feat: Added and linted all the files for Agent-Assist App.

[nitchandak]

Description

Thank you for opening a Pull Request!
Before submitting your PR, there are a few things you can do to make sure it goes smoothly:

• Follow the CONTRIBUTING Guide.
• You are listed as the author in your notebook or README file.
  • Your account is listed in CODEOWNERS for the file(s).
• Make your Pull Request title in the https://www.conventionalcommits.org/ specification.
• Ensure the tests and linter pass (Run nox -s format from the repository root to format).
• Appropriate docs were updated (if necessary)

Fixes #<issue_number_goes_here> 🦕

[conventional-commit-lint-gcf]

🤖 I detect that the PR title and the commit message differ and there's only one commit. To use the PR title for the commit history, you can use Github's automerge feature with squashing, or use automerge label. Good luck human!

-- conventional-commit-lint bot
https://conventionalcommits.org/

[holtskinner]

This is an incredibly large Pull Request.

Quite a few of these files probably shouldn't be checked into a Git Repository.

We have a Google Cloud Storage Bucket gs://github-repo/ for related files for Notebooks/Sample Apps in this repo. I can upload files for you.

Can you please go through the files and determine which of them are needed for the app to function? The others, like the pickle, JSON, txt, images should probably go in the bucket and be linked from the other files to prevent the repo from getting too large.

[nitchandak]

This is an incredibly large Pull Request.

Quite a few of these files probably shouldn't be checked into a Git Repository.

We have a Google Cloud Storage Bucket gs://github-repo/ for related files for Notebooks/Sample Apps in this repo. I can upload files for you.

Can you please go through the files and determine which of them are needed for the app to function? The others, like the pickle, JSON, txt, images should probably go in the bucket and be linked from the other files to prevent the repo from getting too large.

We have identified these files and folders that can be stored in cloud bucket:
backend/src/chatbot_dir/agents/search_agent/preprocessing/table/one_shot/input.txt
backend/src/chatbot_dir/agents/search_agent/preprocessing/table/one_shot/output.txt
backend/src/data
frontend/src/components/Chatbot/google-bard-icon.png
frontend/src/components/Chatbot/send-button.png
frontend/src/pages/HomePage/home_page.png
frontend/src/pages/Layout/robot-assistant.png
frontend/src/logo.svg

[holtskinner]

Please resolve spelling errors shown in this check https://github.com/GoogleCloudPlatform/generative-ai/actions/runs/9101630581/attempts/1#summary-25019286805

For items that aren't errors, you can follow the instructions to add them to the list of approved terms.

[github-actions]

@check-spelling-bot Report

🔴 Please review

See the 📂 files view, the 📜action log, or 📝 job summary for details.

Unrecognized words (64)

agentname
ampm
atch
Bhupa
Bupa
CALSCALE
channit
dateutil
dayjs
diabling
DTEND
DTSTAMP
DTSTART
emailid
emailsent
fns
GMeet
Griha
GST
gunicorn
HDFC
ical
ICICI
ics
inbox
indexend
inr
insta
jdx
Jeevan
johnsmith
jsonify
kanbanrow
kavach
Koustav
KPIs
kwards
LIC
momment
ocation
ocr
openrate
pased
pytz
Raksha
RDATE
respone
SBI
Shashwat
socketio
sqldf
tdata
TPA
TTFB
tvads
TZID
userid
VCALENDAR
VEVENT
vmin
VTIMEZONE
webfonts
XAxis
YAxis

Errors (2)

See the 📂 files view, the 📜action log, or 📝 job summary for details.

❌ Errors	Count
⚠️ binary-file	6
❌ check-file-path	1

See ❌ Event descriptions for more information.

If the flagged items are 🤯 false positives

If items relate to a ...

• binary file (or some other file you wouldn't want to check at all).

  Please add a file path to the excludes.txt file matching the containing file.

  File paths are Perl 5 Regular Expressions - you can test yours before committing to verify it will match your files.

  ^ refers to the file's path from the root of the repository, so ^README\.md$ would exclude README.md (on whichever branch you're using).

• well-formed pattern.

  If you can write a pattern that would match it,
  try adding it to the patterns.txt file.

  Patterns are Perl 5 Regular Expressions - you can test yours before committing to verify it will match your lines.

  Note that patterns can't match multiline strings.

