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feat(rag): retry a failed LLM request before the first token lands — BOR_LLM_RETRIES/BOR_LLM_RETRY_DELAY with a live 'retrying' status

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ducoterra
2026-09-02 10:52:38 -04:00
parent f04ddbe1f8
commit 88293ed02f
44 changed files with 2488 additions and 56 deletions
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.agent/reports/67_llm_retry/67_llm_retry__00_phase.a1.err
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.agent/reports/67_llm_retry/67_llm_retry__01_config_and_retry_primitive.a1.err
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.agent/reports/67_llm_retry/67_llm_retry__01_config_and_retry_primitive.a1.md
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**Task 01 complete — retry settings + `chat_stream_retried` primitive**
Implemented:
- `app/config.py`: `llm_retries: int = 3` / `llm_retry_delay: float = 5.0` in the LLM block + fail-loud `>= 0` startup validators (house `agent_max_rounds` pattern)
- `.env.example`: both `BOR_LLM_*` commented defaults next to `BOR_LLM_CHAT_MODEL`
- `app/rag/llm.py`: frozen `RetryPiece(attempt, max_attempts)` + `chat_stream_retried()` — retries only before the first piece (A2), `RetryPiece` always precedes its sleep, byte-identical restart, per-attempt `finally: await stream.aclose()` (phase-48 teardown), `retries=0` = single attempt
- 9 new unit tests in `test_llm_client.py` (incl. A2 pin, exhaustion, `retries=0`, `delay=0`, abandon mid-attempt and mid-sleep) + 4 in `test_config.py`
Results:
- `uv run pytest tests/unit/test_llm_client.py tests/unit/test_config.py -v` → 92 passed
- `uv run pytest --cov=app` → 1266 passed, TOTAL **99%** (>90%); config.py & llm.py 100%
- `uv run ruff check .` → clean; `uv run pyright` → 0 errors
- Diff is purely additive — plain `chat_stream` untouched
Notable: task text's "attempt that is about to be tried" conflicts with its own test pins (`RetryPiece(1, N)` after failure 1); I followed the pins (attempt = failed attempt = retry in flight), documented in the dataclass, consistent with task 02's `ChatRetryEvent(attempt=piece.attempt)`.
Next pending task: `.agent/phases/todo/67_llm_retry/02_chat_endpoint_retry.md`
.agent/reports/67_llm_retry/67_llm_retry__01_config_and_retry_primitive.a1.validate
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=============================== warnings summary ===============================
.venv/lib/python3.13/site-packages/fastapi/testclient.py:1
/var/home/ducoterra/Projects/Personal/brain_of_reese/.venv/lib/python3.13/site-packages/fastapi/testclient.py:1: StarletteDeprecationWarning: Using `httpx` with `starlette.testclient` is deprecated; install `httpx2` instead.
from starlette.testclient import TestClient as TestClient # noqa
-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
================================ tests coverage ================================
_______________ coverage: platform linux, python 3.13.13-final-0 _______________
Name Stmts Miss Cover
-----------------------------------------------
app/__init__.py 1 0 100%
app/api/__init__.py 0 0 100%
app/api/auth.py 22 0 100%
app/api/chat.py 131 0 100%
app/api/chats.py 110 0 100%
app/api/config.py 7 0 100%
app/api/doc_drafts.py 93 0 100%
app/api/docs.py 50 0 100%
app/api/git_sources.py 181 0 100%
app/api/health.py 10 0 100%
app/api/steering.py 42 0 100%
app/api/suggestions.py 8 0 100%
app/api/sync.py 101 0 100%
app/config.py 126 0 100%
app/core/__init__.py 0 0 100%
app/core/auth.py 20 0 100%
app/core/caching.py 108 0 100%
app/core/debugging.py 29 2 93%
app/core/docs_push.py 39 0 100%
app/core/logging.py 13 0 100%
app/db.py 21 0 100%
app/main.py 52 0 100%
app/models.py 86 0 100%
app/rag/__init__.py 0 0 100%
app/rag/agent.py 78 0 100%
app/rag/archive_upload.py 128 0 100%
app/rag/chunker.py 206 4 98%
app/rag/git_sources.py 14 0 100%
app/rag/importer.py 180 3 98%
app/rag/llm.py 213 0 100%
app/rag/overview.py 71 0 100%
app/rag/prompts.py 65 0 100%
app/rag/retriever.py 94 3 97%
app/rag/sources_meta.py 16 0 100%
app/rag/suggestions.py 27 0 100%
app/rag/summarizer.py 24 0 100%
app/schemas.py 201 0 100%
-----------------------------------------------
TOTAL 2567 12 99%
coverage gate: app/ 99% (>90%) OK
All checks passed!
