awacke1 commited on
Commit
b0ec638
β€’
1 Parent(s): 1747567

Update backup10.app.py

Browse files
Files changed (1) hide show
  1. backup10.app.py +67 -190
backup10.app.py CHANGED
@@ -1,4 +1,4 @@
1
-
2
  import anthropic
3
  import base64
4
  import glob
@@ -15,7 +15,6 @@ import time
15
  import traceback
16
  import uuid
17
  import zipfile
18
-
19
  from PIL import Image
20
  from azure.cosmos import CosmosClient, exceptions
21
  from datetime import datetime
@@ -24,13 +23,13 @@ from github import Github
24
  from gradio_client import Client
25
  from urllib.parse import quote
26
 
 
27
  # 🎭 App Configuration - Because every app needs a good costume!
28
- Site_Name = 'πŸ™Git🌌CosmosπŸ’« - Azure Cosmos DB and Github Agent'
29
- title = "πŸ™Git🌌CosmosπŸ’« - Azure Cosmos DB and Github Agent"
30
  helpURL = 'https://huggingface.co/awacke1'
31
- bugURL = 'https://huggingface.co/spaces/awacke1'
32
  icons = 'πŸ™πŸŒŒπŸ’«'
33
-
34
  st.set_page_config(
35
  page_title=title,
36
  page_icon=icons,
@@ -43,6 +42,7 @@ st.set_page_config(
43
  }
44
  )
45
 
 
46
  # 🌌 Cosmos DB configuration - Where data goes to party!
47
  ENDPOINT = "https://acae-afd.documents.azure.com:443/"
48
  DATABASE_NAME = os.environ.get("COSMOS_DATABASE_NAME")
@@ -51,6 +51,7 @@ Key = os.environ.get("Key")
51
 
52
  # 🌐 Your local app URL - Home sweet home
53
  LOCAL_APP_URL = "https://huggingface.co/spaces/awacke1/AzureCosmosDBUI"
 
54
 
55
  # πŸ€– Anthropic configuration - Teaching machines to be more human (and funnier)
56
  client = anthropic.Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))
@@ -59,6 +60,8 @@ client = anthropic.Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))
59
  if "chat_history" not in st.session_state:
60
  st.session_state.chat_history = []
61
 
 
 
62
  # πŸ› οΈ Helper Functions - The unsung heroes of our code
63
 
64
  # πŸ“Ž Get a file download link - Making file sharing as easy as stealing candy from a baby
@@ -173,17 +176,16 @@ def update_record(container, updated_record):
173
  return False, f"An unexpected error occurred: {traceback.format_exc()} 😱"
174
 
175
  # πŸ—‘οΈ Delete record - Saying goodbye to data (it's not you, it's me)
176
- def delete_record(container, name, id):
177
  try:
178
- container.delete_item(item=id, partition_key=id)
179
- return True, f"Successfully deleted record with name: {name} and id: {id} πŸ—‘οΈ"
180
- except exceptions.CosmosResourceNotFoundError:
181
- return False, f"Record with id {id} not found. It may have been already deleted. πŸ•΅οΈβ€β™‚οΈ"
182
  except exceptions.CosmosHttpResponseError as e:
183
  return False, f"HTTP error occurred: {str(e)} 🚨"
184
  except Exception as e:
185
  return False, f"An unexpected error occurred: {traceback.format_exc()} 😱"
186
 
 
187
  # πŸ’Ύ Save to Cosmos DB - Preserving data for future generations (or just until the next update)
188
  def save_to_cosmos_db(container, query, response1, response2):
189
  try:
@@ -207,6 +209,8 @@ def save_to_cosmos_db(container, query, response1, response2):
207
  except Exception as e:
208
  st.error(f"An unexpected error occurred: {str(e)}")
209
 
 
 
210
  # πŸ™ GitHub functions - Where code goes to socialize
211
 
212
  # πŸ“₯ Download GitHub repo - Cloning repos like it's going out of style
@@ -228,24 +232,19 @@ def create_repo(g, repo_name):
228
  def push_to_github(local_path, repo, github_token):
229
  repo_url = f"https://{github_token}@github.com/{repo.full_name}.git"
230
  local_repo = Repo(local_path)
231
-
232
  if 'origin' in [remote.name for remote in local_repo.remotes]:
233
  origin = local_repo.remote('origin')
234
  origin.set_url(repo_url)
235
  else:
236
  origin = local_repo.create_remote('origin', repo_url)
237
-
238
  if not local_repo.heads:
239
  local_repo.git.checkout('-b', 'main')
240
  current_branch = 'main'
241
  else:
242
  current_branch = local_repo.active_branch.name
243
-
244
  local_repo.git.add(A=True)
245
-
246
  if local_repo.is_dirty():
247
  local_repo.git.commit('-m', 'Initial commit')
248
-
249
  origin.push(refspec=f'{current_branch}:{current_branch}')
250
 
251
 
@@ -254,14 +253,11 @@ def save_or_clone_to_cosmos_db(container, document=None, clone_id=None):
254
  timestamp = datetime.utcnow().strftime('%Y%m%d%H%M%S%f')
255
  random_component = ''.join(random.choices('abcdefghijklmnopqrstuvwxyz0123456789', k=8))
256
  return f"{timestamp}-{random_component}-{str(uuid.uuid4())}"
257
-
258
  max_retries = 10
259
  base_delay = 0.1
260
-
261
  for attempt in range(max_retries):
262
  try:
263
  new_id = generate_complex_unique_id()
264
-
265
  if clone_id:
266
  try:
267
  existing_doc = container.read_item(item=clone_id, partition_key=clone_id)
@@ -276,15 +272,12 @@ def save_or_clone_to_cosmos_db(container, document=None, clone_id=None):
276
  return False, f"Document with ID {clone_id} not found for cloning."
277
  else:
278
  if document is None:
279
- return False, "No document provided for saving"
280
-
281
  document['id'] = new_id
282
  document['created_at'] = datetime.utcnow().isoformat()
283
  new_doc = document
284
-
285
  response = container.create_item(body=new_doc)
286
  return True, f"{'Cloned' if clone_id else 'New'} document saved successfully with ID: {response['id']}"
287
-
288
  except exceptions.CosmosHttpResponseError as e:
289
  if e.status_code == 409:
290
  delay = base_delay * (2 ** attempt) + random.uniform(0, 0.1)
@@ -293,7 +286,6 @@ def save_or_clone_to_cosmos_db(container, document=None, clone_id=None):
293
  return False, f"Error saving to Cosmos DB: {str(e)}"
294
  except Exception as e:
295
  return False, f"An unexpected error occurred: {str(e)}"
296
-
297
  return False, "Failed to save document after maximum retries."
298
 
