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Create backup12.app.py
Browse files- backup12.app.py +1166 -0
backup12.app.py
ADDED
@@ -0,0 +1,1166 @@
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1 |
+
# Import libraries and references:
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2 |
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import anthropic
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3 |
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import base64
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4 |
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import glob
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5 |
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import hashlib
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6 |
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import json
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7 |
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import os
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8 |
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import pandas as pd
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9 |
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import pytz
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10 |
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import random
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11 |
+
import re
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12 |
+
import shutil
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13 |
+
import streamlit as st
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14 |
+
import time
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15 |
+
import traceback
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16 |
+
import uuid
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17 |
+
import zipfile
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18 |
+
from PIL import Image
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19 |
+
from azure.cosmos import CosmosClient, exceptions
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20 |
+
from datetime import datetime
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21 |
+
from git import Repo
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22 |
+
from github import Github
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23 |
+
from gradio_client import Client
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24 |
+
from urllib.parse import quote
|
25 |
+
|
26 |
+
|
27 |
+
# π App Configuration - Because every app needs a good costume!
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28 |
+
Site_Name = 'πGitCosmosπ - AI Azure Cosmos DB and Github Agent'
|
29 |
+
title = "πGitCosmosπ - AI Azure Cosmos DB and Github Agent"
|
30 |
+
helpURL = 'https://huggingface.co/awacke1'
|
31 |
+
bugURL = 'https://huggingface.co/spaces/awacke1/AzureCosmosDBUI/'
|
32 |
+
icons = 'πππ«'
|
33 |
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st.set_page_config(
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34 |
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page_title=title,
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35 |
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page_icon=icons,
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36 |
+
layout="wide",
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37 |
+
initial_sidebar_state="auto",
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38 |
+
menu_items={
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39 |
+
'Get Help': helpURL,
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40 |
+
'Report a bug': bugURL,
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41 |
+
'About': title
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42 |
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}
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43 |
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)
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44 |
+
|
45 |
+
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46 |
+
# π Cosmos DB configuration - Where data goes to party!
|
47 |
+
ENDPOINT = "https://acae-afd.documents.azure.com:443/"
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48 |
+
DATABASE_NAME = os.environ.get("COSMOS_DATABASE_NAME")
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49 |
+
CONTAINER_NAME = os.environ.get("COSMOS_CONTAINER_NAME")
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50 |
+
Key = os.environ.get("Key")
|
51 |
+
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52 |
+
# π Your local app URL - Home sweet home
|
53 |
+
LOCAL_APP_URL = "https://huggingface.co/spaces/awacke1/AzureCosmosDBUI"
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54 |
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CosmosDBUrl = 'https://portal.azure.com/#@AaronCWackergmail.onmicrosoft.com/resource/subscriptions/003fba60-5b3f-48f4-ab36-3ed11bc40816/resourceGroups/datasets/providers/Microsoft.DocumentDB/databaseAccounts/acae-afd/dataExplorer'
|
55 |
+
|
56 |
+
# π€ Anthropic configuration - Teaching machines to be more human (and funnier)
|
57 |
+
anthropicclient = anthropic.Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))
|
58 |
+
|
59 |
+
# π§ Initialize session state - Because even apps need a good memory
|
60 |
+
if "chat_history" not in st.session_state:
|
61 |
+
st.session_state.chat_history = []
|
62 |
+
|
63 |
+
|
64 |
+
|
65 |
+
# π οΈ Helper Functions - The unsung heroes of our code
|
66 |
+
|
67 |
+
# π Get a file download link - Making file sharing as easy as stealing candy from a baby
|
68 |
+
def get_download_link(file_path):
|
69 |
+
with open(file_path, "rb") as file:
|
70 |
+
contents = file.read()
|
71 |
+
b64 = base64.b64encode(contents).decode()
|
72 |
+
file_name = os.path.basename(file_path)
|
73 |
+
return f'<a href="data:file/txt;base64,{b64}" download="{file_name}">Download {file_name}π</a>'
|
74 |
+
|
75 |
+
# π² Generate a unique ID - Because being unique is important (just ask your mother)
|
76 |
+
def generate_unique_id():
|
77 |
+
timestamp = datetime.utcnow().strftime('%Y%m%d%H%M%S%f')
|
78 |
+
unique_uuid = str(uuid.uuid4())
|
79 |
+
returnValue = f"{timestamp}-{unique_uuid}"
|
80 |
+
st.write('New Unique ID:' + returnValue)
|
81 |
+
return
|
82 |
+
|
83 |
+
# π Generate a filename - Naming files like a pro (or a very confused librarian)
|
84 |
+
def generate_filename(prompt, file_type):
|
85 |
+
central = pytz.timezone('US/Central')
|
86 |
+
safe_date_time = datetime.now(central).strftime("%m%d_%H%M")
|
87 |
+
safe_prompt = re.sub(r'\W+', '', prompt)[:90]
|
88 |
+
return f"{safe_date_time}{safe_prompt}.{file_type}"
|
89 |
+
|
90 |
+
# πΎ Create and save a file - Because data hoarding is a legitimate hobby
|
91 |
+
def create_file(filename, prompt, response, should_save=True):
|
92 |
+
if not should_save:
|
93 |
+
return
|
94 |
+
with open(filename, 'w', encoding='utf-8') as file:
|
95 |
+
file.write(prompt + "\n\n" + response)
|
96 |
+
|
97 |
+
# π Load file content - Bringing words back from the digital grave
|
98 |
+
def load_file(file_name):
|
99 |
+
with open(file_name, "r", encoding='utf-8') as file:
|
100 |
+
content = file.read()
|
101 |
+
return content
|
102 |
+
|
103 |
+
# π Display glossary entity - Making search fun again (as if it ever was)
|
104 |
+
def display_glossary_entity(k):
|
105 |
+
search_urls = {
|
106 |
+
"ππArXiv": lambda k: f"/?q={quote(k)}",
|
107 |
+
"π": lambda k: f"https://en.wikipedia.org/wiki/{quote(k)}",
|
108 |
+
"π": lambda k: f"https://www.google.com/search?q={quote(k)}",
|
109 |
+
"π₯": lambda k: f"https://www.youtube.com/results?search_query={quote(k)}",
|
110 |
+
}
|
111 |
+
links_md = ' '.join([f"<a href='{url(k)}' target='_blank'>{emoji}</a>" for emoji, url in search_urls.items()])
|
112 |
+
st.markdown(f"{k} {links_md}", unsafe_allow_html=True)
|
113 |
+
|
114 |
+
# ποΈ Create zip of files - Squeezing files together like sardines in a can
|
115 |
+
def create_zip_of_files(files):
|
116 |
+
zip_name = "all_files.zip"
|
117 |
+
with zipfile.ZipFile(zip_name, 'w') as zipf:
|
118 |
+
for file in files:
|
119 |
+
zipf.write(file)
|
120 |
+
return zip_name
|
121 |
+
|
122 |
+
# π¬ Get video HTML - Making videos play nice (or at least trying to)
|
123 |
+
def get_video_html(video_path, width="100%"):
|
124 |
+
video_url = f"data:video/mp4;base64,{base64.b64encode(open(video_path, 'rb').read()).decode()}"
|
125 |
+
return f'''
|
126 |
+
<video width="{width}" controls autoplay loop>
|
127 |
+
<source src="{video_url}" type="video/mp4">
|
128 |
+
Your browser does not support the video tag.
|
129 |
+
</video>
|
130 |
+
'''
|
131 |
+
|
132 |
+
# π΅ Get audio HTML - Let the music play (and hope it's not Baby Shark)
|
133 |
+
def get_audio_html(audio_path, width="100%"):
|
134 |
+
audio_url = f"data:audio/mpeg;base64,{base64.b64encode(open(audio_path, 'rb').read()).decode()}"
|
135 |
+
return f'''
|
136 |
+
<audio controls style="width:{width}">
|
137 |
+
<source src="{audio_url}" type="audio/mpeg">
|
138 |
+
Your browser does not support the audio element.
