feat: Use LlamaParse to parse the private files #167
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🦋 Changeset detectedLatest commit: a2b2f04 The changes in this PR will be included in the next version bump. This PR includes changesets to release 1 package
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WalkthroughThe recent updates primarily focus on improving the Changes
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Actionable comments posted: 2
Outside diff range, codebase verification and nitpick comments (1)
templates/types/streaming/fastapi/app/api/routers/upload.py (1)
22-22: Ensure robust error handling inPrivateFileService.process_file.The
process_filemethod currently lacks explicit error handling mechanisms. Consider adding try-except blocks to handle potential errors during file preprocessing, storage, and pipeline execution.
- File:
templates/types/streaming/fastapi/app/api/services/file.py- Method:
process_fileAnalysis chain
Ensure robust error handling in file processing.
While the method call to
PrivateFileService.process_fileis updated, ensure that this method is equipped to handle various error scenarios that might arise during file processing.Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify error handling in `PrivateFileService.process_file`. # Test: Search for error handling mechanisms in `PrivateFileService.process_file`. Expect: Robust error handling patterns. rg --type python -A 5 $'def process_file' templates/types/streaming/fastapi/app/api/services/file.pyLength of output: 132
Script:
#!/bin/bash # Description: Verify error handling in `PrivateFileService.process_file`. # Test: Search for error handling mechanisms in `PrivateFileService.process_file`. Expect: Robust error handling patterns. rg -t py -A 5 'def process_file' templates/types/streaming/fastapi/app/api/services/file.pyLength of output: 409
Script:
#!/bin/bash # Description: Verify error handling in `PrivateFileService.process_file`. # Test: Search for the complete implementation of `process_file` to check for robust error handling patterns. rg -t py -A 20 'def process_file' templates/types/streaming/fastapi/app/api/services/file.pyLength of output: 913
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (5)
- .changeset/gold-mugs-perform.md (1 hunks)
- templates/components/loaders/python/init.py (1 hunks)
- templates/components/loaders/python/file.py (1 hunks)
- templates/types/streaming/fastapi/app/api/routers/upload.py (2 hunks)
- templates/types/streaming/fastapi/app/api/services/file.py (1 hunks)
Additional comments not posted (10)
.changeset/gold-mugs-perform.md (1)
1-5: Clear and concise changeset description.The changeset file accurately describes the patch update for using LlamaParse in the private file uploader.
templates/types/streaming/fastapi/app/api/routers/upload.py (1)
7-7: Updated import to reflect new service name.The change from
FileControllertoPrivateFileServiceis correctly reflected in the imports, aligning with the reorganization mentioned in the PR summary.templates/components/loaders/python/__init__.py (2)
3-3: Addedyamlimport for configuration handling.The import of
yamlis justified as it is used to load configurations from a YAML file. This aligns with the changes mentioned in the summary.
4-4: Reorganized DB-related imports.The imports related to database loading functionalities (
DBLoaderConfig,get_db_documents) are moved to the top, which improves the readability and organization of the import section.templates/components/loaders/python/file.py (1)
65-66: Separated imports within exception handling to optimize dependency management.The separation of
sysandtracebackimports into the exception handling block is a good practice as it localizes the import to where it is needed, potentially reducing unnecessary loading if the exception is not triggered.templates/types/streaming/fastapi/app/api/services/file.py (5)
1-18: Reorganized imports approved.The imports are well-organized and seem to be correctly used throughout the file.
18-22: Functionfile_metadata_funcis well-implemented.The function correctly extends the default metadata functionality by adding a "private" flag, which aligns with the PR's focus on handling private files.
39-42: Functiondefault_file_loaders_mapis correctly implemented.The function provides a clear mapping of file extensions to their respective loaders, which is crucial for handling different file types.
46-54: Methodpreprocess_base64_fileis effectively implemented.The method correctly processes base64 encoded content, extracting the MIME type and file extension, which are crucial for handling file uploads.
Line range hint
86-106: Methodprocess_fileis well-implemented but verify integration.This method effectively uses other class methods to handle file processing. However, ensure the integration with the index is thoroughly tested, especially after the refactoring.
| def get_llamaparse_parser(): | ||
| from app.engine.loaders import load_configs | ||
| from app.engine.loaders.file import FileLoaderConfig, llama_parse_parser | ||
|
|
||
| config = load_configs() | ||
| file_loader_config = FileLoaderConfig(**config["file"]) | ||
| if file_loader_config.use_llama_parse: | ||
| return llama_parse_parser() | ||
| else: | ||
| return None |
There was a problem hiding this comment.
Enhance error handling in get_llamaparse_parser.
The function dynamically decides which parser to use based on configurations. Consider adding error handling for configuration loading and validation to ensure robustness.