299
 
@@ -304,45 +296,37 @@ def archive_current_container(database_name, container_name, client):
304
  if os.path.exists(base_dir):
305
  shutil.rmtree(base_dir)
306
  os.makedirs(base_dir)
307
-
308
  db_client = client.get_database_client(database_name)
309
  container_client = db_client.get_container_client(container_name)
310
  items = list(container_client.read_all_items())
311
-
312
  container_dir = os.path.join(base_dir, container_name)
313
  os.makedirs(container_dir)
314
-
315
  for item in items:
316
  item_id = item.get('id', f"unknown_{datetime.now().strftime('%Y%m%d%H%M%S')}")
317
  with open(os.path.join(container_dir, f"{item_id}.json"), 'w') as f:
318
  json.dump(item, f, indent=2)
319
-
320
  archive_name = f"{container_name}_archive_{datetime.now().strftime('%Y%m%d%H%M%S')}"
321
  shutil.make_archive(archive_name, 'zip', base_dir)
322
-
323
  return get_download_link(f"{archive_name}.zip")
324
  except Exception as e:
325
  return f"An error occurred while archiving data: {str(e)} 😒"
326
 
 
327
  # πŸ” Search glossary - Finding needles in digital haystacks
328
  def search_glossary(query):
329
  st.markdown(f"### πŸ” SearchGlossary for: {query}")
330
-
331
  # Dropdown for model selection
332
  model_options = ['mistralai/Mixtral-8x7B-Instruct-v0.1', 'mistralai/Mistral-7B-Instruct-v0.2', 'google/gemma-7b-it', 'None']
333
  model_choice = st.selectbox('🧠 Select LLM Model', options=model_options, index=1)
334
-
335
  # Dropdown for database selection
336
  database_options = ['Semantic Search', 'Arxiv Search - Latest - (EXPERIMENTAL)']
337
  database_choice = st.selectbox('πŸ“š Select Database', options=database_options, index=0)
338
-
339
  # πŸ•΅οΈβ€β™‚οΈ Searching the glossary for: query
340
  all_results = ""
341
- st.markdown(f"- {query}")
342
-
343
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM
344
  client = Client("awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern")
345
-
346
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
347
  result = client.predict(
348
  prompt=query,
@@ -352,7 +336,6 @@ def search_glossary(query):
352
  )
353
  st.markdown(result)
354
  st.code(result, language="python", line_numbers=True)
355
-
356
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
357
  result2 = client.predict(
358
  prompt=query,
@@ -362,7 +345,6 @@ def search_glossary(query):
362
  )
363
  st.markdown(result2)
364
  st.code(result2, language="python", line_numbers=True)
365
-
366
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
367
  result3 = client.predict(
368
  prompt=query,
@@ -372,7 +354,6 @@ def search_glossary(query):
372
  )
373
  st.markdown(result3)
374
  st.code(result3, language="python", line_numbers=True)
375
-
376
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /update_with_rag_md
377
  response2 = client.predict(
378
  message=query, # str in 'parameter_13' Textbox component
@@ -381,19 +362,13 @@ def search_glossary(query):
381
  llm_model_picked="mistralai/Mistral-7B-Instruct-v0.2",
382
  api_name="/update_with_rag_md"
383
  )
384
-
385
  st.markdown(response2[0])
386
  st.code(response2[0], language="python", line_numbers=True, wrap_lines=True)
387
-
388
  st.markdown(response2[1])
389
  st.code(response2[1], language="python", line_numbers=True, wrap_lines=True)
390
-
391
  return result, result2, result3, response2
392
 
393
 
394
-
395
-
396
-
397
  # πŸ“ Generate a safe filename from the first few lines of content
398
  def generate_filename_from_content(content, file_type="md"):
399
  # Extract the first few lines or sentences
@@ -404,6 +379,7 @@ def generate_filename_from_content(content, file_type="md"):
404
  safe_name = safe_name[:50].strip() # Adjust length limit
405
  return f"{safe_name}.{file_type}"
406
 
 
407
  # πŸ’Ύ Create and save a file
408
  def create_file_from_content(content, should_save=True):
409
  if not should_save:
@@ -413,12 +389,12 @@ def create_file_from_content(content, should_save=True):
413
  file.write(content)
414
  return filename
415
 
 
416
  # πŸ“‚ Display list of saved .md files in the sidebar
417
  def display_saved_files_in_sidebar():
418
  all_files = glob.glob("*.md")
419
  all_files.sort(reverse=True)
420
  all_files = [file for file in all_files if not file.lower().startswith('readme')] # Exclude README.md
421
-
422
  st.sidebar.markdown("## πŸ“ Saved Markdown Files")
423
  for file in all_files:
424
  col1, col2, col3 = st.sidebar.columns([6, 2, 1])
@@ -435,7 +411,6 @@ def display_saved_files_in_sidebar():
435
  os.remove(file)
436
  st.rerun()
437
 
438
-
439
  def clone_record(container, clone_id):
440
  try:
441
  existing_doc = container.read_item(item=clone_id, partition_key=clone_id)
@@ -448,17 +423,14 @@ def clone_record(container, clone_id):
448
  new_doc['_etag'] = None
449
  new_doc['_attachments'] = None
450
  new_doc['_ts'] = None # Reset timestamp to be updated by Cosmos DB automatically
451
-
452
  # Insert the cloned document
453
  response = container.create_item(body=new_doc)
454
  st.success(f"Cloned document saved successfully with ID: {new_doc['id']} πŸŽ‰")
455
-
456
  # Refresh the documents in session state
457
  st.session_state.documents = list(container.query_items(
458
  query="SELECT * FROM c ORDER BY c._ts DESC",
459
  enable_cross_partition_query=True
460
  ))
461
-
462
  except exceptions.CosmosResourceNotFoundError:
463
  st.error(f"Document with ID {clone_id} not found for cloning.")
464
  except exceptions.CosmosHttpResponseError as e:
@@ -467,8 +439,6 @@ def clone_record(container, clone_id):
467
  st.error(f"An unexpected error occurred: {str(e)} 😱")
468
 
