litemind by royerloic · Pull Request #69 · royerlab/napari-chatgpt

royerloic · 2025-07-28T21:52:33Z

No description provided.

Lots of cleanup.

…tor LLM availability checks

coderabbitai · 2025-07-28T21:52:44Z

Important

Review skipped

More than 25% of the files skipped due to max files limit. The review is being skipped to prevent a low-quality review.

116 files out of 249 files are above the max files limit of 100. Please upgrade to Pro plan to get higher limits.

You can disable this status message by setting the reviews.review_status to false in the CodeRabbit configuration file.

✨ Finishing Touches

📝 Generate Docstrings

🧪 Generate unit tests

Create PR with unit tests
Post copyable unit tests in a comment
Commit unit tests in branch litemind

Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

❤️ Share

🪧 Tips

Chat

There are 3 ways to chat with CodeRabbit:

Review comments: Directly reply to a review comment made by CodeRabbit. Example:
- I pushed a fix in commit <commit_id>, please review it.
- Explain this complex logic.
- Open a follow-up GitHub issue for this discussion.
Files and specific lines of code (under the "Files changed" tab): Tag @coderabbitai in a new review comment at the desired location with your query. Examples:
- @coderabbitai explain this code block.
- @coderabbitai modularize this function.
PR comments: Tag @coderabbitai in a new PR comment to ask questions about the PR branch. For the best results, please provide a very specific query, as very limited context is provided in this mode. Examples:
- @coderabbitai gather interesting stats about this repository and render them as a table. Additionally, render a pie chart showing the language distribution in the codebase.
- @coderabbitai read src/utils.ts and explain its main purpose.
- @coderabbitai read the files in the src/scheduler package and generate a class diagram using mermaid and a README in the markdown format.
- @coderabbitai help me debug CodeRabbit configuration file.

Support

Need help? Create a ticket on our support page for assistance with any issues or questions.

Note: Be mindful of the bot's finite context window. It's strongly recommended to break down tasks such as reading entire modules into smaller chunks. For a focused discussion, use review comments to chat about specific files and their changes, instead of using the PR comments.

CodeRabbit Commands (Invoked using PR comments)

@coderabbitai pause to pause the reviews on a PR.
@coderabbitai resume to resume the paused reviews.
@coderabbitai review to trigger an incremental review. This is useful when automatic reviews are disabled for the repository.
@coderabbitai full review to do a full review from scratch and review all the files again.
@coderabbitai summary to regenerate the summary of the PR.
@coderabbitai generate docstrings to generate docstrings for this PR.
@coderabbitai generate sequence diagram to generate a sequence diagram of the changes in this PR.
@coderabbitai generate unit tests to generate unit tests for this PR.
@coderabbitai resolve resolve all the CodeRabbit review comments.
@coderabbitai configuration to show the current CodeRabbit configuration for the repository.
@coderabbitai help to get help.

Other keywords and placeholders

Add @coderabbitai ignore anywhere in the PR description to prevent this PR from being reviewed.
Add @coderabbitai summary to generate the high-level summary at a specific location in the PR description.
Add @coderabbitai anywhere in the PR title to generate the title automatically.

CodeRabbit Configuration File (`.coderabbit.yaml`)

You can programmatically configure CodeRabbit by adding a .coderabbit.yaml file to the root of your repository.
Please see the configuration documentation for more information.
If your editor has YAML language server enabled, you can add the path at the top of this file to enable auto-completion and validation: # yaml-language-server: $schema=https://coderabbit.ai/integrations/schema.v2.json

Documentation and Community

Visit our Documentation for detailed information on how to use CodeRabbit.
Join our Discord Community to get help, request features, and share feedback.
Follow us on X/Twitter for updates and announcements.

Copilot

Pull Request Overview

This PR implements "litemind", a lightweight LLM infrastructure replacement for the existing LangChain-based system. The changes migrate from OpenAI/LangChain dependencies to a new internal LLM abstraction.

Replace LangChain dependencies with custom litemind_api and LLM interface
Update all web search utilities to use new import structure (ddgs instead of duckduckgo_search)
Standardize code formatting throughout the codebase (single quotes to double quotes, formatting consistency)

Reviewed Changes

Copilot reviewed 222 out of 249 changed files in this pull request and generated 2 comments.

File	Description
Wikipedia and web search utilities	Replace LangChain imports with litemind API, update duckduckgo imports
Python utility modules	Migrate LLM usage to new interface, update API key checks
Test files	Update imports and standardize string formatting
Code processing utilities	Replace LangChain chains with direct LLM calls

