces/evals. Vectorize holds +dense embeddings. R2 holds raw files and parse artifacts. + +**Why:** Each Cloudflare primitive does one job well. D1 gives SQL + JSONB-like +metadata + `SKIP LOCKED`-style job claiming semantics. Vectorize gives dense +search with metadata filters. R2 gives idempotent blob storage keyed by content +hash. Joining them in the Worker is cheap; replacing any one is bounded. + +**Constraint:** Cloudflare has no native managed Postgres and Vectorize is not +Qdrant BM42. The accepted replacement is the Cloudflare-native hybrid stack in +A4 — do not port in a foreign DB or sparse-vector engine. + +## A3 — "Cited or it didn't happen" is a data invariant, not a prompt hope + +**Decision:** Every retrieval path converges on the same `(file_id, page, +excerpt)` triple. Citations are produced structurally (chunk metadata, entity +mentions, provenance spans) and verified deterministically before the answer +ships. The synthesizer never sees text without a backing citation it can cite. + +**Why:** The hardest product line is "uncited answers are wrong answers." +Treating it as an enforced invariant rather than a prompt-level hope is what +makes it hold across new routes. When the GraphRAG-sketch route was added, its +themes shaped the answer but its `entity_mentions` were initially missing from +the citation list — caught in self-review, fixed by backfilling +`via="graph_route"` citations deduped against retrieval by `(file_id, +page_start)`. + +**Constraint:** Any new retrieval/answer route must terminate at a retrievable +citation triple. Span-cite picks the best sentence inside the chunk by dense +cosine; confidence is downgraded proportionally to per-claim verify pass rate. + +## A4 — Cloudflare-native hybrid retrieval replaces Qdrant BM42 + +**Decision:** The hybrid path is D1 exact structured routes + D1 relationship +graph expansion + Vectorize dense search + D1 BM25-style fuzzy sparse lexical +prefilter/scoring + RRF fusion + local MMR + deterministic rewrite/decompose +fanout + optional Workers AI neural rerank. Extractive cited answers by +default; opt-in Workers AI cited synthesis via `answer_mode: "workers_ai"`. + +**Why:** Cloudflare Vectorize does dense search and metadata filtering but not +sparse vectors. Building the sparse side over D1 chunks keeps everything +Cloudflare-native and lets the structured/graph fast paths short-circuit +embedding entirely for exact-term and entity-filter queries. + +**Constraint:** This is functional retrieval parity, not the exact BM42 model. +Do not claim BM42 equivalence. Semantic p99 on completely unique cold misses +still pays embedding + Vectorize latency; the query-result and normalized +embedding caches cover hot/repeated questions across isolates, not first-seen +misses. + +## A5 — Per-domain pipeline tuning, not global defaults + +**Decision:** Diversity-vs-precision knobs (MMR, hybrid alpha, query +rewriting/decomposition, CRAG) are per-domain. The SEC and Legal demos flipped +the sign on MMR (regressed SEC citation F1 by 0.13, lifted Legal by 0.09). + +**Why:** A global retrieval default is the wrong shape. 10-K boilerplate +questions want the same chunks ranked high; license-text questions want spread +across clauses. Same code, opposite signs. + +**Constraint:** Do not introduce a global retrieval default that overrides +per-domain config without measuring both demo domains. + +## A6 — Parse once, re-extract many + +**Decision:** Parse artifacts are cached at the element boundary (bbox, page, +element type), keyed on `sha256(file_bytes)`, stored in R2 with a D1 +`kb_parse_artifacts` map. Schema edits create a new ingest job keyed on +`(file_id, schema_id)`; the parse-cache hit makes re-extract substantially +cheaper than re-parsing. + +**Why:** Re-running schema-driven ingestion must not redo the expensive parsing +work (OCR, layout detection). Caching chunked text loses provenance; caching +LLM extraction is useless (schema changes invalidate it); caching only raw +bytes does nothing for the expensive part. + +**Constraint:** The cache is at the element boundary, not the chunk or +extraction boundary. Any new parser must emit elements with page + bbox +metadata or citations break. + +## A7 — TypeScript-native parsing, opt-in vision OCR + +**Decision:** The Worker parses text/JSON/NDJSON/CSV, HTML, digital PDF text +with coordinate-derived table rows, XLSX, DOCX, and PPTX in TypeScript. Workers +AI Markdown Conversion covers scanned/unsupported rich files in auto/forced +modes. Direct Workers AI vision OCR is opt-in via `RAG_VISION_OCR_MODEL` and +runs for PDFs whose local text extraction is weak, not only for textless PDFs. + +**Why:** Workers cannot host the old Python OCR/parser stack. Reinventing +Unstructured would eat the differentiation for 0% gain; the interesting layer +is schema-driven extraction above the parser. + +**Constraint:** Vision OCR is not enabled by default — LLaVA took ~71.8 s for +the scanned PDF and still missed target paragraphs. The packaged NVDA gate +tries `@cf/meta/llama-3.2-11b-vision-instruct` first, then +`@cf/meta/llama-4-scout-17b-16e-instruct`. Cloudflare requires an account-level +Meta license acceptance before the first Llama 3.2 Vision call (see +[`operations/runbook.md`](../operations/runbook.md)). + +## A8 — Queues + Workflows for async ingestion, inline as explicit override + +**Decision:** `/v1/kb/ingest/run` defaults to Workflow-backed Queue dispatch +when bound, falls back to direct Queue dispatch, and uses `async:false` as an +explicit inline/debug override. Durable run IDs live in D1 `workflow_id` and +propagate through Workflow instances, Queue messages, and job state. + +**Why:** Upload should return fast; parsing/embedding is slow and batchable. +Durable run IDs make retry and progress observable. The Queue consumer must be +idempotent because retries can deliver the same message multiple times. + +**Constraint:** Do not make inline the default path for production traffic. See +[`operations/jobs.md`](../operations/jobs.md). + +## A9 — Service-key auth with tenant isolation and append-only cutover keys + +**Decision:** `Authorization: Bearer ` or `X-RAG-Key`. `RAG_SERVICE_KEYS` +maps keys to tenant names. `RAG_SERVICE_KEYS_APPEND` allows temporary cutover +keys without overwriting the primary map; `RAG_SERVICE_PROOF_KEYS` is for +short-lived proof/eval runs. + +**Why:** Fleet consumers share one Worker; tenant isolation is enforced at the +index/chunk/metadata level. Append-only keys let verification happen without +disrupting consumer cutover keys. + +**Constraint:** Never commit real keys. Fleet-level verification lives in +SaaS Maker: `pnpm fleet:secret-audit -- --project knowledgebase --fail-on-missing`. + +## A10 — Two demo domains is the test of domain-agnosticism + +**Decision:** SEC (EDGAR filings) + Legal (SPDX licenses) ship side-by-side on +the same code with zero shared schema code. 9 distinct entity types across the +two schemas. + +**Why:** One domain proves capability; two proves the system is actually +domain-agnostic. The cross-domain eval confirmed it empirically — Legal × Flash +even beat SEC × Flash (F1 0.787 vs 0.618). + +**Constraint:** Do not bake domain-specific defaults into core code. Domain +shape lives in `domains//config.yaml` and `domains//schema.yaml`; +core code reads schema-declared pipeline roles (`graph_route`, `tabular`, +`tabular_identifier`). + +## A11 — Loud error logging and defensive LLM parsing are non-optional + +**Decision:** Every swallowed LLM error logs at WARNING/ERROR with type + first +200 chars; auth/quota errors re-raise so callers fail loudly. Every `json.loads` +on model output goes through a `_coerce_json`-style helper that strips fences, +searches for the first `{...}`, and returns `{}` on total failure. + +**Why:** Five production bugs (DuckDB missing dep, missing tickers, inconsistent +metric names, ghost Prometheus counter, RAGAS shape) were surfaced by loud +logging or by watching live logs during a real eval. Silent green tests tell +you the code doesn't crash, not that the system works. + +**Constraint:** Do not add a broad `except Exception` around an LLM call +without a loud log. Do not `json.loads` raw model output without a coerce +helper. See [`knowledge/learnings.md`](../knowledge/learnings.md) and +[`knowledge/failed-approaches.md`](../knowledge/failed-approaches.md). + +## A12 — Scorecard gates prevent "missing proof" masquerading as excellence + +**Decision:** `scorecard:a-plus` / `scorecard:s` grade reliability, deploy +readiness, retrieval performance/quality, ingestion reliability, observability, +and ease-of-use from readiness reports, operator reports, and benchmarks. +`proof:a-plus` / `proof:s` generate the deployed proof bundle and fail-fast +after readiness if the deployed fingerprint/health checks are stale before +spending eval or benchmark requests. + +**Why:** Without a gate, narrow, under-sampled, cached-only, or wrong-account +proof can masquerade as across-the-board evidence. The scorecard can require a +target domain, specific benchmark modes/surfaces, minimum repeat/sample counts, +and the expected deploy fingerprint so stale production reports fail inside the +gate. + +**Constraint:** Do not claim a grade without running the proof command. The +current S-grade blocker is not a Cloudflare gap — it is missing +`KARTE_SESSION_COOKIE` / `STARBOARD_SESSION_COOKIE` for authenticated consumer +smokes. See [`STATUS.md`](../../STATUS.md). diff --git a/DESIGN.md b/docs/architecture/overview.md similarity index 100% rename from DESIGN.md rename to docs/architecture/overview.md diff --git a/docs/development/testing.md b/docs/development/testing.md new file mode 100644 index 0000000..331c12b --- /dev/null +++ b/docs/development/testing.md @@ -0,0 +1,92 @@ +--- +title: Testing, evals, and readiness gates +description: Worker tests, parse/query evals, smokes, and the release readiness gates for the knowledgebase RAG service. +--- + +# Testing, evals, and readiness gates + +> Exact script names live in `cloudflare/worker/package.json`. This page is the +> gate taxonomy and when to run each. The operator-facing failure modes live in +> [`operations/runbook.md`](../operations/runbook.md). + +## Gate taxonomy + +| Gate | What it proves | Network | AI spend | When | +| --- | --- | --- | --- | --- | +| `pnpm check` | typecheck + vitest | no | no | every commit (CI) | +| `pnpm run preflight` | Wrangler bindings, D1 migration parity, legacy-route parity, Python retirement | no | no | before deploy | +| `pnpm run gaps:full-port` | full-port blocker inventory (`cloudflare/full-port-gaps.json`) | no | no | before deploy | +| `pnpm run audit:sibling-rag-service --require-retired` | no second RAG codebase | no | no | before deploy | +| `pnpm run eval:parse:nvda-scanned:dry-run` | local one-case scanned-PDF OCR payload | no | no | before deploy | +| `pnpm run smoke:local-cutover` | boot `wrangler dev`, prove aliases + fingerprint | local only | no | before deploy | +| `pnpm run deploy:dry-run` | bundle + binding validation | no | no | before deploy | +| `pnpm run predeploy:local` | all of the above + consumer audit/build + free-ai audit + release plan | local + sibling