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Author SHA1 Message Date
Alexander Whitestone
e28d16b324 test: cover patch did-you-mean end-to-end (#960)
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- add focused QA tests for replace-mode rich hints without legacy generic hints
- verify ambiguous replace failures do not show did-you-mean noise
- verify V4A patch validation surfaces rich hints
- verify skill patching surfaces rich hints on true no-match failures
2026-04-22 10:43:34 -04:00
Alexander Whitestone
bc32047610 wip: fix patch did-you-mean dependencies (#960)
- restore escape-drift guard needed by current fuzzy-match tests
- import missing typing symbols in file_tools after porting patch hint logic
2026-04-22 10:41:29 -04:00
Teknium
3a24420d7d fix(patch): gate 'did you mean?' to no-match + extend to v4a/skill_manage
Follow-ups on top of @teyrebaz33's cherry-picked commit:

1. New shared helper format_no_match_hint() in fuzzy_match.py with a
   startswith('Could not find') gate so the snippet only appends to
   genuine no-match errors — not to 'Found N matches' (ambiguous),
   'Escape-drift detected', or 'identical strings' errors, which would
   all mislead the model.

2. file_tools.patch_tool suppresses the legacy generic '[Hint: old_string
   not found...]' string when the rich 'Did you mean?' snippet is
   already attached — no more double-hint.

3. Wire the same helper into patch_parser.py (V4A patch mode, both
   _validate_operations and _apply_update) and skill_manager_tool.py so
   all three fuzzy callers surface the hint consistently.

Tests: 7 new gating tests in TestFormatNoMatchHint cover every error
class (ambiguous, drift, identical, non-zero match count, None error,
no similar content, happy path). 34/34 test_fuzzy_match, 96/96
test_file_tools + test_patch_parser + test_skill_manager_tool pass.
E2E verified across all four scenarios: no-match-with-similar,
no-match-no-similar, ambiguous, success. V4A mode confirmed
end-to-end with a non-matching hunk.

(cherry picked from commit 5e6427a42c)
2026-04-22 10:30:00 -04:00
teyrebaz33
d14c1c5a56 feat(patch): add 'did you mean?' feedback when patch fails to match
When patch_replace() cannot find old_string in a file, the error message
now includes the closest matching lines from the file with line numbers
and context. This helps the LLM self-correct without a separate read_file
call.

Implements Phase 1 of #536: enhanced patch error feedback with no
architectural changes.

- tools/fuzzy_match.py: new find_closest_lines() using SequenceMatcher
- tools/file_operations.py: attach closest-lines hint to patch errors
- tests/tools/test_fuzzy_match.py: 5 new tests for find_closest_lines

(cherry picked from commit 15abf4ed8f)
2026-04-22 10:28:40 -04:00
13 changed files with 477 additions and 446 deletions

View File

@@ -523,7 +523,7 @@ DEFAULT_CONFIG = {
# Text-to-speech configuration
"tts": {
"provider": "edge", # "edge" (free) | "elevenlabs" (premium) | "openai" | "minimax" | "mistral" | "neutts" (local) | "kittentts" (local)
"provider": "edge", # "edge" (free) | "elevenlabs" (premium) | "openai" | "minimax" | "mistral" | "neutts" (local)
"edge": {
"voice": "en-US-AriaNeural",
# Popular: AriaNeural, JennyNeural, AndrewNeural, BrianNeural, SoniaNeural
@@ -547,12 +547,6 @@ DEFAULT_CONFIG = {
"model": "neuphonic/neutts-air-q4-gguf", # HuggingFace model repo
"device": "cpu", # cpu, cuda, or mps
},
"kittentts": {
"model": "KittenML/kitten-tts-nano-0.8-int8", # 25MB int8 default
"voice": "Jasper", # Jasper, Bella, Luna, Bruno, Rosie, Hugo, Kiki, Leo
"speed": 1.0,
"clean_text": True,
},
},
"stt": {