src/napari_chatgpt/utils/python/relevant_libraries.py

Co-authored-by: Copilot <[email protected]>

@royerloic

Docstrings generation was requested by @royerloic. * #69 (comment) The following files were modified: * `src/napari_chatgpt/_widget.py` * `src/napari_chatgpt/chat_server/chat_response.py` * `src/napari_chatgpt/chat_server/chat_server.py` * `src/napari_chatgpt/chat_server/static/chat.js` * `src/napari_chatgpt/chat_server/static/marked-highlight.js` * `src/napari_chatgpt/llm/api_keys/api_key.py` * `src/napari_chatgpt/llm/api_keys/api_key_vault.py` * `src/napari_chatgpt/llm/api_keys/api_key_vault_dialog.py` * `src/napari_chatgpt/llm/api_keys/demo/api_key_vault_dialog_demo.py` * `src/napari_chatgpt/llm/litemind_api.py` * `src/napari_chatgpt/llm/llm.py` * `src/napari_chatgpt/microplugin/code_editor/clickable_icon.py` * `src/napari_chatgpt/microplugin/code_editor/code_drop_send_widget.py` * `src/napari_chatgpt/microplugin/code_editor/code_snippet_editor_widget.py` * `src/napari_chatgpt/microplugin/code_editor/code_snippet_editor_window.py` * `src/napari_chatgpt/microplugin/code_editor/console_widget.py` * `src/napari_chatgpt/microplugin/code_editor/python_code_editor_manager.py` * `src/napari_chatgpt/microplugin/code_editor/python_code_editor_widget.py` * `src/napari_chatgpt/microplugin/code_editor/python_syntax_highlighting.py` * `src/napari_chatgpt/microplugin/code_editor/text_dialog.py` * `src/napari_chatgpt/microplugin/code_editor/text_input_widget.py` * `src/napari_chatgpt/microplugin/code_editor/yes_no_cancel_question_widget.py` * `src/napari_chatgpt/microplugin/formating/black_formating.py` * `src/napari_chatgpt/microplugin/microplugin_window.py` * `src/napari_chatgpt/microplugin/network/broadcast_worker.py` * `src/napari_chatgpt/microplugin/network/code_drop_client.py` * `src/napari_chatgpt/microplugin/network/code_drop_server.py` * `src/napari_chatgpt/microplugin/network/demo/code_drop_client_demo.py` * `src/napari_chatgpt/microplugin/network/discover_worker.py` * `src/napari_chatgpt/microplugin/network/receive_worker.py` * `src/napari_chatgpt/omega_agent/napari_bridge.py` * `src/napari_chatgpt/omega_agent/omega_agent.py` * `src/napari_chatgpt/omega_agent/omega_init.py` * `src/napari_chatgpt/omega_agent/tools/base_napari_tool.py` * `src/napari_chatgpt/omega_agent/tools/base_omega_tool.py` * `src/napari_chatgpt/omega_agent/tools/napari/cell_nuclei_segmentation_tool.py` * `src/napari_chatgpt/omega_agent/tools/napari/delegated_code/aydin_classic.py` * `src/napari_chatgpt/omega_agent/tools/napari/delegated_code/aydin_fgr.py` * `src/napari_chatgpt/omega_agent/tools/napari/delegated_code/cellpose.py` * `src/napari_chatgpt/omega_agent/tools/napari/delegated_code/classic.py` * `src/napari_chatgpt/omega_agent/tools/napari/delegated_code/stardist.py` * `src/napari_chatgpt/omega_agent/tools/napari/delegated_code/utils.py` * `src/napari_chatgpt/omega_agent/tools/napari/file_open_tool.py` * `src/napari_chatgpt/omega_agent/tools/napari/image_denoising_tool.py` * `src/napari_chatgpt/omega_agent/tools/napari/viewer_control_tool.py` * `src/napari_chatgpt/omega_agent/tools/napari/viewer_execution_tool.py` * `src/napari_chatgpt/omega_agent/tools/napari/viewer_query_tool.py` * `src/napari_chatgpt/omega_agent/tools/napari/viewer_vision_tool.py` * `src/napari_chatgpt/omega_agent/tools/napari/widget_maker_tool.py` * `src/napari_chatgpt/omega_agent/tools/omega_tool_callbacks.py` * `src/napari_chatgpt/omega_agent/tools/search/web_image_search_tool.py` * `src/napari_chatgpt/omega_agent/tools/search/web_search_tool.py` * `src/napari_chatgpt/omega_agent/tools/search/wikipedia_search_tool.py` * `src/napari_chatgpt/omega_agent/tools/special/exception_catcher_tool.py` * `src/napari_chatgpt/omega_agent/tools/special/file_download_tool.py` * `src/napari_chatgpt/omega_agent/tools/special/functions_info_tool.py` * `src/napari_chatgpt/omega_agent/tools/special/human_input_tool.py` * `src/napari_chatgpt/omega_agent/tools/special/package_info_tool.py` * `src/napari_chatgpt/omega_agent/tools/special/pip_install_tool.py` * `src/napari_chatgpt/omega_agent/tools/special/python_repl.py` * `src/napari_chatgpt/utils/configuration/app_configuration.py` * `src/napari_chatgpt/utils/download/download_files.py` * `src/napari_chatgpt/utils/images/normalize.py` * `src/napari_chatgpt/utils/llm/summarizer.py` * `src/napari_chatgpt/utils/llm/vision.py` * `src/napari_chatgpt/utils/napari/layer_snapshot.py` * `src/napari_chatgpt/utils/napari/napari_viewer_info.py` * `src/napari_chatgpt/utils/napari/open_in_napari.py` * `src/napari_chatgpt/utils/network/demo/port_available_demo.py` * `src/napari_chatgpt/utils/network/port_available.py` * `src/napari_chatgpt/utils/notebook/jupyter_notebook.py` * `src/napari_chatgpt/utils/openai/check_api_key.py` * `src/napari_chatgpt/utils/openai/default_model.py` * `src/napari_chatgpt/utils/openai/max_token_limit.py` * `src/napari_chatgpt/utils/openai/model_list.py` * `src/napari_chatgpt/utils/python/add_comments.py` * `src/napari_chatgpt/utils/python/check_code_safety.py` * `src/napari_chatgpt/utils/python/conda_utils.py` * `src/napari_chatgpt/utils/python/consolidate_imports.py` * `src/napari_chatgpt/utils/python/dynamic_import.py` * `src/napari_chatgpt/utils/python/exception_description.py` * `src/napari_chatgpt/utils/python/fix_bad_fun_calls.py` * `src/napari_chatgpt/utils/python/fix_code_given_error.py` * `src/napari_chatgpt/utils/python/installed_packages.py` * `src/napari_chatgpt/utils/python/missing_packages.py` * `src/napari_chatgpt/utils/python/modify_code.py` * `src/napari_chatgpt/utils/python/pip_utils.py` * `src/napari_chatgpt/utils/python/python_lang_utils.py` * `src/napari_chatgpt/utils/python/relevant_libraries.py` * `src/napari_chatgpt/utils/python/required_imports.py` * `src/napari_chatgpt/utils/qt/download_file_qt.py` * `src/napari_chatgpt/utils/qt/one_time_disclaimer_dialog.py` * `src/napari_chatgpt/utils/qt/package_dialog.py` * `src/napari_chatgpt/utils/qt/qt_app.py` * `src/napari_chatgpt/utils/qt/warning_dialog.py` * `src/napari_chatgpt/utils/segmentation/demo/labels_3d_merging_demo.py` * `src/napari_chatgpt/utils/segmentation/labels_3d_merging.py` * `src/napari_chatgpt/utils/strings/camel_case_to_normal.py` * `src/napari_chatgpt/utils/strings/extract_code.py` * `src/napari_chatgpt/utils/strings/filter_lines.py` * `src/napari_chatgpt/utils/strings/find_function_name.py` * `src/napari_chatgpt/utils/strings/find_integer_in_parenthesis.py` * `src/napari_chatgpt/utils/strings/markdown.py`