|
139 |
+
</audio>
|
140 |
+
'''
|
141 |
+
|
142 |
+
# π Cosmos DB functions - Where data goes to live its best life
|
143 |
+
|
144 |
+
# π Get databases - Collecting databases like Pokemon cards
|
145 |
+
def get_databases(client):
|
146 |
+
return [db['id'] for db in client.list_databases()]
|
147 |
+
|
148 |
+
# π¦ Get containers - Finding where all the good stuff is hidden
|
149 |
+
def get_containers(database):
|
150 |
+
return [container['id'] for container in database.list_containers()]
|
151 |
+
|
152 |
+
# π Get documents - Retrieving the sacred texts (or just some JSON)
|
153 |
+
def get_documents(container, limit=None):
|
154 |
+
query = "SELECT * FROM c ORDER BY c._ts DESC"
|
155 |
+
items = list(container.query_items(query=query, enable_cross_partition_query=True, max_item_count=limit))
|
156 |
+
return items
|
157 |
+
|
158 |
+
# π₯ Insert record - Adding new data (and crossing fingers it doesn't break anything)
|
159 |
+
def insert_record(container, record):
|
160 |
+
try:
|
161 |
+
container.create_item(body=record)
|
162 |
+
return True, "Record inserted successfully! π"
|
163 |
+
except exceptions.CosmosHttpResponseError as e:
|
164 |
+
return False, f"HTTP error occurred: {str(e)} π¨"
|
165 |
+
except Exception as e:
|
166 |
+
return False, f"An unexpected error occurred: {str(e)} π±"
|
167 |
+
|
168 |
+
# π Update record - Giving data a makeover
|
169 |
+
def update_record(container, updated_record):
|
170 |
+
try:
|
171 |
+
container.upsert_item(body=updated_record)
|
172 |
+
return True, f"Record with id {updated_record['id']} successfully updated. π οΈ"
|
173 |
+
except exceptions.CosmosHttpResponseError as e:
|
174 |
+
return False, f"HTTP error occurred: {str(e)} π¨"
|
175 |
+
except Exception as e:
|
176 |
+
return False, f"An unexpected error occurred: {traceback.format_exc()} π±"
|
177 |
+
|
178 |
+
# ποΈ Delete record - Saying goodbye to data (it's not you, it's me)
|
179 |
+
def delete_record(container, record):
|
180 |
+
try:
|
181 |
+
container.delete_item(item=record['id'], partition_key=record['id'])
|
182 |
+
return True, f"Record with id {record['id']} successfully deleted. ποΈ"
|
183 |
+
except exceptions.CosmosHttpResponseError as e:
|
184 |
+
return False, f"HTTP error occurred: {str(e)} π¨"
|
185 |
+
except Exception as e:
|
186 |
+
return False, f"An unexpected error occurred: {traceback.format_exc()} π±"
|
187 |
+
|
188 |
+
|
189 |
+
# πΎ Save to Cosmos DB - Preserving data for future generations (or just until the next update)
|
190 |
+
def save_to_cosmos_db(container, query, response1, response2):
|
191 |
+
try:
|
192 |
+
if container:
|
193 |
+
record = {
|
194 |
+
"id": generate_unique_id(),
|
195 |
+
"query": query,
|
196 |
+
"response1": response1,
|
197 |
+
"response2": response2,
|
198 |
+
"timestamp": datetime.utcnow().isoformat()
|
199 |
+
}
|
200 |
+
try:
|
201 |
+
container.create_item(body=record)
|
202 |
+
st.success(f"Record saved successfully with ID: {record['id']}")
|
203 |
+
# Refresh the documents display
|
204 |
+
st.session_state.documents = get_documents(container)
|
205 |
+
except exceptions.CosmosHttpResponseError as e:
|
206 |
+
st.error(f"Error saving record to Cosmos DB: {e}")
|
207 |
+
else:
|
208 |
+
st.error("Cosmos DB container is not initialized.")
|
209 |
+
except Exception as e:
|
210 |
+
st.error(f"An unexpected error occurred: {str(e)}")
|
211 |
+
|
212 |
+
|
213 |
+
|
214 |
+
# π GitHub functions - Where code goes to socialize
|
215 |
+
|
216 |
+
# π₯ Download GitHub repo - Cloning repos like it's going out of style
|
217 |
+
def download_github_repo(url, local_path):
|
218 |
+
if os.path.exists(local_path):
|
219 |
+
shutil.rmtree(local_path)
|
220 |
+
Repo.clone_from(url, local_path)
|
221 |
+
|
222 |
+
# ποΈ Create zip file - Squeezing files tighter than your budget
|
223 |
+
def create_zip_file(source_dir, output_filename):
|
224 |
+
shutil.make_archive(output_filename, 'zip', source_dir)
|
225 |
+
|
226 |
+
# ποΈ Create repo - Building digital homes for lonely code
|
227 |
+
def create_repo(g, repo_name):
|
228 |
+
user = g.get_user()
|
229 |
+
return user.create_repo(repo_name)
|
230 |
+
|
231 |
+
# π Push to GitHub - Sending code to the cloud (hopefully not the rainy kind)
|
232 |
+
def push_to_github(local_path, repo, github_token):
|
233 |
+
repo_url = f"https://{github_token}@github.com/{repo.full_name}.git"
|
234 |
+
local_repo = Repo(local_path)
|
235 |
+
if 'origin' in [remote.name for remote in local_repo.remotes]:
|
236 |
+
origin = local_repo.remote('origin')
|
237 |
+
origin.set_url(repo_url)
|
238 |
+
else:
|
239 |
+
origin = local_repo.create_remote('origin', repo_url)
|
240 |
+
if not local_repo.heads:
|
241 |
+
local_repo.git.checkout('-b', 'main')
|
242 |
+
current_branch = 'main'
|
243 |
+
else:
|
244 |
+
current_branch = local_repo.active_branch.name
|
245 |
+
local_repo.git.add(A=True)
|
246 |
+
if local_repo.is_dirty():
|
247 |
+
local_repo.git.commit('-m', 'Initial commit')
|
248 |
+
origin.push(refspec=f'{current_branch}:{current_branch}')
|
249 |
+
|
250 |
+
|
251 |
+
def save_or_clone_to_cosmos_db(container, document=None, clone_id=None):
|
252 |
+
def generate_complex_unique_id():
|
253 |
+
timestamp = datetime.utcnow().strftime('%Y%m%d%H%M%S%f')
|
254 |
+
random_component = ''.join(random.choices('abcdefghijklmnopqrstuvwxyz0123456789', k=8))
|
255 |
+
return f"{timestamp}-{random_component}-{str(uuid.uuid4())}"
|
256 |
+
max_retries = 10
|
257 |
+
base_delay = 0.1
|
258 |
+
for attempt in range(max_retries):
|
259 |
+
try:
|
260 |
+
new_id = generate_complex_unique_id()
|
261 |
+
if clone_id:
|
262 |
+
try:
|
263 |
+
existing_doc = container.read_item(item=clone_id, partition_key=clone_id)
|
264 |
+
new_doc = {
|
265 |
+
'id': new_id,
|
266 |
+
'originalText': existing_doc.get('originalText', ''),
|
267 |
+
'qtPrompts': existing_doc.get('qtPrompts', []),
|
268 |
+
'cloned_from': clone_id,
|
269 |
+
'cloned_at': datetime.utcnow().isoformat()
|
270 |
+
}
|
271 |
+
except exceptions.CosmosResourceNotFoundError:
|
272 |
+
return False, f"Document with ID {clone_id} not found for cloning."
|
273 |
+
else:
|
274 |
+
if document is None:
|
275 |
+
return False, "No document provided for saving"
|
276 |
+
document['id'] = new_id
|
277 |
+
document['created_at'] = datetime.utcnow().isoformat()
|
278 |
+
new_doc = document
|
279 |
+
response = container.create_item(body=new_doc)
|
280 |
+
return True, f"{'Cloned' if clone_id else 'New'} document saved successfully with ID: {response['id']}"
|
281 |
+
except exceptions.CosmosHttpResponseError as e:
|
282 |
+
if e.status_code == 409:
|
283 |
+
delay = base_delay * (2 ** attempt) + random.uniform(0, 0.1)
|
284 |
+
time.sleep(delay)
|
285 |
+
continue
|
286 |
+
return False, f"Error saving to Cosmos DB: {str(e)}"
|
287 |
+
except Exception as e:
|
288 |
+
return False, f"An unexpected error occurred: {str(e)}"
|
289 |
+
return False, "Failed to save document after maximum retries."
