Add the code
Browse files- scope_router.py +277 -0
scope_router.py
ADDED
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| 1 |
+
import re
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| 2 |
+
from enum import Enum
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| 3 |
+
from typing import Optional
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| 4 |
+
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| 5 |
+
from schemas import CodeXRequest
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| 6 |
+
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| 7 |
+
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| 8 |
+
class ScopeRoute(str, Enum):
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| 9 |
+
CODE = "code"
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| 10 |
+
GREETING = "greeting"
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| 11 |
+
NON_CODE = "non_code"
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| 12 |
+
IMAGE = "image"
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| 13 |
+
RESTRICTED = "restricted"
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| 14 |
+
UNKNOWN = "unknown"
|
| 15 |
+
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| 16 |
+
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| 17 |
+
class ScopeDecision:
|
| 18 |
+
def __init__(
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| 19 |
+
self,
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| 20 |
+
route: ScopeRoute,
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| 21 |
+
message: str,
|
| 22 |
+
should_continue_to_codex: bool,
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| 23 |
+
):
|
| 24 |
+
self.route = route
|
| 25 |
+
self.message = message
|
| 26 |
+
self.should_continue_to_codex = should_continue_to_codex
|
| 27 |
+
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| 28 |
+
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| 29 |
+
GREETING_PATTERNS = [
|
| 30 |
+
r"\bhi\b",
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| 31 |
+
r"\bhello\b",
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| 32 |
+
r"\bhey\b",
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| 33 |
+
r"\bgood morning\b",
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| 34 |
+
r"\bgood afternoon\b",
|
| 35 |
+
r"\bgood evening\b",
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| 36 |
+
r"\bhow are you\b",
|
| 37 |
+
r"\bwho are you\b",
|
| 38 |
+
r"\bwhat can you do\b",
|
| 39 |
+
]
|
| 40 |
+
|
| 41 |
+
CODE_PATTERNS = [
|
| 42 |
+
r"\bcode\b",
|
| 43 |
+
r"\bfunction\b",
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| 44 |
+
r"\bclass\b",
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| 45 |
+
r"\bmethod\b",
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| 46 |
+
r"\bvariable\b",
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| 47 |
+
r"\bbug\b",
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| 48 |
+
r"\berror\b",
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| 49 |
+
r"\bexception\b",
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| 50 |
+
r"\bfix\b",
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| 51 |
+
r"\brefactor\b",
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| 52 |
+
r"\breview\b",
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| 53 |
+
r"\boptimize\b",
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| 54 |
+
r"\bdebug\b",
|
| 55 |
+
r"\bpython\b",
|
| 56 |
+
r"\bjava\b",
|
| 57 |
+
r"\bjavascript\b",
|
| 58 |
+
r"\btypescript\b",
|
| 59 |
+
r"\bflutter\b",
|
| 60 |
+
r"\bdart\b",
|
| 61 |
+
r"\breact\b",
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| 62 |
+
r"\bnode\b",
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| 63 |