repos | no | the local pre-deploy gate | +| `pnpm run readiness` | deployed health + anon `/v1/*` rejection | yes | no | after deploy | +| `pnpm run readiness:auth` | full auth smoke with `RAG_SERVICE_KEY` | yes | minimal | after deploy | +| `pnpm run readiness:embedding-model` | live free-ai embedding catalog proof | yes | no | after embedding release | +| `pnpm run smoke:rag-crud:embedding-model` | mutating live selected-model CRUD | yes | yes | after embedding release | +| `pnpm run readiness:full-port` | health/auth + legacy aliases + fingerprint + live NVDA OCR + preflight + sibling audit + gap matrix | yes | yes (OCR) | the final live gate | +| `pnpm run proof:a-plus` / `proof:s` | deployed readiness + query eval + operator + benchmark + scorecard bundle | yes | yes | grade evidence | +| `pnpm run scorecard:a-plus` / `scorecard:s` | grades the proof bundle against thresholds | no | no | grade assignment | + +## The local pre-deploy gate + +```bash +cd cloudflare/worker +pnpm run predeploy:local +``` + +Wraps: Worker tests/typecheck, binding preflight, Python retirement audit, +no-external-`rag-service` reference guard, Linkchat/Starboard consumer source +audit + local Cloudflare bundle builds, local `../free-ai` embedding catalog + +cost-audited deploy-script audit, upstream free-ai cost/type/test check, +Vectorize embedding binding selectability audit, full-port gap matrix, no-network +NVDA scanned-PDF OCR eval payload dry-run, read-only embedding-model release +plan, local cutover smoke, and `wrangler deploy --dry-run`. + +This gate builds sibling fleet products (Karte `cf:build`, Starboard `build:cf`) +and reads repos on disk — it only works in a full local fleet checkout, not +single-repo CI. That is why CI runs only `pnpm run check`. + +## Eval harnesses + +- **Parse eval** — `scripts/legacy-parse-eval.mjs` builds parse-quality cases + from the migrated D1 JSON export plus mirrored raw/parse object roots. Dry-run + (`eval:parse:nvda-scanned:dry-run`) verifies the local one-case payload + without network or AI. Live (`eval:parse:nvda-scanned:live`) is the + authenticated deployed one-case gate. Posts to `/v1/kb/evals/parse`. +- **Search eval** — `POST /v1/kb/evals/search` reports hit rate, MRR, latency. +- **Query eval** — `POST /v1/kb/evals/query` scores answer hit rate, citation + rate, deterministic faithfulness/support coverage, opt-in Workers AI judge + scores, AI use rate, latency. Reports persist to D1; rollups via + `/v1/kb/evals/summary`. +- **Benchmark** — `benchmark:rag` emits mode-labeled lexical/semantic/hybrid + evidence for index, domain search, and domain answer surfaces with cache-hit + and non-cache latency buckets. + +## Scorecard thresholds (initial) + +- lexical A+: p95 ≤ 300 ms; A: p95 ≤ 500 ms +- hybrid A+: p95 ≤ 1000 ms; A: p95 ≤ 1500 ms +- semantic A+: p95 ≤ 2000 ms; A: p95 ≤ 3000 ms +- A+ proof: each benchmark report must have repeat ≥ 5 and ≥ 10 measured + requests; direct query eval evidence must include ≥ 2 evaluated rows +- retrieval quality A+: hit rate ≥ 0.92 plus citation/eval evidence; A: ≥ 0.85 + +## S-grade blocker + +The current S-grade blocker is **not** a Cloudflare runtime gap. It is missing +`KARTE_SESSION_COOKIE` and `STARBOARD_SESSION_COOKIE` for authenticated +product-session smokes. Without them, `smoke:consumer-auth` reports skipped +authenticated flows and S proof correctly remains blocked. See +[`STATUS.md`](../../STATUS.md). + +## Cost-guarding + +`readiness:full-port` skips Workers AI OCR until the deployed root aliases and +fingerprint prove the current Worker build, and still requires +`RAG_ALLOW_LIVE_OCR=1` or `--allow-live-ocr` before spending OCR. `proof:a-plus` +validates at least two labeled benchmark/eval queries locally before any live +request, and fail-fasts after readiness if the deployed fingerprint/health +checks are stale. Use `--dry-run` to inspect planned proof without network +calls or file writes. diff --git a/docs/development/workflows.md b/docs/development/workflows.md new file mode 100644 index 0000000..0279f18 --- /dev/null +++ b/docs/development/workflows.md @@ -0,0 +1,115 @@ +--- +title: Development workflows +description: Per-package commands, pre-commit hooks, CI, and branching for the knowledgebase monorepo. +--- + +# Development workflows + +> Implementation detail (exact script names, versions) lives in each package's +> `package.json`. This page is the workflow shape and the non-obvious +> constraints. + +## Repo shape + +Monorepo with **three independently-built packages** and no root +`package.json` / no root workspace. Each package has its own `pnpm-lock.yaml`. +Install per package. + +| Package | Path | Stack | Build | +| --- | --- | --- | --- | +| RAG Worker | `cloudflare/worker/` | Hono, Workers AI, Vectorize, D1, R2 | `wrangler` | +| Dashboard app | `app/` | Next.js 16, OpenNext | `next build` → `opennextjs-cloudflare` | +| Landing page | `landing-astro/` | Astro (static) | `astro build` | + +Legacy Python artifacts (`src/kb/`, `migrations/01_*..07_*`, Docker Compose) +are retired reference material. The active D1 migrations live in +`cloudflare/worker/migrations/`; the root `migrations/` folder is the legacy +Postgres set kept for migration-tooling reference. + +## Per-package commands + +```bash +# Worker (from cloudflare/worker/) +pnpm install +pnpm dev # wrangler dev --local +pnpm check # typecheck + vitest run (the CI gate) +pnpm test # vitest run +pnpm typecheck # tsc --noEmit +pnpm deploy # wrangler deploy — ASK before touching prod + +# App (from app/) +pnpm install +pnpm dev # next dev +pnpm build # next build +pnpm typecheck # next typegen && tsc --noEmit +pnpm check # typecheck + lint +pnpm deploy:cf # OpenNext build + deploy — ASK before touching prod + +# Landing (from landing-astro/) +pnpm install +pnpm build # astro build +pnpm preview # astro preview +``` + +The root `Makefile` wraps the most common Worker gates (`make worker-check`, +`make worker-preflight`, `make worker-gaps`, `make worker-predeploy-local`, +etc.) so you can run them from the repo root. + +## Pre-commit hooks + +Two hook systems run on `git commit`; both pass: + +- `.husky/pre-commit` — `uv run ruff format --check` + `ruff check` on staged + Python (inert now that the Python runtime is retired, but kept for the + legacy `src/kb/` reference tree if it ever reappears). +- `.pre-commit-config.yaml` — pre-commit framework hooks: trailing whitespace + (excludes `.md`), end-of-file fixer, YAML/TOML/JSON validators, + large-file guard (`--maxkb=512`), merge-conflict / debug-statement / + private-key detectors, ruff + ruff-format on `src/` and `tests/`, and + `validate-pyproject`. + +Install pre-commit once with `uv tool install pre-commit && pre-commit install`. +The husky hook is committed; pre-commit is the cross-language orchestrator. + +## CI + +`.github/workflows/ci.yml` runs on push to `main` and on PRs: + +- `worker-check` job: `pnpm install --frozen-lockfile` then `pnpm run check` + (typecheck + vitest) in `cloudflare/worker`. This is the comprehensive logic + gate that runs in single-repo CI. + +The local full-fleet `predeploy:local` gate (which builds sibling fleet +products and reads repos on disk) only works in a full local fleet checkout, +not single-repo CI. Run `pnpm run predeploy` locally before shipping. See +[`testing.md`](testing.md). + +`.github/workflows/eval.yml` runs on PRs touching `cloudflare/**` or +`domains/**`: `eval:parse:legacy:dry-run`, `preflight --json`, +`gaps:full-port --json`. It is a dry-run gate; it does not spend AI calls. + +`.github/workflows/docs.yml` validates this docs tree (link check + Blume +build). See [`maintenance.md`](../maintenance.md). + +## Branching + +- `main` is the deployable trunk. +- Feature work branches off `main` (e.g. `docs/knowledge-system-consolidation`). +- Do not push, deploy, release, run migrations, or open PRs without explicit + approval — see `AGENTS.md` constraints. +- Keep diffs small and reviewable. Preserve unrelated in-progress work. + +## Non-obvious constraints + +- **No root workspace.** `pnpm install` must be run inside each package. + Adding a root `package.json` would break the per-package lockfile model. +- **`cloudflare/worker/wrangler.jsonc` is the binding source of truth.** If + bindings drift from the expected Cloudflare services, `pnpm run preflight` + fails. Fix the config, not the preflight. +- **Do not commit secrets.** `RAG_SERVICE_KEYS`, `.env`, SSH keys, cloud + credentials, kube configs, and production configs are off-limits. The + pre-commit `detect-private-key` hook guards PEM-style keys; it is not a + substitute for judgment. +- **Do not recreate a sibling `rag-service`.** `audit:sibling-rag-service + --require-retired` is a release gate. See + [`architecture/decisions.md`](../architecture/decisions.md) A1. diff --git a/docs/index.md b/docs/index.md new file mode 100644 index 0000000..7ce6392 --- /dev/null +++ b/docs/index.md @@ -0,0 +1,87 @@ +--- +title: Knowledgebase docs +description: Private Agent Search — cited RAG over private, specialized corpora. Product, architecture, operations, and durable learnings for the knowledgebase fleet RAG service. +--- + +# Knowledgebase docs + +> Source of truth is the Markdown in this `docs/` tree (plus the code). +> Blume renders it; it does not own it. See +> [`docs/maintenance.md`](maintenance.md) for how to edit this knowledge system. + +**Knowledgebase** is the fleet `RAG_SERVICE`: a Cloudflare Worker that does +cited search and grounded answers over private, specialized document +collections. Exa-style search for corpora the open web cannot reach — research +papers, company private information, filings, contracts, manuals, notes — with +explicit schemas and `(file, page, excerpt)` provenance for agents. + +- **Live status:** [`STATUS.md`](../STATUS.md) +- **Agent bootloader:** [`AGENTS.md`](../AGENTS.md) +- **Public README:** [`README.md`](../README.md) +- **Worker package README:** [`cloudflare/worker/README.md`](../cloudflare/worker/README.md) + +## Start here + +| If you want to… | Read | +| --- | --- | +| Understand what this product is and is not | [`product/overview.md`](product/overview.md) | +| See the runtime shape and storage split | [`architecture/overview.md`](architecture/overview.md) | +| Understand the non-obvious architectural choices | [`architecture/decisions.md`](architecture/decisions.md) | +| Run the Worker locally / ship a change | [`development/workflows.md`](development/workflows.md) | +| Run tests, evals, smokes, readiness gates | [`development/testing.md`](development/testing.md) | +| Operate or debug a deployment | [`operations/runbook.md`](operations/runbook.md) | +| Add a new corpus domain | [`product/onboard-new-domain.md`](product/onboard-new-domain.md) | +| Call the API from an agent | [`product/agent-tool-contract.md`](product/agent-tool-contract.md) | + +## Full map + +### Product + +- [`product/overview.md`](product/overview.md) — thesis, wedge, surfaces, what is real today +- [`product/agent-search-direction.md`](product/agent-search-direction.md) — product direction and gap map +- [`product/agent-tool-contract.md`](product/agent-tool-contract.md) — `/v1/kb/query` HTTP contract for agents +- [`product/agent-integration-examples.md`](product/agent-integration-examples.md) — tool schema + wrapper examples +- [`product/bring-your-own-corpus.md`](product/bring-your-own-corpus.md) — self-serve private corpus flow +- [`product/onboard-new-domain.md`](product/onboard-new-domain.md) — adding a third domain +- [`product/demo-walkthrough.md`](product/demo-walkthrough.md) — 5 live demos, in order + +### Architecture + +- [`architecture/overview.md`](architecture/overview.md) — runtime, ingestion, retrieval, testing surface +- [`architecture/decisions.md`](architecture/decisions.md) — durable architectural decisions and the why behind each +- [`architecture/cloudflare-full-port.md`](architecture/cloudflare-full-port.md) — what Cloudflare can/cannot fill, with status + +### Development + +- [`development/workflows.md`](development/workflows.md) — per-package commands, pre-commit, CI, branching +- [`development/testing.md`](development/testing.md) — tests, evals, smokes, readiness/release gates + +### Operations + +- [`operations/runbook.md`](operations/runbook.md) — worker checks, deployed smoke, parse eval, failure modes +- [`operations/hosting-personal.md`](operations/hosting-personal.md) — personal hosting checklist +- [`operations/highsignal-integration.md`](operations/highsignal-integration.md) — fleet consumer integration notes +- [`operations/jobs.md`](operations/jobs.md) — async ingestion (Queues + Workflows); no scheduled jobs + +### Knowledge + +- [`knowledge/learnings.md`](knowledge/learnings.md) — durable lessons that survive the Python→Cloudflare migration +- [`knowledge/failed-approaches.md`](knowledge/failed-approaches.md) — methodology bugs, ghost features, and resolved traps +- [`knowledge/new-things.md`](knowledge/new-things.md) — study queue for non-standard tech in this repo +- [`knowledge/archive/`](knowledge/archive/) — preserved snapshots (Python-era notes, submission brief, external review, status log) + +### Meta + +- [`maintenance.md`](maintenance.md) — how to edit this docs system, validation, and Blume build + +## Conventions + +- Markdown in this tree is the source of truth. Code and `wrangler.jsonc` / + `package.json` / migrations remain authoritative for implementation details. +- One fact, one home. If a fact lives in code, link to the code instead of + restating it. +- Historical snapshots live under `knowledge/archive/` and are linked from the + current docs that supersede them. Do not edit archive bodies to "update" them; + update the current doc and let the archive stay a snapshot. +- Mark unresolved questions explicitly (see `STATUS.md` → "Unresolved + questions"). diff --git a/docs/cloudflare-agent-handoff.md b/docs/knowledge/archive/cloudflare-agent-handoff.md similarity index 98% rename from docs/cloudflare-agent-handoff.md rename to docs/knowledge/archive/cloudflare-agent-handoff.md index b51f3fa..2840523 100644 --- a/docs/cloudflare-agent-handoff.md +++ b/docs/knowledge/archive/cloudflare-agent-handoff.md @@ -1,5 +1,10 @@ # Cloudflare Migration Agent Handoff +> **Archived snapshot (2026-06-22).** Preserved for handoff/audit history. +> Current migration state lives in [`STATUS.md`](../../../STATUS.md); durable +> Cloudflare-port decisions live in +> [`docs/architecture/cloudflare-full-port.md`](../../architecture/cloudflare-full-port.md). + Last updated: 2026-06-22 ## Cloudflare Migration Complete Live diff --git a/GROK_FINDINGS.md b/docs/knowledge/archive/grok-findings.md similarity index 98% rename from GROK_FINDINGS.md rename to docs/knowledge/archive/grok-findings.md index 7f66b18..d333f22 100644 --- a/GROK_FINDINGS.md +++ b/docs/knowledge/archive/grok-findings.md @@ -3,6 +3,11 @@ > Historical review of the initial Python service. The active product runtime is > now the Cloudflare Worker in `cloudflare/worker`; the reviewed Python > `src/kb` runtime has been retired. +> +> **Archived snapshot.** The durable defensive-parsing and loud-logging lessons +> from this review are re-homed in +> [`docs/knowledge/learnings.md`](../learnings.md); the resolved bugs are +> captured in [`docs/knowledge/failed-approaches.md`](../failed-approaches.md). **Generated:** 2026-05-26 **Source:** Full initial codebase review (fresh repository) diff --git a/LEARNING.md b/docs/knowledge/archive/learning-python-era.md similarity index 98% rename from LEARNING.md rename to docs/knowledge/archive/learning-python-era.md index 658e3ac..644089a 100644 --- a/LEARNING.md +++ b/docs/knowledge/archive/learning-python-era.md @@ -2,6 +2,13 @@ > Historical learning log spanning the original Python service and migration. > Current runtime and checks live under `cloudflare/worker`. +> +> **Archived snapshot.** The five distilled lessons are re-homed in +> [`docs/knowledge/learnings.md`](../learnings.md); the methodology bugs and +> failed approaches are re-homed in +> [`docs/knowledge/failed-approaches.md`](../failed-approaches.md). Internal +> references to `NOTES.md`, `DESIGN.md`, etc. below refer to sibling files in +> this archive folder. This is the **one document** to read end-to-end and understand everything we did, every decision made, every bug found, every number recorded. diff --git a/LIVE_VERIFICATION.md b/docs/knowledge/archive/live-verification.md similarity index 98% rename from LIVE_VERIFICATION.md rename to docs/knowledge/archive/live-verification.md index 522dd35..0f8b67b 100644 --- a/LIVE_VERIFICATION.md +++ b/docs/knowledge/archive/live-verification.md @@ -2,6 +2,10 @@ > Historical verification log from the Python reference phase. Current release > verification is the Worker-local gate under `cloudflare/worker`. +> +> **Archived snapshot.** Current release/verification commands live in +> [`docs/development/testing.md`](../../development/testing.md) and +> [`docs/operations/runbook.md`](../../operations/runbook.md). > **Update 2026-05-27 — Step 7 (cross-model + bug-sweep round)** > diff --git a/NOTES.md b/docs/knowledge/archive/notes-python-era.md similarity index 99% rename from NOTES.md rename to docs/knowledge/archive/notes-python-era.md index b2bde58..96fe132 100644 --- a/NOTES.md +++ b/docs/knowledge/archive/notes-python-era.md @@ -3,6 +3,12 @@ > Historical engineering notes for the original Python implementation and its > migration path. The active product runtime is now the Cloudflare Worker in > `cloudflare/worker`. +> +> **Archived snapshot.** Distilled durable lessons live in +> [`docs/knowledge/learnings.md`](../learnings.md); durable architectural +> decisions live in [`docs/architecture/decisions.md`](../../architecture/decisions.md). +> Internal references to other root-level docs (e.g. `NOTES.md`, `LEARNING.md`) +> below refer to sibling files in this archive folder. This file is a single-source reference for talking through this codebase. It covers (a) every decision and why, (b) the research and primary sources diff --git a/PROJECT_STATUS.md b/docs/knowledge/archive/project-status-2026-06-28.md similarity index 99% rename from PROJECT_STATUS.md rename to docs/knowledge/archive/project-status-2026-06-28.md index 4dc853e..8a98bd9 100644 --- a/PROJECT_STATUS.md +++ b/docs/knowledge/archive/project-status-2026-06-28.md @@ -1,4 +1,10 @@ -# knowledgebase — PROJECT STATUS +# knowledgebase — PROJECT STATUS (snapshot 2026-06-28) + +> **Archived snapshot.** Preserved as the detailed status log as of 2026-06-28. +> The short live-status view is [`STATUS.md`](../../../STATUS.md); the product +> thesis and surfaces are in +> [`docs/product/overview.md`](../../product/overview.md); durable deferred/blocked +> items are carried forward in `STATUS.md`. Last updated: 2026-06-28 diff --git a/SESSION_LOG.md b/docs/knowledge/archive/session-log.md similarity index 98% rename from SESSION_LOG.md rename to docs/knowledge/archive/session-log.md index 7e2744e..f5bc624 100644 --- a/SESSION_LOG.md +++ b/docs/knowledge/archive/session-log.md @@ -2,6 +2,10 @@ > Historical session log from the Python reference era. Current runtime and UI > live in the Cloudflare Worker under `cloudflare/worker`. +> +> **Archived snapshot.** The `(project, kind)` data model and ingestion API +> shape described here are now realized in the Worker `/v1/kb/*` routes (see +> [`cloudflare/worker/README.md`](../../../cloudflare/worker/README.md)). A working log of the work done after the original submission landed. Reading order: top to bottom. For commit-level detail, `git log --oneline dd141e1..HEAD`. diff --git a/WRITEUP.md b/docs/knowledge/archive/writeup.md similarity index 96% rename from WRITEUP.md rename to docs/knowledge/archive/writeup.md index a4819a3..d9edaa8 100644 --- a/WRITEUP.md +++ b/docs/knowledge/archive/writeup.md @@ -3,6 +3,12 @@ > Historical submission brief. The active product runtime is now the > Cloudflare Worker in `cloudflare/worker`; the old Python `src/kb` runtime has > been retired. +> +> **Archived snapshot.** The "three trickiest decisions" below are re-homed and +> kept current in +> [`docs/architecture/decisions.md`](../../architecture/decisions.md); the +> architecture diagram lives in +> [`docs/architecture/overview.md`](../../architecture/overview.md). **Repository:** [github.com/sass-maker/knowledge-base](https://github.com/sass-maker/knowledge-base) @@ -18,7 +24,7 @@ An earlier iteration left four files in `src/kb/query` and `src/kb/extract` with ## 1. Architecture -![Architecture diagram](docs/img/architecture.png) +![Architecture diagram](../../img/architecture.png) Three stores, each with one job. Postgres holds the versioned schemas, the entities the pipeline extracts (lineage walked via recursive CTEs), and the ingest job queue. `SELECT ... FOR UPDATE SKIP LOCKED` makes that a real queue without bringing in Celery. Qdrant holds the chunks, with native dense + sparse hybrid and RRF fusion; a pgvector adapter is shipped behind the same Protocol so the choice isn't permanent. MinIO holds raw bytes and cached parse artifacts. Workers fan out as an asyncio pool, with per-file failures bounded so one bad PDF doesn't poison the rest of the index. diff --git a/WRITEUP.pdf b/docs/knowledge/archive/writeup.pdf similarity index 100% rename from WRITEUP.pdf rename to docs/knowledge/archive/writeup.pdf diff --git a/docs/knowledge/failed-approaches.md b/docs/knowledge/failed-approaches.md new file mode 100644 index 0000000..c88dd0e --- /dev/null +++ b/docs/knowledge/failed-approaches.md @@ -0,0 +1,148 @@ +--- +title: Failed approaches and resolved traps +description: Methodology bugs, ghost features, and resolved traps from the Python era — preserved so they are not re-introduced. +--- + +# Failed approaches and resolved traps + +> Preserved so the same traps are not re-introduced. Full historical detail in +> [`archive/learning-python-era.md`](archive/learning-python-era.md) Part 4 and +> [`archive/grok-findings.md`](archive/grok-findings.md). Each entry: what +> happened, how it surfaced, the fix, and the durable constraint. + +## F1 — DuckDB structured-query route was 100% broken in v0–v5 + +- **What:** `duckdb` was missing from `pyproject.toml`; the + `from kb.query.duckdb_route import maybe_duckdb_answer` lived outside the + try/except in `engine.py`, so every aggregate question returned 500 and eval + logged `query_error`. All