|
290 |
+
|
291 |
+
|
292 |
+
# π¦ Archive current container - Packing up data like you're moving to a new digital house
|
293 |
+
def archive_current_container(database_name, container_name, client):
|
294 |
+
try:
|
295 |
+
base_dir = "./cosmos_archive_current_container"
|
296 |
+
if os.path.exists(base_dir):
|
297 |
+
shutil.rmtree(base_dir)
|
298 |
+
os.makedirs(base_dir)
|
299 |
+
db_client = client.get_database_client(database_name)
|
300 |
+
container_client = db_client.get_container_client(container_name)
|
301 |
+
items = list(container_client.read_all_items())
|
302 |
+
container_dir = os.path.join(base_dir, container_name)
|
303 |
+
os.makedirs(container_dir)
|
304 |
+
for item in items:
|
305 |
+
item_id = item.get('id', f"unknown_{datetime.now().strftime('%Y%m%d%H%M%S')}")
|
306 |
+
with open(os.path.join(container_dir, f"{item_id}.json"), 'w') as f:
|
307 |
+
json.dump(item, f, indent=2)
|
308 |
+
archive_name = f"{container_name}_archive_{datetime.now().strftime('%Y%m%d%H%M%S')}"
|
309 |
+
shutil.make_archive(archive_name, 'zip', base_dir)
|
310 |
+
return get_download_link(f"{archive_name}.zip")
|
311 |
+
except Exception as e:
|
312 |
+
return f"An error occurred while archiving data: {str(e)} π’"
|
313 |
+
|
314 |
+
def gen_AI_IO_filename(display_query, output):
|
315 |
+
# Get current time in Central Time Zone with milliseconds
|
316 |
+
now_central = datetime.now(pytz.timezone("America/Chicago"))
|
317 |
+
timestamp = now_central.strftime("%Y-%m-%d-%I-%M-%S-%f-%p")
|
318 |
+
|
319 |
+
# Limit components to prevent excessive filename length
|
320 |
+
display_query = display_query[:50] # Truncate display_query to 50 chars
|
321 |
+
output_snippet = re.sub(r'[^A-Za-z0-9]+', '_', output[:100]) # Truncate output_snippet to 100 chars
|
322 |
+
|
323 |
+
filename = f"{timestamp} - {display_query} - {output_snippet}.md"
|
324 |
+
return filename
|
325 |
+
|
326 |
+
# π Search glossary - Finding needles in digital haystacks
|
327 |
+
def search_glossary(query):
|
328 |
+
st.markdown(f"### π SearchGlossary for: {query}")
|
329 |
+
model_options = ['mistralai/Mixtral-8x7B-Instruct-v0.1', 'mistralai/Mistral-7B-Instruct-v0.2']
|
330 |
+
model_choice = st.selectbox('π§ Select LLM Model', options=model_options, index=1, key=f"model_choice_{id(query)}")
|
331 |
+
database_options = ['Semantic Search', 'Arxiv Search - Latest - (EXPERIMENTAL)']
|
332 |
+
database_choice = st.selectbox('π Select Database', options=database_options, index=0, key=f"database_choice_{id(query)}")
|
333 |
+
|
334 |
+
# π΅οΈββοΈ Searching the glossary for: query
|
335 |
+
all_results = ""
|
336 |
+
# Limit the query display to 80 characters
|
337 |
+
display_query = query[:80] + "..." if len(query) > 80 else query
|
338 |
+
st.markdown(f"π΅οΈββοΈ Running ArXiV AI Analysis with Query: {display_query} - ML model: {model_choice} and Option: {database_options}")
|
339 |
+
|
340 |
+
# π ArXiV RAG researcher expert ~-<>-~ Paper Summary & Ask LLM
|
341 |
+
client = Client("awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern")
|
342 |
+
# π ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
|
343 |
+
result = client.predict(
|
344 |
+
prompt=query,
|
345 |
+
llm_model_picked="mistralai/Mixtral-8x7B-Instruct-v0.1",
|
346 |
+
stream_outputs=True,
|
347 |
+
api_name="/ask_llm"
|
348 |
+
)
|
349 |
+
st.markdown("# Mixtral-8x7B-Instruct-v0.1")
|
350 |
+
st.markdown(result)
|
351 |
+
#st.code(result, language="python", line_numbers=True)
|
352 |
+
|
353 |
+
|
354 |
+
# π ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
|
355 |
+
result2 = client.predict(
|
356 |
+
prompt=query,
|
357 |
+
llm_model_picked="mistralai/Mistral-7B-Instruct-v0.2",
|
358 |
+
stream_outputs=True,
|
359 |
+
api_name="/ask_llm"
|
360 |
+
)
|
361 |
+
st.markdown("# Mistral-7B-Instruct-v0.2")
|
362 |
+
st.markdown(result2)
|
363 |
+
#st.code(result2, language="python", line_numbers=True)
|
364 |
+
|
365 |
+
# π ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /update_with_rag_md
|
366 |
+
response2 = client.predict(
|
367 |
+
message=query, # str in 'parameter_13' Textbox component
|
368 |
+
llm_results_use=10,
|
369 |
+
database_choice="Semantic Search",
|
370 |
+
llm_model_picked="mistralai/Mistral-7B-Instruct-v0.2",
|
371 |
+
api_name="/update_with_rag_md"
|
372 |
+
)
|
373 |
+
st.markdown("# Mistral-7B-Instruct-v0.2 update_with_rag_md 0")
|
374 |
+
st.markdown(response2[0])
|
375 |
+
#st.code(response2[0], language="python", line_numbers=True, wrap_lines=True)
|
376 |
+
|
377 |
+
st.markdown("# Mistral-7B-Instruct-v0.2 update_with_rag_md 1")
|
378 |
+
st.markdown(response2[1])
|
379 |
+
#st.code(response2[1], language="python", line_numbers=True, wrap_lines=True)
|
380 |
+
|
381 |
+
|
382 |
+
# β
Persist AI Results to Markdown Files
|
383 |
+
filename = gen_AI_IO_filename(display_query, result)
|
384 |
+
create_file(filename, query, result)
|
385 |
+
st.markdown(f"β
File saved as: `{filename}`")
|
386 |
+
|
387 |
+
filename = gen_AI_IO_filename(display_query, result2)
|
388 |
+
create_file(filename, query, result2)
|
389 |
+
st.markdown(f"β
File saved as: `{filename}`")
|
390 |
+
|
391 |
+
filename = gen_AI_IO_filename(display_query, response2[0])
|
392 |
+
create_file(filename, query, response2[0])
|
393 |
+
st.markdown(f"β
File saved as: `{filename}`")
|
394 |
+
|
395 |
+
filename = gen_AI_IO_filename(display_query, response2[1])
|
396 |
+
create_file(filename, query, response2[1])
|
397 |
+
st.markdown(f"β
File saved as: `{filename}`")
|
398 |
+
|
399 |
+
return result, result2, response2
|
400 |
+
|
401 |
+
|
402 |
+
# π Generate a safe filename from the first few lines of content
|
403 |
+
def generate_filename_from_content(content, file_type="md"):
|
404 |
+
# Extract the first few lines or sentences
|
405 |
+
first_sentence = content.split('\n', 1)[0][:90] # Limit the length to 90 characters
|
406 |
+
# Remove special characters to make it a valid filename
|
407 |
+
safe_name = re.sub(r'[^\w\s-]', '', first_sentence)
|
408 |
+
# Limit length to be compatible with Windows and Linux
|
409 |
+
safe_name = safe_name[:50].strip() # Adjust length limit
|
410 |
+
return f"{safe_name}.{file_type}"
|
411 |
+
|
412 |
+
|
413 |
+
# πΎ Create and save a file
|
414 |
+
def create_file_from_content(content, should_save=True):
|
415 |
+
if not should_save:
|
416 |
+
return
|
417 |
+
filename = generate_filename_from_content(content)
|
418 |
+
with open(filename, 'w', encoding='utf-8') as file:
|
419 |
+
file.write(content)
|
420 |
+
return filename
|
421 |
+
|
422 |
+
|
423 |
+
# π Display list of saved .md files in the sidebar
|
424 |
+
def display_saved_files_in_sidebar():
|
425 |
+
all_files = glob.glob("*.md")
|
426 |
+
all_files.sort(reverse=True)
|
427 |
+
all_files = [file for file in all_files if not file.lower().startswith('readme')] # Exclude README.md
|
428 |
+
st.sidebar.markdown("## π Saved Markdown Files")
|
429 |
+
for file in all_files:
|
430 |
+
col1, col2, col3 = st.sidebar.columns([6, 2, 1])
|
431 |
+
with col1:
|
432 |
+
st.markdown(f"π {file}")
|
433 |
+
with col2:
|
434 |
+
st.sidebar.download_button(
|
435 |
+
label="β¬οΈ Download",
|
436 |
+
data=open(file, 'rb').read(),
|
437 |
+
file_name=file
|
438 |
+