0 errors, 0 warnings, 0 informations
validation OK
.agent/reports/67_llm_retry/67_llm_retry__02_chat_endpoint_retry.a1.err
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.agent/reports/67_llm_retry/67_llm_retry__02_chat_endpoint_retry.a1.md
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**Task 02 complete — all gates green.**
- `ChatRetryEvent` SSE schema (`type/attempt/max_attempts`), documented as "attempt about to be tried, 1-based" (locked A2/A4)
- `app/api/chat.py`: embedding retry loop over `llm_retries + 1` attempts (warning + `retry` frame + flat delay; existing terminal error frame unchanged), deflected stream through `chat_stream_retried(tools=None)`, `RetryPiece` branch in the shared piece loop, `retries=N` appended to the per-turn log line, docstring updated
- **Defect fix (task 01):** `RetryPiece.attempt` carried the *failed* attempt, contradicting task 01's own spec, the endpoint's embed convention (`attempt+1`), and the task-05 E2E pins ("retrying (2 of 4)…" / "(4 of 4)…"). Changed `chat_stream_retried` to yield `RetryPiece(attempt + 1, …)` + updated its 3 unit pins
- Tests: 5 new integration scenarios (embed recover, embed exhaustion, deflected-stream retry, post-token terminal, `retries=0` byte-identical) + log-line asserts; updated 2 existing embed-failure tests; wire-shape pins added to `test_sse_events.py`
- **Deviation (Work 6):** the JS branch-order pin would fail until task 04 implements the branch (house pattern: pins land with the implementation, cf. phase 43) — locked the wire contract early in `test_sse_events.py` instead; task 04 adds the JS pin per its Work 3
- `uv run pytest` → 1273 passed; `--cov=app` TOTAL 99% (chat.py/llm.py/schemas.py 100%); `ruff check .` + `pyright` clean; `.agent/validate.sh` → OK
- E2E smoke `tests/e2e/test_chat_rag.py` → 3 passed (deflected path now routes through the retry wrapper)
- Next pending task: `.agent/phases/todo/67_llm_retry/03_agent_round_retry.md`
.agent/reports/67_llm_retry/67_llm_retry__02_chat_endpoint_retry.a1.validate
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=============================== warnings summary ===============================
.venv/lib/python3.13/site-packages/fastapi/testclient.py:1
/var/home/ducoterra/Projects/Personal/brain_of_reese/.venv/lib/python3.13/site-packages/fastapi/testclient.py:1: StarletteDeprecationWarning: Using `httpx` with `starlette.testclient` is deprecated; install `httpx2` instead.
from starlette.testclient import TestClient as TestClient # noqa
-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
================================ tests coverage ================================
_______________ coverage: platform linux, python 3.13.13-final-0 _______________
Name Stmts Miss Cover
-----------------------------------------------
app/__init__.py 1 0 100%
app/api/__init__.py 0 0 100%
app/api/auth.py 22 0 100%
app/api/chat.py 147 0 100%
app/api/chats.py 110 0 100%
app/api/config.py 7 0 100%
app/api/doc_drafts.py 93 0 100%
app/api/docs.py 50 0 100%
app/api/git_sources.py 181 0 100%
app/api/health.py 10 0 100%
app/api/steering.py 42 0 100%
app/api/suggestions.py 8 0 100%
app/api/sync.py 101 0 100%
app/config.py 126 0 100%
app/core/__init__.py 0 0 100%
app/core/auth.py 20 0 100%
app/core/caching.py 108 0 100%
app/core/debugging.py 29 2 93%
app/core/docs_push.py 39 0 100%
app/core/logging.py 13 0 100%
app/db.py 21 0 100%
app/main.py 52 0 100%
app/models.py 86 0 100%
app/rag/__init__.py 0 0 100%
app/rag/agent.py 78 0 100%
app/rag/archive_upload.py 128 0 100%
app/rag/chunker.py 206 4 98%
app/rag/git_sources.py 14 0 100%
app/rag/importer.py 180 3 98%
app/rag/llm.py 213 0 100%
app/rag/overview.py 71 0 100%
app/rag/prompts.py 65 0 100%
app/rag/retriever.py 94 3 97%
app/rag/sources_meta.py 16 0 100%
app/rag/suggestions.py 27 0 100%
app/rag/summarizer.py 24 0 100%
app/schemas.py 205 0 100%
-----------------------------------------------
TOTAL 2587 12 99%
coverage gate: app/ 99% (>90%) OK
All checks passed!