v0–v5 numbers were achieved with this route dead. +- **How it surfaced:** after switching to the free-AI gateway with loud error + logging, `ModuleNotFoundError: No module named 'duckdb'` appeared in API logs + on every aggregate question. +- **Fix:** add `duckdb>=1.0`, move the import inside the try/except, document + the retroactive caveat honestly. +- **Durable constraint:** a missing optional dependency must fail loudly and + locally, not silently fall through to a 500. In the Worker, the structured + route is D1-native (no optional dep) — but the lesson is: guard imports of + optional code paths. + +## F2 — Most FinancialMetric entities lacked a ticker + +- **What:** only 3 of 15 SEC `FinancialMetric` entities had a `ticker`; every + `WHERE ticker='AAPL'` matched zero rows. +- **How it surfaced:** per-question failure analysis; a judge reason read + "DuckDB query returned 'None'". +- **Fix:** backfill ticker from the filing filename regex `^([A-Z]{1,5})[_-]` + at DuckDB-build time, only when the entity's own ticker is missing. +- **Durable constraint:** extraction-time field absence is a data-quality bug, + not a query bug. The Cloudflare Worker's entity fast path + (`/v1/kb/entities/search`) is the zero-AI D1 exact-lookup path; if a field is + missing on entities, no query-time fallback silently rescues it forever — + fix extraction or backfill explicitly. + +## F3 — Metric names are inconsistent across companies + +- **What:** Apple revenue → `name='Total Net Sales'`; MSFT/NVDA revenue → + `name='Revenue'`. Even after the ticker fix, `WHERE ticker='AAPL' AND + name='Revenue'` matched 0 rows for Apple. +- **Fix:** derived `metric_canonical` column bucketing variations into + canonical names (`revenue`, `revenue_segment`, `net_income`, …) at query + time. A lookup table, not re-extraction — cheap, deterministic, auditable. +- **Durable constraint:** a vocabulary table at query time beats re-extraction + for normalization. Re-extraction is slow, expensive, and non-deterministic. +- **Honest limit:** on the 25-question SEC eval the lift was within the ±4pt + noise floor; one question flipped ✓→✗ due to LLM nondeterminism. The fix is + correct behaviorally; the dataset was too small to show the lift. + +## F4 — Prometheus `record_query` was a ghost feature + +- **What:** `kb_queries_total` showed 0 even though the eval had just run + dozens of queries. `record_query` was defined in `kb.api.metrics`, never + called from anywhere. +- **How it surfaced:** defensive `curl /metrics` sweep while waiting for an + eval. +- **Fix:** wire it in at the end of `answer_query()` in a try/except so a + metrics failure cannot fail a successful query. +- **Durable constraint:** the Worker emits Analytics Engine data points for + successful query traces and eval reports via `RAG_ANALYTICS`. If you add a + metric, wire it in at the call site in the same change — do not ship a + defined-but-uncalled metric. + +## F5 — RAGAS crashed on flash-lite + +- **What:** `AttributeError: 'str' object has no attribute 'get'` during RAGAS + scoring. `gemini-2.5-flash-lite` returned `{"chunks": ["str1", "str2"]}` + (list of strings) instead of `{"chunks": [{"relevant": true}, ...]}`. +- **Fix:** defensively skip non-dict items in every RAGAS sub-metric. +- **Durable constraint:** never assume a model returns the documented shape. + See L2. + +## F6 — Methodology bug: env-via-`docker compose exec -e` does not reach the API server + +- **What:** the first cross-model eval used `docker compose exec -e AI_MODEL=… + api python -m kb.eval.run …`. The env override sets variables for the + eval-CLI shell, but the API server is a separate process that loaded its env + from `.env` at container start. The "Pro synth" run was secretly synth=flash. +- **How it surfaced:** two report files had identical MD5 hashes. +- **Fix:** update `.env` between runs and restart the API container. +- **Durable constraint:** when swapping a model that a long-running server + reads at startup, restart the server. Detect identical-output hashes as a + methodology-failure signal. See L3. + +## F7 — Judge-confound + +- **What:** first Flash run used Flash as both synth and judge. Second Flash + run used Flash synth + Pro judge. Pass rate moved +12pts with no synth + change — the judge was the confound. +- **Fix:** hold judge model constant at `gemini-2.5-pro` for every cross-model + run. +- **Durable constraint:** hold the judge constant when comparing synth models. + See L3. + +## F8 — GraphRAG citation gap (self-caught) + +- **What:** the GraphRAG-sketch route's narrative themes shaped the answer but + its `entity_mentions` were not in the final `Citation` list. The answer was + technically cited but a theme could draw from entity #14 while the citation + list cited chunks #2 and #5. +- **How it surfaced:** self-review before shipping. +- **Fix:** backfill `via="graph_route"` citations deduped against retrieval by + `(file_id, page_start)`. +- **Durable constraint:** every new retrieval route must terminate at a + retrievable citation triple. See A3 / L7. + +## F9 — Cross-process Qdrant collection race (Grok #1) + +- **What:** `ensure_collection` used a per-process `asyncio.Lock` + in-memory + `_ensured` set. Workers run in separate processes, so the lock provided no + cross-process exclusion. On concurrent first ingest, multiple workers passed + the existence check, hit create_collection races, and still marked `_ensured` + on the failure path. Subsequent upsert/scroll/query 404'd against a + non-existent collection. This was the "4/13 files failed on first concurrent + ingest" bug. +- **Fix:** Postgres advisory lock for cross-process exclusion + + `_ensure_and_retry_op` wrapper on every vector op. +- **Durable constraint:** per-process locks do not protect across processes. + The Cloudflare Worker is single-isolate-per-request so this specific race is + gone, but the lesson generalizes: do not mark a resource "ensured" on the + failure path, and wrap idempotent ops with retry-on-not-found. + +## F10 — LLM errors swallowed at INFO (Grok #12) + +- **What:** extremely broad `except Exception` around every LLM call turned + auth failures (402), rate limits, context-length errors, and schema + violations into silent fallbacks that produced empty extractions or default + "lookup" intents. The job still succeeded (with zero entities) and the query + returned low-quality answers. +- **Fix:** auth/quota at ERROR level (and re-raise); retryable at WARNING with + type + first 200 chars. +- **Durable constraint:** see L1 / A11. This is the single highest-leverage + change of the Python era — it surfaced F1, F2, F3, F4. + +## Resolved external review (Grok, 13 findings) + +All 13 findings from the initial codebase review are closed (12 fixed in +commits `80ce401`, `0b99f83`, `4b400c9`, `f0b50c0`; 1 acknowledged as +documentation-only). The full review with per-issue file/line/suggestion/status +is preserved in [`archive/grok-findings.md`](archive/grok-findings.md). The +durable ones are F9, F10, and the defensive-parsing pattern (L2). diff --git a/docs/knowledge/learnings.md b/docs/knowledge/learnings.md new file mode 100644 index 0000000..3a758d5 --- /dev/null +++ b/docs/knowledge/learnings.md @@ -0,0 +1,91 @@ +--- +title: Durable learnings +description: Lessons that survive the Python→Cloudflare migration. Distilled from the archived session notes. +--- + +# Durable learnings + +> Distilled from +> [`archive/learning-python-era.md`](archive/learning-python-era.md) Part 8, +> [`archive/notes-python-era.md`](archive/notes-python-era.md), and +> [`archive/grok-findings.md`](archive/grok-findings.md). These are the lessons +> that still constrain the Cloudflare Worker, not the historical narrative. + +## L1 — Logging is leverage + +Every production bug caught in the Python era (DuckDB missing dep, missing +tickers, inconsistent metric names, ghost Prometheus counter, RAGAS shape) was +made visible by either loud LLM-error logging or by watching live logs during a +real eval. Silent green tests tell you the code doesn't crash, not that the +system works. + +**Applied in the Worker:** swallowed LLM errors log at WARNING/ERROR with type ++ first 200 chars; auth/quota re-raise. See +[`architecture/decisions.md`](../architecture/decisions.md) A11. + +## L2 — Defensive parsing is non-optional in LLM pipelines + +Three separate bugs in one session were "the model returned a string where a +dict was expected" or "the model returned `{}` where a structured payload was +expected." `_coerce_json`-style helpers (strip fences, search for the first +`{...}`, return `{}` on total failure) belong on every `json.loads` of model +output. + +**Applied in the Worker:** every chat-json path coerces; callers never see a +raw `JSONDecodeError`. See A11. + +## L3 — Methodology bugs are eval bugs + +The first three cross-model eval runs were dead because `docker compose exec -e` +does not propagate env to the API server process. A judge-confound moved scores +12 points. Document the methodology before you run, not after; hold the judge +model constant; detect identical-report-MD5 as a methodology-failure signal. + +**Applied now:** the Worker scorecard gates require minimum repeat/sample +counts, expected deploy fingerprints, and labeled query validation before any +live request, so under-sampled or stale proof cannot masquerade as evidence. +See [`development/testing.md`](../development/testing.md). + +## L4 — Bigger model is not always better for RAG synthesis + +A frontier synth model facing weak context hedges correctly and tanks pass +rate. With strong retrieval, the cheap decisive model wins: `groq-llama-3.1-8b` +beat `gemini-2.5-pro` by 24 pass-rate points on SEC. This is contingent on +retrieval quality — with reranker+RRF off, the 8b model commits to wrong +sources and the result flips. + +**Production implication:** per-domain synth config (or per-question routing) +is necessary. A "pick one model" policy is wrong; the right model depends on +what kind of grounding the answer needs. See +[`product/overview.md`](../product/overview.md) "Empirical headline". + +## L5 — End-to-end testing finds bugs no unit test will + +The DuckDB `ImportError`, the missing tickers, and the inconsistent metric +names are all things you cannot unit-test, only e2e-test. Synthetic evals are +the cheapest e2e you can build. The parse-eval, search-eval, and query-eval +harnesses exist for this reason. + +## L6 — Two demo domains is the test of domain-agnosticism + +One domain proves capability; two proves the system is actually +domain-agnostic. SEC + Legal on the same code, with opposite MMR signs, is the +evidence. A global retrieval default is the wrong shape — diversity-vs-precision +is a per-domain choice. See A5. + +## L7 — Cited stays cited across new routes + +When a new retrieval route is added, its evidence must terminate at a +retrievable `(file_id, page, excerpt)` triple. The GraphRAG-sketch route +initially shaped answers with entity themes that were not in the citation list +— caught in self-review, fixed by backfilling `via="graph_route"` citations +deduped by `(file_id, page_start)`. See A3. + +## L8 — Wrap, don't reinvent, the parser