View File

@@ -443,16 +443,6 @@ def _print_setup_summary(config: dict, hermes_home):
tool_status.append(("Text-to-Speech (NeuTTS local)", True, None))
else:
tool_status.append(("Text-to-Speech (NeuTTS — not installed)", False, "run 'hermes setup tts'"))
elif tts_provider == "kittentts":
try:
import importlib.util
kittentts_ok = importlib.util.find_spec("kittentts") is not None
except Exception:
kittentts_ok = False
if kittentts_ok:
tool_status.append(("Text-to-Speech (KittenTTS local)", True, None))
else:
tool_status.append(("Text-to-Speech (KittenTTS — not installed)", False, "run 'hermes setup tts'"))
else:
tool_status.append(("Text-to-Speech (Edge TTS)", True, None))
@@ -901,7 +891,6 @@ def _install_neutts_deps() -> bool:
return False
else:
print_warning("espeak-ng is required for NeuTTS. Install it manually before using NeuTTS.")
return False
# Install neutts Python package
print()
@@ -921,34 +910,8 @@ def _install_neutts_deps() -> bool:
return False
def _install_kittentts_deps() -> bool:
"""Install KittenTTS dependencies with user approval. Returns True on success."""
import subprocess
import sys
wheel_url = (
"https://github.com/KittenML/KittenTTS/releases/download/"
"0.8.1/kittentts-0.8.1-py3-none-any.whl"
)
print()
print_info("Installing kittentts Python package (~25-80MB model downloaded on first use)...")
print()
try:
subprocess.run(
[sys.executable, "-m", "pip", "install", "-U", wheel_url, "soundfile", "--quiet"],
check=True, timeout=300,
)
print_success("kittentts installed successfully")
return True
except (subprocess.CalledProcessError, subprocess.TimeoutExpired) as e:
print_error(f"Failed to install kittentts: {e}")
print_info(f"Try manually: python -m pip install -U '{wheel_url}' soundfile")
return False
def _setup_tts_provider(config: dict):
"""Interactive TTS provider selection with install flow for local providers."""
"""Interactive TTS provider selection with install flow for NeuTTS."""
tts_config = config.get("tts", {})
current_provider = tts_config.get("provider", "edge")
subscription_features = get_nous_subscription_features(config)
@@ -960,7 +923,6 @@ def _setup_tts_provider(config: dict):
"minimax": "MiniMax TTS",
"mistral": "Mistral Voxtral TTS",
"neutts": "NeuTTS",
"kittentts": "KittenTTS",
}
current_label = provider_labels.get(current_provider, current_provider)
@@ -982,10 +944,9 @@ def _setup_tts_provider(config: dict):
"MiniMax TTS (high quality with voice cloning, needs API key)",
"Mistral Voxtral TTS (multilingual, native Opus, needs API key)",
"NeuTTS (local on-device, free, ~300MB model download)",
"KittenTTS (local on-device, free, lightweight ~25-80MB ONNX)",
]
)
providers.extend(["edge", "elevenlabs", "openai", "minimax", "mistral", "neutts", "kittentts"])
providers.extend(["edge", "elevenlabs", "openai", "minimax", "mistral", "neutts"])
choices.append(f"Keep current ({current_label})")
keep_current_idx = len(choices) - 1
idx = prompt_choice("Select TTS provider:", choices, keep_current_idx)
@@ -1027,28 +988,6 @@ def _setup_tts_provider(config: dict):
print_info("Skipping install. Set tts.provider to 'neutts' after installing manually.")
selected = "edge"
elif selected == "kittentts":
try:
import importlib.util
already_installed = importlib.util.find_spec("kittentts") is not None
except Exception:
already_installed = False
if already_installed:
print_success("KittenTTS is already installed")
else:
print()
print_info("KittenTTS is lightweight (~25-80MB, CPU-only, no API key required).")
print_info("Voices: Jasper, Bella, Luna, Bruno, Rosie, Hugo, Kiki, Leo")
print()
if prompt_yes_no("Install KittenTTS now?", True):
if not _install_kittentts_deps():
print_warning("KittenTTS installation incomplete. Falling back to Edge TTS.")
selected = "edge"
else:
print_info("Skipping install. Set tts.provider to 'kittentts' after installing manually.")
selected = "edge"
elif selected == "elevenlabs":
existing = get_env_value("ELEVENLABS_API_KEY")
if not existing:

View File

@@ -164,14 +164,6 @@ TOOL_CATEGORIES = {
],
"tts_provider": "mistral",
},
{
"name": "KittenTTS",
"badge": "local · free",
"tag": "Lightweight local ONNX TTS (~25MB), no API key",
"env_vars": [],
"tts_provider": "kittentts",
"post_setup": "kittentts",
},
],
},
"web": {
@@ -411,36 +403,6 @@ def _run_post_setup(post_setup_key: str):
_print_warning(" Node.js not found. Install Camofox via Docker:")
_print_info(" docker run -p 9377:9377 -e CAMOFOX_PORT=9377 jo-inc/camofox-browser")
elif post_setup_key == "kittentts":
try:
__import__("kittentts")
_print_success(" kittentts is already installed")
return
except ImportError:
pass
import subprocess
_print_info(" Installing kittentts (~25-80MB model, CPU-only)...")
wheel_url = (
"https://github.com/KittenML/KittenTTS/releases/download/"
"0.8.1/kittentts-0.8.1-py3-none-any.whl"
)
try:
result = subprocess.run(
[sys.executable, "-m", "pip", "install", "-U", wheel_url, "soundfile", "--quiet"],
capture_output=True, text=True, timeout=300,
)
if result.returncode == 0:
_print_success(" kittentts installed")
_print_info(" Voices: Jasper, Bella, Luna, Bruno, Rosie, Hugo, Kiki, Leo")
_print_info(" Models: KittenML/kitten-tts-nano-0.8-int8 (25MB), micro (41MB), mini (80MB)")
else:
_print_warning(" kittentts install failed:")
_print_info(f" {result.stderr.strip()[:300]}")
_print_info(f" Run manually: python -m pip install -U '{wheel_url}' soundfile")
except subprocess.TimeoutExpired:
_print_warning(" kittentts install timed out (>5min)")
_print_info(f" Run manually: python -m pip install -U '{wheel_url}' soundfile")
elif post_setup_key == "rl_training":
try:
__import__("tinker_atropos")