0 errors, 0 warnings, 0 informations
validation OK
.agent/reports/67_llm_retry/67_llm_retry__03_agent_round_retry.a1.err
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.agent/reports/67_llm_retry/67_llm_retry__03_agent_round_retry.a1.md
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Task 03 is complete and fully green.
## Report
**Implemented**
- `app/rag/agent.py` — `run_agent` now routes every model request (each tool round **and** the forced final `tools=None` call) through `chat_stream_retried(llm, …, retries=settings.llm_retries, delay=settings.llm_retry_delay)`; phase-48 bind + `try/finally: await stream.aclose()` kept around the new generator (its own `finally` closes the in-flight inner `chat_stream` on consumer abandon); return type widened to include `RetryPiece`; module docstring (new loop-contract point 7) and `run_agent` docstring updated per the task.
- `tests/unit/test_agent.py` — new `FailingLLM` scripted fake (`(pieces, error)` attempts, records requests + stream teardown) and 6 pins: round retried before first piece (`RetryPiece` before tool call, byte-identical restart, one `tool_calls` log line, flat delay awaited); mid-stream drop terminal (A2 — `LLMError` out, holder untouched, no retry/sleep); forced final no-tools call retried (`tools=None` on both attempts); `llm_retries=0` = one plain attempt; consumer abandon mid-retry-sleep leaks nothing (inner stream closed, retry never starts); retries invisible to the round cap (`round=1/2`, `round=2/2`, cap warning).
**Tests / lint / coverage**
- `uv run pytest tests/unit/test_agent.py -v` → **28 passed** (22 existing pins untouched + 6 new)
- `uv run pytest --cov=app --cov-report=term-missing` → **1279 passed**, TOTAL **99%** (>90%)
- `uv run ruff check .` → clean; `uv run pyright` → **0 errors**
- `uv run pytest tests/e2e/test_agent_document_tools.py -v --no-cov` → **4 passed** (grounded-path E2E regression)
**Notes**
- Initial full-suite run had 2 failures in `test_import_docs_git.py` — purely environmental (Postgres down); fixed with `podman compose up -d db`, no code involved.
- No deviations; commit deferred to task 05 per phase plan.
**Next pending task:** `.agent/phases/todo/67_llm_retry/04_frontend_retry_status.md`
.agent/reports/67_llm_retry/67_llm_retry__03_agent_round_retry.a1.validate
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=============================== warnings summary ===============================
.venv/lib/python3.13/site-packages/fastapi/testclient.py:1
/var/home/ducoterra/Projects/Personal/brain_of_reese/.venv/lib/python3.13/site-packages/fastapi/testclient.py:1: StarletteDeprecationWarning: Using `httpx` with `starlette.testclient` is deprecated; install `httpx2` instead.
from starlette.testclient import TestClient as TestClient # noqa
-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
================================ tests coverage ================================
_______________ coverage: platform linux, python 3.13.13-final-0 _______________
Name Stmts Miss Cover
-----------------------------------------------
app/__init__.py 1 0 100%
app/api/__init__.py 0 0 100%
app/api/auth.py 22 0 100%
app/api/chat.py 147 0 100%
app/api/chats.py 110 0 100%
app/api/config.py 7 0 100%
app/api/doc_drafts.py 93 0 100%
app/api/docs.py 50 0 100%
app/api/git_sources.py 181 0 100%
app/api/health.py 10 0 100%
app/api/steering.py 42 0 100%
app/api/suggestions.py 8 0 100%
app/api/sync.py 101 0 100%
app/config.py 126 0 100%
app/core/__init__.py 0 0 100%
app/core/auth.py 20 0 100%
app/core/caching.py 108 0 100%
app/core/debugging.py 29 2 93%
app/core/docs_push.py 39 0 100%
app/core/logging.py 13 0 100%
app/db.py 21 0 100%
app/main.py 52 0 100%
app/models.py 86 0 100%
app/rag/__init__.py 0 0 100%
app/rag/agent.py 78 0 100%
app/rag/archive_upload.py 128 0 100%
app/rag/chunker.py 206 4 98%
app/rag/git_sources.py 14 0 100%
app/rag/importer.py 180 3 98%
app/rag/llm.py 213 0 100%
app/rag/overview.py 71 0 100%
app/rag/prompts.py 65 0 100%
app/rag/retriever.py 94 3 97%
app/rag/sources_meta.py 16 0 100%
app/rag/suggestions.py 27 0 100%
app/rag/summarizer.py 24 0 100%
app/schemas.py 205 0 100%
-----------------------------------------------
TOTAL 2587 12 99%
coverage gate: app/ 99% (>90%) OK
All checks passed!