469
 
470
-
471
-
472
  def create_new_blank_record(container):
473
  try:
474
  # Get the structure of the latest document (to preserve schema)
@@ -477,54 +447,45 @@ def create_new_blank_record(container):
477
  new_doc_structure = latest_doc[0].copy()
478
  else:
479
  new_doc_structure = {}
480
-
481
  new_doc = {key: "" for key in new_doc_structure.keys()} # Set all fields to blank
482
  new_doc['id'] = generate_unique_id() # Generate new unique ID
483
  new_doc['createdAt'] = datetime.utcnow().isoformat() # Set creation time
484
-
485
  # Insert the new blank document
486
  response = container.create_item(body=new_doc)
487
  st.success(f"New blank document saved successfully with ID: {new_doc['id']} πŸŽ‰")
488
-
489
  # Refresh the documents in session state
490
  st.session_state.documents = list(container.query_items(
491
  query="SELECT * FROM c ORDER BY c._ts DESC",
492
  enable_cross_partition_query=True
493
  ))
494
-
495
  except exceptions.CosmosHttpResponseError as e:
496
  st.error(f"HTTP error occurred: {str(e)} 🚨")
497
  except Exception as e:
498
  st.error(f"An unexpected error occurred: {str(e)} 😱")
499
 
 
500
  # Function to preprocess the pasted content
501
  def preprocess_text(text):
502
  # Replace CRLF and other newline variations with the JSON newline escape sequence
503
  text = text.replace('\r\n', '\\n')
504
  text = text.replace('\r', '\\n')
505
  text = text.replace('\n', '\\n')
506
-
507
  # Escape double quotes inside the text
508
  text = text.replace('"', '\\"')
509
-
510
  # Optionally remove or handle other special characters that might not be JSON-safe
511
  # Here, we remove characters like tabs or non-ASCII characters (as an example)
512
  text = re.sub(r'[\t]', ' ', text) # Replace tabs with spaces
513
  text = re.sub(r'[^\x00-\x7F]+', '', text) # Remove non-ASCII characters
514
-
515
  # Normalize spaces (strip leading/trailing whitespace)
516
  text = text.strip()
517
  return text
518
 
519
-
520
-
521
 
522
  # 🎭 Main function - "All the world's a stage, and all the code merely players" -Shakespeare, probably
523
  def main():
524
  st.title("πŸ™Git🌌CosmosπŸ’« - Azure Cosmos DB and Github Agent")
525
 
526
-
527
-
528
  # 🎲 Session state vars - "Life is like a session state, you never know what you're gonna get"
529
  if 'logged_in' not in st.session_state:
530
  st.session_state.logged_in = False
@@ -543,8 +504,6 @@ def main():
543
  if 'cloned_doc' not in st.session_state:
544
  st.session_state.cloned_doc = None
545
 
546
-
547
-
548
  # πŸ” Query processing - "To search or not to search, that is the query"
549
  try:
550
  query_params = st.query_params
@@ -579,13 +538,10 @@ def main():
579
  st.error(f"HTTP error occurred: {str(e)} 🚨")
580
  except Exception as e:
581
  st.error(f"An unexpected error occurred: {str(e)} 😱")
582
-
583
  st.stop()
584
  except Exception as e:
585
  st.markdown(' ')
586
 
587
-
588
-
589
  # πŸ” Auth check - "With great keys come great connectivity"
590
  if Key:
591
  st.session_state.primary_key = Key
@@ -594,22 +550,17 @@ def main():
594
  st.error("Cosmos DB Key is not set in environment variables. πŸ”‘βŒ")
595
  return
596
 
597
-
598
-
599
  if st.session_state.logged_in:
600
  # 🌌 DB initialization - "In the beginning, there was connection string..."
601
  try:
602
  if st.session_state.client is None:
603
  st.session_state.client = CosmosClient(ENDPOINT, credential=st.session_state.primary_key)
604
-
605
  # πŸ“š Navigation setup - "Navigation is not about where you are, but where you're going"
606
  st.sidebar.title("πŸ™Git🌌CosmosπŸ’«πŸ—„οΈNavigator")
607
-
608
  databases = get_databases(st.session_state.client)
609
  selected_db = st.sidebar.selectbox("πŸ—ƒοΈ Select Database", databases)
 
610
 
611
-
612
-
613
  # πŸ”„ State management - "Change is the only constant in state management"
614
  if selected_db != st.session_state.selected_database:
615
  st.session_state.selected_database = selected_db
@@ -617,8 +568,6 @@ def main():
617
  st.session_state.selected_document_id = None
618
  st.session_state.current_index = 0
619
  st.rerun()
620
-
621
-
622
 
623
  if st.session_state.selected_database:
624
  database = st.session_state.client.get_database_client(st.session_state.selected_database)
@@ -634,7 +583,6 @@ def main():
634
 
635
  if st.session_state.selected_container:
636
  container = database.get_container_client(st.session_state.selected_container)
637
-
638
  # πŸ“¦ Export functionality - "Pack it, zip it, ship it"
639
  if st.sidebar.button("πŸ“¦ Export Container Data"):
640
  download_link = archive_current_container(st.session_state.selected_database,
@@ -645,17 +593,13 @@ def main():
645
  else:
646
  st.error(download_link)
647
 
648
-
649
-
650
  # πŸ“ Document handling - "Document, document, on the wall, who's the most recent of them all?"
651
  documents = get_documents(container)
652
  total_docs = len(documents)
653
-
654
  # Add a slider to let the user choose how many documents to display
655
  num_docs_to_display = st.slider(
656
- "Select number of documents to display", 5, 500, 20
657
  )
658
-
659
  # Adjust the document display logic based on the slider value
660
  if total_docs > num_docs_to_display:
661
  documents_to_display = documents[:num_docs_to_display]
@@ -664,19 +608,18 @@ def main():
664
  documents_to_display = documents
665
  st.sidebar.info(f"Showing all {len(documents_to_display)} documents.")
666
 