+
r"\bapi\b",
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| 64 |
+
r"\bsql\b",
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| 65 |
+
r"\bhtml\b",
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| 66 |
+
r"\bcss\b",
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| 67 |
+
r"\bjson\b",
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| 68 |
+
r"\bregex\b",
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| 69 |
+
r"\balgorithm\b",
|
| 70 |
+
r"\bcompile\b",
|
| 71 |
+
r"\bruntime\b",
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| 72 |
+
r"\bsyntax\b",
|
| 73 |
+
r"\bprogram\b",
|
| 74 |
+
r"\bscript\b",
|
| 75 |
+
]
|
| 76 |
+
|
| 77 |
+
IMAGE_PATTERNS = [
|
| 78 |
+
r"\bgenerate an image\b",
|
| 79 |
+
r"\bcreate an image\b",
|
| 80 |
+
r"\bdraw\b",
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| 81 |
+
r"\bposter\b",
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| 82 |
+
r"\blogo\b",
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| 83 |
+
r"\bbanner\b",
|
| 84 |
+
r"\bphoto\b",
|
| 85 |
+
r"\bpicture\b",
|
| 86 |
+
r"\bimage\b",
|
| 87 |
+
r"\bdescribe this image\b",
|
| 88 |
+
r"\bwhat is in this image\b",
|
| 89 |
+
r"\bedit this image\b",
|
| 90 |
+
]
|
| 91 |
+
|
| 92 |
+
NON_CODE_PATTERNS = [
|
| 93 |
+
r"\bweather\b",
|
| 94 |
+
r"\bpresident\b",
|
| 95 |
+
r"\bprime minister\b",
|
| 96 |
+
r"\bnews\b",
|
| 97 |
+
r"\bgold price\b",
|
| 98 |
+
r"\bstock\b",
|
| 99 |
+
r"\brecipe\b",
|
| 100 |
+
r"\btravel\b",
|
| 101 |
+
r"\bhotel\b",
|
| 102 |
+
r"\brestaurant\b",
|
| 103 |
+
r"\bmedical\b",
|
| 104 |
+
r"\blegal\b",
|
| 105 |
+
r"\bmovie\b",
|
| 106 |
+
r"\bsong\b",
|
| 107 |
+
r"\btranslate\b",
|
| 108 |
+
r"\bessay\b",
|
| 109 |
+
r"\bpoem\b",
|
| 110 |
+
]
|
| 111 |
+
|
| 112 |
+
RESTRICTED_PATTERNS = [
|
| 113 |
+
r"\bmalware\b",
|
| 114 |
+
r"\bransomware\b",
|
| 115 |
+
r"\bkeylogger\b",
|
| 116 |
+
r"\bsteal passwords\b",
|
| 117 |
+
r"\bphishing\b",
|
| 118 |
+
r"\btoken grabber\b",
|
| 119 |
+
r"\bremote access trojan\b",
|
| 120 |
+
r"\brat\b",
|
| 121 |
+
r"\bcredential stuffing\b",
|
| 122 |
+
r"\bexploit\b",
|
| 123 |
+
r"\bbypass authentication\b",
|
| 124 |
+
r"\bddos\b",
|
| 125 |
+
r"\bbruteforce\b",
|
| 126 |
+
r"\bsql injection\b",
|
| 127 |
+
r"\bxss exploit\b",
|
| 128 |
+
r"\bvirus\b",
|
| 129 |
+
r"\bspyware\b",
|
| 130 |
+
]
|
| 131 |
+
|
| 132 |
+
|
| 133 |
+
def normalize_text(text: Optional[str]) -> str:
|
| 134 |
+
if not text:
|
| 135 |
+
return ""
|
| 136 |
+
text = str(text).strip().lower()
|
| 137 |
+
text = re.sub(r"\s+", " ", text)
|
| 138 |
+
return text
|
| 139 |
+
|
| 140 |
+
|
| 141 |
+
def contains_pattern(text: str, patterns: list[str]) -> bool:
|
| 142 |
+
return any(re.search(pattern, text) for pattern in patterns)
|
| 143 |
+
|
| 144 |
+
|
| 145 |
+
def looks_like_code_block(text: str) -> bool:
|
| 146 |
+
if not text:
|
| 147 |
+
return False
|
| 148 |
+
|
| 149 |
+
code_signals = [
|
| 150 |
+
"def ",
|
| 151 |
+
"class ",
|
| 152 |
+
"return ",
|
| 153 |
+
"import ",
|
| 154 |
+
"from ",
|
| 155 |
+
"{",
|
| 156 |
+
"}",
|
| 157 |
+
";",
|
| 158 |
+
"=>",
|
| 159 |
+
"public ",
|
| 160 |
+
"private ",
|
| 161 |
+
"const ",
|
| 162 |
+
"let ",
|
| 163 |
+
"var ",
|
| 164 |
+
"function ",
|
| 165 |
+
"if (",
|
| 166 |
+
"for (",
|
| 167 |
+
"while (",
|
| 168 |
+
"</",
|
| 169 |
+
]
|
| 170 |
+
|
| 171 |
+
lowered = text.lower()
|
| 172 |
+
return any(signal.lower() in lowered for signal in code_signals)
|
| 173 |
+
|
| 174 |
+
|
| 175 |
+
def is_code_related_request(request: CodeXRequest) -> bool:
|
| 176 |
+
message = normalize_text(request.message)
|
| 177 |
+
code = request.code or ""
|
| 178 |
+
error_message = normalize_text(request.error_message)