)
|
439 |
+
with col3:
|
440 |
+
if st.sidebar.button("π", key=f"delete_{file}"):
|
441 |
+
os.remove(file)
|
442 |
+
st.rerun()
|
443 |
+
|
444 |
+
def clone_record(container, clone_id):
|
445 |
+
try:
|
446 |
+
existing_doc = container.read_item(item=clone_id, partition_key=clone_id)
|
447 |
+
new_doc = existing_doc.copy()
|
448 |
+
new_doc['id'] = generate_unique_id() # Generate new unique ID with timestamp
|
449 |
+
new_doc['name'] = new_doc['id'] # Generate new unique ID with timestamp
|
450 |
+
new_doc['createdAt'] = datetime.utcnow().isoformat() # Update the creation time
|
451 |
+
new_doc['_rid'] = None # Reset _rid or any system-managed fields
|
452 |
+
new_doc['_self'] = None
|
453 |
+
new_doc['_etag'] = None
|
454 |
+
new_doc['_attachments'] = None
|
455 |
+
new_doc['_ts'] = None # Reset timestamp to be updated by Cosmos DB automatically
|
456 |
+
# Insert the cloned document
|
457 |
+
response = container.create_item(body=new_doc)
|
458 |
+
st.success(f"Cloned document saved successfully with ID: {new_doc['id']} π")
|
459 |
+
# Refresh the documents in session state
|
460 |
+
st.session_state.documents = list(container.query_items(
|
461 |
+
query="SELECT * FROM c ORDER BY c._ts DESC",
|
462 |
+
enable_cross_partition_query=True
|
463 |
+
))
|
464 |
+
except exceptions.CosmosResourceNotFoundError:
|
465 |
+
st.error(f"Document with ID {clone_id} not found for cloning.")
|
466 |
+
except exceptions.CosmosHttpResponseError as e:
|
467 |
+
st.error(f"HTTP error occurred: {str(e)} π¨")
|
468 |
+
except Exception as e:
|
469 |
+
st.error(f"An unexpected error occurred: {str(e)} οΏ½οΏ½")
|
470 |
+
|
471 |
+
|
472 |
+
def create_new_blank_record(container):
|
473 |
+
try:
|
474 |
+
# Get the structure of the latest document (to preserve schema)
|
475 |
+
latest_doc = container.query_items(query="SELECT * FROM c ORDER BY c._ts DESC", enable_cross_partition_query=True, max_item_count=1)
|
476 |
+
if latest_doc:
|
477 |
+
new_doc_structure = latest_doc[0].copy()
|
478 |
+
else:
|
479 |
+
new_doc_structure = {}
|
480 |
+
new_doc = {key: "" for key in new_doc_structure.keys()} # Set all fields to blank
|
481 |
+
new_doc['id'] = generate_unique_id() # Generate new unique ID
|
482 |
+
new_doc['createdAt'] = datetime.utcnow().isoformat() # Set creation time
|
483 |
+
# Insert the new blank document
|
484 |
+
response = container.create_item(body=new_doc)
|
485 |
+
st.success(f"New blank document saved successfully with ID: {new_doc['id']} π")
|
486 |
+
# Refresh the documents in session state
|
487 |
+
st.session_state.documents = list(container.query_items(
|
488 |
+
query="SELECT * FROM c ORDER BY c._ts DESC",
|
489 |
+
enable_cross_partition_query=True
|
490 |
+
))
|
491 |
+
except exceptions.CosmosHttpResponseError as e:
|
492 |
+
st.error(f"HTTP error occurred: {str(e)} π¨")
|
493 |
+
except Exception as e:
|
494 |
+
st.error(f"An unexpected error occurred: {str(e)} π±")
|
495 |
+
|
496 |
+
|
497 |
+
# Function to preprocess the pasted content
|
498 |
+
def preprocess_text(text):
|
499 |
+
# Replace CRLF and other newline variations with the JSON newline escape sequence
|
500 |
+
text = text.replace('\r\n', '\\n')
|
501 |
+
text = text.replace('\r', '\\n')
|
502 |
+
text = text.replace('\n', '\\n')
|
503 |
+
# Escape double quotes inside the text
|
504 |
+
text = text.replace('"', '\\"')
|
505 |
+
# Optionally remove or handle other special characters that might not be JSON-safe
|
506 |
+
# Here, we remove characters like tabs or non-ASCII characters (as an example)
|
507 |
+
text = re.sub(r'[\t]', ' ', text) # Replace tabs with spaces
|
508 |
+
text = re.sub(r'[^\x00-\x7F]+', '', text) # Remove non-ASCII characters
|
509 |
+
# Normalize spaces (strip leading/trailing whitespace)
|
510 |
+
text = text.strip()
|
511 |
+
return text
|
512 |
+
|
513 |
+
|
514 |
+
|
515 |
+
# π Main function - "All the world's a stage, and all the code merely players" -Shakespeare, probably
|
516 |
+
def main():
|
517 |
+
st.markdown("### πGitπCosmosπ« - Azure Cosmos DB and Github Agent")
|
518 |
+
|
519 |
+
# π² Session state vars - "Life is like a session state, you never know what you're gonna get"
|
520 |
+
if 'logged_in' not in st.session_state:
|
521 |
+
st.session_state.logged_in = False
|
522 |
+
if 'selected_records' not in st.session_state:
|
523 |
+
st.session_state.selected_records = []
|
524 |
+
if 'client' not in st.session_state:
|
525 |
+
st.session_state.client = None
|
526 |
+
if 'selected_database' not in st.session_state:
|
527 |
+
st.session_state.selected_database = None
|
528 |
+
if 'selected_container' not in st.session_state:
|
529 |
+
st.session_state.selected_container = None
|
530 |
+
if 'selected_document_id' not in st.session_state:
|
531 |
+
st.session_state.selected_document_id = None
|
532 |
+
if 'current_index' not in st.session_state:
|
533 |
+
st.session_state.current_index = 0
|
534 |
+
if 'cloned_doc' not in st.session_state:
|
535 |
+
st.session_state.cloned_doc = None
|
536 |
+
|
537 |
+
# π Query processing - "To search or not to search, that is the query"
|
538 |
+
try:
|
539 |
+
query_params = st.query_params
|
540 |
+
query = query_params.get('q') or query_params.get('query') or ''
|
541 |
+
if query:
|
542 |
+
result, result2, result3, response2 = search_glossary(query)
|
543 |
+
|
544 |
+
# πΎ Save results - "Every file you save is a future you pave"
|
545 |
+
try:
|
546 |
+
if st.button("Save AI Output"):
|
547 |
+
filename = create_file_from_content(result)
|
548 |
+
st.success(f"File saved: {filename}")
|
549 |
+
filename = create_file_from_content(result2)
|
550 |
+
st.success(f"File saved: {filename}")
|
551 |
+
filename = create_file_from_content(result3)
|
552 |
+
st.success(f"File saved: {filename}")
|
553 |
+
filename = create_file_from_content(response2)
|
554 |
+
st.success(f"File saved: {filename}")
|
555 |
+
|
556 |
+
display_saved_files_in_sidebar()
|
557 |
+
except Exception as e:
|
558 |
+
st.error(f"An unexpected error occurred: {str(e)} π±")
|
559 |
+
|
560 |
+
# π Cosmos DB operations - "In Cosmos DB we trust, but we still handle errors we must"
|
561 |
+
try:
|
562 |
+
save_to_cosmos_db(st.session_state.cosmos_container, query, result, result)
|
563 |
+
save_to_cosmos_db(st.session_state.cosmos_container, query, result2, result2)
|
564 |
+
save_to_cosmos_db(st.session_state.cosmos_container, query, result3, result3)
|
565 |
+
save_to_cosmos_db(st.session_state.cosmos_container, query, response2[0], response2[0])
|
566 |
+
save_to_cosmos_db(st.session_state.cosmos_container, query, response2[1], response2[1])
|
567 |
+
except exceptions.CosmosHttpResponseError as e:
|
568 |
+
st.error(f"HTTP error occurred: {str(e)} π¨")
|
569 |
+
except Exception as e:
|
570 |
+
st.error(f"An unexpected error occurred: {str(e)} π±")
|
571 |
+
st.stop()
|
572 |
+
except Exception as e:
|
573 |
+
st.markdown(' ')
|
574 |
+
|
575 |
+
# π Auth check - "With great keys come great connectivity"
|
576 |
+
if Key:
|
577 |
+
st.session_state.primary_key = Key
|
578 |
+
st.session_state.logged_in = True
|
579 |
+
else:
|
580 |
+
st.error("Cosmos DB Key is not set in environment variables. πβ")
|
581 |
+
return
|
582 |
+
|
583 |
+
if st.session_state.logged_in:
|
584 |
+
# π DB initialization - "In the beginning, there was connection string..."
|
585 |
+
try:
|
586 |
+
if st.session_state.client is None:
|
587 |
+
st.session_state.client = CosmosClient(ENDPOINT, credential=st.session_state.primary_key)
|
588 |
+
# π Navigation setup - "Navigation is not about where you are, but where you're going"
|
589 |
+
st.sidebar.title("πGitπCosmosπ«ποΈNavigator")
|
590 |
+
databases = get_databases(st.session_state.client)
|
591 |
+
selected_db = st.sidebar.selectbox("ποΈ Select Database", databases)
|
592 |
+
st.markdown(CosmosDBUrl)
|
593 |
+
|
594 |
+
# π State management - "Change is the only constant in state management"
|
595 |
+
if selected_db != st.session_state.selected_database:
|
596 |
+
st.session_state.selected_database = selected_db
|
597 |
+
st.session_state.selected_container = None
|
598 |
+
st.session_state.selected_document_id = None
|
599 |
+
st.session_state.current_index = 0
|
600 |
+
st.rerun()
|
601 |
+
|
602 |
+
if st.session_state.selected_database:
|
603 |
+
database = st.session_state.client.get_database_client(st.session_state.selected_database)
|
604 |
+
containers = get_containers(database)
|
605 |
+
selected_container = st.sidebar.selectbox("π Select Container", containers)
|
606 |
+
|
607 |
+
# π Container state handling - "Container changes, state arranges"
|
608 |
+
if selected_container != st.session_state.selected_container:
|
609 |
+
st.session_state.selected_container = selected_container
|
610 |
+
st.session_state.selected_document_id = None
|
611 |
+
st.session_state.current_index = 0
|
612 |
+
st.rerun()
|
613 |
+
|
614 |
+
if st.session_state.selected_container:
|
615 |
+
container = database.get_container_client(st.session_state.selected_container)
|
616 |
+
# π¦ Export functionality - "Pack it, zip it, ship it"
|
617 |
+
if st.sidebar.button("π¦ Export Container Data"):
|
618 |
+
download_link = archive_current_container(st.session_state.selected_database,
|
619 |
+
st.session_state.selected_container,
|
620 |
+
st.session_state.client)
|
621 |
+
if download_link.startswith('<a'):
|
622 |
+
st.markdown(download_link, unsafe_allow_html=True)
|
623 |
+
else:
|
624 |
+
st.error(download_link)
|
625 |
+
|
626 |
+
# π Document handling - "Document, document, on the wall, who's the most recent of them all?"
|
627 |
+
documents = get_documents(container)
|
628 |
+
total_docs = len(documents)
|
629 |
+
# Add a slider to let the user choose how many documents to display
|
630 |
+
num_docs_to_display = st.slider(
|
631 |
+
"Select number of documents to display", 1, 20, 1
|
632 |
+
)
|
633 |
+
# Adjust the document display logic based on the slider value
|
634 |
+
if total_docs > num_docs_to_display:
|
635 |
+
documents_to_display = documents[:num_docs_to_display]
|
636 |
+
st.sidebar.info(f"Showing top {num_docs_to_display} most recent documents.")
|
637 |
+
else:
|
638 |
+
documents_to_display = documents
|
639 |
+
st.sidebar.info(f"Showing all {len(documents_to_display)} documents.")
|
640 |
+
|
641 |
+
if documents_to_display:
|
642 |
+
# π¨ View options - "Different strokes for different folks"
|
643 |
+
view_options = ['Show as Markdown', 'Show as Code Editor', 'Show as Run AI', 'Clone Document', 'New Record']
|
644 |
+
selected_view = st.sidebar.selectbox("Select Viewer/Editor", view_options, index=2)
|
645 |
+
|
646 |
+
|
647 |
+
if selected_view == 'Show as Markdown':
|
648 |
+
Label = '#### π Markdown view - Mark it down, mark it up'
|
649 |
+
st.markdown(Label)
|
650 |
+
total_docs = len(documents)
|
651 |
+
doc = documents[st.session_state.current_index]
|
652 |
+
# st.markdown(f"#### Document ID: {doc.get('id', '')}")
|
653 |
+
|
654 |
+
# π΅οΈ Value extraction - "Finding spaces in all the right places"
|
655 |
+
values_with_space = []
|
656 |
+
def extract_values(obj):
|
657 |
+
if isinstance(obj, dict):
|
658 |
+
for k, v in obj.items():
|
659 |
+
extract_values(v)
|
660 |
+
elif isinstance(obj, list):
|
661 |
+
for item in obj:
|
662 |
+
extract_values(item)
|
663 |
+
elif isinstance(obj, str):
|
664 |
+
if ' ' in obj:
|
665 |
+
values_with_space.append(obj)
|
666 |
+
|
667 |
+
extract_values(doc)
|
668 |
+
st.markdown("#### π Links for Extracted Texts")
|
669 |
+
for term in values_with_space:
|
670 |
+
display_glossary_entity(term)
|
671 |
+
|
672 |
+
content = json.dumps(doc, indent=2)
|
673 |
+
st.markdown(f"```json\n{content}\n```")
|
674 |
+
|
675 |
+
# β¬
οΈβ‘οΈ Navigation - "Left and right, day and night"
|
676 |
+
col_prev, col_next = st.columns([1, 1])
|
677 |
+
with col_prev:
|
678 |
+
if st.button("β¬
οΈ Previous", key='prev_markdown'):
|
679 |
+
if st.session_state.current_index > 0:
|
680 |
+
st.session_state.current_index -= 1
|
681 |
+
st.rerun()
|
682 |
+
with col_next:
|
683 |
+
if st.button("β‘οΈ Next", key='next_markdown'):
|
684 |
+
if st.session_state.current_index < total_docs - 1:
|
685 |
+
st.session_state.current_index += 1
|
686 |
+
st.rerun()
|
687 |
+
|
688 |
+
|
689 |
+
|
690 |
+
elif selected_view == 'Show as Code Editor':
|
691 |
+
Label = '#### π» Code editor view'
|
692 |
+
st.markdown(Label)
|
693 |
+
total_docs = len(documents)
|
694 |
+
doc = documents[st.session_state.current_index]
|
695 |
+
# st.markdown(f"#### Document ID: {doc.get('id', '')}")
|
696 |
+
doc_str = st.text_area("Edit Document",
|
697 |
+
value=json.dumps(doc, indent=2),
|
698 |
+
height=300,
|
699 |
+
key=f'code_editor_{st.session_state.current_index}')
|
700 |
+
|
701 |
+
col_prev, col_next = st.columns([1, 1])
|
702 |
+
with col_prev:
|
703 |
+
if st.button("β¬
οΈ Previous", key='prev_code'):
|
704 |
+
if st.session_state.current_index > 0:
|
705 |
+
st.session_state.current_index -= 1
|
706 |
+
st.rerun()
|
707 |
+
with col_next:
|
708 |
+
if st.button("β‘οΈ Next", key='next_code'):
|
709 |
+
if st.session_state.current_index < total_docs - 1:
|
710 |
+
st.session_state.current_index += 1
|
711 |
+
st.rerun()
|
712 |
+
|
713 |
+
col_save, col_delete = st.columns([1, 1])
|
714 |
+
with col_save:
|
715 |
+
if st.button("πΎ Save Changes", key=f'save_button_{st.session_state.current_index}'):
|
716 |
+
try:
|
717 |
+
updated_doc = json.loads(doc_str)
|
718 |
+
response = container.upsert_item(body=updated_doc)
|
719 |
+
if response:
|
720 |
+
st.success(f"Document {updated_doc['id']} saved successfully.")