667
-
668
-
669
  if documents_to_display:
670
  # 🎨 View options - "Different strokes for different folks"
671
  view_options = ['Show as Markdown', 'Show as Code Editor', 'Show as Edit, Save, Run AI', 'Clone Document', 'New Record']
672
  selected_view = st.sidebar.selectbox("Select Viewer/Editor", view_options, index=2)
 
673
 
674
  if selected_view == 'Show as Markdown':
675
  Label = '# πŸ“„ Markdown view - Mark it down, mark it up'
676
  st.markdown(Label)
677
  total_docs = len(documents)
678
  doc = documents[st.session_state.current_index]
679
- st.markdown(f"#### Document ID: {doc.get('id', '')}")
680
 
681
  # πŸ•΅οΈ Value extraction - "Finding spaces in all the right places"
682
  values_with_space = []
@@ -699,8 +642,6 @@ def main():
699
  content = json.dumps(doc, indent=2)
700
  st.markdown(f"```json\n{content}\n```")
701
 
702
-
703
-
704
  # β¬…οΈβž‘οΈ Navigation - "Left and right, day and night"
705
  col_prev, col_next = st.columns([1, 1])
706
  with col_prev:
@@ -717,19 +658,16 @@ def main():
717
 
718
 
719
  elif selected_view == 'Show as Code Editor':
720
- Label = '# πŸ’» Code editor view - Code is poetry, bugs are typos'
721
  st.markdown(Label)
722
  total_docs = len(documents)
723
  doc = documents[st.session_state.current_index]
724
- st.markdown(f"#### Document ID: {doc.get('id', '')}")
725
  doc_str = st.text_area("Edit Document",
726
- value=json.dumps(doc, indent=2),
727
- height=300,
728
- key=f'code_editor_{st.session_state.current_index}')
729
-
730
-
731
 
732
- # β¬…οΈβž‘οΈ Navigation and save controls
733
  col_prev, col_next = st.columns([1, 1])
734
  with col_prev:
735
  if st.button("⬅️ Previous", key='prev_code'):
@@ -741,23 +679,33 @@ def main():
741
  if st.session_state.current_index < total_docs - 1:
742
  st.session_state.current_index += 1
743
  st.rerun()
744
-
745
-
746
 
747
- # πŸ’Ύ Save functionality - "Save early, save often"
748
- if st.button("πŸ’Ύ Save Changes", key=f'save_button_{st.session_state.current_index}'):
749
- try:
750
- updated_doc = json.loads(doc_str)
751
- success, message = update_record(container, updated_doc)
752
- if success:
753
- st.success(f"Document {updated_doc['id']} saved successfully.")
754
- st.session_state.selected_document_id = updated_doc['id']
755
- st.rerun()
756
- else:
757
- st.error(message)
758
- except json.JSONDecodeError as e:
759
- st.error(f"Invalid JSON: {str(e)} 🚫")
760
-
 
 
 
 
 
 
 
 
 
 
 
 
761
 
762
 
763
  elif selected_view == 'Show as Edit, Save, Run AI':
@@ -768,17 +716,15 @@ def main():
768
  num_cols = len(documents_to_display)
769
  cols = st.columns(num_cols)
770
 
771
-
772
-
773
  for idx, (col, doc) in enumerate(zip(cols, documents_to_display)):
774
  with col:
775
 
776
- st.markdown(f"##### Document ID: {doc.get('id', '')}")
777
  editable_id = st.text_input("ID", value=doc.get('id', ''), key=f'edit_id_{idx}')
778
  editable_doc = doc.copy()
779
  editable_doc.pop('id', None)
780
 
781
- st.markdown(f"##### Document Name: {doc.get('name', '')}")
782
  editable_id = st.text_input("Name", value=doc.get('name', ''), key=f'edit_name_{idx}')
783
  editable_doc = doc.copy()
784
  editable_doc.pop('name', None)
@@ -789,10 +735,9 @@ def main():
789
  height=300,
790
  key=f'doc_str_{idx}')
791
 
792
-
793
-
794
  # πŸ’ΎπŸ€– Save and AI operations
795
- col_save, col_ai = st.columns(2)
 
796
  with col_save:
797
  if st.button("πŸ’Ύ Save Changes", key=f'save_button_{idx}'):
798
  try:
@@ -807,13 +752,12 @@ def main():
807
  st.error(message)
808
  except json.JSONDecodeError as e:
809
  st.error(f"Invalid JSON: {str(e)} 🚫")
810
-
811
-
812
  with col_ai:
813
  if st.button("πŸ€– Run AI", key=f'run_with_ai_button_{idx}'):
814
  search_glossary(json.dumps(editable_doc, indent=2))
815
-
816
 
 
817
  elif selected_view == 'Clone Document':
818
  st.markdown("#### Clone a document:")
819
 
@@ -848,6 +792,8 @@ def main():
848
  st.error("Failed to create new document")
849
  except Exception as e:
850
  st.error(f"Error creating document: {str(e)}")
 
 
851
  elif selected_view == 'New Record':
852
  st.markdown("#### Create a new document:")
853
 
@@ -903,61 +849,7 @@ def main():
903
  else:
904
  st.info("No documents to display. 🧐")
905
 