layer + +Unstructured solved 10 years of layout detection, OCR routing, and table +extraction. The interesting layer is what goes above: schema-driven extraction +with per-field provenance, entity resolution, retrieval-quality decisions. +Reinventing the parser would eat 80% of the effort for 0% of the +differentiation. In the Cloudflare port this became "use Workers AI Markdown +Conversion + vision OCR instead of porting Unstructured." See A7. diff --git a/docs/learning/new-things.md b/docs/knowledge/new-things.md similarity index 100% rename from docs/learning/new-things.md rename to docs/knowledge/new-things.md diff --git a/docs/maintenance.md b/docs/maintenance.md new file mode 100644 index 0000000..1916eba --- /dev/null +++ b/docs/maintenance.md @@ -0,0 +1,90 @@ +--- +title: Maintaining this docs system +description: How to edit the knowledgebase docs tree, validate links, and build with Blume. Markdown is the source of truth; Blume is only the presentation layer. +--- + +# Maintaining this docs system + +> Rules: Markdown in `docs/` is the source of truth. Blume only renders it. +> Code and executable config (`wrangler.jsonc`, `package.json`, migrations) +> remain authoritative for implementation details and schedules. + +## Where things live + +See [`index.md`](index.md) for the full map. Canonical homes: + +- **Product framing** → `docs/product/` +- **Architecture + durable decisions** → `docs/architecture/` (and + `docs/architecture/decisions.md` for the why) +- **Dev workflow + testing gates** → `docs/development/` +- **Operations + runbooks + jobs** → `docs/operations/` +- **Durable learnings + failed approaches** → `docs/knowledge/` +- **Snapshots (Python era, submission brief, external review, old status)** → + `docs/knowledge/archive/` +- **Live status** → `STATUS.md` (repo root, short) +- **Agent bootloader** → `AGENTS.md` (repo root, concise) + +## Editing rules + +1. **One fact, one home.** If a fact lives in code, link to the code instead of + restating it. If a fact already has a canonical doc, edit that doc — do not + add a second home. +2. **Do not duplicate easily-discoverable facts.** Route lists, script names, + binding config, and migration contents belong in code/`package.json`/ + `wrangler.jsonc`; docs link to them. +3. **Do not invent information.** Mark unresolved questions explicitly in + `STATUS.md` → "Unresolved questions". +4. **Preserve snapshots.** `docs/knowledge/archive/` files are snapshots. Do + not rewrite their bodies to "update" them — update the current doc that + supersedes them and let the archive stay a snapshot. Each archive file + carries a banner pointing to its current successor. +5. **Keep pages focused.** Target 150–300 lines per markdown file. Split + catch-all docs into per-topic pages. +6. **Prefer `git mv`** when reorganizing so rename history is preserved. +7. **Do not create empty folders or placeholder docs.** Every doc must have + useful content. + +## Linking + +- Use relative links between docs (`../architecture/decisions.md`, not + `docs/architecture/decisions.md` from a doc inside `docs/`). +- Link to code with repo-relative paths (`cloudflare/worker/src/index.ts`) in + backticks for code references, or as links for files worth opening. +- The link checker validates relative `.md`/image links and anchors. It does + not fetch external URLs (no network in CI). + +## Validation + +```bash +# From repo root — check internal markdown links + frontmatter +node scripts/docs-check-links.mjs + +# Build the docs site with Blume (presentation layer only) +pnpm install --frozen-lockfile # installs blume + link checker deps +pnpm run docs:check # link check +pnpm run docs:build # blume build → dist/ +pnpm run docs:preview # blume preview +``` + +CI (`.github/workflows/docs.yml`) runs `docs:check` and `docs:build` on PRs +touching `docs/`, `STATUS.md`, `AGENTS.md`, `blume.config.ts`, or +`scripts/docs-check-links.mjs`. + +## Blume + +`blume.config.ts` at the repo root points Blume at `docs/` as the content +root. Blume generates a static site into `dist/` (gitignored). The committed +Markdown is the source of truth; Blume is only the presentation and search +layer. Do not add Blume-specific frontmatter that the source-of-truth docs +depend on to make sense — plain Markdown must read correctly on its own. + +`docs/knowledge/archive/` is included in the Blume build so historical +snapshots are reachable, but each archive page carries a banner that points to +its current successor. + +## When the deploy fingerprint changes + +Update the "Deploy fingerprint" line in `STATUS.md`, then move the old +detailed status snapshot into `docs/knowledge/archive/` with a dated filename +(e.g. `project-status-YYYY-MM-DD.md`) and a banner. Do not let +deploy-version-specific text accumulate in `STATUS.md`. diff --git a/docs/highsignal-integration.md b/docs/operations/highsignal-integration.md similarity index 100% rename from docs/highsignal-integration.md rename to docs/operations/highsignal-integration.md diff --git a/docs/hosting-personal.md b/docs/operations/hosting-personal.md similarity index 100% rename from docs/hosting-personal.md rename to docs/operations/hosting-personal.md diff --git a/docs/operations/jobs.md b/docs/operations/jobs.md new file mode 100644 index 0000000..51772d6 --- /dev/null +++ b/docs/operations/jobs.md @@ -0,0 +1,64 @@ +--- +title: Async jobs and scheduled work +description: Queues + Workflows ingestion is the only async path. There are no cron/scheduled jobs in the Worker. +--- + +# Async jobs and scheduled work + +> Code is authoritative for the binding config: see +> `cloudflare/worker/wrangler.jsonc` (`queues`, `workflows`) and +> `cloudflare/worker/src/index.ts` (`KbIngestWorkflow`). + +## No scheduled (cron) jobs + +The Worker defines **no** `[triggers]` / `scheduled` handler. There is no cron +in `wrangler.jsonc` and no `scheduled(event, env, ctx)` export in +`cloudflare/worker/src/index.ts`. Do not add one without updating this page and +`architecture/decisions.md`. + +If a periodic task is ever needed (e.g. embedding-cache eviction, stale-job +sweep, eval rollups), it belongs behind a `[triggers]` entry in +`wrangler.jsonc` and a `scheduled` handler in the Worker, and must be +documented here as a new job with its cadence, failure mode, and cost guard. + +## Async ingestion: Queues + Workflows + +`/v1/kb/ingest/run` is the only async path. It defaults to **Workflow-backed +Queue dispatch** when `KB_INGEST_WORKFLOW` is bound, falls back to direct +Queue dispatch when only `INGEST_QUEUE` is bound, and uses `async:false` as an +explicit inline/debug override. + +- **Queue:** `knowledgebase-ingest`, `max_batch_size: 5`, `max_batch_timeout: + 10`, `max_retries: 3`. Producer binding `INGEST_QUEUE`; consumer defined in + `wrangler.jsonc`. +- **Workflow:** `knowledgebase-ingest-workflow`, class `KbIngestWorkflow`, + binding `KB_INGEST_WORKFLOW`. +- **Durable run IDs:** stored in D1 `kb_ingest_jobs.workflow_id`, propagated + through Workflow instances, Queue messages, and job state. Run-level progress + via `GET /v1/kb/ingest/runs/:run_id`. + +## Idempotency constraint + +The Queue consumer **must be idempotent** — retries can deliver the same +message multiple times. Parse-artifact and chunk writes are keyed by content +hash; re-ingest of the same content reuses cached parse artifacts (see +`architecture/decisions.md` A6) and does not duplicate chunks. The S-grade +ingestion-reliability gate wants first-class idempotent-content-replay, +chunk-preview, replay-route, and failure-classification proof (currently A+; +see `STATUS.md`). + +## Failure handling + +Per-file failures are bounded so one bad file does not poison the rest of the +ingest run. Attempt increments on per-file failures are recorded in D1 job +state. Classified failures are exposed on `/v1/kb/ingest/jobs/:job_id` and +`/v1/kb/ingest/runs/:run_id`. + +## Other async-ish paths (not jobs) + +- **Eval reports** — `POST /v1/kb/evals/{search,parse,query}` run synchronously + in the request and persist reports to D1. They are not queued. +- **Relationship backfill** — `POST /v1/kb/relationships/backfill` runs + synchronously to rebuild D1 graph edges from active schemas. +- **Schema reprocess** — `POST /v1/kb/schemas/:domain/reprocess` re-queues + ingestion for the domain's files under the active schema. diff --git a/docs/runbook.md b/docs/operations/runbook.md similarity index 100% rename from docs/runbook.md rename to docs/operations/runbook.md diff --git a/docs/agent-integration-examples.md b/docs/product/agent-integration-examples.md similarity index 100% rename from docs/agent-integration-examples.md rename to docs/product/agent-integration-examples.md diff --git a/docs/agent-search-direction.md b/docs/product/agent-search-direction.md similarity index 97% rename from docs/agent-search-direction.md rename to docs/product/agent-search-direction.md index a717b43..7858197 100644 --- a/docs/agent-search-direction.md +++ b/docs/product/agent-search-direction.md @@ -45,9 +45,9 @@ and other sources that are too small or private for web-scale search. for ranked evidence; retired `/search/eval` is a compatibility alias. - Corpus status: `GET /v1/kb/projects/{project}/status` reports per-domain readiness state. -- Agent docs: `docs/agent-tool-contract.md` describes the current Worker +- Agent docs: [`agent-tool-contract.md`](agent-tool-contract.md) describes the current Worker contract and compatibility aliases. -- Bring-your-own-corpus docs: `docs/bring-your-own-corpus.md` covers upload, +- Bring-your-own-corpus docs: [`bring-your-own-corpus.md`](bring-your-own-corpus.md) covers upload, infer, confirm, ingest, and search. ## Product Wedge diff --git a/docs/agent-tool-contract.md b/docs/product/agent-tool-contract.md similarity index 100% rename from docs/agent-tool-contract.md rename to docs/product/agent-tool-contract.md diff --git a/docs/bring-your-own-corpus.md b/docs/product/bring-your-own-corpus.md similarity index 100% rename from docs/bring-your-own-corpus.md rename to docs/product/bring-your-own-corpus.md diff --git a/docs/demo-walkthrough.md b/docs/product/demo-walkthrough.md similarity index 96% rename from docs/demo-walkthrough.md rename to docs/product/demo-walkthrough.md index 1a38616..64b3592 100644 --- a/docs/demo-walkthrough.md +++ b/docs/product/demo-walkthrough.md @@ -66,7 +66,7 @@ While it runs, narrate: This is the strongest impression you can leave: an *honest* engineer. -Open `LEARNING.md` § "Part 4: Decision log" and walk through: +Open [`docs/knowledge/archive/learning-python-era.md`](../knowledge/archive/learning-python-era.md) § "Part 4: Decision log" and walk through: - **D-6**: `duckdb` was missing from `pyproject.toml` — every prior aggregate question 500'd - **D-7**: Most FinancialMetric entities lacked `ticker` — DuckDB SQL returned NULL - **D-8**: Metric names are inconsistent across companies — even the ticker-fixed SQL didn't find rows diff --git a/docs/onboard-new-domain.md b/docs/product/onboard-new-domain.md similarity index 100% rename from docs/onboard-new-domain.md rename to docs/product/onboard-new-domain.md diff --git a/docs/product/overview.md b/docs/product/overview.md new file mode 100644 