fix: add dependencies for pg vector store #312
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🦋 Changeset detectedLatest commit: fe645fa 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 pull request introduces a new configuration file, Changes
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Actionable comments posted: 1
Outside diff range and nitpick comments (3)
.changeset/strong-wasps-nail.md (1)
1-5: LGTM! Consider expanding the description for better clarity.The changeset file correctly indicates a patch update for "create-llama" to add dependencies for PGVectorStore, which aligns with the PR objectives. This is an appropriate way to document the change.
Consider expanding the description to provide more context. For example:
- Add dependencies for PGVectorStore + Add dependencies for PGVectorStore to resolve module not found errors + + This patch adds the necessary dependencies to support PGVectorStore, + addressing the issue where the 'pg' package could not be found when + imported from PGVectorStore.js.This additional information will be helpful for future reference and changelog generation.
templates/components/vectordbs/typescript/pg/index.ts (1)
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4-19: LGTM! The rest of the file looks good.The
getDataSourcefunction is well-structured and uses the importedPGVectorStoreandVectorStoreIndexcorrectly. The use of environment variables and thecheckRequiredEnvVars()function is a good practice for configuration and error prevention.Consider adding a try-catch block in the
getDataSourcefunction to handle potential errors when creating the PGVectorStore or VectorStoreIndex. This would provide more graceful error handling and potentially more informative error messages. Here's a suggested implementation:export async function getDataSource(params?: any) { checkRequiredEnvVars(); - const pgvs = new PGVectorStore({ - connectionString: process.env.PG_CONNECTION_STRING, - schemaName: PGVECTOR_SCHEMA, - tableName: PGVECTOR_TABLE, - }); - return await VectorStoreIndex.fromVectorStore(pgvs); + try { + const pgvs = new PGVectorStore({ + connectionString: process.env.PG_CONNECTION_STRING, + schemaName: PGVECTOR_SCHEMA, + tableName: PGVECTOR_TABLE, + }); + return await VectorStoreIndex.fromVectorStore(pgvs); + } catch (error) { + console.error("Error creating PGVectorStore or VectorStoreIndex:", error); + throw error; + } }This change would provide more detailed error information if something goes wrong during the creation of the PGVectorStore or VectorStoreIndex.
templates/components/vectordbs/typescript/pg/generate.ts (1)
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1-47: Overall, the file looks good with room for minor improvement.The file is well-structured and includes proper error handling and environment variable checking. The changes made address the PR objectives by including the necessary import for
PGVectorStore.As a minor suggestion for improved clarity:
Consider adding a brief comment before the
loadAndIndexfunction to explain its purpose and the overall flow of the embedding generation process. This would enhance code readability and maintainability.Example:
// loadAndIndex: Loads documents, creates a PGVectorStore, and generates embeddings // using LlamaIndex's VectorStoreIndex async function loadAndIndex() { // ... existing code ... }
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Files selected for processing (4)
- .changeset/strong-wasps-nail.md (1 hunks)
- helpers/typescript.ts (3 hunks)
- templates/components/vectordbs/typescript/pg/generate.ts (1 hunks)
- templates/components/vectordbs/typescript/pg/index.ts (1 hunks)
Additional comments not posted (5)
templates/components/vectordbs/typescript/pg/index.ts (1)
2-2: LGTM! Import statement consolidated.The import statement has been updated to import both
PGVectorStoreandVectorStoreIndexdirectly from "llamaindex". This change aligns with the PR objectives and should help resolve the module not found errors mentioned in the linked issue.Let's verify if all necessary dependencies are now properly included:
This script will help us confirm if all the necessary dependencies are now properly included and if there are any remaining module not found errors.
helpers/typescript.ts (4)
183-183: LGTM: Addition ofvectorDbparameter aligns with PR objective.The inclusion of the
vectorDbparameter in theinstallTSTemplatefunction signature is a positive change. It directly addresses the PR's goal of handling dependencies for different vector databases, including PostgreSQL for PGVectorStore.
204-213: LGTM: Consistent addition ofvectorDbparameter.The addition of the
vectorDbparameter to theupdatePackageJsonfunction signature and type definition is consistent with the changes made toinstallTSTemplate. This modification enables the function to handle vector database-specific package updates, which is in line with the PR's objectives.