906
- elif selected_view == 'New Record2':
907
- st.markdown("#### Create a new document:")
908
-
909
- if st.button("πŸ€– Insert Auto-Generated Record"):
910
- auto_doc = {
911
- "id": generate_unique_id(),
912
- "name": f"Auto-generated Record {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}",
913
- "content": "This is an auto-generated record.",
914
- "timestamp": datetime.now().isoformat()
915
- }
916
- success, message = save_or_clone_to_cosmos_db(container, document=auto_doc)
917
- if success:
918
- st.success(message)
919
- st.rerun()
920
- else:
921
- st.error(message)
922
- else:
923
- new_id = st.text_input("ID", value=generate_unique_id(), key='new_id')
924
- default_doc = {
925
- "id": new_id,
926
- "name": "New Document",
927
- "content": "",
928
- "timestamp": datetime.now().isoformat()
929
- }
930
- new_doc_str = st.text_area("Document Content (in JSON format)",
931
- value=json.dumps(default_doc, indent=2),
932
- height=300)
933
-
934
- if st.button("βž• Create New Document"):
935
- try:
936
- new_doc = json.loads(new_doc_str)
937
- new_doc['id'] = new_id # Ensure ID matches input field
938
- success, message = insert_record(container, new_doc)
939
- if success:
940
- st.success(f"New document created with id: {new_doc['id']} πŸŽ‰")
941
- st.session_state.selected_document_id = new_doc['id']
942
- st.rerun()
943
- else:
944
- st.error(message)
945
- except json.JSONDecodeError as e:
946
- st.error(f"Invalid JSON: {str(e)} 🚫")
947
-
948
-
949
- st.subheader(f"πŸ“Š Container: {st.session_state.selected_container}")
950
- if st.session_state.selected_container:
951
- if documents_to_display:
952
- Label = '# πŸ“Š Data display - Data tells tales that words cannot'
953
- st.markdown(Label)
954
- df = pd.DataFrame(documents_to_display)
955
- st.dataframe(df)
956
- else:
957
- st.info("No documents to display. 🧐")
958
-
959
 
960
-
961
  Label = '# πŸ™ GitHub integration - Git happens'
962
  st.subheader("πŸ™ GitHub Operations")
963
  github_token = os.environ.get("GITHUB")
@@ -966,8 +858,6 @@ def main():
966
  new_repo_name = st.text_input("New Repository Name (for cloning)",
967
  value=f"AIExample-Clone-{datetime.now().strftime('%Y%m%d_%H%M%S')}")
968
 
969
-
970
-
971
  col1, col2 = st.columns(2)
972
  with col1:
973
  if st.button("πŸ“₯ Clone Repository"):
@@ -991,8 +881,6 @@ def main():
991
  else:
992
  st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided. πŸ”‘β“")
993
 
994
-
995
-
996
  with col2:
997
  if st.button("πŸ“€ Push to New Repository"):
998
  if github_token and source_repo:
@@ -1013,7 +901,6 @@ def main():
1013
  else:
1014
  st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided. πŸ”‘β“")
1015
 
1016
-
1017
 
1018
  st.subheader("πŸ’¬ Chat with Claude")
1019
  user_input = st.text_area("Message πŸ“¨:", height=100)
@@ -1031,12 +918,9 @@ def main():
1031
  )
1032
  st.write("Claude's reply 🧠:")
1033
  st.write(response.content[0].text)
1034
-
1035
  filename = generate_filename(user_input, "md")
1036
  create_file(filename, user_input, response.content[0].text)
1037
-
1038
  st.session_state.chat_history.append({"user": user_input, "claude": response.content[0].text})
1039
-
1040
  # Save to Cosmos DB
1041
  save_to_cosmos_db(container, user_input, response.content[0].text, "")
1042
 
@@ -1048,8 +932,7 @@ def main():
1048
  st.text_area("You said πŸ’¬:", chat["user"], height=100, disabled=True)
1049
  st.text_area("Claude replied πŸ€–:", chat["claude"], height=200, disabled=True)
1050
  st.markdown("---")
1051
-
1052
-
1053
 
1054
  # πŸ“ File editor - "Edit with care, save with flair"
1055
  if hasattr(st.session_state, 'current_file'):
@@ -1066,8 +949,6 @@ def main():
1066
  file.write(new_content)
1067
  st.success("File updated successfully! πŸŽ‰")
1068
 
1069
-
1070
-
1071
  # πŸ“‚ File management - "Manage many, maintain order"
1072
  st.sidebar.title("πŸ“ File Management")
1073
 
@@ -1100,14 +981,10 @@ def main():
1100
  os.remove(file)
1101
  st.rerun()
1102
 
1103
-
1104
-
1105
  except exceptions.CosmosHttpResponseError as e:
1106
  st.error(f"Failed to connect to Cosmos DB. HTTP error: {str(e)} 🚨")
1107
  except Exception as e:
1108
  st.error(f"An unexpected error occurred: {str(e)} 😱")
1109
-
1110
-
1111
 
1112
  if st.session_state.logged_in and st.sidebar.button("πŸšͺ Logout"):
1113
  Label = '# πŸšͺ Logout - All good things must come to an end'
 
1
+ # Import libraries and references:
2
  import anthropic
3
  import base64
4
  import glob
 
15
  import traceback
16
  import uuid
17
  import zipfile
 
18
  from PIL import Image
19
  from azure.cosmos import CosmosClient, exceptions
20
  from datetime import datetime
 
23
  from gradio_client import Client
24
  from urllib.parse import quote
25
 
26
+
27
  # 🎭 App Configuration - Because every app needs a good costume!
28
+ Site_Name = 'πŸ™GitCosmos🌌 - AI Azure Cosmos DB and Github Agent'
29
+ title = "πŸ™GitCosmos🌌 - AI Azure Cosmos DB and Github Agent"
30
  helpURL = 'https://huggingface.co/awacke1'
31
+ bugURL = 'https://huggingface.co/spaces/awacke1/AzureCosmosDBUI/'
32
  icons = 'πŸ™πŸŒŒπŸ’«'
 
33
  st.set_page_config(
34
  page_title=title,
35
  page_icon=icons,
 
42
  }
43
  )
44
 
45
+
46
  # 🌌 Cosmos DB configuration - Where data goes to party!
47
  ENDPOINT = "https://acae-afd.documents.azure.com:443/"
48
  DATABASE_NAME = os.environ.get("COSMOS_DATABASE_NAME")
 
51
 
52
  # 🌐 Your local app URL - Home sweet home
53
  LOCAL_APP_URL = "https://huggingface.co/spaces/awacke1/AzureCosmosDBUI"
54
+ 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
  # πŸ€– Anthropic configuration - Teaching machines to be more human (and funnier)
57
  client = anthropic.Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))
 
60
  if "chat_history" not in st.session_state:
61
  st.session_state.chat_history = []
62
 
63
+
64
+
65
  # πŸ› οΈ Helper Functions - The unsung heroes of our code
66
 
67
  # πŸ“Ž Get a file download link - Making file sharing as easy as stealing candy from a baby
 