View File

@@ -148,3 +148,184 @@ class TestStrategyNameSurfaced:
assert count == 0
assert strategy is None
assert err is not None
class TestEscapeDriftGuard:
"""Tests for the escape-drift guard that catches bash/JSON serialization
artifacts where an apostrophe gets prefixed with a spurious backslash
in tool-call transport.
"""
def test_drift_blocked_apostrophe(self):
"""File has ', old_string and new_string both have \\' — classic
tool-call drift. Guard must block with a helpful error instead of
writing \\' literals into source code."""
content = "x = \"hello there\"\n"
# Simulate transport-corrupted old_string and new_string where an
# apostrophe-like context got prefixed with a backslash. The content
# itself has no apostrophe, but both strings do — matching via
# whitespace/anchor strategies would otherwise succeed.
old_string = "x = \"hello there\" # don\\'t edit\n"
new_string = "x = \"hi there\" # don\\'t edit\n"
# This particular pair won't match anything, so it exits via
# no-match path. Build a case where a non-exact strategy DOES match.
content = "line\n x = 1\nline"
old_string = "line\n x = \\'a\\'\nline"
new_string = "line\n x = \\'b\\'\nline"
new, count, strategy, err = fuzzy_find_and_replace(content, old_string, new_string)
assert count == 0
assert err is not None and "Escape-drift" in err
assert "backslash" in err.lower()
assert new == content # file untouched
def test_drift_blocked_double_quote(self):
"""Same idea but with \\" drift instead of \\'."""
content = 'line\n x = 1\nline'
old_string = 'line\n x = \\"a\\"\nline'
new_string = 'line\n x = \\"b\\"\nline'
new, count, strategy, err = fuzzy_find_and_replace(content, old_string, new_string)
assert count == 0
assert err is not None and "Escape-drift" in err
def test_drift_allowed_when_file_genuinely_has_backslash_escapes(self):
"""If the file already contains \\' (e.g. inside an existing escaped
string), the model is legitimately preserving it. Guard must NOT
fire."""
content = "line\n x = \\'a\\'\nline"
old_string = "line\n x = \\'a\\'\nline"
new_string = "line\n x = \\'b\\'\nline"
new, count, strategy, err = fuzzy_find_and_replace(content, old_string, new_string)
assert err is None
assert count == 1
assert "\\'b\\'" in new
def test_drift_allowed_on_exact_match(self):
"""Exact matches bypass the drift guard entirely — if the file
really contains the exact bytes old_string specified, it's not
drift."""
content = "hello \\'world\\'"
new, count, strategy, err = fuzzy_find_and_replace(
content, "hello \\'world\\'", "hello \\'there\\'"
)
assert err is None
assert count == 1
assert strategy == "exact"
def test_drift_allowed_when_adding_escaped_strings(self):
"""Model is adding new content with \\' that wasn't in the original.
old_string has no \\', so guard doesn't fire."""
content = "line1\nline2\nline3"
old_string = "line1\nline2\nline3"
new_string = "line1\nprint(\\'added\\')\nline2\nline3"
new, count, strategy, err = fuzzy_find_and_replace(content, old_string, new_string)
assert err is None
assert count == 1
assert "\\'added\\'" in new
def test_no_drift_check_when_new_string_lacks_suspect_chars(self):
"""Fast-path: if new_string has no \\' or \\", guard must not
fire even on fuzzy match."""
content = "def foo():\n pass" # extra space ignored by line_trimmed
old_string = "def foo():\n pass"
new_string = "def bar():\n return 1"
new, count, strategy, err = fuzzy_find_and_replace(content, old_string, new_string)
assert err is None
assert count == 1
class TestFindClosestLines:
def setup_method(self):
from tools.fuzzy_match import find_closest_lines
self.find_closest_lines = find_closest_lines
def test_finds_similar_line(self):
content = "def foo():\n pass\ndef bar():\n return 1\n"
result = self.find_closest_lines("def baz():", content)
assert "def foo" in result or "def bar" in result
def test_returns_empty_for_no_match(self):
content = "completely different content here"
result = self.find_closest_lines("xyzzy_no_match_possible_!!!", content)
assert result == ""
def test_returns_empty_for_empty_inputs(self):
assert self.find_closest_lines("", "some content") == ""
assert self.find_closest_lines("old string", "") == ""
def test_includes_context_lines(self):
content = "line1\nline2\ndef target():\n pass\nline5\n"
result = self.find_closest_lines("def target():", content)
assert "target" in result
def test_includes_line_numbers(self):
content = "line1\nline2\ndef foo():\n pass\n"
result = self.find_closest_lines("def foo():", content)
# Should include line numbers in format "N| content"
assert "|" in result
class TestFormatNoMatchHint:
"""Gating tests for format_no_match_hint — the shared helper that decides
whether a 'Did you mean?' snippet should be appended to an error.
"""
def setup_method(self):
from tools.fuzzy_match import format_no_match_hint
self.fmt = format_no_match_hint
def test_fires_on_could_not_find_with_match(self):
"""Classic no-match: similar content exists → hint fires."""
content = "def foo():\n pass\ndef bar():\n pass\n"
result = self.fmt(
"Could not find a match for old_string in the file",
0, "def baz():", content,
)
assert "Did you mean" in result
assert "foo" in result or "bar" in result
def test_silent_on_ambiguous_match_error(self):
"""'Found N matches' is not a missing-match failure — no hint."""
content = "aaa bbb aaa\n"
result = self.fmt(
"Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.",
0, "aaa", content,
)
assert result == ""
def test_silent_on_escape_drift_error(self):
"""Escape-drift errors are intentional blocks — hint would mislead."""
content = "x = 1\n"
result = self.fmt(
"Escape-drift detected: old_string and new_string contain the literal sequence '\\\\''...",
0, "x = \\'1\\'", content,
)
assert result == ""
def test_silent_on_identical_strings(self):
"""old_string == new_string — hint irrelevant."""
result = self.fmt(
"old_string and new_string are identical",
0, "foo", "foo bar\n",
)
assert result == ""
def test_silent_when_match_count_nonzero(self):
"""If match succeeded, we shouldn't be in the error path — defense in depth."""
result = self.fmt(
"Could not find a match for old_string in the file",
1, "foo", "foo bar\n",
)
assert result == ""
def test_silent_on_none_error(self):
"""No error at all — no hint."""
result = self.fmt(None, 0, "foo", "bar\n")
assert result == ""
def test_silent_when_no_similar_content(self):
"""Even for a valid no-match error, skip hint when nothing similar exists."""
result = self.fmt(
"Could not find a match for old_string in the file",
0, "totally_unique_xyzzy_qux", "abc\nxyz\n",
)
assert result == ""

