Switch to gpt-4o-mini by default #233
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WalkthroughThe changes across the files involve updates to the default model representation in the settings configuration. The Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant SettingsComponent
participant LLMConfig
participant GetSettings
User->>SettingsComponent: Open Settings
SettingsComponent->>LLMConfig: Retrieve default model
LLMConfig-->>SettingsComponent: Return 'gpt-4o-mini'
SettingsComponent-->>User: Display 'gpt-4o-mini' as default model
User->>GetSettings: Request available models
GetSettings-->>User: Return models including 'gpt-4o-mini'
Possibly related PRs
Poem
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Actionable comments posted: 1
📜 Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
📒 Files selected for processing (3)
cognee-frontend/src/ui/Partials/SettingsModal/Settings.tsx(1 hunks)cognee/infrastructure/llm/config.py(1 hunks)cognee/modules/settings/get_settings.py(1 hunks)
✅ Files skipped from review due to trivial changes (1)
- cognee-frontend/src/ui/Partials/SettingsModal/Settings.tsx
🔇 Additional comments (2)
cognee/infrastructure/llm/config.py (1)
7-7: Verify consistency of model name across the codebase
The change to use "gpt-4o-mini" as the default model looks good, but let's ensure it's consistently updated everywhere.
✅ Verification successful
Model change is consistent and properly configured
The change to use "gpt-4o-mini" as the default model is correctly implemented and consistent across the codebase:
- The model is properly defined in
LLMConfigclass - It's listed in the available OpenAI models in
get_settings.py - The model name is used consistently in the client configuration
- The change is backward compatible as it only modifies the default value
🏁 Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Description: Check for any remaining references to the old model name
# and verify the new model name is properly configured
# Check for any remaining references to the old model
echo "Checking for remaining references to 'gpt-4o'..."
rg "gpt-4o[^-]" --type py --type ts --type tsx
# Check if the new model is properly configured in settings
echo "Checking if new model is configured in settings..."
rg "gpt-4o-mini" --type py --type ts --type tsx
Length of output: 376
Script:
#!/bin/bash
# Let's try again without tsx file type and use proper context
echo "Checking for remaining references to old model..."
rg "gpt-4o[^-]" --type py --type typescript -C 2
echo -e "\nChecking for new model configuration..."
rg "gpt-4o-mini" --type py --type typescript -C 2
echo -e "\nChecking all model-related configuration files..."
fd -e py -e ts "config" --exec grep -l "gpt-"
Length of output: 571
Script:
#!/bin/bash
# Let's examine the content of the config file and any related imports
echo "Content of config.py:"
cat ./cognee/infrastructure/llm/config.py
echo -e "\nChecking for any imports of this config:"
rg -l "from.*llm.config" --type py
echo -e "\nChecking for any environment variable settings:"
rg "LLM_MODEL" --type py -C 2
Length of output: 1689
Script:
#!/bin/bash
# Let's check the content of files that import the config to verify the model usage
echo "Checking get_llm_client.py:"
cat cognee/infrastructure/llm/get_llm_client.py
echo -e "\nChecking save_llm_config.py:"
cat cognee/modules/settings/save_llm_config.py
echo -e "\nChecking get_settings.py:"
cat cognee/modules/settings/get_settings.py
Length of output: 5868
cognee/modules/settings/get_settings.py (1)
76-78: LGTM! Model addition aligns with PR objectives.
The addition of 'gpt-4o-mini' as the first model in the OpenAI models list is consistent with the PR's goal to switch the default model.
Let's verify that this change aligns with the frontend settings:
✅ Verification successful
Frontend and backend model configurations are properly aligned
The changes in get_settings.py are correctly synchronized with the frontend configuration in Settings.tsx, where gpt-4o-mini is set as the default model. This is confirmed by:
- Backend:
gpt-4o-miniis the first model in the OpenAI models list - Frontend:
defaultModelis explicitly set togpt-4o-miniinSettings.tsx
🏁 Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Description: Verify that frontend settings match this default model change
# Search for defaultModel configuration in frontend settings
rg -A 5 "defaultModel.*=.*gpt-4o-mini" "cognee-frontend/"
# Search for any other occurrences of the old default model to ensure complete migration
rg "gpt-4o[^-]" --type ts --type tsx
Length of output: 124
Script:
#!/bin/bash
# Let's try a different approach to find frontend model configurations
# Search for any mentions of gpt-4o or gpt-4o-mini in the codebase
rg "gpt-4o" --type ts
# Search for default model configurations
rg "defaultModel|DEFAULT_MODEL" --type ts
# Find TypeScript/JavaScript files that might contain model configurations
fd -e ts -e js | grep -i "model\|config\|setting"
Length of output: 553
Script:
#!/bin/bash
# Let's check the content of the Settings.tsx file to verify the default model configuration
cat "cognee-frontend/src/ui/Partials/SettingsModal/Settings.tsx"
Length of output: 5928
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Actionable comments posted: 1
📜 Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
📒 Files selected for processing (1)
.github/workflows/test_cognee_llama_index_notebook.yml(1 hunks)
🔇 Additional comments (1)
.github/workflows/test_cognee_llama_index_notebook.yml (1)
49-50: Verify notebook dependencies are satisfied
Let's ensure all required dependencies for the notebook execution are still installed with this simplified Poetry command.