176
  return False, f"An unexpected error occurred: {traceback.format_exc()} 😱"
177
 
178
  # πŸ—‘οΈ 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. πŸ—‘οΈ"
 
 
183
  except exceptions.CosmosHttpResponseError as e:
184
  return False, f"HTTP error occurred: {str(e)} 🚨"
185
  except Exception as e:
186
  return False, f"An unexpected error occurred: {traceback.format_exc()} 😱"
187
 
188
+
189
  # πŸ’Ύ 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:
 
209
  except Exception as e:
210
  st.error(f"An unexpected error occurred: {str(e)}")
211
 
212
+
213
+
214
  # πŸ™ GitHub functions - Where code goes to socialize
215
 
216
  # πŸ“₯ Download GitHub repo - Cloning repos like it's going out of style
 
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
 
 
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)
 
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)
 
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
 
 
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)} 😒"
313
 
314
+
315
  # πŸ” Search glossary - Finding needles in digital haystacks
316
  def search_glossary(query):
317
  st.markdown(f"### πŸ” SearchGlossary for: {query}")
 
318
  # Dropdown for model selection
319
  model_options = ['mistralai/Mixtral-8x7B-Instruct-v0.1', 'mistralai/Mistral-7B-Instruct-v0.2', 'google/gemma-7b-it', 'None']
320
  model_choice = st.selectbox('🧠 Select LLM Model', options=model_options, index=1)
 
321
  # Dropdown for database selection
322
  database_options = ['Semantic Search', 'Arxiv Search - Latest - (EXPERIMENTAL)']
323
  database_choice = st.selectbox('πŸ“š Select Database', options=database_options, index=0)
 
324
  # πŸ•΅οΈβ€β™‚οΈ Searching the glossary for: query
325
  all_results = ""
326
+ #st.markdown(f"- {query}")
327
+
328
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM
329
  client = Client("awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern")
 
330
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
331
  result = client.predict(
332
  prompt=query,
 
336
  )
337
  st.markdown(result)
338
  st.code(result, language="python", line_numbers=True)
 
339
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
340
  result2 = client.predict(
341
  prompt=query,
 
345
  )
346
  st.markdown(result2)
347
  st.code(result2, language="python", line_numbers=True)
 
348
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
349
  result3 = client.predict(
350
  prompt=query,
 
354
  )
355
  st.markdown(result3)
356
  st.code(result3, language="python", line_numbers=True)
 
357
  # πŸ” ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /update_with_rag_md
358
  response2 = client.predict(
359
  message=query, # str in 'parameter_13' Textbox component
 
362
  llm_model_picked="mistralai/Mistral-7B-Instruct-v0.2",
363
  api_name="/update_with_rag_md"
364
  )
 
365
  st.markdown(response2[0])
366
  st.code(response2[0], language="python", line_numbers=True, wrap_lines=True)
 
367
  st.markdown(response2[1])
368
  st.code(response2[1], language="python", line_numbers=True, wrap_lines=True)
 
369
  return result, result2, result3, response2
370
 
371
 
 
 
 
372
  # πŸ“ Generate a safe filename from the first few lines of content
373
  def generate_filename_from_content(content, file_type="md"):
374
  # Extract the first few lines or sentences
 
379
  safe_name = safe_name[:50].strip() # Adjust length limit
380
  return f"{safe_name}.{file_type}"
381
 
382
+
383
  # πŸ’Ύ Create and save a file
384
  def create_file_from_content(content, should_save=True):
385
  if not should_save:
 
389
  file.write(content)
390
  return filename
391
 
392
+
393
  # πŸ“‚ Display list of saved .md files in the sidebar
394
  def display_saved_files_in_sidebar():
395
  all_files = glob.glob("*.md")
396
  all_files.sort(reverse=True)
397
  all_files = [file for file in all_files if not file.lower().startswith('readme')] # Exclude README.md
 
398
  st.sidebar.markdown("## πŸ“ Saved Markdown Files")
399
  for file in all_files:
400
  col1, col2, col3 = st.sidebar.columns([6, 2, 1])
 
411
  os.remove(file)
412
  st.rerun()
413
 
 
414
  def clone_record(container, clone_id):
415
  try:
416
  existing_doc = container.read_item(item=clone_id, partition_key=clone_id)
 
423
  new_doc['_etag'] = None
424
  new_doc['_attachments'] = None
425
  new_doc['_ts'] = None # Reset timestamp to be updated by Cosmos DB automatically
 
426
  # Insert the cloned document
427
  response = container.create_item(body=new_doc)
428
  st.success(f"Cloned document saved successfully with ID: {new_doc['id']} πŸŽ‰")
 
429
  # Refresh the documents in session state
430
  st.session_state.documents = list(container.query_items(
431
  query="SELECT * FROM c ORDER BY c._ts DESC",
432
  enable_cross_partition_query=True
433
  ))
 
434
  except exceptions.CosmosResourceNotFoundError:
435
  st.error(f"Document with ID {clone_id} not found for cloning.")
436
  except exceptions.CosmosHttpResponseError as e:
 
439
  st.error(f"An unexpected error occurred: {str(e)} 😱")
440
 
441
 
 
 
442
  def create_new_blank_record(container):
443
  try:
444
  # Get the structure of the latest document (to preserve schema)
 
447
  new_doc_structure = latest_doc[0].copy()
448
  else:
449
  new_doc_structure = {}
 
450
  new_doc = {key: "" for key in new_doc_structure.keys()} # Set all fields to blank
451
  new_doc['id'] = generate_unique_id() # Generate new unique ID
452
  new_doc['createdAt'] = datetime.utcnow().isoformat() # Set creation time
 
453
  # Insert the new blank document
454
  response = container.create_item(body=new_doc)
455
  st.success(f"New blank document saved successfully with ID: {new_doc['id']} πŸŽ‰")
 
456
  # Refresh the documents in session state
457
  st.session_state.documents = list(container.query_items(
458
  query="SELECT * FROM c ORDER BY c._ts DESC",
459
  enable_cross_partition_query=True
460
  ))
 