+ try:
+ config = load_configs()
+ file_loader_config = FileLoaderConfig(**config["file"])
+ except KeyError as e:
+ raise ConfigurationError(f"Missing configuration key: {e}")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.
| def get_llamaparse_parser(): | |
| from app.engine.loaders import load_configs | |
| from app.engine.loaders.file import FileLoaderConfig, llama_parse_parser | |
| config = load_configs() | |
| file_loader_config = FileLoaderConfig(**config["file"]) | |
| if file_loader_config.use_llama_parse: | |
| return llama_parse_parser() | |
| else: | |
| return None | |
| def get_llamaparse_parser(): | |
| from app.engine.loaders import load_configs | |
| from app.engine.loaders.file import FileLoaderConfig, llama_parse_parser | |
| try: | |
| config = load_configs() | |
| file_loader_config = FileLoaderConfig(**config["file"]) | |
| except KeyError as e: | |
| raise ConfigurationError(f"Missing configuration key: {e}") | |
| if file_loader_config.use_llama_parse: | |
| return llama_parse_parser() | |
| else: | |
| return None |
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Actionable comments posted: 0
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (4)
- templates/components/llamaindex/typescript/documents/documents.ts (2 hunks)
- templates/components/loaders/typescript/file/loader.ts (1 hunks)
- templates/components/loaders/typescript/llama_parse/loader.ts (1 hunks)
- templates/types/streaming/nextjs/package.json (1 hunks)
Additional comments not posted (8)
templates/components/loaders/typescript/file/loader.ts (2)
8-10: New functiongetExtractorsaddition looks good.The function
getExtractorscorrectly returns theFILE_EXT_TO_READERobject. This should facilitate the mapping of file extensions to their respective reader functions.Ensure that this new function is being used correctly wherever needed.
Verification successful
New function
getExtractorsaddition looks good.The function
getExtractorscorrectly returns theFILE_EXT_TO_READERobject and is used appropriately in the codebase.
- Usage Locations:
templates/components/llamaindex/typescript/documents/documents.tstemplates/components/loaders/typescript/llama_parse/loader.tsScripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the usage of `getExtractors` across the codebase. # Test: Search for the function usage. Expect: Proper usage across the codebase. rg --type typescript -A 5 $'getExtractors'Length of output: 76
Script:
#!/bin/bash # Description: Verify the usage of `getExtractors` across the codebase. # Test: Search for the function usage. Expect: Proper usage across the codebase. rg -A 5 'getExtractors'Length of output: 2895
1-4: Confirm the new import paths.The import paths for
FILE_EXT_TO_READERandSimpleDirectoryReaderhave been changed tollamaindex/readers/SimpleDirectoryReader. Ensure that this path correctly points to the intended modules.templates/components/loaders/typescript/llama_parse/loader.ts (3)
1-5: Refactor import paths to enhance modularity and maintainability.The changes in import paths are a good practice as they make the code more modular by using specific imports rather than broad ones. This can also potentially improve load times by only importing what is necessary.
18-24: Update togetDocumentsfunction to usegetExtractors.The update to use
getExtractorsis consistent with the introduction of the new function, maintaining the encapsulation of extractor logic. This change should ensure that any modifications to the extractor logic need only be made in one place, enhancing maintainability.
9-17: Introduction ofgetExtractorsfunction.This function centralizes the creation of extractors, which is a good design choice as it encapsulates the logic in one place, making the code cleaner and easier to maintain. However, it's important to ensure that all places in the code that previously accessed
FILE_EXT_TO_READERdirectly are updated to use this new function.templates/types/streaming/nextjs/package.json (1)
27-27: Update dependency version forllamaindex.The update from
0.4.6to0.5.3forllamaindexshould be checked for compatibility with other dependencies and tested to ensure it does not introduce breaking changes.templates/components/llamaindex/typescript/documents/documents.ts (2)
14-14: Refactor to usegetExtractorsfrom a central loader module.Importing
getExtractorsfrom a central loader module is a good practice as it centralizes the logic for determining the appropriate document reader based on the MIME type, which can enhance maintainability and scalability of the code.
59-66: Refactor ofloadDocumentsto use dynamic reader selection.The refactoring of
loadDocumentsto use a dynamic reader selection based on MIME type is a significant improvement. This approach is more flexible and can easily accommodate new document types in the future. However, it's crucial to ensure that this function is thoroughly tested, especially for edge cases where MIME types may not directly correspond to a reader or are not supported.
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Actionable comments posted: 0
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (3)
- templates/components/loaders/typescript/llama_parse/loader.ts (1 hunks)
- templates/types/streaming/express/package.json (1 hunks)
- templates/types/streaming/nextjs/package.json (1 hunks)
Files skipped from review as they are similar to previous changes (2)
- templates/components/loaders/typescript/llama_parse/loader.ts
- templates/types/streaming/nextjs/package.json
Additional comments not posted (1)
templates/types/streaming/express/package.json (1)
23-23: Verify compatibility of the updatedllamaindexversion.The version of
llamaindexhas been updated from "0.4.6" to "0.4.12". It's crucial to ensure that this update is compatible with the rest of the project's dependencies and does not introduce any breaking changes.Additionally, verify that integration tests cover the new features or changes introduced by this version.
Would you like me to help set up or review the integration tests to ensure everything works as expected with the new version?
Summary by CodeRabbit
New Features
LlamaParseReader.Chores
llamaindexdependency version from0.4.6to0.4.12inexpressandnextjstemplates for improved performance and stability.