Spaces:
Running
Running
File size: 12,544 Bytes
c1c7334 e382003 e38718a e382003 c1c7334 e382003 c1c7334 e38718a c1c7334 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 |
import re
import streamlit as st
from streamlit import session_state as ss
from streamlit.runtime.scriptrunner_utils.exceptions import StopException
from email_manager.email_manager import EmailManager
from enums.enums import Steps, DetailsType, Questions as Q
from form.form import work_categories, build_form_data_from_answers, write_pdf_form
from llm_manager.llm_parser import LlmParser
from local_storage.entities import PersonalDetails, LocationDetails, ContractorDetails, SavedDetails, \
detail_classes
from local_storage.ls_manager import LocalStorageManager
from prompts.prompts_manager import PromptsManager
from repository import Model, ModelRoles
from repository.repository import build_repo_from_environment, get_repository
from utils.parsing_utils import check_for_missing_answers
class UIManager:
def __init__(self):
self.find_tags_regex = re.compile(r"@(\S*)")
self.pm: PromptsManager = PromptsManager(work_categories=work_categories)
self.repository = (build_repo_from_environment(self.pm.system_prompt) or
get_repository("testing",
Model("fakeModel",
ModelRoles("a", "b", "c"))))
self.update_in_progress = False
self.lsm = None
self.em = EmailManager(self.pm, self.repository)
@staticmethod
def get_current_step() -> int:
try:
return ss.get("step") or Steps.INITIAL_STATE.value
except StopException:
return Steps.INITIAL_STATE.value
@staticmethod
def set_current_step(step: Steps):
ss["step"] = step.value
def _build_base_ui(self):
st.markdown("## Dubai Asset Management red tape cutter")
self.lsm = LocalStorageManager() if not self.lsm else self.lsm
with st.sidebar:
st.markdown("### Personal details")
self.build_details_checkboxes(DetailsType.PERSONAL_DETAILS)
st.markdown("### Locations details")
self.build_details_checkboxes(DetailsType.LOCATION_DETAILS)
st.markdown("### Contractors details")
self.build_details_checkboxes(DetailsType.CONTRACTOR_DETAILS)
def build_ui_for_initial_state(self, user_message):
help_ = user_message + "\n".join(self.pm.questions)
self._build_base_ui()
with st.form("Please describe your request"):
st.text_area("Your input", height=700, label_visibility="hidden", placeholder=help_,
help=help_, key="user_input")
signature = st.file_uploader("Your signature", key="file_upload")
ss["signature"] = signature
submit_button = st.form_submit_button()
if submit_button:
self.set_current_step(Steps.PARSING_ANSWERS)
st.rerun()
def build_ui_for_parsing_answers(self):
self._build_base_ui()
with st.status("parsing user input for tags"):
tags = self.find_tags_regex.findall(ss["user_input"])
ss["user_input"] = self.find_tags_regex.sub("",ss["user_input"])
details = [self.lsm.get_detail(t) for t in tags]
with st.status("initialising LLM"):
self.repository.init()
with st.status("waiting for LLM"):
answer = self.repository.send_prompt(self.pm.verify_user_input_prompt(ss["user_input"], details))
st.write(f"answers from LLM: {answer['content']}")
with st.status("Checking for missing answers"):
answers = LlmParser.parse_verification_prompt_answers(answer['content'], details)
ss["answers"] = answers
if len(answers) != len(Q):
self.set_current_step(Steps.PARSING_ERROR)
st.rerun()
ss["missing_answers"] = check_for_missing_answers(ss["answers"])
if not ss.get("missing_answers"):
self.set_current_step(Steps.FIND_CATEGORIES)
else:
self.set_current_step(Steps.ASK_AGAIN)
st.rerun()
def build_ui_for_ask_again(self):
self._build_base_ui()
with st.form("form1"):
for ma in ss["missing_answers"]:
st.text_input(self.pm.questions[ma.value].lower(), key=ma)
submitted = st.form_submit_button("Submit answers")
if submitted:
for ma in ss["missing_answers"]:
ss["answers"][ma] = ss[ma]
self.set_current_step(Steps.FIND_CATEGORIES)
st.rerun()
def build_ui_for_check_category(self):
self._build_base_ui()
with st.status("finding the work categories applicable to your work"):
answer = self.repository.send_prompt(self.pm.get_work_category(ss["answers"][Q.WORK_TO_DO]))
categories = LlmParser.parse_get_categories_answer(answer['content'])
ss["categories"] = categories
self.set_current_step(Steps.VALIDATE_DATA)
st.rerun()
def build_ui_for_form_created(self):
self._build_base_ui()
st.download_button("download form", ss["pdf_form"],
file_name=ss["pdf_form_filename"], mime="application/pdf")
em = self.em.create_email(ss["answers"], ss["pdf_form"], ss["pdf_form_filename"])
st.download_button("download email with attached form", em.as_bytes(), file_name="work_permit_email.eml")
start_over_button = st.button("Start over")
if start_over_button:
del ss["step"]
del ss["pdf_form"]
del ss["pdf_form_filename"]
if "signature" in ss:
del ss["signature"]
st.rerun()
def _integrate_llm_answers_with_user_corrections(self):
for i in range(len(Q)):
ss["answers"][Q(i)] = ss[f"fq_{Q(i).name}"]
for details_key, func in [("your_details", self._get_personal_details),