View File

@@ -0,0 +1,114 @@
import json
import os
import textwrap
from pathlib import Path
import tools.skill_manager_tool as skill_manager_tool
from tools.file_tools import patch_tool
from tools.skill_manager_tool import _create_skill, _patch_skill
def _disable_patch_tool_guards(monkeypatch):
monkeypatch.setattr("tools.file_tools._check_sensitive_path", lambda _path: None)
monkeypatch.setattr("tools.file_tools._check_file_staleness", lambda _path, _task_id: None)
monkeypatch.setattr("tools.file_tools._log_and_check_conflict", lambda _path, _task_id, _action: None)
def test_patch_tool_replace_no_match_shows_rich_hint_without_legacy_hint(tmp_path, monkeypatch):
_disable_patch_tool_guards(monkeypatch)
sample = tmp_path / "sample.py"
sample.write_text("def foo():\n return 1\n\ndef bar():\n return 2\n", encoding="utf-8")
raw = patch_tool(
mode="replace",
path=str(sample),
old_string="def barycentric():",
new_string="def barycentric_new():",
task_id="qa960-replace-rich-hint",
)
result = json.loads(raw)
assert result["success"] is False
assert "Could not find a match" in result["error"]
assert "Did you mean one of these sections?" in result["error"]
assert "def bar():" in result["error"] or "def foo():" in result["error"]
assert "[Hint:" not in raw
def test_patch_tool_replace_ambiguous_error_does_not_show_did_you_mean(tmp_path, monkeypatch):
_disable_patch_tool_guards(monkeypatch)
sample = tmp_path / "sample.py"
sample.write_text("aaa\nbbb\naaa\n", encoding="utf-8")
raw = patch_tool(
mode="replace",
path=str(sample),
old_string="aaa",
new_string="ccc",
task_id="qa960-replace-ambiguous",
)
result = json.loads(raw)
assert result["success"] is False
assert "Found 2 matches" in result["error"]
assert "Did you mean one of these sections?" not in result["error"]
assert "[Hint:" not in raw
def test_patch_tool_v4a_no_match_shows_rich_hint(tmp_path, monkeypatch):
_disable_patch_tool_guards(monkeypatch)
sample = tmp_path / "sample.py"
sample.write_text("def foo():\n return 1\n", encoding="utf-8")
patch = textwrap.dedent(
f"""\
*** Begin Patch
*** Update File: {sample}
@@
-def barycentric():
+def barycentric_new():
*** End Patch
"""
)
raw = patch_tool(mode="patch", patch=patch, task_id="qa960-v4a-rich-hint")
result = json.loads(raw)
assert result["success"] is False
assert "Patch validation failed" in result["error"]
assert "Did you mean one of these sections?" in result["error"]
assert "def foo():" in result["error"]
def test_skill_patch_no_match_shows_rich_hint(tmp_path, monkeypatch):
monkeypatch.setenv("HERMES_HOME", str(tmp_path))
skills_dir = tmp_path / "skills"
skills_dir.mkdir(parents=True, exist_ok=True)
monkeypatch.setattr(skill_manager_tool, "SKILLS_DIR", skills_dir)
monkeypatch.setattr(skill_manager_tool, "_security_scan_skill", lambda _skill_dir: None)
_create_skill(
"qa-skill",
textwrap.dedent(
"""\
---
name: qa-skill
description: test
---
Step 1: Do the thing.
Step 2: Verify the thing.
"""
),
)
result = _patch_skill(
"qa-skill",
"Step 1: Do the production rollout.",
"Step 1: Updated.",
)
assert result["success"] is False
assert "Could not find a match" in result["error"]
assert "Did you mean one of these sections?" in result["error"]
assert "Step 1: Do the thing." in result["error"]
assert "file_preview" in result

