[docs] Add link to example in index.md #304
Conversation
Co-authored-by: Jason Liu <jxnl@users.noreply.github.com>
Updated image links
WalkthroughThe recent update enhances the project by ignoring system-specific files in version control and expanding the documentation and functionality to include the generation of advertising copy from images. This is achieved through the integration of AI models capable of identifying products in images and creating relevant ad content. Changes
Thank you for using CodeRabbit. We offer it for free to the OSS community and would appreciate your support in helping us grow. If you find it useful, would you consider giving us a shout-out on your favorite social media? TipsChat with CodeRabbit Bot (
|
|
Looks like a tonne of changes. Mind pulling from main befo |
![coderabbitai[bot]](https://avatars.githubusercontent.com/in/347564?s=60&v=4){kind=small}
There was a problem hiding this comment.
Review Status
Actionable comments generated: 3
Configuration used: CodeRabbit UI
Files ignored due to filter (1)
- mkdocs.yml
Files selected for processing (4)
- .gitignore (2 hunks)
- docs/examples/image_to_ad_copy.md (1 hunks)
- docs/examples/index.md (1 hunks)
- examples/vision/image_to_ad_copy.py (1 hunks)
Files skipped from review due to trivial changes (2)
- .gitignore
- docs/examples/index.md
Additional comments: 13
examples/vision/image_to_ad_copy.py (8)
1-11: The imports and setup of the environment variables are standard and appropriate for the script's requirements.
22-53: The
Productclass is well-defined with appropriate type annotations and Pydantic fields. Thegenerate_promptmethod is a good use of the model's data for creating a prompt for the AI.56-77: The
IdentifiedProductclass includes an error flag and message, which is a good practice for error handling. Ensure that the error handling is consistent and that any calling code properly checks and handles these errors.101-107: The
client_imageandclient_copyare patched with theinstructorlibrary. Verify that theinstructorlibrary is designed to handle the patching of clients in this manner and that it is thread-safe if the script is intended to be used in a multi-threaded environment.110-138: The
read_imagesfunction uses thegpt-4-vision-previewmodel to identify products in images. Ensure that themax_tokensandtemperatureparameters are set appropriately for the use case and that the AI's interpretation aligns with the expected output.141-159: The
generate_ad_copyfunction uses thegpt-4-1106-previewmodel to generate ad copy. The temperature is set to 0.3, which allows for some creativity. Verify that this temperature setting yields the desired balance between creativity and relevance for the ad copy.162-182: The
runfunction orchestrates the process of reading images and generating ad copy. It includes error handling and uses therichlibrary for formatted printing. Ensure that the error messages are clear and actionable for the end-user.185-222: The main execution block of the script handles command-line arguments and reads an input file containing image URLs. It then calls the
runfunction and writes the results to a JSON file. Ensure that the script correctly handles cases where the input file is not found or is in an unexpected format.docs/examples/image_to_ad_copy.md (5)
1-5: The introduction provides a clear overview of the purpose of the document and includes a link to the full code on GitHub.
7-45: The explanation of the
Productmodel is clear and includes a code snippet that matches the Python script. The note about adding validators is helpful for users who may want to extend the model's functionality.48-72: The
IdentifiedProductclass is described with an example and an explanation of the error handling mechanism. This is consistent with the Python script and provides good documentation for the user.95-129: The API usage section clearly explains how to call the API to detect products and generate advertising copy. The code snippets are consistent with the Python script and provide a good level of detail for the user to understand the process.
162-232: The final section puts everything together and provides an example input file and the expected output. This is a helpful addition for users to understand the end-to-end process and the format of the results.
| # Add logger | ||
| logging.basicConfig() | ||
| logger = logging.getLogger("app") | ||
| logger.setLevel("INFO") |
There was a problem hiding this comment.
The logger is set up with a hardcoded level of "INFO". Consider making the log level configurable through an environment variable or command-line argument to increase flexibility in different environments.
- logger.setLevel("INFO")
+ logger.setLevel(os.getenv("LOG_LEVEL", "INFO"))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.
| # Add logger | |
| logging.basicConfig() | |
| logger = logging.getLogger("app") | |
| logger.setLevel("INFO") | |
| # Add logger | |
| logging.basicConfig() | |
| logger = logging.getLogger("app") | |
| logger.setLevel(os.getenv("LOG_LEVEL", "INFO")) |
| class AdCopy(BaseModel): | ||
| """ | ||
| Represents a generated ad copy. | ||
| """ | ||
|
|
||
| headline: str = Field( | ||
| description="A short, catchy, and memorable headline for the given product. The headline should invoke curiosity and interest in the product.", | ||
| example="Wireless Headphones", | ||
| ) | ||
| ad_copy: str = Field( | ||
| description="A long-form advertisement copy for the given product. This will be used in campaigns to promote the product with a persuasive message and a call-to-action with the objective of driving sales.", | ||
| example=""" | ||
| "Experience the ultimate sound quality with our wireless headphones, featuring high-definition audio, noise-cancellation, and a comfortable, ergonomic design for all-day listening." | ||
| """, | ||
| ) | ||
| name: str = Field( | ||
| description="The name of the product being advertised.", | ||
| example="Headphones", | ||
| ) | ||
|
|
There was a problem hiding this comment.