0 errors, 0 warnings, 0 informations
validation OK
.agent/reports/67_llm_retry/67_llm_retry__04_frontend_retry_status.a1.err
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.agent/reports/67_llm_retry/67_llm_retry__04_frontend_retry_status.a1.md
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All green. Task 04 is complete.
## Report
**Implemented**
- `frontend/assets/app.js` — new first-class `retry` branch in `runTurn`'s `readSSE` handler, between the `tool` and `delta` branches: `clearTurnTimeout()` + locked A4 copy `Communication interrupted — retrying (n of N)…` on the existing `#send-status` live region + typing-indicator `aria-label`; gate covers both `thinking` and `streaming`; no new DOM/bubble/banner/state change (purely additive).
- `frontend/assets/app.js` header doc — `retry` frame added to the SSE-event inventory (house convention, quotes the A4 copy).
- `tests/unit/test_frontend_feedback.py` — two new pins (task 02's contract, which task 02 left unimplemented): branch-order (`tool` < `retry` < `delta`), `clearTurnTimeout()`, exact copy literal, no `addMessage`/`appendToolLine`/`showErrorBanner`/`setUiState` in the branch, header inventory. Negative-checked: pin fails with the branch removed.
**Tests / lint / coverage**
- `uv run pytest --cov=app` → exit 0, all unit + integration green
- Coverage TOTAL **99%** (app/), gate >90% holds (no `app/` change this task)
- `uv run ruff check . && uv run pyright` → all checks passed / 0 errors
- `node --check frontend/assets/app.js` → syntax OK (JS behavior is E2E-gated in task 05)
**Decisions**
- Pin landed in `test_frontend_feedback.py` (the file task 02's work-6 named first); no behavior change to existing frame types.
**Next pending task:** `67_llm_retry/05_e2e_and_commit.md` (mock-LLM failure injection, `tests/e2e/test_llm_retry.py`, regressions, commit).
.agent/reports/67_llm_retry/67_llm_retry__04_frontend_retry_status.a1.validate
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=============================== warnings summary ===============================
.venv/lib/python3.13/site-packages/fastapi/testclient.py:1
/var/home/ducoterra/Projects/Personal/brain_of_reese/.venv/lib/python3.13/site-packages/fastapi/testclient.py:1: StarletteDeprecationWarning: Using `httpx` with `starlette.testclient` is deprecated; install `httpx2` instead.
from starlette.testclient import TestClient as TestClient # noqa
-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
================================ tests coverage ================================
_______________ coverage: platform linux, python 3.13.13-final-0 _______________
Name Stmts Miss Cover
-----------------------------------------------
app/__init__.py 1 0 100%
app/api/__init__.py 0 0 100%
app/api/auth.py 22 0 100%
app/api/chat.py 147 0 100%
app/api/chats.py 110 0 100%
app/api/config.py 7 0 100%
app/api/doc_drafts.py 93 0 100%
app/api/docs.py 50 0 100%
app/api/git_sources.py 181 0 100%
app/api/health.py 10 0 100%
app/api/steering.py 42 0 100%
app/api/suggestions.py 8 0 100%
app/api/sync.py 101 0 100%
app/config.py 126 0 100%
app/core/__init__.py 0 0 100%
app/core/auth.py 20 0 100%
app/core/caching.py 108 0 100%
app/core/debugging.py 29 2 93%
app/core/docs_push.py 39 0 100%
app/core/logging.py 13 0 100%
app/db.py 21 0 100%
app/main.py 52 0 100%
app/models.py 86 0 100%
app/rag/__init__.py 0 0 100%
app/rag/agent.py 78 0 100%
app/rag/archive_upload.py 128 0 100%
app/rag/chunker.py 206 4 98%
app/rag/git_sources.py 14 0 100%
app/rag/importer.py 180 3 98%
app/rag/llm.py 213 0 100%
app/rag/overview.py 71 0 100%
app/rag/prompts.py 65 0 100%
app/rag/retriever.py 94 3 97%
app/rag/sources_meta.py 16 0 100%
app/rag/suggestions.py 27 0 100%
app/rag/summarizer.py 24 0 100%
app/schemas.py 205 0 100%
-----------------------------------------------
TOTAL 2587 12 99%
coverage gate: app/ 99% (>90%) OK
All checks passed!