|
| 179 |
+
|
| 180 |
+
if request.code and request.code.strip():
|
| 181 |
+
return True
|
| 182 |
+
|
| 183 |
+
if error_message:
|
| 184 |
+
return True
|
| 185 |
+
|
| 186 |
+
if looks_like_code_block(request.message):
|
| 187 |
+
return True
|
| 188 |
+
|
| 189 |
+
if looks_like_code_block(code):
|
| 190 |
+
return True
|
| 191 |
+
|
| 192 |
+
if contains_pattern(message, CODE_PATTERNS):
|
| 193 |
+
return True
|
| 194 |
+
|
| 195 |
+
return False
|
| 196 |
+
|
| 197 |
+
|
| 198 |
+
def is_greeting_request(request: CodeXRequest) -> bool:
|
| 199 |
+
message = normalize_text(request.message)
|
| 200 |
+
|
| 201 |
+
if not message:
|
| 202 |
+
return False
|
| 203 |
+
|
| 204 |
+
if contains_pattern(message, GREETING_PATTERNS):
|
| 205 |
+
if not is_code_related_request(request):
|
| 206 |
+
return True
|
| 207 |
+
|
| 208 |
+
return False
|
| 209 |
+
|
| 210 |
+
|
| 211 |
+
def is_image_request(request: CodeXRequest) -> bool:
|
| 212 |
+
message = normalize_text(request.message)
|
| 213 |
+
return contains_pattern(message, IMAGE_PATTERNS)
|
| 214 |
+
|
| 215 |
+
|
| 216 |
+
def is_non_code_request(request: CodeXRequest) -> bool:
|
| 217 |
+
message = normalize_text(request.message)
|
| 218 |
+
|
| 219 |
+
if is_code_related_request(request):
|
| 220 |
+
return False
|
| 221 |
+
|
| 222 |
+
if contains_pattern(message, NON_CODE_PATTERNS):
|
| 223 |
+
return True
|
| 224 |
+
|
| 225 |
+
return False
|
| 226 |
+
|
| 227 |
+
|
| 228 |
+
def is_restricted_request(request: CodeXRequest) -> bool:
|
| 229 |
+
message = normalize_text(request.message)
|
| 230 |
+
code = normalize_text(request.code)
|
| 231 |
+
error_message = normalize_text(request.error_message)
|
| 232 |
+
|
| 233 |
+
combined = " ".join(part for part in [message, code, error_message] if part)
|
| 234 |
+
return contains_pattern(combined, RESTRICTED_PATTERNS)
|
| 235 |
+
|
| 236 |
+
|
| 237 |
+
def decide_scope(request: CodeXRequest) -> ScopeDecision:
|
| 238 |
+
if is_restricted_request(request):
|
| 239 |
+
return ScopeDecision(
|
| 240 |
+
route=ScopeRoute.RESTRICTED,
|
| 241 |
+
message="Code X cannot help with harmful, abusive, or clearly unsafe coding requests.",
|
| 242 |
+
should_continue_to_codex=False,
|
| 243 |
+
)
|
| 244 |
+
|
| 245 |
+
if is_image_request(request):
|
| 246 |
+
return ScopeDecision(
|
| 247 |
+
route=ScopeRoute.IMAGE,
|
| 248 |
+
message="Code X is focused on coding tasks. Image generation, image editing, and picture analysis should be handled by the image workflow instead.",
|
| 249 |
+
should_continue_to_codex=False,
|
| 250 |
+
)
|
| 251 |
+
|
| 252 |
+
if is_greeting_request(request):
|
| 253 |
+
return ScopeDecision(
|
| 254 |
+
route=ScopeRoute.GREETING,
|
| 255 |
+
message="Hello. Code X is ready for coding tasks. Send code, an error, or a software request and I will help.",
|
| 256 |
+
should_continue_to_codex=False,
|
| 257 |
+
)
|
| 258 |
+
|
| 259 |
+
if is_non_code_request(request):
|
| 260 |
+
return ScopeDecision(
|
| 261 |
+
route=ScopeRoute.NON_CODE,
|
| 262 |
+
message="Code X is focused on software and coding tasks. This request looks outside Code X scope, so it should go to the normal chat assistant.",
|
| 263 |
+
should_continue_to_codex=False,
|
| 264 |
+
)
|
| 265 |
+
|
| 266 |
+
if is_code_related_request(request):
|
| 267 |
+
return ScopeDecision(
|
| 268 |
+
route=ScopeRoute.CODE,
|
| 269 |
+
message="Code-related request detected.",
|
| 270 |
+
should_continue_to_codex=True,
|
| 271 |
+
)
|
| 272 |
+
|
| 273 |
+
return ScopeDecision(
|
| 274 |
+
route=ScopeRoute.UNKNOWN,
|
| 275 |
+
message="This request is not clearly a coding task. Send code, an error, or a software development request for Code X.",
|
| 276 |
+
should_continue_to_codex=False,
|
| 277 |
+
)
|