("location_details", self._get_location_details),
("contractor_details", self._get_contractor_details)]:
details = func(details_key)
if details:
key = ss[details_key] # get the name under which this data should be saved
self.lsm.save_details(details, key)
self.set_current_step(Steps.FIND_CATEGORIES)
st.rerun()
def _create_pdf_form(self):
with st.status("categories found, creating PDF form"):
form_data, filename = build_form_data_from_answers(ss["answers"], ss["categories"],
ss.get("signature"))
pdf_form = write_pdf_form(form_data)
pdf_form_filename = filename
ss["pdf_form"] = pdf_form
ss["pdf_form_filename"] = pdf_form_filename
self.set_current_step(Steps.FORM_CREATED)
st.rerun()
def build_ui_for_validate_data_after_correction(self):
self._build_validation_form(False, self._integrate_llm_answers_with_user_corrections,
"Find work categories")
def build_ui_to_confirm_form_data(self):
self._build_validation_form(True, self._create_pdf_form,
"Create work permit request")
@staticmethod
def _get_personal_details(personal_details_key) -> PersonalDetails | None:
key_ = ss.get(personal_details_key)
if key_:
details = PersonalDetails(ss[f"fq_{Q.FULL_NAME.name}"], ss[f"fq_{Q.YOUR_EMAIL.name}"],
ss[f"fq_{Q.CONTACT_NUMBER.name}"])
return details
return None
@staticmethod
def _get_location_details(location_details_key) -> LocationDetails | None:
if ss.get(location_details_key):
return LocationDetails(ss[f"fq_{Q.OWNER_OR_TENANT.name}"], ss[f"fq_{Q.COMMUNITY.name}"],
ss[f"fq_{Q.BUILDING.name}"], ss[f"fq_{Q.UNIT_APT_NUMBER.name}"])
return None
@staticmethod
def _get_contractor_details(contractor_details_key) -> ContractorDetails | None:
if ss.get(contractor_details_key):
return ContractorDetails(ss[f"fq_{Q.COMPANY_NAME.name}"], ss[f"fq_{Q.COMPANY_NUMBER.name}"],
ss[f"fq_{Q.COMPANY_EMAIL.name}"])
return None
def _build_validation_form(self, show_categories: bool, on_submit, submit_button_label):
def build_form_fragment(form_, col, title, add_save, *questions):
form_.text(title)
for user_data in questions:
with col:
form_.text_input(self.pm.questions_to_field_labels()[user_data], value=ss.get("answers", {})
.get(user_data), key=f"fq_{user_data.name}")
if add_save:
with col:
form_.text_input("Save as", key=title.replace(" ", "_"))
self._build_base_ui()
f = st.form("Please check the following information and correct fix any inaccuracies")
col1, col2 = f.columns(2)
build_form_fragment(f, col1, "your details", True, Q.FULL_NAME, Q.CONTACT_NUMBER, Q.YOUR_EMAIL)
build_form_fragment(f, col2, "work details", False, Q.WORK_TO_DO, Q.START_DATE, Q.END_DATE)
build_form_fragment(f, col1, "location details", True, Q.COMMUNITY, Q.BUILDING, Q.UNIT_APT_NUMBER,
Q.OWNER_OR_TENANT)
build_form_fragment(f, col2, "contractor details", True, Q.COMPANY_NAME, Q.COMPANY_NUMBER, Q.COMPANY_EMAIL)
if show_categories:
for k, wc in work_categories.items():
f.checkbox(label=wc, key=k, value=k in ss["categories"])
submit_data = f.form_submit_button(label=submit_button_label)
if submit_data:
on_submit()
def build_details_checkboxes(self, dt: DetailsType):
details = self.lsm.get_details(dt)
with st.container(border=True):
col1, col2 = st.columns(2)
with col1:
st.markdown(f"#### {dt.title()}")
with col2:
st.markdown("#### Default")
for d in details:
with col1:
st.checkbox(label=d.short_description(), key=f"{dt.name}_{d.key}",
on_change=self._update_user_prompt, args=[dt, d.key])
with col2:
st.toggle(f"favourite_{d.key}", label_visibility="hidden", value=ss.get(f"DEFAULT_{dt.name}"))
add_new = st.button(f"Add {dt.title()}")
if add_new:
self.add_new_detail_dialog(dt)
@st.dialog("Add new")
def add_new_detail_dialog(self, type_: DetailsType):
new_item = detail_classes[type_]()
with st.form("new item", border=False):
fields_labels = new_item.widget_labels()
for k, v in fields_labels.items():
st.text_input(label=v, key=k)
btn_save = st.form_submit_button("Save")
if btn_save:
for k in fields_labels:
setattr(new_item, k, ss[k])
self.lsm.save_details(new_item)
st.rerun()
def _update_user_prompt(self, type_: DetailsType, key: str):
if not self.update_in_progress:
self.update_in_progress = True
checkbox_key = f"{type_.name}_{key}"
if ss.get(checkbox_key) is True:
# if the checkbox is _selected_
to_deselect = [d for d in self.lsm.get_details(type_) if d.key != key]
for td in to_deselect:
# deselect other checkbox in the same type
ss[f"{type_.name}_{td}"] = False
if f"@{td}" in ss.get("user_input"):
# remove the key associated with this checkbox from the user input textarea
ss["user_input"] = ss.get["user_input"].replace(f"@{td}", "")
# add the key associated to the newly selected checkbox in the user input textarea
ss["user_input"] = f"{ss.get('user_input', '')} @{key}".strip()
else:
# remove the key associated to the newly deselected checkbox in the user input textarea
if f"@{key}" in ss.get("user_input"):
ss["user_input"] = ss.get("user_input", "").replace(f"@{key}", "").strip()
self.update_in_progress = False
|