🚂 If you're seeing this message and your PR is from a branch that doesn't have check-spelling,
please merge to your PR's base branch to get the version configured for your repository.

[holtskinner]

Look over the following and apply suggestions where relevant.

Be sure to fix the above listed spelling errors as well. Leave false positives alone, I can add them to the allowlist.

Code Analysis from Gemini ✨

Analysis of Pull Request: feat: Added and linted all the files for Agent-Assist App.

This pull request adds a new Agent-Assist application to the generative-ai repository. While the code seems functional, several improvements can be made for clarity, consistency, and potential bug fixes. Let's analyze each file:

File: gemini/sample-apps/agent-assist/README.md

• No bugs found.
• Improvements:
  • Structure: Consider organizing the Components section into a table format for better readability.
  • Image Descriptions: Add more descriptive alt text to the images for accessibility.
  • Code References: Instead of mentioning the folder path, provide links to the specific files for easier navigation.
  • Clarify 'pas': The "Working of the Chatbot" section mentions "pas to each agent". This should be corrected to "passed to each agent".

File: gemini/sample-apps/agent-assist/SETUP.md

• No bugs found.
• Improvements:
  • API Enablement: The command provided to enable APIs is quite long. Consider using a separate line for each API for readability.
  • config.py: Clarify that the user needs to create the file backend/src/config.py if it does not exist before updating the fields.
  • gcloud run deploy: The command does not specify the project ID. You should add --project <PROJECT_ID> to the command for clarity and correct deployment.
  • Deployment Instructions: Mention that the user should verify the deployment by checking the Cloud Run Service in the console after the deployment is complete.

File: gemini/sample-apps/agent-assist/backend/Dockerfile

• No bugs found.
• Improvements:
  • Image Tag: Specify a more descriptive tag for the Docker image (e.g., FROM python:3.9-slim for a smaller image size).
  • requirements.txt: Instead of using --no-cache-dir, consider using a caching layer in the Dockerfile (using COPY . . && RUN pip install ...) for better build performance.

File: gemini/sample-apps/agent-assist/backend/requirements.txt

• No bugs found.
• Improvements:
  • Version Pinning: It's generally recommended to pin specific versions of packages in requirements.txt to avoid unexpected behavior due to version conflicts during deployment.
  • Package Sorting: Sort the packages alphabetically for better readability.

File: gemini/sample-apps/agent-assist/backend/src/apis/calendar.py

• No bugs found.
• Improvements:
  • Docstrings: Add more descriptive docstrings to the get_calendar_events function to better explain its purpose and expected behavior.

File: gemini/sample-apps/agent-assist/backend/src/apis/chatbot.py

• No bugs found.
• Improvements:
  • logs.json: Consider making the path to logs.json configurable to avoid hardcoding.
  • History Handling: Instead of directly appending to the chat history, consider using a dedicated function to handle the history formatting and logging.
  • Response Handling: The process_response function could be simplified. Since the logic is quite straightforward, it could be integrated directly into the chatbot_entry function for less code.

File: gemini/sample-apps/agent-assist/backend/src/apis/customermanagement.py

• No bugs found.
• Improvements:
  • Date Handling: Consider using a helper function to format dates for consistency throughout the file.
  • Data Structure: The chart_data structure could be better organized with appropriate keys (e.g., date, active_customers, satisfaction_score).
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.

File: gemini/sample-apps/agent-assist/backend/src/apis/email.py

• No bugs found.
• Improvements:
  • Error Handling: Consider adding error handling in the mail function for potential failures in sending emails (e.g., invalid email addresses, network issues).

File: gemini/sample-apps/agent-assist/backend/src/apis/generate_mail.py

• No bugs found.
• Improvements:
  • Error Handling: Add more specific error messages in the generate_mail function to help debugging.
  • Prompts: The prompts used in this file could be made more concise and specific. Consider removing unnecessary parts like the "Important Instruction" sections.
  • Function Names: Consider renaming extract_and_send_mail to send_generated_mail for clarity.

File: gemini/sample-apps/agent-assist/backend/src/apis/kanban.py

• No bugs found.
• Improvements:
  • Data Structure: The final_data structure could be better organized with more descriptive keys for each column (e.g., initial_contact, needs_analysis, etc.).
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.
  • Error Handling: Consider adding error handling in update_kanban_data for potential failures in writing to the JSON file.

