File size: 2,921 Bytes
63bcd5a 4552666 63bcd5a 4552666 63bcd5a 4552666 63bcd5a 4552666 63bcd5a 4552666 63bcd5a 4552666 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 | from typing import Dict, Any, List
def normalize(text: str) -> str:
return str(text).strip().lower()
def merge_lists(old: List[str], new: List[str]) -> List[str]:
seen = set()
result = []
for item in (old or []) + (new or []):
if not item:
continue
key = normalize(item)
if key not in seen:
seen.add(key)
result.append(str(item).strip())
return result
def update_state(
state: Dict[str, Any],
new_data: Dict[str, Any],
mode: str = "merge"
) -> Dict[str, Any]:
for key, value in new_data.items():
if key in ["user_input", "intent"]:
continue
if value is None or value == "":
continue
if key in [
"ideas",
"project_title",
"description",
"abstract",
"category",
"problem_statement",
"proposed_solution",
"methodology",
"ai_summary"
]:
state[key] = value
continue
if key == "features":
if mode == "replace":
state[key] = value
else:
state[key] = merge_lists(
state.get(key, []),
value
)
continue
if isinstance(value, list):
if mode == "replace":
state[key] = value
else:
state[key] = merge_lists(
state.get(key, []),
value
)
continue
if isinstance(value, str):
clean_val = value.strip()
old_val = str(
state.get(key, "")
).strip()
if (
mode == "replace"
or clean_val not in old_val
):
state[key] = (
f"{old_val}\n{clean_val}"
).strip()
continue
state[key] = value
return state
def reset_for_new_idea(
state: Dict[str, Any]
) -> Dict[str, Any]:
return {
"domain": state.get("domain"),
"ideas": [],
"project_title": "",
"features": [],
"description": "",
"abstract": "",
"technologies": [],
"keywords": [],
"category": "",
"problem_statement": "",
"proposed_solution": "",
"objectives": [],
"future_work": [],
"methodology": "",
"ai_summary": "",
"originality_score": None,
"context_strength": None
}
def reset_features_only(
state: Dict[str, Any]
) -> Dict[str, Any]:
state["features"] = []
state["description"] = ""
return state
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