|
721 |
+
st.session_state.selected_document_id = updated_doc['id']
|
722 |
+
st.rerun()
|
723 |
+
except Exception as e:
|
724 |
+
st.error(f"Error saving document: {str(e)}")
|
725 |
+
|
726 |
+
with col_delete:
|
727 |
+
if st.button("ποΈ Delete", key=f'delete_button_{st.session_state.current_index}'):
|
728 |
+
try:
|
729 |
+
current_doc = json.loads(doc_str)
|
730 |
+
# Direct deletion using container method with id and partition key
|
731 |
+
delete = container.delete_item(current_doc["id"], current_doc["id"])
|
732 |
+
if delete:
|
733 |
+
st.success(f"Document {current_doc['id']} deleted successfully.")
|
734 |
+
if st.session_state.current_index > 0:
|
735 |
+
st.session_state.current_index -= 1
|
736 |
+
st.rerun()
|
737 |
+
except Exception as e:
|
738 |
+
st.error(f"Error deleting document: {str(e)}")
|
739 |
+
|
740 |
+
|
741 |
+
elif selected_view == 'Show as Run AI':
|
742 |
+
Label = '#### βοΈ Run AI with wisdom, save with precision'
|
743 |
+
st.markdown(Label)
|
744 |
+
num_cols = len(documents_to_display)
|
745 |
+
cols = st.columns(num_cols)
|
746 |
+
|
747 |
+
for idx, (col, doc) in enumerate(zip(cols, documents_to_display)):
|
748 |
+
with col:
|
749 |
+
# ID and Name fields
|
750 |
+
editable_id = st.text_input("ID", value=doc.get('id', ''), key=f'edit_id_{idx}')
|
751 |
+
editable_name = st.text_input("Name", value=doc.get('name', ''), key=f'edit_name_{idx}')
|
752 |
+
|
753 |
+
# Create editable document copy without id and name
|
754 |
+
editable_doc = doc.copy()
|
755 |
+
editable_doc.pop('id', None)
|
756 |
+
editable_doc.pop('name', None)
|
757 |
+
|
758 |
+
doc_str = st.text_area("Document Content (in JSON format)",
|
759 |
+
value=json.dumps(editable_doc, indent=2),
|
760 |
+
height=300,
|
761 |
+
key=f'doc_str_{idx}')
|
762 |
+
|
763 |
+
# Save and AI operations columns
|
764 |
+
col_save, col_ai, col_delete = st.columns(3)
|
765 |
+
|
766 |
+
with col_save:
|
767 |
+
if st.button("πΎ Save Changes", key=f'save_runai_{idx}'):
|
768 |
+
try:
|
769 |
+
updated_doc = json.loads(doc_str)
|
770 |
+
# Reinsert ID and name from editable fields
|
771 |
+
updated_doc['id'] = editable_id
|
772 |
+
updated_doc['name'] = editable_name
|
773 |
+
response = container.upsert_item(body=updated_doc)
|
774 |
+
if response:
|
775 |
+
st.success(f"Document {updated_doc['id']} saved successfully.")
|
776 |
+
st.session_state.selected_document_id = updated_doc['id']
|
777 |
+
st.rerun()
|
778 |
+
except Exception as e:
|
779 |
+
st.error(f"Error saving document: {str(e)}")
|
780 |
+
|
781 |
+
with col_ai:
|
782 |
+
if st.button("π€ Run AI", key=f'run_with_ai_button_{idx}'):
|
783 |
+
# Your existing AI processing code here
|
784 |
+
values_with_space = []
|
785 |
+
def extract_values2(obj):
|
786 |
+
if isinstance(obj, dict):
|
787 |
+
for k, v in obj.items():
|
788 |
+
extract_values2(v)
|
789 |
+
elif isinstance(obj, list):
|
790 |
+
for item in obj:
|
791 |
+
extract_values2(item)
|
792 |
+
elif isinstance(obj, str):
|
793 |
+
if ' ' in obj:
|
794 |
+
values_with_space.append(obj)
|
795 |
+
|
796 |
+
extract_values2(doc)
|
797 |
+
for term in values_with_space:
|
798 |
+
display_glossary_entity(term)
|
799 |
+
search_glossary(term)
|
800 |
+
|
801 |
+
|
802 |
+
elif selected_view == 'Show as Run AI - Old':
|
803 |
+
Label = '#### βοΈ Run AI with wisdom, save with precision'
|
804 |
+
st.markdown(Label)
|
805 |
+
num_cols = len(documents_to_display)
|
806 |
+
cols = st.columns(num_cols)
|
807 |
+
|
808 |
+
for idx, (col, doc) in enumerate(zip(cols, documents_to_display)):
|
809 |
+
with col:
|
810 |
+
|
811 |
+
# st.markdown(f"##### Document ID: {doc.get('id', '')}")
|
812 |
+
editable_id = st.text_input("ID", value=doc.get('id', ''), key=f'edit_id_{idx}')
|
813 |
+
editable_doc = doc.copy()
|
814 |
+
editable_doc.pop('id', None)
|
815 |
+
|
816 |
+
# st.markdown(f"##### Document Name: {doc.get('name', '')}")
|
817 |
+
editable_id = st.text_input("Name", value=doc.get('name', ''), key=f'edit_name_{idx}')
|
818 |
+
editable_doc = doc.copy()
|
819 |
+
editable_doc.pop('name', None)
|
820 |
+
|
821 |
+
doc_str = st.text_area("Document Content (in JSON format)",
|
822 |
+
value=json.dumps(editable_doc, indent=2),
|
823 |
+
height=300,
|
824 |
+
key=f'doc_str_{idx}')
|
825 |
+
|
826 |
+
# πΎπ€ Save and AI operations
|
827 |
+
col_ai, col_delete = st.columns(2)
|
828 |
+
|
829 |
+
with col_ai:
|
830 |
+
if st.button("π€ Run AI", key=f'run_with_ai_button_{idx}'):
|
831 |
+
|
832 |
+
|
833 |
+
|
834 |
+
|
835 |
+
# Experiment to get content fields π€π€π€π€π€π€π€π€π€π€π€π€π€
|
836 |
+
total_docs = len(documents)
|
837 |
+
doc = documents[st.session_state.current_index]
|
838 |
+
values_with_space = []
|
839 |
+
def extract_values2(obj):
|
840 |
+
if isinstance(obj, dict):
|
841 |
+
for k, v in obj.items():
|
842 |
+
extract_values2(v)
|
843 |
+
elif isinstance(obj, list):
|
844 |
+
for item in obj:
|
845 |
+
extract_values2(item)
|
846 |
+
elif isinstance(obj, str):
|
847 |
+
if ' ' in obj:
|
848 |
+
values_with_space.append(obj)
|
849 |
+
extract_values2(doc)
|
850 |
+
#st.markdown("#### π Links for Extracted Texts")
|
851 |
+
for term in values_with_space:
|
852 |
+
display_glossary_entity(term)
|
853 |
+
search_glossary(term)
|
854 |
+
|
855 |
+
#content = json.dumps(doc, indent=2)
|
856 |
+
#st.markdown(f"```json\n{content}\n```")
|
857 |
+
# Experiment to get content fields π€π€π€π€π€π€π€π€π€π€π€π€π€
|
858 |
+
|
859 |
+
|
860 |
+
|
861 |
+
|
862 |
+
#search_glossary(json.dumps(editable_doc, indent=2))
|
863 |
+
|
864 |
+
|
865 |
+
|
866 |
+
|
867 |
+
elif selected_view == 'Clone Document':
|
868 |
+
st.markdown("#### Clone a document:")
|
869 |
+
|
870 |
+
for idx, doc in enumerate(documents_to_display):
|
871 |
+
st.markdown(f"##### Original Document ID: {doc.get('id', '')}")
|
872 |
+
|
873 |
+
if st.button("π Clone Document", key=f'clone_button_{idx}'):
|
874 |
+
# Generate unique filename using the provided function
|
875 |
+
unique_filename = gen_AI_IO_filename("Clone", doc.get('name', ''))
|
876 |
+
|
877 |