index 0000000..73f907c --- /dev/null +++ b/docs/product/overview.md @@ -0,0 +1,95 @@ +--- +title: Product overview +description: What knowledgebase is, the wedge, the surfaces, and what is real today. +--- + +# Product overview + +> See [`STATUS.md`](../../STATUS.md) for the live deploy state. This page is the +> durable product framing; it changes only when the product thesis changes. + +## Thesis + +**Private Agent Search** — Exa-style cited search over project-scoped private +corpora. Users create domains, infer/confirm schemas, ingest files, and expose +`/search` and `/query` APIs for agents. The wedge is intentionally narrower +than "generic RAG": + +- Exa searches the open web; this searches your private/specialized corpus. +- Agents get ranked cited evidence directly, not only a chat response. +- Schemas make extraction and filtering explicit when the corpus has domain + shape. Schema inference can start from representative uploaded files before + ingestion. +- Every useful response points back to `(file_id, page, excerpt)`. + +The project mantra is **"cited or it didn't happen"**: uncited answers are +wrong answers, enforced as a data invariant across every retrieval path +(hybrid, structured D1, GraphRAG-sketch, Self-RAG retry, vision-LLM tables). + +## What it is not + +- A web-scale search engine. +- A complete enterprise knowledge platform. +- A connector-first sync product. +- A generic document-chat app. +- A guaranteed parser for every arbitrary file on day one. + +## Surfaces + +| Surface | Path | Stack | Deploy target | +| --- | --- | --- | --- | +| RAG Worker (fleet `RAG_SERVICE`) | `cloudflare/worker/` | Hono Worker, Workers AI, Vectorize, D1, R2, Queues, Workflows | `https://knowledgebase.sarthakagrawal927.workers.dev` | +| Worker testing UI | Worker `/` and `/ui` | Inline HTML in Worker | same Worker | +| Landing page | `landing-astro/` | Astro (static) → Cloudflare Pages | `https://knowledgebase.sassmaker.com` | +| Dashboard app | `app/` | Next.js 16 → Cloudflare Workers (OpenNext) | `https://search.sassmaker.com` | +| Demo domains | `domains/sec/`, `domains/legal/` | YAML schema + config + eval sets | ingested into the Worker | + +The Worker `/v1/*` API is the canonical integration surface. The dashboard and +testing UI are operator tools; the landing page is public marketing. The +detailed route inventory lives in +[`cloudflare/worker/README.md`](../../cloudflare/worker/README.md) — do not +duplicate it here. + +## What is real today + +- Project-scoped corpora: each project has its own schemas, files, entities, + sessions, traces, and indexed chunks. +- Bring-your-own corpus: upload representative files, infer a durable schema + draft, confirm it, queue or inline ingest, inspect run progress. See + [`bring-your-own-corpus.md`](bring-your-own-corpus.md). +- Bring-your-own schema: schemas are user-defined, versioned, and can be + inferred before confirmation. +- Schema-driven ingestion: files and records produce structured entities, + provenance spans, relationships, and searchable chunks. +- Source input: manual upload, schema-inference sample files, structured + records/text (`/v1/kb/ingest/record`, `/v1/kb/ingest/text`), EDGAR imports, + and URL fetches — all through the Worker. +- Agent search API: `POST /v1/kb/search` (ranked cited evidence, no synthesis) + and `POST /v1/kb/query` (cited answers + traces). SSE lifecycle via + `/v1/kb/query/stream`. Retired FastAPI paths are authenticated compatibility + aliases. See [`agent-tool-contract.md`](agent-tool-contract.md). +- Eval hooks: Worker routes persist search/query/parse eval reports and expose + summary/history. +- Corpus status: `GET /v1/kb/projects/{project}/status` reports per-domain + readiness. + +## Empirical headline + +On solid retrieval, `groq-llama-3.1-8b` beats `gemini-2.5-pro` by 24 pass-rate +points on the SEC eval — **contingent on retrieval quality**. With +reranker+RRF off, the 8b model commits to wrong sources and the result flips. +The right framing is not "8b wins"; it is "no fixed model wins; the right synth +depends on whether your context is solid enough that decisiveness pays off." + +The full cross-domain × cross-model matrix and methodology live in +[`knowledge/archive/notes-python-era.md`](../knowledge/archive/notes-python-era.md) +§4.7. The durable lesson is in +[`knowledge/learnings.md`](../knowledge/learnings.md). + +## Fleet role + +`knowledgebase` is the **only** fleet RAG service codebase. The sibling +`../rag-service` repo was retired on 2026-06-21; do not recreate it. Fleet +consumers (SaaS Maker, Linkchat, Starboard) integrate through +`RAG_SERVICE_URL` / service bindings and `RAG_SERVICE_KEY`, not by embedding a +runtime. See [`operations/highsignal-integration.md`](../operations/highsignal-integration.md). diff --git a/package.json b/package.json new file mode 100644 index 0000000..743fa1a --- /dev/null +++ b/package.json @@ -0,0 +1,19 @@ +{ + "name": "knowledgebase-docs", + "version": "0.1.0", + "private": true, + "type": "module", + "description": "Docs tooling only (Blume presentation layer + markdown link checker). This is NOT a workspace for the product packages — cloudflare/worker, app, and landing-astro each keep their own pnpm-lock.yaml. Install here only to build/validate docs.", + "scripts": { + "docs:check": "node scripts/docs-check-links.mjs", + "docs:build": "blume build", + "docs:preview": "blume preview", + "docs:dev": "blume dev" + }, + "devDependencies": { + "blume": "0.8.0" + }, + "engines": { + "node": ">=22.12" + } +} diff --git a/scripts/docs-check-links.mjs b/scripts/docs-check-links.mjs new file mode 100644 index 0000000..ce46fff --- /dev/null +++ b/scripts/docs-check-links.mjs @@ -0,0 +1,121 @@ +#!/usr/bin/env node +// docs-check-links.mjs — validate internal links + images in the docs tree. +// +// Markdown in docs/ is the source of truth. This checker enforces: +// - relative .md(.mdx) links resolve to an existing file +// - relative image links resolve to an existing file +// - root-level STATUS.md / AGENTS.md / README.md / cloudflare/** links +// referenced from docs resolve from the repo root +// - frontmatter is parseable and each page has a `title` (warning, not error) +// +// It does NOT fetch external URLs (no network in CI). External http(s) links +// and pure-fragment (#anchor) links are skipped. Mailto and data: URIs skipped. +// +// Exit code 0 = clean, 1 = broken links or invalid frontmatter. +// +// Run: node scripts/docs-check-links.mjs (from repo root) + +import { readFileSync, existsSync, readdirSync, statSync } from "node:fs"; +import { join, dirname, resolve, extname, relative } from "node:path"; +import { fileURLToPath } from "node:url"; + +const __filename = fileURLToPath(import.meta.url); +const REPO_ROOT = resolve(dirname(__filename), ".."); +const DOCS_ROOT = join(REPO_ROOT, "docs"); + +const errors = []; +const warnings = []; + +function walk(dir, out = []) { + for (const entry of readdirSync(dir)) { + const p = join(dir, entry); + const st = statSync(p); + if (st.isDirectory()) { + if (entry === "node_modules" || entry === "dist" || entry === ".git") continue; + walk(p, out); + } else if (/\.(md|mdx)$/.test(p)) { + out.push(p); + } + } + return out; +} + +// Also check the root-level docs that are part of the knowledge system. +const ROOT_DOCS = ["AGENTS.md", "STATUS.md", "README.md"] + .map((f) => join(REPO_ROOT, f)) + .filter((p) => existsSync(p)); + +const files = [...ROOT_DOCS, ...walk(DOCS_ROOT)]; + +// Match markdown links/images: [text](target) and ![alt](target) +// Capture the target. Skip targets that contain a scheme (http:, mailto:, data:). +const LINK_RE = /!?\[[^\]]*\]\(([^)\s]+)(?:\s+"[^"]*")?\)/g; + +function isExternal(target) { + return /^(https?:|mailto:|data:|tel:|ftp:|irc:)/i.test(target); +} + +function stripFragment(target) { + const hashIdx = target.indexOf("#"); + return hashIdx === -1 ? target : target.slice(0, hashIdx); +} + +function resolveTarget(fromFile, target) { + // Pure fragment link — skip (we don't validate anchors against headings). + if (target.startsWith("#")) return null; + const clean = stripFragment(target); + if (clean === "") return null; + if (isExternal(clean)) return null; + // Resolve relative to the file containing the link. + return resolve(dirname(fromFile), clean); +} + +function parseFrontmatter(content) { + if (!content.startsWith("---")) return { frontmatter: null, body: content }; + const end = content.indexOf("\n---", 3); + if (end === -1) return { frontmatter: null, body: content }; + const fmText = content.slice(3, end).trim(); + const fm = {}; + for (const line of fmText.split("\n")) { + const m = line.match(/^([A-Za-z0-9_]+):\s*(.*)$/); + if (m) fm[m[1]] = m[2].replace(/^["']|["']$/g, ""); + } + return { frontmatter: fm, body: content.slice(end + 4) }; +} + +for (const file of files) { + const content = readFileSync(file, "utf8"); + const { frontmatter } = parseFrontmatter(content); + + if (frontmatter && !frontmatter.title && file.startsWith(DOCS_ROOT)) { + warnings.push(`${relative(REPO_ROOT, file)}: missing frontmatter \`title\``); + } + + let m; + LINK_RE.lastIndex = 0; + while ((m = LINK_RE.exec(content)) !== null) { + const target = m[1]; + const resolved = resolveTarget(file, target); + if (resolved === null) continue; // external or fragment-only + if (!existsSync(resolved)) { + errors.push( + `${relative(REPO_ROOT, file)}: broken link \`${target}\` (resolved to ${relative( + REPO_ROOT, + resolved, + )})`, + ); + } + } +} + +// Report +for (const w of warnings) console.warn(`warn: ${w}`); +for (const e of errors) console.error(`error: ${e}`); + +console.log( + `docs-check-links: ${files.length} files checked, ${errors.length} errors, ${warnings.length} warnings`, +); + +if (errors.length > 0) { + process.exit(1); +} From 3525cb3f50fea7fc1222a09df82a5525e0b9972e Mon Sep 17 00:00:00 2001 From: Sarthak Agrawal Date: Sat, 18 Jul 2026 23:24:14 +0530 Subject: [PATCH 2/4] docs: commit leftover jobs.md from consolidation run Co-Authored-By: Claude Opus 4.8 (1M context) --- docs/operations/jobs.md | 26 ++++++++++++++++++++++++-- 1 file changed, 24 insertions(+), 2 deletions(-) diff --git a/docs/operations/jobs.md b/docs/operations/jobs.md index 51772d6..d6bf8f9 100644 --- a/docs/operations/jobs.md +++ b/docs/operations/jobs.md @@ -37,12 +37,31 @@ explicit inline/debug override. through Workflow instances, Queue messages, and job state. Run-level progress via `GET /v1/kb/ingest/runs/:run_id`. +## Resilience contract + +Every async path in this Worker satisfies the following contract. The contract +is enforced by focused tests in `cloudflare/worker/tests/app.test.ts`. + +| Property | Value | Evidence | +| --- | --- | --- | +| Trigger | `POST /v1/kb/ingest/run` (defaults to async) | `src/index.ts` `/v1/kb/ingest/run` | +| Max batch/page size | `max_batch_size: 5` messages; per-message files bounded by `listFiles` pending set | `wrangler.jsonc` queues.consumers | +| Timeout | Parse: 45s (`INGEST_PARSE_TIMEOUT_MS`); Workflow enqueue step: 1m; Worker CPU limit via platform | `src/index.ts` `withParseTimeout` | +| Retry policy | Queue: `max_retries: 3` (platform); poison-input ack after `INGEST_QUEUE_MAX_ATTEMPTS=5`; per-file