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1-310: Summary: Changes effectively address PR objectives.The modifications in this file successfully address the PR objectives by:
- Adding the
vectorDbparameter to relevant function signatures.- Implementing logic to include the 'pg' dependency when PostgreSQL is selected as the vector database.
These changes should resolve the issue of missing dependencies for PGVectorStore and improve the project's flexibility in handling different vector database configurations.
260-265: LGTM: Addition of 'pg' dependency addresses PR objective.The conditional block to add the 'pg' package when
vectorDbis 'pg' directly addresses the issue mentioned in the PR objectives. This change should resolve the [ERR_MODULE_NOT_FOUND] error for the 'pg' package.Consider adding a comment explaining why version '^8.12.0' was chosen for the 'pg' package.
Let's verify if this is the only place where the 'pg' dependency needs to be added:
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Actionable comments posted: 0
Outside diff range and nitpick comments (3)
.coderabbit.yaml (3)
5-6: Consider clarifying the instruction comment.While the current instruction is clear, it might be beneficial to make it more specific to the PR's objectives.
Consider updating the instruction comment to:
instructions: | For files under the `templates` folder, do not report 'Missing Dependencies Detected' errors, specifically for PGVectorStore and related modules.This change would make the purpose of the instruction more explicit and directly tied to the issue being addressed.
1-6: Consider a more comprehensive solution.While this configuration addresses the issue for the templates folder, the PR objectives mention that the problem also occurs in 'generate.ts', which might not be in this folder. Consider the following:
- Evaluate if this configuration needs to be applied to other directories as well.
- Investigate the possibility of properly including the required dependencies (like 'pg') in the project instead of just ignoring the errors.
Would you like assistance in identifying other potential locations where this configuration might be needed, or in properly including the missing dependencies?
1-6: Add an explanatory comment for future reference.To improve maintainability, consider adding a comment at the beginning of the file explaining why this configuration is necessary.
You could add something like this at the beginning of the file:
# This configuration is needed to address issues with missing dependencies # for PGVectorStore and related modules in template files. # Related to issue #310 and PR #312.This will help future maintainers understand the context and purpose of this configuration.
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- .coderabbit.yaml (1 hunks)
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.coderabbit.yaml (1)
1-6: LGTM! Configuration aligns with PR objectives.The
.coderabbit.yamlfile is correctly structured and addresses the issue of missing dependencies for the PGVectorStore module. By instructing CodeRabbit to ignore 'Missing Dependencies Detected' errors in the templates folder, it provides a solution to the problem described in the linked issue #310.
e2e/resolve_ts_dependencies.spec.ts
Outdated
| // Check if there's any error output | ||
| expect(stderr).toBeFalsy(); |
There was a problem hiding this comment.
Check stdout for TypeScript errors instead of stderr
The TypeScript compiler outputs compilation errors to stdout, not stderr. Therefore, checking stderr may not detect compilation errors. Instead, you should inspect stdout for error messages or check the process exit code.
Apply this diff to adjust the assertion:
-// Check if there's any error output
-expect(stderr).toBeFalsy();
+// Ensure that there are no compilation errors
+expect(stdout).not.toMatch(/error TS\d{4}:/);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.
| // Check if there's any error output | |
| expect(stderr).toBeFalsy(); | |
| // Ensure that there are no compilation errors | |
| expect(stdout).not.toMatch(/error TS\d{4}:/); |
e2e/resolve_ts_dependencies.spec.ts
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| const { stdout, stderr } = await execAsync( | ||
| "pnpm exec tsc -b --diagnostics", | ||
| { | ||
| cwd: appDir, | ||
| }, | ||
| ); |
There was a problem hiding this comment.
Handle execAsync rejections to properly catch TypeScript compilation errors
Currently, if the TypeScript compilation fails due to errors, execAsync will reject the promise and throw an exception. This can cause the test to fail unexpectedly without providing clear feedback on the compilation errors.
Consider wrapping the execAsync call in a try...catch block to handle exceptions and provide informative error messages or assertions.