coderabbitai · 2025-07-28T21:56:08Z

Note

Generated docstrings for this pull request at #70

royerloic added 2 commits July 2, 2025 20:09

First solid support for litemind with some new features.

8554607

Lots of cleanup.

Update version to 2025.07.28, add built-in web search tool, and refac…

6cd5deb

…tor LLM availability checks

royerloic self-assigned this Jul 28, 2025

royerloic requested a review from Copilot July 28, 2025 21:54

Copilot AI reviewed Jul 28, 2025

View reviewed changes

src/napari_chatgpt/utils/python/relevant_libraries.py Outdated Show resolved Hide resolved

src/napari_chatgpt/utils/python/relevant_libraries.py Outdated Show resolved Hide resolved

royerloic and others added 2 commits July 28, 2025 17:55

Update src/napari_chatgpt/utils/python/relevant_libraries.py

f04626e

Co-authored-by: Copilot <[email protected]>

Update src/napari_chatgpt/utils/python/relevant_libraries.py

0299594

Co-authored-by: Copilot <[email protected]>

coderabbitai bot mentioned this pull request Jul 28, 2025

📝 Add docstrings to litemind #70

Open

royerloic merged commit 8275381 into main Jul 28, 2025

royerloic deleted the litemind branch July 28, 2025 21:57

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

litemind#69

litemind#69
royerloic merged 4 commits intomainfrom
litemind

royerloic commented Jul 28, 2025

Uh oh!

coderabbitai bot commented Jul 28, 2025 •

edited

Loading

Review skipped

Chat

Support

CodeRabbit Commands (Invoked using PR comments)

Other keywords and placeholders

CodeRabbit Configuration File (`.coderabbit.yaml`)

Documentation and Community

Uh oh!

Copilot AI left a comment

Uh oh!

Uh oh!

Uh oh!

coderabbitai bot commented Jul 28, 2025

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

2 participants

Conversation

royerloic commented Jul 28, 2025

Uh oh!

coderabbitai bot commented Jul 28, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Review skipped

Chat

Support

CodeRabbit Commands (Invoked using PR comments)

Other keywords and placeholders

CodeRabbit Configuration File (.coderabbit.yaml)

Documentation and Community

Uh oh!

Copilot AI left a comment

Choose a reason for hiding this comment

Pull Request Overview

Reviewed Changes

Uh oh!

Uh oh!

Uh oh!

coderabbitai bot commented Jul 28, 2025

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

2 participants

coderabbitai bot commented Jul 28, 2025 •

edited

Loading

CodeRabbit Configuration File (`.coderabbit.yaml`)