0 errors, 0 warnings, 0 informations
validation OK
.agent/reports/67_llm_retry/67_llm_retry__05_e2e_and_commit.a1.err
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.agent/reports/67_llm_retry/67_llm_retry__05_e2e_and_commit.a1.md
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All green and committed. Final report:
**Phase 67 task 05 — complete** (`46c0718`)
- `tests/e2e/mock_llm.py`: deterministic failure injection — `fail then answer` (2 dead app-level attempts → answer), `always fail` (all 500s), `embed fail once` (first embeddings POST 500s); module counters reset per trigger phrase, documented in the marker list
- `tests/e2e/conftest.py`: `BOR_LLM_RETRY_DELAY=0` on the e2e server + `BOR_LLM_RETRIES` forced to the real default (3, phase-61 leak-guard pattern)
- `tests/e2e/test_llm_retry.py`: 4 tests — dead-then-recovered deflected (statuses "(2 of 4)…"/"(3 of 4)…", retry frames before first delta, deflected settle, no banner), dead-then-recovered grounded (agent round retried, sources intact), embedding retry visible to UI, exhaustion (last retrying status "(4 of 4)…", `role=alert` banner with existing copy, send re-enabled, no bubble)
- Notable: the mock counts failures in **app-level attempts, not POSTs** — the openai SDK's default (max_retries=2) re-POSTs a dead stream twice, so a literal "first 2 POSTs fail" would be absorbed internally and no app retry would ever occur; deflected test seeds one fixture doc (`kubernetes.md`) because the marker's `fail`/`answer` tokens FTS-hit the 13-doc corpus and would flip the gate to HIGH (verified via `plan_turn`)
- Results: `uv run pytest tests/e2e/test_llm_retry.py -v --no-cov` → 4 passed (16.8s); regressions in isolation → chat_rag 3, agent_document_tools 4, stop_generation 3, retry_answer 4 — all passed; `uv run pytest --cov=app --cov-report=term-missing` → 1281 passed, TOTAL **99%**; `uv run ruff check .` clean; `uv run pyright` 0 errors
- One `--no-gpg-sign` commit (code + tasks 01–04 dir moves + phase-66 leftover move, phase-66 pattern); the 05 task file stays in `todo/` for the harness to move
- Next pending: `.agent/phases/todo/68_search_tool/`
.agent/reports/67_llm_retry/67_llm_retry__05_e2e_and_commit.a1.validate
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=============================== warnings summary ===============================
.venv/lib/python3.13/site-packages/fastapi/testclient.py:1
/var/home/ducoterra/Projects/Personal/brain_of_reese/.venv/lib/python3.13/site-packages/fastapi/testclient.py:1: StarletteDeprecationWarning: Using `httpx` with `starlette.testclient` is deprecated; install `httpx2` instead.
from starlette.testclient import TestClient as TestClient # noqa
-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
================================ tests coverage ================================
_______________ coverage: platform linux, python 3.13.13-final-0 _______________
Name Stmts Miss Cover
-----------------------------------------------
app/__init__.py 1 0 100%
app/api/__init__.py 0 0 100%
app/api/auth.py 22 0 100%
app/api/chat.py 147 0 100%
app/api/chats.py 110 0 100%
app/api/config.py 7 0 100%
app/api/doc_drafts.py 93 0 100%
app/api/docs.py 50 0 100%
app/api/git_sources.py 181 0 100%
app/api/health.py 10 0 100%
app/api/steering.py 42 0 100%
app/api/suggestions.py 8 0 100%
app/api/sync.py 101 0 100%
app/config.py 126 0 100%
app/core/__init__.py 0 0 100%
app/core/auth.py 20 0 100%
app/core/caching.py 108 0 100%
app/core/debugging.py 29 2 93%
app/core/docs_push.py 39 0 100%
app/core/logging.py 13 0 100%
app/db.py 21 0 100%
app/main.py 52 0 100%
app/models.py 86 0 100%
app/rag/__init__.py 0 0 100%
app/rag/agent.py 78 0 100%
app/rag/archive_upload.py 128 0 100%
app/rag/chunker.py 206 4 98%
app/rag/git_sources.py 14 0 100%
app/rag/importer.py 180 3 98%
app/rag/llm.py 213 0 100%
app/rag/overview.py 71 0 100%
app/rag/prompts.py 65 0 100%
app/rag/retriever.py 94 3 97%
app/rag/sources_meta.py 16 0 100%
app/rag/suggestions.py 27 0 100%
app/rag/summarizer.py 24 0 100%
app/schemas.py 205 0 100%
-----------------------------------------------
TOTAL 2587 12 99%
coverage gate: app/ 99% (>90%) OK
All checks passed!
0 errors, 0 warnings, 0 informations
validation OK