461
  except exceptions.CosmosHttpResponseError as e:
462
  st.error(f"HTTP error occurred: {str(e)} 🚨")
463
  except Exception as e:
464
  st.error(f"An unexpected error occurred: {str(e)} 😱")
465
 
466
+
467
  # Function to preprocess the pasted content
468
  def preprocess_text(text):
469
  # Replace CRLF and other newline variations with the JSON newline escape sequence
470
  text = text.replace('\r\n', '\\n')
471
  text = text.replace('\r', '\\n')
472
  text = text.replace('\n', '\\n')
 
473
  # Escape double quotes inside the text
474
  text = text.replace('"', '\\"')
 
475
  # Optionally remove or handle other special characters that might not be JSON-safe
476
  # Here, we remove characters like tabs or non-ASCII characters (as an example)
477
  text = re.sub(r'[\t]', ' ', text) # Replace tabs with spaces
478
  text = re.sub(r'[^\x00-\x7F]+', '', text) # Remove non-ASCII characters
 
479
  # Normalize spaces (strip leading/trailing whitespace)
480
  text = text.strip()
481
  return text
482
 
483
+
 
484
 
485
  # 🎭 Main function - "All the world's a stage, and all the code merely players" -Shakespeare, probably
486
  def main():
487
  st.title("πŸ™Git🌌CosmosπŸ’« - Azure Cosmos DB and Github Agent")
488
 
 
 
489
  # 🎲 Session state vars - "Life is like a session state, you never know what you're gonna get"
490
  if 'logged_in' not in st.session_state:
491
  st.session_state.logged_in = False
 
504
  if 'cloned_doc' not in st.session_state:
505
  st.session_state.cloned_doc = None
506
 
 
 
507
  # πŸ” Query processing - "To search or not to search, that is the query"
508
  try:
509
  query_params = st.query_params
 
538
  st.error(f"HTTP error occurred: {str(e)} 🚨")
539
  except Exception as e:
540
  st.error(f"An unexpected error occurred: {str(e)} 😱")
 
541
  st.stop()
542
  except Exception as e:
543
  st.markdown(' ')
544
 
 
 
545
  # πŸ” Auth check - "With great keys come great connectivity"
546
  if Key:
547
  st.session_state.primary_key = Key
 
550
  st.error("Cosmos DB Key is not set in environment variables. πŸ”‘βŒ")
551
  return
552
 
 
 
553
  if st.session_state.logged_in:
554
  # 🌌 DB initialization - "In the beginning, there was connection string..."
555
  try:
556
  if st.session_state.client is None:
557
  st.session_state.client = CosmosClient(ENDPOINT, credential=st.session_state.primary_key)
 
558
  # πŸ“š Navigation setup - "Navigation is not about where you are, but where you're going"
559
  st.sidebar.title("πŸ™Git🌌CosmosπŸ’«πŸ—„οΈNavigator")
 
560
  databases = get_databases(st.session_state.client)
561
  selected_db = st.sidebar.selectbox("πŸ—ƒοΈ Select Database", databases)
562
+ st.markdown(CosmosDBUrl)
563
 
 
 
564
  # πŸ”„ State management - "Change is the only constant in state management"
565
  if selected_db != st.session_state.selected_database:
566
  st.session_state.selected_database = selected_db
 
568
  st.session_state.selected_document_id = None
569
  st.session_state.current_index = 0
570
  st.rerun()
 
 
571
 
572
  if st.session_state.selected_database:
573
  database = st.session_state.client.get_database_client(st.session_state.selected_database)
 
583
 
584
  if st.session_state.selected_container:
585
  container = database.get_container_client(st.session_state.selected_container)
 
586
  # πŸ“¦ Export functionality - "Pack it, zip it, ship it"
587
  if st.sidebar.button("πŸ“¦ Export Container Data"):
588
  download_link = archive_current_container(st.session_state.selected_database,
 
593
  else:
594
  st.error(download_link)
595
 
 
 
596
  # πŸ“ Document handling - "Document, document, on the wall, who's the most recent of them all?"
597
  documents = get_documents(container)
598
  total_docs = len(documents)
 
599
  # Add a slider to let the user choose how many documents to display
600
  num_docs_to_display = st.slider(
601
+ "Select number of documents to display", 1, 20, 3
602
  )
 
603
  # Adjust the document display logic based on the slider value
604
  if total_docs > num_docs_to_display:
605
  documents_to_display = documents[:num_docs_to_display]
 
608
  documents_to_display = documents
609
  st.sidebar.info(f"Showing all {len(documents_to_display)} documents.")
610
 
 
 
611
  if documents_to_display:
612
  # 🎨 View options - "Different strokes for different folks"
613
  view_options = ['Show as Markdown', 'Show as Code Editor', 'Show as Edit, Save, Run AI', 'Clone Document', 'New Record']
614
  selected_view = st.sidebar.selectbox("Select Viewer/Editor", view_options, index=2)
615
+
616
 
617
  if selected_view == 'Show as Markdown':
618
  Label = '# πŸ“„ Markdown view - Mark it down, mark it up'
619
  st.markdown(Label)
620
  total_docs = len(documents)
621
  doc = documents[st.session_state.current_index]
622
+ # st.markdown(f"#### Document ID: {doc.get('id', '')}")
623
 
624
  # πŸ•΅οΈ Value extraction - "Finding spaces in all the right places"
625
  values_with_space = []
 
642
  content = json.dumps(doc, indent=2)
643
  st.markdown(f"```json\n{content}\n```")
644
 
 
 
645
  # β¬…οΈβž‘οΈ Navigation - "Left and right, day and night"
646
  col_prev, col_next = st.columns([1, 1])
647
  with col_prev:
 
658
 
659
 
660
  elif selected_view == 'Show as Code Editor':
661
+ Label = '# πŸ’» Code editor view'
662
  st.markdown(Label)
663
  total_docs = len(documents)
664
  doc = documents[st.session_state.current_index]
665
+ # st.markdown(f"#### Document ID: {doc.get('id', '')}")
666
  doc_str = st.text_area("Edit Document",
667
+ value=json.dumps(doc, indent=2),
668
+ height=300,
669
+ key=f'code_editor_{st.session_state.current_index}')
 