✅ Verification successful
Let me generate another verification script to check the notebook content since the previous command failed to extract imports.
Dependencies are properly handled in the workflow
The notebook's dependencies are already satisfied through:
- The explicit
poetry installwhich installs all dependencies from pyproject.toml - The notebook's only additional requirement is
llama-index-corewhich is:- Installed via pip in the first cell of the notebook
- Also available as an optional dependency in pyproject.toml under
llama-index = ["llama-index-core"]
- Other imports used in the notebook (
pandas,graphistry, etc.) are all present in pyproject.toml
🏁 Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Description: Check notebook dependencies against pyproject.toml
# Extract imported packages from the notebook
echo "Checking notebook imports..."
jupyter nbconvert --to script notebooks/cognee_llama_index.ipynb --stdout 2>/dev/null | \
grep -E '^import |^from .* import' | sort -u
# List dependencies defined in pyproject.toml
echo -e "\nListing dependencies from pyproject.toml..."
cat pyproject.toml | grep -A 100 '^\[tool.poetry.dependencies\]' | \
grep -B 100 '^\[' | grep -v '^\[' | grep -v '^$'
# Check optional dependencies
echo -e "\nListing optional dependencies that might be needed..."
cat pyproject.toml | grep -A 100 '^\[tool.poetry.extras\]' | \
grep -B 100 '^\[' | grep -v '^\[' | grep -v '^$'
Length of output: 3381
Script:
#!/bin/bash
# Check if the notebook exists and examine its content
echo "Checking notebook existence and content..."
if [ -f "notebooks/cognee_llama_index.ipynb" ]; then
cat notebooks/cognee_llama_index.ipynb
else
echo "Notebook not found at notebooks/cognee_llama_index.ipynb"
# Search for the notebook in case the path is different
fd -e ipynb "cognee_llama_index"
fi
Length of output: 6592
| - name: Install dependencies | ||
| run: | | ||
| poetry install --no-interaction --all-extras --no-root | ||
| poetry install --no-interaction |
There was a problem hiding this comment.
Caution: Removing --all-extras may break notebook dependencies
The removal of --all-extras flag could lead to missing optional dependencies that might be required by the notebook. This change appears unrelated to the PR's objective of switching to gpt-4o-mini.
Consider restoring the --all-extras flag:
- poetry install --no-interaction
+ poetry install --no-interaction --all-extras📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| poetry install --no-interaction | |
| poetry install --no-interaction --all-extras |
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Just to save some money
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@0xideas Understood. Thanks for the clarification.
✏️ Learnings added
Learnt from: 0xideas
PR: topoteretes/cognee#233
File: .github/workflows/test_cognee_llama_index_notebook.yml:0-0
Timestamp: 2024-11-18T12:54:36.603Z
Learning: In the `.github/workflows/test_cognee_llama_index_notebook.yml` workflow, it's acceptable to remove the `--all-extras` flag from `poetry install` to reduce costs by not installing unnecessary dependencies.
Note: Learnings are effective only in the context of similar code segments. To apply general coding guidelines, please configure review instructions. You can manage existing learnings in the app.
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Actionable comments posted: 0
🧹 Outside diff range and nitpick comments (1)
.github/workflows/test_cognee_llama_index_notebook.yml (1)
49-49: Remove trailing spacesThere are trailing spaces at the end of line 49.
Apply this diff to fix:
- poetry install --no-interaction --all-extras + poetry install --no-interaction --all-extras🧰 Tools
🪛 yamllint
[error] 49-49: trailing spaces
(trailing-spaces)
📜 Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
📒 Files selected for processing (1)
.github/workflows/test_cognee_llama_index_notebook.yml(1 hunks)
🧰 Additional context used
🪛 yamllint
.github/workflows/test_cognee_llama_index_notebook.yml
[error] 49-49: trailing spaces
(trailing-spaces)
🔇 Additional comments (1)
.github/workflows/test_cognee_llama_index_notebook.yml (1)
49-49: Verify the removal of --no-root flag
The removal of --no-root flag means the project will be installed as a package. Please verify if this is intentional and required for the notebook execution.
Run this script to check if the notebook imports from the project package:
✅ Verification successful
Removing --no-root flag is correct as notebook requires project package
The notebook heavily relies on importing from the cognee package with multiple imports found:
- Core infrastructure:
cognee.infrastructure.* - Shared utilities:
cognee.shared.utils - User modules:
cognee.modules.users.* - Task modules:
cognee.tasks.ingestion.* - Direct package usage:
import cognee,cognee.search,cognee.prune
Therefore, installing the project as a package by removing --no-root flag is necessary for the notebook to function properly.
🏁 Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Description: Check if notebook imports from the project package
# Expected: Find imports from cognee package to confirm if installing root package is needed
rg -A 3 "import.*cognee|from.*cognee" notebooks/cognee_llama_index.ipynb
Length of output: 949
🧰 Tools
🪛 yamllint
[error] 49-49: trailing spaces
(trailing-spaces)
Summary by CodeRabbit
New Features
Bug Fixes
These changes enhance the user experience by providing more accurate model options in the settings.