The AdCopy class is defined correctly. However, the name field seems redundant as it is also present in the Product class. If the name is meant to be the same, consider removing it from AdCopy to avoid duplication and potential inconsistencies.
class AdCopy(BaseModel):
...
- name: str = Field(
- description="The name of the product being advertised.",
- example="Headphones",
- )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.
| class AdCopy(BaseModel): | |
| """ | |
| Represents a generated ad copy. | |
| """ | |
| headline: str = Field( | |
| description="A short, catchy, and memorable headline for the given product. The headline should invoke curiosity and interest in the product.", | |
| example="Wireless Headphones", | |
| ) | |
| ad_copy: str = Field( | |
| description="A long-form advertisement copy for the given product. This will be used in campaigns to promote the product with a persuasive message and a call-to-action with the objective of driving sales.", | |
| example=""" | |
| "Experience the ultimate sound quality with our wireless headphones, featuring high-definition audio, noise-cancellation, and a comfortable, ergonomic design for all-day listening." | |
| """, | |
| ) | |
| name: str = Field( | |
| description="The name of the product being advertised.", | |
| example="Headphones", | |
| ) | |
| class AdCopy(BaseModel): | |
| """ | |
| Represents a generated ad copy. | |
| """ | |
| headline: str = Field( | |
| description="A short, catchy, and memorable headline for the given product. The headline should invoke curiosity and interest in the product.", | |
| example="Wireless Headphones", | |
| ) | |
| ad_copy: str = Field( | |
| description="A long-form advertisement copy for the given product. This will be used in campaigns to promote the product with a persuasive message and a call-to-action with the objective of driving sales.", | |
| example=""" | |
| "Experience the ultimate sound quality with our wireless headphones, featuring high-definition audio, noise-cancellation, and a comfortable, ergonomic design for all-day listening." | |
| """, | |
| ) |
| ### Advertising Copy | ||
|
|
||
| Finally, the `AdCopy` models stores the output in a structured format with a headline and the text. | ||
|
|
||
| ```python | ||
| class AdCopy(BaseModel): | ||
| """ | ||
| Represents a generated ad copy. | ||
| """ | ||
|
|
||
| headline: str = Field( | ||
| description="A short, catchy, and memorable headline for the given product. The headline should invoke curiosity and interest in the product.", | ||
| ) | ||
| ad_copy: str = Field( | ||
| description="A long-form advertisement copy for the given product. This will be used in campaigns to promote the product with a persuasive message and a call-to-action with the objective of driving sales.", | ||
| ) | ||
| name: str = Field( | ||
| description="The name of the product being advertised." | ||
| ) | ||
| ``` |
There was a problem hiding this comment.
The AdCopy model is documented with a description and a code snippet. The fields are explained, but the redundancy of the name field with the Product class should be addressed in the documentation as well.
class AdCopy(BaseModel):
...
- name: str = Field(
- description="The name of the product being advertised."
- )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.
| ### Advertising Copy | |
| Finally, the `AdCopy` models stores the output in a structured format with a headline and the text. | |
| ```python | |
| class AdCopy(BaseModel): | |
| """ | |
| Represents a generated ad copy. | |
| """ | |
| headline: str = Field( | |
| description="A short, catchy, and memorable headline for the given product. The headline should invoke curiosity and interest in the product.", | |
| ) | |
| ad_copy: str = Field( | |
| description="A long-form advertisement copy for the given product. This will be used in campaigns to promote the product with a persuasive message and a call-to-action with the objective of driving sales.", | |
| ) | |
| name: str = Field( | |
| description="The name of the product being advertised." | |
| ) | |
| ``` | |
| class AdCopy(BaseModel): | |
| """ | |
| Represents a generated ad copy. | |
| """ | |
| headline: str = Field( | |
| description="A short, catchy, and memorable headline for the given product. The headline should invoke curiosity and interest in the product.", | |
| ) | |
| ad_copy: str = Field( | |
| description="A long-form advertisement copy for the given product. This will be used in campaigns to promote the product with a persuasive message and a call-to-action with the objective of driving sales.", | |
| ) |
Yeah apologies for opening this. #305 should be correct now |
From #293, I forgot to update the examples/index.md to include the link.
Summary by CodeRabbit
Chores
.gitignoreto exclude system-specific files and improve organization.Documentation
New Features