+
# Create new document with unique ID and name based on timestamp
|
878 |
+
new_doc = {
|
879 |
+
'id': unique_filename,
|
880 |
+
'name': f"Clone_{unique_filename[:8]}",
|
881 |
+
**{k: v for k, v in doc.items() if k not in ['id', 'name', '_rid', '_self', '_etag', '_attachments', '_ts']}
|
882 |
+
}
|
883 |
+
|
884 |
+
# Show editable preview
|
885 |
+
edited_doc = st.text_area(
|
886 |
+
"Edit cloned document:",
|
887 |
+
value=json.dumps(new_doc, indent=2),
|
888 |
+
height=300,
|
889 |
+
key=f'edit_clone_{idx}'
|
890 |
+
)
|
891 |
+
|
892 |
+
col_save, col_update = st.columns(2)
|
893 |
+
|
894 |
+
with col_save:
|
895 |
+
if st.button("πΎ Save Clone", key=f'save_clone_{idx}'):
|
896 |
+
try:
|
897 |
+
final_doc = json.loads(edited_doc)
|
898 |
+
response = container.create_item(body=final_doc)
|
899 |
+
if response:
|
900 |
+
st.success(f"New cloned document created with ID: {final_doc['id']}")
|
901 |
+
st.rerun()
|
902 |
+
else:
|
903 |
+
st.error("Failed to create new document")
|
904 |
+
except Exception as e:
|
905 |
+
st.error(f"Error creating document: {str(e)}")
|
906 |
+
|
907 |
+
with col_update:
|
908 |
+
if st.button("π Update Clone ID/Name", key=f'update_clone_{idx}'):
|
909 |
+
try:
|
910 |
+
# Generate new unique filename
|
911 |
+
new_unique_filename = gen_AI_IO_filename("Clone", doc.get('name', ''))
|
912 |
+
current_doc = json.loads(edited_doc)
|
913 |
+
current_doc['id'] = new_unique_filename
|
914 |
+
current_doc['name'] = f"Clone_{new_unique_filename[:8]}"
|
915 |
+
|
916 |
+
# Update the text area with new values
|
917 |
+
st.session_state[f'edit_clone_{idx}'] = json.dumps(current_doc, indent=2)
|
918 |
+
st.rerun()
|
919 |
+
except Exception as e:
|
920 |
+
st.error(f"Error updating clone: {str(e)}")
|
921 |
+
|
922 |
+
|
923 |
+
|
924 |
+
|
925 |
+
elif selected_view == 'Clone Document - Old':
|
926 |
+
st.markdown("#### Clone a document:")
|
927 |
+
|
928 |
+
for idx, doc in enumerate(documents_to_display):
|
929 |
+
st.markdown(f"##### Original Document ID: {doc.get('id', '')}")
|
930 |
+
|
931 |
+
if st.button("π Clone Document", key=f'clone_button_{idx}'):
|
932 |
+
# Create new document with unique ID and name
|
933 |
+
new_doc = {
|
934 |
+
'id': str(uuid.uuid4()),
|
935 |
+
'name': f"Clone_{str(uuid.uuid4())[:8]}",
|
936 |
+
**{k: v for k, v in doc.items() if k not in ['id', 'name', '_rid', '_self', '_etag', '_attachments', '_ts']}
|
937 |
+
}
|
938 |
+
|
939 |
+
# Show editable preview
|
940 |
+
edited_doc = st.text_area(
|
941 |
+
"Edit cloned document:",
|
942 |
+
value=json.dumps(new_doc, indent=2),
|
943 |
+
height=300,
|
944 |
+
key=f'edit_clone_{idx}'
|
945 |
+
)
|
946 |
+
|
947 |
+
if st.button("πΎ Save Clone", key=f'save_clone_{idx}'):
|
948 |
+
try:
|
949 |
+
final_doc = json.loads(edited_doc)
|
950 |
+
# Use container.create_item() instead of update_record()
|
951 |
+
response = container.create_item(body=final_doc)
|
952 |
+
if response:
|
953 |
+
st.success(f"New cloned document created with ID: {final_doc['id']}")
|
954 |
+
st.rerun()
|
955 |
+
else:
|
956 |
+
st.error("Failed to create new document")
|
957 |
+
except Exception as e:
|
958 |
+
st.error(f"Error creating document: {str(e)}")
|
959 |
+
|
960 |
+
|
961 |
+
elif selected_view == 'New Record':
|
962 |
+
st.markdown("#### Create a new document:")
|
963 |
+
|
964 |
+
if st.button("π€ Insert Auto-Generated Record"):
|
965 |
+
auto_doc = {
|
966 |
+
"id": generate_unique_id(),
|
967 |
+
"name": f"Auto-generated Record {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}",
|
968 |
+
"content": "This is an auto-generated record.",
|
969 |
+
"timestamp": datetime.now().isoformat()
|
970 |
+
}
|
971 |
+
success, message = save_or_clone_to_cosmos_db(container, document=auto_doc)
|
972 |
+
if success:
|
973 |
+
st.success(message)
|
974 |
+
st.rerun()
|
975 |
+
else:
|
976 |
+
st.error(message)
|
977 |
+
else:
|
978 |
+
new_id = st.text_input("ID", value=generate_unique_id(), key='new_id')
|
979 |
+
default_doc = {
|
980 |
+
"id": new_id,
|
981 |
+
"name": "New Document",
|
982 |
+
"content": "",
|
983 |
+
"timestamp": datetime.now().isoformat()
|
984 |
+
}
|
985 |
+
new_doc_str = st.text_area("Document Content (in JSON format)",
|
986 |
+
value=json.dumps(default_doc, indent=2),
|
987 |
+
height=300)
|
988 |
+
|
989 |
+
if st.button("β Create New Document"):
|
990 |
+
try:
|
991 |
+
# Preprocess the text before loading it into JSON
|
992 |
+
cleaned_doc_str = preprocess_text(new_doc_str)
|
993 |
+
new_doc = json.loads(cleaned_doc_str)
|
994 |
+
new_doc['id'] = new_id # Ensure ID matches input field
|
995 |
+
|
996 |
+
success, message = insert_record(container, new_doc)
|
997 |
+
if success:
|
998 |
+
st.success(f"New document created with id: {new_doc['id']} π")
|
999 |
+
st.session_state.selected_document_id = new_doc['id']
|
1000 |
+
st.rerun()
|
1001 |
+
else:
|
1002 |
+
st.error(message)
|
1003 |
+
except json.JSONDecodeError as e:
|
1004 |
+
st.error(f"Invalid JSON: {str(e)} π«")
|
1005 |
+
|
1006 |
+
st.subheader(f"π Container: {st.session_state.selected_container}")
|
1007 |
+
if st.session_state.selected_container:
|
1008 |
+
if documents_to_display:
|
1009 |
+
Label = '#### π Data display - Data tells tales that words cannot'
|
1010 |
+
st.markdown(Label)
|
1011 |
+
df = pd.DataFrame(documents_to_display)
|
1012 |
+
st.dataframe(df)
|
1013 |
+
else:
|
1014 |
+
st.info("No documents to display. π§")
|
1015 |
+
|
1016 |
+
|
1017 |
+
Label = '#### π GitHub integration - Git happens'
|
1018 |
+
st.subheader("π GitHub Operations")
|
1019 |
+
github_token = os.environ.get("GITHUB")
|
1020 |
+
source_repo = st.text_input("Source GitHub Repository URL",
|
1021 |
+
value="https://github.com/AaronCWacker/AIExamples-8-24-Streamlit")
|
1022 |
+
new_repo_name = st.text_input("New Repository Name (for cloning)",
|
1023 |
+
value=f"AIExample-Clone-{datetime.now().strftime('%Y%m%d_%H%M%S')}")
|
1024 |
+
|
1025 |
+
col1, col2 = st.columns(2)
|
1026 |
+
with col1:
|
1027 |
+
if st.button("π₯ Clone Repository"):
|
1028 |