 
670
 
 
671
  col_prev, col_next = st.columns([1, 1])
672
  with col_prev:
673
  if st.button("⬅️ Previous", key='prev_code'):
 
679
  if st.session_state.current_index < total_docs - 1:
680
  st.session_state.current_index += 1
681
  st.rerun()
 
 
682
 
683
+ col_save, col_delete = st.columns([1, 1])
684
+ with col_save:
685
+ if st.button("πŸ’Ύ Save Changes", key=f'save_button_{st.session_state.current_index}'):
686
+ try:
687
+ updated_doc = json.loads(doc_str)
688
+ response = container.upsert_item(body=updated_doc)
689
+ if response:
690
+ st.success(f"Document {updated_doc['id']} saved successfully.")
691
+ st.session_state.selected_document_id = updated_doc['id']
692
+ st.rerun()
693
+ except Exception as e:
694
+ st.error(f"Error saving document: {str(e)}")
695
+
696
+ with col_delete:
697
+ if st.button("πŸ—‘οΈ Delete", key=f'delete_button_{st.session_state.current_index}'):
698
+ try:
699
+ current_doc = json.loads(doc_str)
700
+ # Direct deletion using container method with id and partition key
701
+ delete = container.delete_item(current_doc["id"], current_doc["id"])
702
+ if delete:
703
+ st.success(f"Document {current_doc['id']} deleted successfully.")
704
+ if st.session_state.current_index > 0:
705
+ st.session_state.current_index -= 1
706
+ st.rerun()
707
+ except Exception as e:
708
+ st.error(f"Error deleting document: {str(e)}")
709
 
710
 
711
  elif selected_view == 'Show as Edit, Save, Run AI':
 
716
  num_cols = len(documents_to_display)
717
  cols = st.columns(num_cols)
718
 
 
 
719
  for idx, (col, doc) in enumerate(zip(cols, documents_to_display)):
720
  with col:
721
 
722
+ # st.markdown(f"##### Document ID: {doc.get('id', '')}")
723
  editable_id = st.text_input("ID", value=doc.get('id', ''), key=f'edit_id_{idx}')
724
  editable_doc = doc.copy()
725
  editable_doc.pop('id', None)
726
 
727
+ # st.markdown(f"##### Document Name: {doc.get('name', '')}")
728
  editable_id = st.text_input("Name", value=doc.get('name', ''), key=f'edit_name_{idx}')
729
  editable_doc = doc.copy()
730
  editable_doc.pop('name', None)
 
735
  height=300,
736
  key=f'doc_str_{idx}')
737
 
 
 
738
  # πŸ’ΎπŸ€– Save and AI operations
739
+ col_save, col_ai, col_delete = st.columns(3)
740
+
741
  with col_save:
742
  if st.button("πŸ’Ύ Save Changes", key=f'save_button_{idx}'):
743
  try:
 
752
  st.error(message)
753
  except json.JSONDecodeError as e:
754
  st.error(f"Invalid JSON: {str(e)} 🚫")
755
+
 
756
  with col_ai:
757
  if st.button("πŸ€– Run AI", key=f'run_with_ai_button_{idx}'):
758
  search_glossary(json.dumps(editable_doc, indent=2))
 
759
 
760
+
761
  elif selected_view == 'Clone Document':
762
  st.markdown("#### Clone a document:")
763
 
 
792
  st.error("Failed to create new document")
793
  except Exception as e:
794
  st.error(f"Error creating document: {str(e)}")
795
+
796
+
797
  elif selected_view == 'New Record':
798
  st.markdown("#### Create a new document:")
799
 
 
849
  else:
850
  st.info("No documents to display. 🧐")
851
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
852
 
 
853
  Label = '# πŸ™ GitHub integration - Git happens'
854
  st.subheader("πŸ™ GitHub Operations")
855
  github_token = os.environ.get("GITHUB")
 
858
  new_repo_name = st.text_input("New Repository Name (for cloning)",
859
  value=f"AIExample-Clone-{datetime.now().strftime('%Y%m%d_%H%M%S')}")
860
 
 
 
861
  col1, col2 = st.columns(2)
862
  with col1:
863
  if st.button("πŸ“₯ Clone Repository"):
 
881
  else:
882
  st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided. πŸ”‘β“")
883
 
 
 
884
  with col2:
885
  if st.button("πŸ“€ Push to New Repository"):
886
  if github_token and source_repo:
 
901
  else:
902
  st.error("Please ensure GitHub token is set in environment variables and source repository URL is provided. πŸ”‘β“")
903
 
 
904
 
905
  st.subheader("πŸ’¬ Chat with Claude")
906
  user_input = st.text_area("Message πŸ“¨:", height=100)
 
918
  )
919
  st.write("Claude's reply 🧠:")
920
  st.write(response.content[0].text)
 
921
  filename = generate_filename(user_input, "md")
922
  create_file(filename, user_input, response.content[0].text)
 
923
  st.session_state.chat_history.append({"user": user_input, "claude": response.content[0].text})
 
924
  # Save to Cosmos DB
925
  save_to_cosmos_db(container, user_input, response.content[0].text, "")
926
 
 
932
  st.text_area("You said πŸ’¬:", chat["user"], height=100, disabled=True)
933
  st.text_area("Claude replied πŸ€–:", chat["claude"], height=200, disabled=True)
934
  st.markdown("---")
935
+
 
936
 
937
  # πŸ“ File editor - "Edit with care, save with flair"
938
  if hasattr(st.session_state, 'current_file'):
 
949
  file.write(new_content)
950
  st.success("File updated successfully! πŸŽ‰")
951
 
 
 
952
  # πŸ“‚ File management - "Manage many, maintain order"
953
  st.sidebar.title("πŸ“ File Management")
954
 
 
981
  os.remove(file)
982
  st.rerun()
983
 
 
 
984
  except exceptions.CosmosHttpResponseError as e:
985
  st.error(f"Failed to connect to Cosmos DB. HTTP error: {str(e)} 🚨")
986
  except Exception as e:
987
  st.error(f"An unexpected error occurred: {str(e)} 😱")
 
 
988
 
989
  if st.session_state.logged_in and st.sidebar.button("πŸšͺ Logout"):
990
  Label = '# πŸšͺ Logout - All good things must come to an end'