retry via `message.retry` with exponential backoff capped at 300s | `src/index.ts` `processIngestQueue` | +| Terminal failure | Job `status='failed'` + `last_error` + `attempts` incremented in D1; `failure_classification` on job detail route | `src/index.ts` `classifyIngestFailure` | +| Idempotency | Chunk IDs are deterministic (`deterministicId('chk', tenant:indexId:external_id:i:content)`); D1 `INSERT OR REPLACE` by chunk ID; Vectorize upsert by vector ID; parse artifact keyed by content hash | `src/index.ts` `ingestDocumentsToIndex` | +| Overlap control | Lease check: `isIngestJobLeaseActive` skips files with `status='running'` + `locked_by != current` + `locked_at` within 5m lease (`INGEST_JOB_LEASE_MS`) | `src/index.ts` `runKbIngest` | +| Observability | Structured `console.log`/`console.error` with `job_id`, `file_id`, `project`, `domain`, `locked_by`, `duration_ms`, `attempts`, `failure_classification`. No tokens, email bodies, or document contents. | `src/index.ts` `runKbIngest`, `processIngestQueue` | +| Replay | `POST /v1/kb/files/:file_id/reprocess` resets file to `pending` and re-queues; `POST /v1/kb/schemas/:domain/reprocess` re-queues all domain files | `src/index.ts` reprocess routes | + ## Idempotency constraint The Queue consumer **must be idempotent** — retries can deliver the same message multiple times. Parse-artifact and chunk writes are keyed by content hash; re-ingest of the same content reuses cached parse artifacts (see -`architecture/decisions.md` A6) and does not duplicate chunks. The S-grade +`architecture/decisions.md` A6) and does not duplicate chunks. Chunk IDs are +deterministic (`deterministicId`) so `INSERT OR REPLACE` and Vectorize upsert +collapse duplicate deliveries into the same durable rows. The S-grade ingestion-reliability gate wants first-class idempotent-content-replay, chunk-preview, replay-route, and failure-classification proof (currently A+; see `STATUS.md`). @@ -52,7 +71,10 @@ see `STATUS.md`). Per-file failures are bounded so one bad file does not poison the rest of the ingest run. Attempt increments on per-file failures are recorded in D1 job state. Classified failures are exposed on `/v1/kb/ingest/jobs/:job_id` and -`/v1/kb/ingest/runs/:run_id`. +`/v1/kb/ingest/runs/:run_id`. Poison-input messages (attempts > +`INGEST_QUEUE_MAX_ATTEMPTS`) are acked and logged to prevent infinite retry +loops; the underlying job stays in `failed` state and is replayable via the +reprocess route. ## Other async-ish paths (not jobs) From 59a159d70fdb610782f01a36eee707866e424e46 Mon Sep 17 00:00:00 2001 From: Sarthak Agrawal Date: Sun, 19 Jul 2026 04:48:03 +0530 Subject: [PATCH 3/4] resilience: harden knowledgebase ingest queue --- .github/workflows/docs.yml | 1 - cloudflare/worker/src/index.ts | 100 ++++++++++++- cloudflare/worker/tests/app.test.ts | 209 +++++++++++++++++++++++++++- 3 files changed, 301 insertions(+), 9 deletions(-) diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 334a0aa..866b573 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -44,7 +44,6 @@ jobs: - uses: actions/setup-node@v4 with: node-version: "22" - cache: pnpm # No pnpm-lock.yaml committed for the root docs package yet. Use a plain # install here; switch to --frozen-lockfile once a lockfile is committed. - run: pnpm install diff --git a/cloudflare/worker/src/index.ts b/cloudflare/worker/src/index.ts index 9a962ad..7e2cc8f 100644 --- a/cloudflare/worker/src/index.ts +++ b/cloudflare/worker/src/index.ts @@ -55,6 +55,9 @@ const WORKER_VERSION = '0.1.0'; const WORKER_DEPLOY_FINGERPRINT = 'knowledgebase-a-plus-evidence-2026-06-23'; const LEXICAL_SCORING_VERSION = 'bm25_fuzzy_sparse_v3'; const MAX_RERANK_CONTEXT_CHARS = 1200; +const INGEST_JOB_LEASE_MS = 5 * 60 * 1000; +const INGEST_PARSE_TIMEOUT_MS = 45 * 1000; +const INGEST_QUEUE_MAX_ATTEMPTS = 5; const MAX_RECORD_INDEX_TEXT_CHARS = 1800; const STOP_WORDS = new Set([ 'a', @@ -1890,6 +1893,8 @@ function classifyIngestFailure(error: unknown): JsonRecord { } else if (lower.includes('no parseable text') || lower.includes('empty file') || lower.includes('text must be non-empty')) { category = 'parse_empty'; retryable = false; + } else if (lower.includes('parse timed out') || lower.includes('parse timeout')) { + category = 'parse_timeout'; } else if (lower.includes('schema') || lower.includes('domain is required') || lower.includes('document content is required') @@ -1904,6 +1909,23 @@ function classifyIngestFailure(error: unknown): JsonRecord { }; } +function isIngestJobLeaseActive(job: IngestJobRecord, now: number, leaseMs: number, lockedBy: string): boolean { + if (job.status !== 'running' || !job.locked_by || job.locked_by === lockedBy) return false; + if (!job.locked_at) return false; + const lockedAt = Date.parse(job.locked_at); + if (!Number.isFinite(lockedAt)) return false; + return now - lockedAt < leaseMs; +} + +function withParseTimeout(promise: Promise, timeoutMs: number, filename: string): Promise { + return Promise.race([ + promise, + new Promise((_, reject) => + setTimeout(() => reject(new Error(`parse timed out after ${timeoutMs}ms for ${filename}`)), timeoutMs), + ), + ]); +} + function chunkPreviewFromChunks(chunks: Array<{ id?: string; content?: string; chunkIndex?: number; chunk_index?: number }>, limit = 3): JsonRecord[] { return chunks.slice(0, limit).map((chunk, index) => ({ chunk_id: chunk.id ?? null, @@ -4863,18 +4885,39 @@ export function createApp(options: AppOptions = {}) { stage: 'parse', workflowId: runId, }); + if (isIngestJobLeaseActive(job, Date.now(), INGEST_JOB_LEASE_MS, lockedBy)) { + results.push({ + job_id: job.id, + file_id: file.id, + filename: file.filename, + status: 'skipped', + reason: 'lease_active', + locked_by: job.locked_by, + ingest_safety: ingestSafetyEvidence({ + contentHash: file.content_hash, + replayRoute: `/v1/kb/files/${file.id}/reprocess`, + idempotentReplay: true, + }), + }); + continue; + } + const fileStarted = Date.now(); try { await metadataRepo.updateIngestJob(job.id, { status: 'running', stage: 'parse', lockedBy }); await metadataRepo.setFileStatus(tenant, file.id, 'indexing'); const object = await env.RAW_DOCS.get(file.object_key); if (!object) throw new Error(`R2 object not found: ${file.object_key}`); - const parsed = await parseUploadBytesWithCloudflare( + const parsed = await withParseTimeout( + parseUploadBytesWithCloudflare( + file.filename, + file.mime, + await object.arrayBuffer(), + env.AI, + body.markdown_conversion ?? env.RAG_MARKDOWN_CONVERSION ?? 'auto', + body.vision_ocr_model ?? env.RAG_VISION_OCR_MODEL ?? '', + ), + INGEST_PARSE_TIMEOUT_MS, file.filename, - file.mime, - await object.arrayBuffer(), - env.AI, - body.markdown_conversion ?? env.RAG_MARKDOWN_CONVERSION ?? 'auto', - body.vision_ocr_model ?? env.RAG_VISION_OCR_MODEL ?? '', ); if (parsed.documents.length === 0 || !parsed.text) throw new Error(`file has no parseable text content via ${parsed.parser}`); const docs = parsed.documents.map((doc) => ({ @@ -4954,6 +4997,15 @@ export function createApp(options: AppOptions = {}) { } await metadataRepo.setFileStatus(tenant, file.id, 'ready'); await metadataRepo.updateIngestJob(job.id, { status: 'succeeded', stage: 'indexed', lockedBy: null }); + console.log('knowledgebase ingest file succeeded', { + job_id: job.id, + file_id: file.id, + project: tenant, + domain, + locked_by: lockedBy, + duration_ms: Date.now() - fileStarted, + chunks_created: ingested.reduce((sum, entry) => sum + entry.chunks.length, 0), + }); results.push({ job_id: job.id, file_id: file.id, @@ -4979,6 +5031,16 @@ export function createApp(options: AppOptions = {}) { lockedBy: null, incrementAttempts: true, }); + console.error('knowledgebase ingest file failed', { + job_id: job.id, + file_id: file.id, + project: tenant, + domain, + locked_by: lockedBy, + duration_ms: Date.now() - fileStarted, + error: message, + failure_classification: classifyIngestFailure(message), + }); results.push({ job_id: job.id, file_id: file.id, @@ -6547,6 +6609,18 @@ export function createApp(options: AppOptions = {}) { message.ack(); continue; } + const messageStarted = Date.now(); + if (message.attempts > INGEST_QUEUE_MAX_ATTEMPTS) { + console.error('knowledgebase ingest queue poison input dropped', { + message_id: message.id, + project: body.project, + domain: body.domain, + attempts: message.attempts, + run_id: body.run_id ?? null, + }); + message.ack(); + continue; + } try { const ingestBody: KbIngestRunBody = { domain: body.domain, @@ -6557,13 +6631,25 @@ export function createApp(options: AppOptions = {}) { if (body.vision_ocr_model !== undefined) ingestBody.vision_ocr_model = body.vision_ocr_model; if (body.chunking !== undefined) ingestBody.chunking = body.chunking; await runKbIngest(env, body.project, ingestBody, 'worker-queue'); + console.log('knowledgebase ingest queue succeeded', { + message_id: message.id, + project: body.project, + domain: body.domain, + attempts: message.attempts, + duration_ms: Date.now() - messageStarted, + }); message.ack(); } catch (error) { + const errorMessage = error instanceof Error ? error.message : String(error); console.error('knowledgebase ingest queue failed', { message_id: message.id, project: body.project, domain: body.domain, - error: error instanceof Error ? error.message : String(error), + attempts: message.attempts, + run_id: body.run_id ?? null, + duration_ms: Date.now() - messageStarted, + error: errorMessage, + failure_classification: classifyIngestFailure(errorMessage), }); message.retry({ delaySeconds: Math.min(300, 10 * Math.max(1, message.attempts)) }); } diff --git a/cloudflare/worker/tests/app.test.ts b/cloudflare/worker/tests/app.test.ts index df6d64c..4f751c3 100644 --- a/cloudflare/worker/tests/app.test.ts +++ b/cloudflare/worker/tests/app.test.ts @@ -526,7 +526,7 @@ class MemoryMetadataRepository implements MetadataRepository { if (input.incrementAttempts) row.attempts += 1; if (input.lockedBy !