View File

@@ -1,236 +0,0 @@
"""Tests for the KittenTTS local provider in tools/tts_tool.py."""
import json
from unittest.mock import MagicMock, patch
import numpy as np
import pytest
@pytest.fixture(autouse=True)
def clean_env(monkeypatch):
for key in ("HERMES_SESSION_PLATFORM",):
monkeypatch.delenv(key, raising=False)
@pytest.fixture(autouse=True)
def clear_kittentts_cache():
"""Reset the module-level model cache between tests."""
from tools import tts_tool as _tt
_tt._kittentts_model_cache.clear()
yield
_tt._kittentts_model_cache.clear()
@pytest.fixture
def mock_kittentts_module():
"""Inject a fake kittentts + soundfile module that return stub objects."""
fake_model = MagicMock()
# 24kHz float32 PCM at ~2s of silence
fake_model.generate.return_value = np.zeros(48000, dtype=np.float32)
fake_cls = MagicMock(return_value=fake_model)
fake_kittentts = MagicMock()
fake_kittentts.KittenTTS = fake_cls
# Stub soundfile — the real package isn't installed in CI venv, and
# _generate_kittentts does `import soundfile as sf` at runtime.
fake_sf = MagicMock()
def _fake_write(path, audio, samplerate):
# Emulate writing a real file so downstream path checks succeed.
import pathlib
pathlib.Path(path).write_bytes(b"RIFF\x00\x00\x00\x00WAVEfmt fake")
fake_sf.write = _fake_write
with patch.dict(
"sys.modules",
{"kittentts": fake_kittentts, "soundfile": fake_sf},
):
yield fake_model, fake_cls
class TestGenerateKittenTts:
def test_successful_wav_generation(self, tmp_path, mock_kittentts_module):
from tools.tts_tool import _generate_kittentts
fake_model, fake_cls = mock_kittentts_module
output_path = str(tmp_path / "test.wav")
result = _generate_kittentts("Hello world", output_path, {})
assert result == output_path
assert (tmp_path / "test.wav").exists()
fake_cls.assert_called_once()
fake_model.generate.assert_called_once()
def test_config_passes_voice_speed_cleantext(self, tmp_path, mock_kittentts_module):
from tools.tts_tool import _generate_kittentts
fake_model, _ = mock_kittentts_module
config = {
"kittentts": {
"model": "KittenML/kitten-tts-mini-0.8",
"voice": "Luna",
"speed": 1.25,
"clean_text": False,
}
}
_generate_kittentts("Hi there", str(tmp_path / "out.wav"), config)
call_kwargs = fake_model.generate.call_args.kwargs
assert call_kwargs["voice"] == "Luna"
assert call_kwargs["speed"] == 1.25
assert call_kwargs["clean_text"] is False
def test_default_model_and_voice(self, tmp_path, mock_kittentts_module):
from tools.tts_tool import (
DEFAULT_KITTENTTS_MODEL,
DEFAULT_KITTENTTS_VOICE,
_generate_kittentts,
)
fake_model, fake_cls = mock_kittentts_module
_generate_kittentts("Hi", str(tmp_path / "out.wav"), {})
fake_cls.assert_called_once_with(DEFAULT_KITTENTTS_MODEL)
assert fake_model.generate.call_args.kwargs["voice"] == DEFAULT_KITTENTTS_VOICE
def test_model_is_cached_across_calls(self, tmp_path, mock_kittentts_module):
from tools.tts_tool import _generate_kittentts
_, fake_cls = mock_kittentts_module
_generate_kittentts("One", str(tmp_path / "a.wav"), {})
_generate_kittentts("Two", str(tmp_path / "b.wav"), {})
# Same model name → class instantiated exactly once
assert fake_cls.call_count == 1
def test_different_models_are_cached_separately(self, tmp_path, mock_kittentts_module):
from tools.tts_tool import _generate_kittentts
_, fake_cls = mock_kittentts_module
_generate_kittentts(
"A",
str(tmp_path / "a.wav"),
{"kittentts": {"model": "KittenML/kitten-tts-nano-0.8-int8"}},
)
_generate_kittentts(
"B",
str(tmp_path / "b.wav"),
{"kittentts": {"model": "KittenML/kitten-tts-mini-0.8"}},
)
assert fake_cls.call_count == 2
def test_non_wav_extension_triggers_ffmpeg_conversion(
self, tmp_path, mock_kittentts_module, monkeypatch
):
"""Non-.wav output path causes WAV → target ffmpeg conversion."""
from tools import tts_tool as _tt
calls = []
def fake_shutil_which(cmd):
return "/usr/bin/ffmpeg" if cmd == "ffmpeg" else None
def fake_run(cmd, check=False, timeout=None, **kw):
calls.append(cmd)
# Emulate ffmpeg writing the output file
import pathlib
out_path = cmd[-1]
pathlib.Path(out_path).write_bytes(b"fake-mp3-data")
return MagicMock(returncode=0)
monkeypatch.setattr(_tt.shutil, "which", fake_shutil_which)
monkeypatch.setattr(_tt.subprocess, "run", fake_run)
output_path = str(tmp_path / "test.mp3")
result = _tt._generate_kittentts("Hi", output_path, {})
assert result == output_path
assert len(calls) == 1
assert calls[0][0] == "/usr/bin/ffmpeg"
def test_missing_kittentts_raises_import_error(self, tmp_path, monkeypatch):
"""When kittentts package is not installed, _import_kittentts raises."""
import sys
monkeypatch.setitem(sys.modules, "kittentts", None)
from tools.tts_tool import _generate_kittentts
with pytest.raises((ImportError, TypeError)):
_generate_kittentts("Hi", str(tmp_path / "out.wav"), {})
class TestCheckKittenttsAvailable:
def test_reports_available_when_package_present(self, monkeypatch):
import importlib.util
from tools.tts_tool import _check_kittentts_available
fake_spec = MagicMock()
monkeypatch.setattr(
importlib.util,
"find_spec",
lambda name: fake_spec if name == "kittentts" else None,
)
assert _check_kittentts_available() is True
def test_reports_unavailable_when_package_missing(self, monkeypatch):
import importlib.util
from tools.tts_tool import _check_kittentts_available
monkeypatch.setattr(importlib.util, "find_spec", lambda name: None)
assert _check_kittentts_available() is False
class TestDispatcherBranch:
def test_kittentts_not_installed_returns_helpful_error(self, monkeypatch, tmp_path):
"""When provider=kittentts but package missing, return JSON error with setup hint."""
import sys
monkeypatch.setitem(sys.modules, "kittentts", None)
monkeypatch.setenv("HERMES_HOME", str(tmp_path))
from tools.tts_tool import text_to_speech_tool
# Write a config telling it to use kittentts
import yaml
(tmp_path / "config.yaml").write_text(
yaml.safe_dump({"tts": {"provider": "kittentts"}})
)
result = json.loads(text_to_speech_tool(text="Hello"))
assert result["success"] is False
assert "kittentts" in result["error"].lower()
assert "hermes setup tts" in result["error"].lower()
def test_non_telegram_explicit_wav_path_is_preserved(
self, monkeypatch, tmp_path, mock_kittentts_module
):
"""Explicit WAV outputs should stay WAV outside Telegram sessions."""
import yaml
from tools import tts_tool as _tt
monkeypatch.setenv("HERMES_HOME", str(tmp_path))
(tmp_path / "config.yaml").write_text(
yaml.safe_dump({"tts": {"provider": "kittentts"}})
)
def fail_convert(_path):
raise AssertionError("_convert_to_opus should not run outside Telegram")
monkeypatch.setattr(_tt, "_convert_to_opus", fail_convert)
result = json.loads(
_tt.text_to_speech_tool(
text="Hello from KittenTTS",
output_path=str(tmp_path / "out.wav"),
)
)
assert result["success"] is True
assert result["file_path"] == str(tmp_path / "out.wav")
assert (tmp_path / "out.wav").exists()