File: gemini/sample-apps/agent-assist/backend/src/apis/leadsandsales.py

• No bugs found.
• Improvements:
  • Function Names: Consider renaming get_leads_and_sales_data to get_sales_data for better clarity.
  • Date Handling: Consider using a helper function to format dates for consistency throughout the file.
  • format_inr: Add type hints to the format_inr function for better readability.
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.

File: gemini/sample-apps/agent-assist/backend/src/apis/marketingandoutreach.py

• No bugs found.
• Improvements:
  • Function Names: Consider renaming get_marketing_and_outreach_data to get_marketing_data for better clarity.
  • Date Handling: Consider using a helper function to format dates for consistency throughout the file.
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.
  • Sales Platforms: The sales_platforms list is hardcoded. Consider making it configurable or loading it from a separate data source.

File: gemini/sample-apps/agent-assist/backend/src/apis/performance.py

• No bugs found.
• Improvements:
  • Function Names: Consider renaming get_performance_data to get_sales_performance_data for better clarity.
  • Date Handling: Consider using a helper function to format dates for consistency throughout the file.
  • format_inr: Add type hints to the format_inr function for better readability.
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.
  • Data Structure: The month_data structure could be better organized with appropriate keys (e.g., date, policies_sold, revenue).

File: gemini/sample-apps/agent-assist/backend/src/backend.py

• No bugs found.
• Improvements:
  • Route Organization: Consider organizing the routes by their functional area (e.g., users, workbench, chatbot, etc.) for better structure and readability.
  • Error Handling: Consider adding basic error handling for potential issues in the get_mail_summary function, such as invalid mail IDs.
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.

File: gemini/sample-apps/agent-assist/backend/src/chatbot_dir/agents/database_search.py

• No bugs found.
• Improvements:
  • Error Handling: The generate_answer function could benefit from more robust error handling for potential errors in SQL query execution or DataFrame manipulation.
  • Prompts: The prompts used in this file could be made more concise and specific. Consider removing unnecessary parts like the "Important Instruction" sections.
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.

File: gemini/sample-apps/agent-assist/backend/src/chatbot_dir/agents/fallback_component.py

• No bugs found.
• Improvements:
  • Type Hints: Add type hints to the fallback_component function for better code readability and maintainability.

File: gemini/sample-apps/agent-assist/backend/src/chatbot_dir/agents/mail.py

• No bugs found.
• Improvements:
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.
  • Error Handling: Consider adding error handling in the mail_component function for potential issues with generating email subject and body.

File: gemini/sample-apps/agent-assist/backend/src/chatbot_dir/agents/sales_pitch.py

• No bugs found.
• Improvements:
  • Type Hints: Add type hints to the sales_pitch_component function for better code readability and maintainability.
  • Error Handling: Consider adding error handling in the sales_pitch_component function for potential issues in reading the sales pitch file.

File: gemini/sample-apps/agent-assist/backend/src/chatbot_dir/agents/search_agent/app/chunks.py

• No bugs found.
• Improvements:
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.
  • Error Handling: Consider adding error handling in functions like get_chunks_semantic, get_chunks_lexical, and get_all_chunks to handle potential issues in reading files or loading vector stores.
  • Configuration: The EMBEDDINGS_PATH could be made configurable to avoid hardcoding.

File: gemini/sample-apps/agent-assist/backend/src/chatbot_dir/agents/search_agent/app/comparison.py

• No bugs found.
• Improvements:
  • Prompts: The prompt used in this file could be made more concise and specific. Consider removing unnecessary parts like the "Important Instruction" sections.
  • Type Hints: Add type hints to functions and variables for better code readability and maintainability.
  • Error Handling: Consider adding error handling for potential errors in the comparison function, such as issues in generating the response using the Gemini model.

Overall Recommendations:

• Code Style: Ensure consistency in code style, including indentation, variable naming, and docstrings.
• Type Hints: Add type hints to all functions and variables for better code readability and maintainability.
• Error Handling: Implement more robust error handling to gracefully handle potential failures and provide meaningful error messages.
• Prompts: Refine prompts for LLM interactions to be concise and specific.
• Configuration: Use environment variables or configuration files for storing sensitive information and settings.
• Testing: Add automated unit tests to ensure code quality and prevent regressions.

By making these improvements, you will enhance the quality, maintainability, and reliability of your Agent-Assist application.

Generated at Commit: 1582197824823ad9df0897416119362cb3379b38