+
if github_token and source_repo:
|
1029 |
+
|
1030 |
+
st.markdown(Label)
|
1031 |
+
try:
|
1032 |
+
local_path = f"./temp_repo_{datetime.now().strftime('%Y%m%d%H%M%S')}"
|
1033 |
+
download_github_repo(source_repo, local_path)
|
1034 |
+
zip_filename = f"{new_repo_name}.zip"
|
1035 |
+
create_zip_file(local_path, zip_filename[:-4])
|
1036 |
+
st.markdown(get_download_link(zip_filename), unsafe_allow_html=True)
|
1037 |
+
st.success("Repository cloned successfully! π")
|
1038 |
+
except Exception as e:
|
1039 |
+
st.error(f"An error occurred: {str(e)} π’")
|
1040 |
+
finally:
|
1041 |
+
if os.path.exists(local_path):
|
1042 |
+
shutil.rmtree(local_path)
|
1043 |
+
if os.path.exists(zip_filename):
|
1044 |
+
os.remove(zip_filename)
|
1045 |
+
else:
|
1046 |
+
st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided. πβ")
|
1047 |
+
|
1048 |
+
with col2:
|
1049 |
+
if st.button("π€ Push to New Repository"):
|
1050 |
+
if github_token and source_repo:
|
1051 |
+
|
1052 |
+
st.markdown(Label)
|
1053 |
+
try:
|
1054 |
+
g = Github(github_token)
|
1055 |
+
new_repo = create_repo(g, new_repo_name)
|
1056 |
+
local_path = f"./temp_repo_{datetime.now().strftime('%Y%m%d%H%M%S')}"
|
1057 |
+
download_github_repo(source_repo, local_path)
|
1058 |
+
push_to_github(local_path, new_repo, github_token)
|
1059 |
+
st.success(f"Repository pushed successfully to {new_repo.html_url} π")
|
1060 |
+
except Exception as e:
|
1061 |
+
st.error(f"An error occurred: {str(e)} π’")
|
1062 |
+
finally:
|
1063 |
+
if os.path.exists(local_path):
|
1064 |
+
shutil.rmtree(local_path)
|
1065 |
+
else:
|
1066 |
+
st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided. πβ")
|
1067 |
+
|
1068 |
+
|
1069 |
+
st.subheader("π¬ Chat with Claude")
|
1070 |
+
user_input = st.text_area("Message π¨:", height=100)
|
1071 |
+
|
1072 |
+
if st.button("Send π¨"):
|
1073 |
+
Label = '#### π¬ Chat functionality - Every chat is a chance to learn'
|
1074 |
+
st.markdown(Label)
|
1075 |
+
if user_input:
|
1076 |
+
response = client.messages.create(
|
1077 |
+
model="claude-3-sonnet-20240229",
|
1078 |
+
max_tokens=1000,
|
1079 |
+
messages=[
|
1080 |
+
{"role": "user", "content": user_input}
|
1081 |
+
]
|
1082 |
+
)
|
1083 |
+
st.write("Claude's reply π§ :")
|
1084 |
+
st.write(response.content[0].text)
|
1085 |
+
filename = generate_filename(user_input, "md")
|
1086 |
+
create_file(filename, user_input, response.content[0].text)
|
1087 |
+
st.session_state.chat_history.append({"user": user_input, "claude": response.content[0].text})
|
1088 |
+
# Save to Cosmos DB
|
1089 |
+
save_to_cosmos_db(container, user_input, response.content[0].text, "")
|
1090 |
+
|
1091 |
+
|
1092 |
+
|
1093 |
+
# π Chat history display - "History repeats itself, first as chat, then as wisdom"
|
1094 |
+
st.subheader("Past Conversations π")
|
1095 |
+
for chat in st.session_state.chat_history:
|
1096 |
+
st.text_area("You said π¬:", chat["user"], height=100, disabled=True)
|
1097 |
+
st.text_area("Claude replied π€:", chat["claude"], height=200, disabled=True)
|
1098 |
+
st.markdown("---")
|
1099 |
+
|
1100 |
+
|
1101 |
+
# π File editor - "Edit with care, save with flair"
|
1102 |
+
if hasattr(st.session_state, 'current_file'):
|
1103 |
+
st.subheader(f"Editing: {st.session_state.current_file} π ")
|
1104 |
+
new_content = st.text_area("File Content βοΈ:", st.session_state.file_content, height=300)
|
1105 |
+
|
1106 |
+
# Preprocess the text before loading it into JSON - Added to protect copy paste into JSON to keep format.
|
1107 |
+
cleaned_doc_str = preprocess_text(new_content)
|
1108 |
+
new_doc = json.loads(cleaned_doc_str)
|
1109 |
+
new_content = cleaned_doc_str
|
1110 |
+
|
1111 |
+
if st.button("Save Changes πΎ"):
|
1112 |
+
with open(st.session_state.current_file, 'w', encoding='utf-8') as file:
|
1113 |
+
file.write(new_content)
|
1114 |
+
st.success("File updated successfully! π")
|
1115 |
+
|
1116 |
+
# π File management - "Manage many, maintain order"
|
1117 |
+
st.sidebar.title("π File Management")
|
1118 |
+
|
1119 |
+
all_files = glob.glob("*.md")
|
1120 |
+
all_files.sort(reverse=True)
|
1121 |
+
|
1122 |
+
if st.sidebar.button("π Delete All Files"):
|
1123 |
+
for file in all_files:
|
1124 |
+
os.remove(file)
|
1125 |
+
st.rerun()
|
1126 |
+
|
1127 |
+
if st.sidebar.button("β¬οΈ Download All Files"):
|
1128 |
+
zip_file = create_zip_of_files(all_files)
|
1129 |
+
st.sidebar.markdown(get_download_link(zip_file), unsafe_allow_html=True)
|
1130 |
+
|
1131 |
+
for file in all_files:
|
1132 |
+
col1, col2, col3, col4 = st.sidebar.columns([1,3,1,1])
|
1133 |
+
with col1:
|
1134 |
+
if st.button("π", key="view_"+file):
|
1135 |
+
st.session_state.current_file = file
|
1136 |
+
st.session_state.file_content = load_file(file)
|
1137 |
+
with col2:
|
1138 |
+
st.markdown(get_download_link(file), unsafe_allow_html=True)
|
1139 |
+
with col3:
|
1140 |
+
if st.button("π", key="edit_"+file):
|
1141 |
+
st.session_state.current_file = file
|
1142 |
+
st.session_state.file_content = load_file(file)
|
1143 |
+
with col4:
|
1144 |
+
if st.button("π", key="delete_"+file):
|
1145 |
+
os.remove(file)
|
1146 |
+
st.rerun()
|
1147 |
+
|
1148 |
+
except exceptions.CosmosHttpResponseError as e:
|
1149 |
+
st.error(f"Failed to connect to Cosmos DB. HTTP error: {str(e)} π¨")
|
1150 |
+
except Exception as e:
|
1151 |
+
st.error(f"An unexpected error occurred: {str(e)} π±")
|
1152 |
+
|
1153 |
+
if st.session_state.logged_in and st.sidebar.button("πͺ Logout"):
|
1154 |
+
Label = '#### πͺ Logout - All good things must come to an end'
|
1155 |
+
st.markdown(Label)
|
1156 |
+
st.session_state.logged_in = False
|
1157 |
+
st.session_state.selected_records.clear()
|
1158 |
+
st.session_state.client = None
|
1159 |
+
st.session_state.selected_database = None
|
1160 |
+
st.session_state.selected_container = None
|
1161 |
+
st.session_state.selected_document_id = None
|
1162 |
+
st.session_state.current_index = 0
|
1163 |
+
st.rerun()
|
1164 |
+
|
1165 |
+
if __name__ == "__main__":
|
1166 |
+
main()
|