View File

@@ -757,12 +757,14 @@ class ShellFileOperations(FileOperations):
content, old_string, new_string, replace_all
)
if error:
return PatchResult(error=error)
if match_count == 0:
return PatchResult(error=f"Could not find match for old_string in {path}")
if error or match_count == 0:
err_msg = error or f"Could not find match for old_string in {path}"
try:
from tools.fuzzy_match import format_no_match_hint
err_msg += format_no_match_hint(err_msg, match_count, old_string, content)
except Exception:
pass
return PatchResult(error=err_msg)
# Write back
write_result = self.write_file(path, new_content)
if write_result.error:

View File

@@ -8,6 +8,7 @@ import os
import threading
import time
from pathlib import Path
from typing import Any, Dict, Optional
from tools.binary_extensions import has_binary_extension
from tools.file_operations import ShellFileOperations
from agent.redact import redact_sensitive_text
@@ -690,8 +691,11 @@ def patch_tool(mode: str = "replace", path: str = None, old_string: str = None,
result_json = json.dumps(result_dict, ensure_ascii=False)
# Hint when old_string not found — saves iterations where the agent
# retries with stale content instead of re-reading the file.
# Suppressed when patch_replace already attached a rich "Did you mean?"
# snippet (which is strictly more useful than the generic hint).
if result_dict.get("error") and "Could not find" in str(result_dict["error"]):
result_json += "\n\n[Hint: old_string not found. Use read_file to verify the current content, or search_files to locate the text.]"
if "Did you mean one of these sections?" not in str(result_dict["error"]):
result_json += "\n\n[Hint: old_string not found. Use read_file to verify the current content, or search_files to locate the text.]"
return result_json
except Exception as e:
return tool_error(str(e))

View File

@@ -93,6 +93,21 @@ def fuzzy_find_and_replace(content: str, old_string: str, new_string: str,
f"Provide more context to make it unique, or use replace_all=True."
)
# Escape-drift guard: when the matched strategy is NOT `exact`,
# we matched via some form of normalization. If new_string
# contains shell/JSON-style escape sequences (\\' or \\") that
# would be written literally into the file but the matched
# region of the file has no such sequences, this is almost
# certainly tool-call serialization drift — the model typed
# an apostrophe/quote and the transport added a stray
# backslash. Writing new_string as-is would corrupt the file.
# Block with a helpful error so the model re-reads and retries
# instead of the caller silently persisting garbage (or not).
if strategy_name != "exact":
drift_err = _detect_escape_drift(content, matches, old_string, new_string)
if drift_err:
return content, 0, None, drift_err
# Perform replacement
new_content = _apply_replacements(content, matches, new_string)
return new_content, len(matches), strategy_name, None
@@ -101,6 +116,46 @@ def fuzzy_find_and_replace(content: str, old_string: str, new_string: str,
return content, 0, None, "Could not find a match for old_string in the file"
def _detect_escape_drift(content: str, matches: List[Tuple[int, int]],
old_string: str, new_string: str) -> Optional[str]:
"""Detect tool-call escape-drift artifacts in new_string.
Looks for ``\\'`` or ``\\"`` sequences that are present in both
old_string and new_string (i.e. the model copy-pasted them as "context"
it intended to preserve) but don't exist in the matched region of the
file. That pattern indicates the transport layer inserted spurious
shell-style escapes around apostrophes or quotes — writing new_string
verbatim would literally insert ``\\'`` into source code.
Returns an error string if drift is detected, None otherwise.
"""
# Cheap pre-check: bail out unless new_string actually contains a
# suspect escape sequence. This keeps the guard free for all the
# common, correct cases.
if "\\'" not in new_string and '\\"' not in new_string:
return None
# Aggregate matched regions of the file — that's what new_string will
# replace. If the suspect escapes are present there already, the
# model is genuinely preserving them (valid for some languages /
# escaped strings); accept the patch.
matched_regions = "".join(content[start:end] for start, end in matches)
for suspect in ("\\'", '\\"'):
if suspect in new_string and suspect in old_string and suspect not in matched_regions:
plain = suspect[1] # "'" or '"'
return (
f"Escape-drift detected: old_string and new_string contain "
f"the literal sequence {suspect!r} but the matched region of "
f"the file does not. This is almost always a tool-call "
f"serialization artifact where an apostrophe or quote got "
f"prefixed with a spurious backslash. Re-read the file with "
f"read_file and pass old_string/new_string without "
f"backslash-escaping {plain!r} characters."
)
return None
def _apply_replacements(content: str, matches: List[Tuple[int, int]], new_string: str) -> str:
"""
Apply replacements at the given positions.
@@ -564,3 +619,86 @@ def _map_normalized_positions(original: str, normalized: str,
original_matches.append((orig_start, min(orig_end, len(original))))
return original_matches
def find_closest_lines(old_string: str, content: str, context_lines: int = 2, max_results: int = 3) -> str:
"""Find lines in content most similar to old_string for "did you mean?" feedback.
Returns a formatted string showing the closest matching lines with context,
or empty string if no useful match is found.
"""
if not old_string or not content:
return ""
old_lines = old_string.splitlines()
content_lines = content.splitlines()
if not old_lines or not content_lines:
return ""
# Use first line of old_string as anchor for search
anchor = old_lines[0].strip()
if not anchor:
# Try second line if first is blank
candidates = [l.strip() for l in old_lines if l.strip()]
if not candidates:
return ""
anchor = candidates[0]
# Score each line in content by similarity to anchor
scored = []
for i, line in enumerate(content_lines):
stripped = line.strip()
if not stripped:
continue
ratio = SequenceMatcher(None, anchor, stripped).ratio()
if ratio > 0.3:
scored.append((ratio, i))
if not scored:
return ""
# Take top matches
scored.sort(key=lambda x: -x[0])
top = scored[:max_results]
parts = []
seen_ranges = set()
for _, line_idx in top:
start = max(0, line_idx - context_lines)
end = min(len(content_lines), line_idx + len(old_lines) + context_lines)
key = (start, end)
if key in seen_ranges:
continue
seen_ranges.add(key)
snippet = "\n".join(
f"{start + j + 1:4d}| {content_lines[start + j]}"
for j in range(end - start)
)
parts.append(snippet)
if not parts:
return ""
return "\n---\n".join(parts)
def format_no_match_hint(error: Optional[str], match_count: int,
old_string: str, content: str) -> str:
"""Return a '\\n\\nDid you mean...' snippet for plain no-match errors.
Gated so the hint only fires for actual "old_string not found" failures.
Ambiguous-match ("Found N matches"), escape-drift, and identical-strings
errors all have ``match_count == 0`` but a "did you mean?" snippet would
be misleading — those failed for unrelated reasons.
Returns an empty string when there's nothing useful to append.
"""
if match_count != 0:
return ""
if not error or not error.startswith("Could not find"):
return ""
hint = find_closest_lines(old_string, content)
if not hint:
return ""
return "\n\nDid you mean one of these sections?\n" + hint