== undefined) { row.locked_by = input.lockedBy; - row.locked_at = new Date(0).toISOString(); + row.locked_at = input.lockedBy ? new Date().toISOString() : null; } row.updated_at = new Date(0).toISOString(); } @@ -4884,6 +4884,213 @@ describe('knowledgebase RAG Worker app', () => { expect(vectorize.vectors.size).toBeGreaterThan(0); }); + it('duplicate queue delivery does not create a second durable write', async () => { + const repo = new MemoryRepository(); + const metadata = new MemoryMetadataRepository(); + const rawDocs = new FakeR2Bucket(); + const vectorize = new FakeVectorize(); + const queue = new FakeQueue(); + const options = { + makeRepository: () => repo, + makeMetadataRepository: () => metadata, + }; + const app = createApp(options); + const worker = createWorker(options); + const env = makeEnv(vectorize, undefined as unknown as D1Database, undefined, rawDocs as unknown as R2Bucket, queue); + const auth = { Authorization: 'Bearer key-a', 'Content-Type': 'application/json' }; + const form = new FormData(); + form.set('domain', 'dedup-test'); + form.set('file', new File(['title,content\nt1,hello world\nt2,second row'], 'dedup.csv', { type: 'text/csv' })); + const inferred = await app.request('/v1/kb/schemas/infer-upload', { method: 'POST', headers: { Authorization: 'Bearer key-a' }, body: form }, env); + const inferredBody = (await inferred.json()) as { spec: DomainSchema }; + await app.request('/v1/kb/schemas', { method: 'POST', headers: auth, body: JSON.stringify(inferredBody.spec) }, env); + + const queued = await app.request('/v1/kb/ingest/run', { + method: 'POST', headers: auth, + body: JSON.stringify({ domain: 'dedup-test', run_id: 'run-dedup-1' }), + }, env); + expect(queued.status).toBe(202); + + const makeMessage = (id: string): Message => ({ + id, timestamp: new Date(0), attempts: 1, body: queue.sent[0], + ack: () => undefined, retry: () => undefined, + } as Message); + + await worker.queue({ messages: [makeMessage('msg-dedup-1')], queue: 'knowledgebase-ingest', metadata: { metrics: { backlogCount: 1, backlogBytes: 0 } }, ackAll: () => undefined, retryAll: () => undefined } as MessageBatch, env); + const chunksAfterFirst = [...metadata.chunks.keys()]; + const vectorsAfterFirst = vectorize.vectors.size; + + await worker.queue({ messages: [makeMessage('msg-dedup-2')], queue: 'knowledgebase-ingest', metadata: { metrics: { backlogCount: 1, backlogBytes: 0 } }, ackAll: () => undefined, retryAll: () => undefined } as MessageBatch, env); + const chunksAfterSecond = [...metadata.chunks.keys()]; + const vectorsAfterSecond = vectorize.vectors.size; + + expect(chunksAfterSecond.length).toBe(chunksAfterFirst.length); + expect(vectorsAfterSecond).toBe(vectorsAfterFirst); + expect(chunksAfterSecond).toEqual(chunksAfterFirst); + const jobs = await metadata.listIngestJobs('tenant-a', 'dedup-test'); + expect(jobs.filter((j) => j.status === 'succeeded')).toHaveLength(1); + }); + + it('skips ingest when the job is already locked by another active lease', async () => { + const repo = new MemoryRepository(); + const metadata = new MemoryMetadataRepository(); + const rawDocs = new FakeR2Bucket(); + const vectorize = new FakeVectorize(); + const queue = new FakeQueue(); + const options = { makeRepository: () => repo, makeMetadataRepository: () => metadata }; + const app = createApp(options); + const worker = createWorker(options); + const env = makeEnv(vectorize, undefined as unknown as D1Database, undefined, rawDocs as unknown as R2Bucket, queue); + const auth = { Authorization: 'Bearer key-a', 'Content-Type': 'application/json' }; + const form = new FormData(); + form.set('domain', 'lease-test'); + form.set('file', new File(['title,content\nt1,hello'], 'lease.csv', { type: 'text/csv' })); + const inferred = await app.request('/v1/kb/schemas/infer-upload', { method: 'POST', headers: { Authorization: 'Bearer key-a' }, body: form }, env); + const inferredBody = (await inferred.json()) as { spec: DomainSchema }; + await app.request('/v1/kb/schemas', { method: 'POST', headers: auth, body: JSON.stringify(inferredBody.spec) }, env); + + const queued = await app.request('/v1/kb/ingest/run', { + method: 'POST', headers: auth, + body: JSON.stringify({ domain: 'lease-test', run_id: 'run-lease-1' }), + }, env); + expect(queued.status).toBe(202); + + const jobsBefore = await metadata.listIngestJobs('tenant-a', 'lease-test'); + const runJob = jobsBefore.find((j) => j.workflow_id === 'run-lease-1'); + expect(runJob).toBeDefined(); + await metadata.updateIngestJob(runJob!.id, { status: 'running', stage: 'parse', lockedBy: 'another-invocation' }); + + const retried: string[] = []; + const acked: string[] = []; + const message = { + id: 'msg-lease-1', timestamp: new Date(0), attempts: 1, body: queue.sent[0], + ack: () => { acked.push('msg-lease-1'); }, + retry: () => { retried.push('msg-lease-1'); }, + } as Message; + await worker.queue({ messages: [message], queue: 'knowledgebase-ingest', metadata: { metrics: { backlogCount: 1, backlogBytes: 0 } }, ackAll: () => undefined, retryAll: () => undefined } as MessageBatch, env); + + expect(acked).toEqual(['msg-lease-1']); + expect(retried).toEqual([]); + expect(metadata.chunks.size).toBe(0); + expect(vectorize.vectors.size).toBe(0); + const jobsAfter = await metadata.listIngestJobs('tenant-a', 'lease-test'); + const runJobAfter = jobsAfter.find((j) => j.workflow_id === 'run-lease-1'); + expect(runJobAfter).toBeDefined(); + expect(runJobAfter!.locked_by).toBe('another-invocation'); + expect(runJobAfter!.status).toBe('running'); + }); + + it('acks poison-input messages after the max attempt threshold without retrying', async () => { + const repo = new MemoryRepository(); + const metadata = new MemoryMetadataRepository(); + const rawDocs = new FakeR2Bucket(); + const vectorize = new FakeVectorize(); + const queue = new FakeQueue(); + const options = { makeRepository: () => repo, makeMetadataRepository: () => metadata }; + const app = createApp(options); + const worker = createWorker(options); + const env = makeEnv(vectorize, undefined as unknown as D1Database, undefined, rawDocs as unknown as R2Bucket, queue); + + await metadata.registerFile({ + id: 'file-poison', project: 'tenant-a', domain: 'poison-test', + filename: 'poison.txt', mime: 'text/plain', bytes: 5, + contentHash: 'sha256-poison', objectKey: 'raw/poison-test/sha256-poison', + }); + const message: KbIngestQueueMessage = { + kind: 'kb_ingest', project: 'tenant-a', domain: 'poison-test', run_id: 'run-poison-1', + }; + const retried: string[] = []; + const acked: string[] = []; + const poisonMessage = { + id: 'msg-poison-1', timestamp: new Date(0), attempts: 99, body: message, + ack: () => { acked.push('msg-poison-1'); }, + retry: () => { retried.push('msg-poison-1'); }, + } as Message; + await worker.queue({ messages: [poisonMessage], queue: 'knowledgebase-ingest', metadata: { metrics: { backlogCount: 1, backlogBytes: 0 } }, ackAll: () => undefined, retryAll: () => undefined } as MessageBatch, env); + + expect(acked).toEqual(['msg-poison-1']); + expect(retried).toEqual([]); + }); + + it('replays a failed ingest via the reprocess route and succeeds', async () => { + const repo = new MemoryRepository(); + const metadata = new MemoryMetadataRepository(); + const rawDocs = new FakeR2Bucket(); + const vectorize = new FakeVectorize(); + const queue = new FakeQueue(); + const options = { makeRepository: () => repo, makeMetadataRepository: () => metadata }; + const app = createApp(options); + const worker = createWorker(options); + const env = makeEnv(vectorize, undefined as unknown as D1Database, undefined, rawDocs as unknown as R2Bucket, queue); + const auth = { Authorization: 'Bearer key-a', 'Content-Type': 'application/json' }; + const form = new FormData(); + form.set('domain', 'replay-test'); + form.set('file', new File(['title,content\nt1,hello replay'], 'replay.csv', { type: 'text/csv' })); + const inferred = await app.request('/v1/kb/schemas/infer-upload', { method: 'POST', headers: { Authorization: 'Bearer key-a' }, body: form }, env); + const inferredBody = (await inferred.json()) as { spec: DomainSchema }; + await app.request('/v1/kb/schemas', { method: 'POST', headers: auth, body: JSON.stringify(inferredBody.spec) }, env); + + const queued = await app.request('/v1/kb/ingest/run', { + method: 'POST', headers: auth, + body: JSON.stringify({ domain: 'replay-test', run_id: 'run-replay-1' }), + }, env); + expect(queued.status).toBe(202); + + const jobsBefore = await metadata.listIngestJobs('tenant-a', 'replay-test'); + const runJob = jobsBefore.find((j) => j.workflow_id === 'run-replay-1'); + expect(runJob).toBeDefined(); + const fileId = runJob!.file_id; + const file = await metadata.getFile('tenant-a', fileId); + expect(file).not.toBeNull(); + const objectKey = file!.object_key; + const savedBytes = rawDocs.objects.get(objectKey); + rawDocs.objects.delete(objectKey); + + const retried: string[] = []; + const acked: string[] = []; + const failMessage = { + id: 'msg-replay-fail', timestamp: new Date(0), attempts: 1, body: queue.sent[0], + ack: () => { acked.push('msg-replay-fail'); }, + retry: () => { retried.push('msg-replay-fail'); }, + } as Message; + await worker.queue({ messages: [failMessage], queue: 'knowledgebase-ingest', metadata: { metrics: { backlogCount: 1, backlogBytes: 0 } }, ackAll: () => undefined, retryAll: () => undefined } as MessageBatch, env); + + expect(acked).toEqual(['msg-replay-fail']); + expect(retried).toEqual([]); + const jobsAfterFail = await metadata.listIngestJobs('tenant-a', 'replay-test'); + const failedJob = jobsAfterFail.find((j) => j.workflow_id === 'run-replay-1'); + expect(failedJob).toBeDefined(); + expect(failedJob!.status).toBe('failed'); + + rawDocs.objects.set(objectKey, savedBytes!); + const reprocess = await app.request(`/v1/kb/files/${fileId}/reprocess`, { method: 'POST', headers: auth }, env); + expect(reprocess.status).toBe(200); + const reprocessBody = await reprocess.json(); + const replayJob = (reprocessBody as { job: IngestJobRecord }).job; + expect(replayJob.status).toBe('queued'); + + const replayAcked: string[] = []; + const replayRetried: string[] = []; + const replayMessage: KbIngestQueueMessage = { + kind: 'kb_ingest', project: 'tenant-a', domain: 'replay-test', + run_id: 'run-replay-2', file_ids: [fileId], + }; + const replayMsg = { + id: 'msg-replay-2', timestamp: new Date(0), attempts: 1, body: replayMessage, + ack: () => { replayAcked.push('msg-replay-2'); }, + retry: () => { replayRetried.push('msg-replay-2'); }, + } as Message; + await worker.queue({ messages: [replayMsg], queue: 'knowledgebase-ingest', metadata: { metrics: { backlogCount: 1, backlogBytes: 0 } }, ackAll: () => undefined, retryAll: () => undefined } as MessageBatch, env); + + expect(replayAcked).toEqual(['msg-replay-2']); + expect(replayRetried).toEqual([]); + expect(metadata.chunks.size).toBeGreaterThan(0); + const jobsAfterReplay = await metadata.listIngestJobs('tenant-a', 'replay-test'); + const replayedJob = jobsAfterReplay.find((j) => j.file_id === fileId && j.schema_id !== null); + expect(replayedJob).toBeDefined(); + expect(replayedJob!.status).toBe('succeeded'); + }); + it('rejects queued knowledgebase ingestion before enqueue when the configured free-ai default model is not live', async () => { const repo = new MemoryRepository(); const metadata = new MemoryMetadataRepository(); From e0277523441ce845eeecc78c92cef9a326e953cc Mon Sep 17 00:00:00 2001 From: Sarthak Agrawal Date: Sun, 19 Jul 2026 05:00:20 +0530 Subject: [PATCH 4/4] fix: make docs build reproducible --- package.json | 4 +- pnpm-lock.yaml | 9642 ++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 9645 insertions(+), 1 deletion(-) create mode 100644 pnpm-lock.yaml diff --git a/package.json b/package.json index 743fa1a..4a3468c 100644 --- a/package.json +++ b/package.json @@ -11,7 +11,9 @@ "docs:dev": "blume dev" }, "devDependencies": { - "blume": "0.8.0" + "astro": "5.18.2", + "blume": "0.8.0", + "sharp": "0.34.3" }, "engines": { "node": ">=22.12" diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml new file mode 100644 index 0000000..fc1b96d --- /dev/null +++ b/pnpm-lock.yaml @@ -0,0 +1,9642 @@ +lockfileVersion: '9.0' + +settings: + autoInstallPeers: true + excludeLinksFromLockfile: false + +importers: + + .: + devDependencies: + astro: + specifier: 5.18.2 + version: 5.18.2(@vercel/functions@3.7.5)(jiti@2.7.0)(lightningcss@1.32.0)(rollup@4.62.2)(typescript@6.0.3)(yaml@2.9.0) + blume: + specifier: 0.8.0 + version: 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