View File

@@ -290,10 +290,16 @@ def _validate_operations(
)
if count == 0:
label = f"'{hunk.context_hint}'" if hunk.context_hint else "(no hint)"
errors.append(
msg = (
f"{op.file_path}: hunk {label} not found"
+ (f"{match_error}" if match_error else "")
)
try:
from tools.fuzzy_match import format_no_match_hint
msg += format_no_match_hint(match_error, count, search_pattern, simulated)
except Exception:
pass
errors.append(msg)
else:
# Advance simulation so subsequent hunks validate correctly.
# Reuse the result from the call above — no second fuzzy run.
@@ -537,7 +543,13 @@ def _apply_update(op: PatchOperation, file_ops: Any) -> Tuple[bool, str]:
error = None
if error:
return False, f"Could not apply hunk: {error}"
err_msg = f"Could not apply hunk: {error}"
try:
from tools.fuzzy_match import format_no_match_hint
err_msg += format_no_match_hint(error, 0, search_pattern, new_content)
except Exception:
pass
return False, err_msg
else:
# Addition-only hunk (no context or removed lines).
# Insert at the location indicated by the context hint, or at end of file.

View File

@@ -575,9 +575,15 @@ def _patch_skill(
if match_error:
# Show a short preview of the file so the model can self-correct
preview = content[:500] + ("..." if len(content) > 500 else "")
err_msg = match_error
try:
from tools.fuzzy_match import format_no_match_hint
err_msg += format_no_match_hint(match_error, match_count, old_string, content)
except Exception:
pass
return {
"success": False,
"error": match_error,
"error": err_msg,
"file_preview": preview,
}

View File

@@ -2,14 +2,13 @@
"""
Text-to-Speech Tool Module
Supports seven TTS providers:
Supports six TTS providers:
- Edge TTS (default, free, no API key): Microsoft Edge neural voices
- ElevenLabs (premium): High-quality voices, needs ELEVENLABS_API_KEY
- OpenAI TTS: Good quality, needs OPENAI_API_KEY
- MiniMax TTS: High-quality with voice cloning, needs MINIMAX_API_KEY
- Mistral (Voxtral TTS): Multilingual, native Opus, needs MISTRAL_API_KEY
- NeuTTS (local, free, no API key): On-device TTS via neutts_cli, needs neutts installed
- KittenTTS (local, free, no API key): Lightweight on-device ONNX TTS via kittentts
Output formats:
- Opus (.ogg) for Telegram voice bubbles (requires ffmpeg for Edge TTS)
@@ -78,12 +77,6 @@ def _import_sounddevice():
return sd
def _import_kittentts():
"""Lazy import KittenTTS. Returns the class or raises ImportError."""
from kittentts import KittenTTS
return KittenTTS
# ===========================================================================
# Defaults
# ===========================================================================
@@ -93,8 +86,6 @@ DEFAULT_ELEVENLABS_VOICE_ID = "pNInz6obpgDQGcFmaJgB" # Adam
DEFAULT_ELEVENLABS_MODEL_ID = "eleven_multilingual_v2"
DEFAULT_ELEVENLABS_STREAMING_MODEL_ID = "eleven_flash_v2_5"
DEFAULT_OPENAI_MODEL = "gpt-4o-mini-tts"
DEFAULT_KITTENTTS_MODEL = "KittenML/kitten-tts-nano-0.8-int8" # 25MB
DEFAULT_KITTENTTS_VOICE = "Jasper"
DEFAULT_OPENAI_VOICE = "alloy"
DEFAULT_OPENAI_BASE_URL = "https://api.openai.com/v1"
DEFAULT_MINIMAX_MODEL = "speech-2.8-hd"
@@ -457,15 +448,6 @@ def _check_neutts_available() -> bool:
return False
def _check_kittentts_available() -> bool:
"""Check if the kittentts engine is importable (installed locally)."""
try:
import importlib.util
return importlib.util.find_spec("kittentts") is not None
except Exception:
return False
def _default_neutts_ref_audio() -> str:
"""Return path to the bundled default voice reference audio."""
return str(Path(__file__).parent / "neutts_samples" / "jo.wav")
@@ -529,51 +511,6 @@ def _generate_neutts(text: str, output_path: str, tts_config: Dict[str, Any]) ->
return output_path
# ===========================================================================
# Provider: KittenTTS (local, lightweight)
# ===========================================================================
# Module-level cache for KittenTTS model instances
_kittentts_model_cache: Dict[str, Any] = {}
def _generate_kittentts(text: str, output_path: str, tts_config: Dict[str, Any]) -> str:
"""Generate speech using the local KittenTTS ONNX model."""
KittenTTS = _import_kittentts()
kt_config = tts_config.get("kittentts", {})
model_name = kt_config.get("model", DEFAULT_KITTENTTS_MODEL)
voice = kt_config.get("voice", DEFAULT_KITTENTTS_VOICE)
speed = kt_config.get("speed", 1.0)
clean_text = kt_config.get("clean_text", True)
global _kittentts_model_cache
if model_name not in _kittentts_model_cache:
logger.info("[KittenTTS] Loading model: %s", model_name)
_kittentts_model_cache[model_name] = KittenTTS(model_name)
model = _kittentts_model_cache[model_name]
audio = model.generate(text, voice=voice, speed=speed, clean_text=clean_text)
import soundfile as sf
wav_path = output_path
if not output_path.endswith(".wav"):
wav_path = output_path.rsplit(".", 1)[0] + ".wav"
sf.write(wav_path, audio, 24000)
if wav_path != output_path:
ffmpeg = shutil.which("ffmpeg")
if ffmpeg:
conv_cmd = [ffmpeg, "-i", wav_path, "-y", "-loglevel", "error", output_path]
subprocess.run(conv_cmd, check=True, timeout=30)
os.remove(wav_path)
else:
os.rename(wav_path, output_path)
return output_path
# ===========================================================================
# Main tool function
# ===========================================================================
@@ -685,19 +622,6 @@ def text_to_speech_tool(
logger.info("Generating speech with NeuTTS (local)...")
_generate_neutts(text, file_str, tts_config)
elif provider == "kittentts":
try:
_import_kittentts()
except ImportError:
return json.dumps({
"success": False,
"error": "KittenTTS provider selected but 'kittentts' package not installed. "
"Run 'hermes setup tts' and choose KittenTTS, or install manually: "
"pip install https://github.com/KittenML/KittenTTS/releases/download/0.8.1/kittentts-0.8.1-py3-none-any.whl"
}, ensure_ascii=False)
logger.info("Generating speech with KittenTTS (local, lightweight)...")
_generate_kittentts(text, file_str, tts_config)
else:
# Default: Edge TTS (free), with NeuTTS as local fallback
edge_available = True
@@ -734,10 +658,10 @@ def text_to_speech_tool(
"error": f"TTS generation produced no output (provider: {provider})"
}, ensure_ascii=False)
# Try Opus conversion for Telegram compatibility only.
# Outside Telegram, preserve the caller's explicit output format.
# Try Opus conversion for Telegram compatibility
# Edge TTS outputs MP3, NeuTTS outputs WAV — both need ffmpeg conversion
voice_compatible = False
if want_opus and provider in ("edge", "neutts", "minimax", "kittentts") and not file_str.endswith(".ogg"):
if provider in ("edge", "neutts", "minimax") and not file_str.endswith(".ogg"):
opus_path = _convert_to_opus(file_str)
if opus_path:
file_str = opus_path
@@ -818,8 +742,6 @@ def check_tts_requirements() -> bool:
pass
if _check_neutts_available():
return True
if _check_kittentts_available():
return True
return False

View File

@@ -10,7 +10,7 @@ Hermes Agent supports both text-to-speech output and voice message transcription
## Text-to-Speech
Convert text to speech with seven providers:
Convert text to speech with six providers:
| Provider | Quality | Cost | API Key |
|----------|---------|------|---------|
@@ -20,7 +20,6 @@ Convert text to speech with seven providers:
| **MiniMax TTS** | Excellent | Paid | `MINIMAX_API_KEY` |
| **Mistral (Voxtral TTS)** | Excellent | Paid | `MISTRAL_API_KEY` |
| **NeuTTS** | Good | Free | None needed |
| **KittenTTS** | Good | Free (local) | None needed |
### Platform Delivery
@@ -36,7 +35,7 @@ Convert text to speech with seven providers:
```yaml
# In ~/.hermes/config.yaml
tts:
provider: "edge" # "edge" | "elevenlabs" | "openai" | "minimax" | "mistral" | "neutts" | "kittentts"
provider: "edge" # "edge" | "elevenlabs" | "openai" | "minimax" | "mistral" | "neutts"
speed: 1.0 # Global speed multiplier (provider-specific settings override this)
edge:
voice: "en-US-AriaNeural" # 322 voices, 74 languages
@@ -63,11 +62,6 @@ tts:
ref_text: ''
model: neuphonic/neutts-air-q4-gguf
device: cpu
kittentts:
model: KittenML/kitten-tts-nano-0.8-int8 # 25MB int8 default; also micro and mini variants
voice: Jasper # Jasper, Bella, Luna, Bruno, Rosie, Hugo, Kiki, Leo
speed: 1.0
clean_text: true
```
**Speed control**: The global `tts.speed` value applies to all providers by default. Each provider can override it with its own `speed` setting (e.g., `tts.openai.speed: 1.5`). Provider-specific speed takes precedence over the global value. Default is `1.0` (normal speed).
@@ -80,7 +74,6 @@ Telegram voice bubbles require Opus/OGG audio format:
- **Edge TTS** (default) outputs MP3 and needs **ffmpeg** to convert:
- **MiniMax TTS** outputs MP3 and needs **ffmpeg** to convert for Telegram voice bubbles
- **NeuTTS** outputs WAV and also needs **ffmpeg** to convert for Telegram voice bubbles
- **KittenTTS** outputs WAV and also needs **ffmpeg** to convert for Telegram voice bubbles
```bash
# Ubuntu/Debian
@@ -93,7 +86,7 @@ brew install ffmpeg
sudo dnf install ffmpeg
```
Without ffmpeg, Edge TTS, MiniMax TTS, NeuTTS, and KittenTTS audio are sent as regular audio files (playable, but shown as a rectangular player instead of a voice bubble).
Without ffmpeg, Edge TTS, MiniMax TTS, and NeuTTS audio are sent as regular audio files (playable, but shown as a rectangular player instead of a voice bubble).
:::tip
If you want voice bubbles without installing ffmpeg, switch to the OpenAI, ElevenLabs, or Mistral provider.