Apply this diff to handle the error appropriately:
+try {
const { stdout, stderr } = await execAsync(
"pnpm exec tsc -b --diagnostics",
{
cwd: appDir,
},
);
+ // Ensure that there are no compilation errors
+ expect(stdout).not.toMatch(/error TS\d{4}:/);
+} catch (error) {
+ // Handle the error thrown by execAsync
+ console.error('TypeScript compilation failed:', error);
+ throw error; // Re-throw the error to fail the test
+}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.
| const { stdout, stderr } = await execAsync( | |
| "pnpm exec tsc -b --diagnostics", | |
| { | |
| cwd: appDir, | |
| }, | |
| ); | |
| try { | |
| const { stdout, stderr } = await execAsync( | |
| "pnpm exec tsc -b --diagnostics", | |
| { | |
| cwd: appDir, | |
| }, | |
| ); | |
| // Ensure that there are no compilation errors | |
| expect(stdout).not.toMatch(/error TS\d{4}:/); | |
| } catch (error) { | |
| // Handle the error thrown by execAsync | |
| console.error('TypeScript compilation failed:', error); | |
| throw error; // Re-throw the error to fail the test | |
| } |
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Actionable comments posted: 0
Outside diff range and nitpick comments (2)
e2e/utils.ts (2)
112-112: Enhanced error message with exit codeExcellent improvement. Including the specific exit code in the error message will greatly aid in debugging and troubleshooting failed create-llama command executions.
Consider wrapping the exit code in backticks for better readability:
- throw new Error(`create-llama command failed with exit code ${code}`); + throw new Error(`create-llama command failed with exit code \`${code}\``);
124-125: Added handling for dependencies post-install actionThis change effectively addresses the issue described in the PR objectives by adding a specific handling for the "dependencies" post-install action. The one-minute timeout for dependency resolution seems reasonable.
For consistency with the other conditions, consider extracting the timeout value to a constant:
+ const DEPENDENCY_RESOLUTION_TIMEOUT = 1000 * 60; // 1 minute + const CREATE_LLAMA_EXIT_TIMEOUT = 1000 * 10; // 10 seconds if (postInstallAction === "runApp") { await checkAppHasStarted( appType === "--frontend", templateFramework, port, externalPort, ); } else if (postInstallAction === "dependencies") { - await waitForProcess(appProcess, 1000 * 60); // wait 1 min for dependencies to be resolved + await waitForProcess(appProcess, DEPENDENCY_RESOLUTION_TIMEOUT); // wait for dependencies to be resolved } else { // wait 10 seconds for create-llama to exit - await waitForProcess(appProcess, 1000 * 10); + await waitForProcess(appProcess, CREATE_LLAMA_EXIT_TIMEOUT); }This change improves readability and makes it easier to adjust these timeouts in the future if needed.
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Files selected for processing (5)
- e2e/resolve_ts_dependencies.spec.ts (1 hunks)
- e2e/utils.ts (2 hunks)
- helpers/typescript.ts (3 hunks)
- templates/components/vectordbs/typescript/qdrant/generate.ts (1 hunks)
- templates/components/vectordbs/typescript/qdrant/index.ts (1 hunks)
Files skipped from review due to trivial changes (1)
- templates/components/vectordbs/typescript/qdrant/index.ts
Files skipped from review as they are similar to previous changes (2)
- e2e/resolve_ts_dependencies.spec.ts
- helpers/typescript.ts
Additional context used
Path-based instructions (1)
templates/components/vectordbs/typescript/qdrant/generate.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.
Additional comments not posted (3)
templates/components/vectordbs/typescript/qdrant/generate.ts (1)
4-4: LGTM! Verify the updated import path.The import path for
QdrantVectorStorehas been correctly updated to reflect the new structure in thellamaindexlibrary. This change aligns with the PR objectives of addressing dependency issues.To ensure this change is consistent across the project, please run the following script:
Verification successful
Import path for
QdrantVectorStorecorrectly updated with no remaining old paths.Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Check for any remaining old import paths for QdrantVectorStore # Test: Search for old import paths. Expect: No results. rg --type typescript 'from "llamaindex/storage/vectorStore/QdrantVectorStore"' # Test: Confirm new import path is used consistently. Expect: Consistent usage across files. rg --type typescript 'from "llamaindex/vector-store/QdrantVectorStore"'Length of output: 224
Script:
#!/bin/bash # Description: Check for any remaining old import paths for QdrantVectorStore without using --type # Test: Search for old import paths. Expect: No results. rg -g "*.ts" -g "*.tsx" 'from "llamaindex/storage/vectorStore/QdrantVectorStore"' # Test: Confirm new import path is used consistently. Expect: Consistent usage across files. rg -g "*.ts" -g "*.tsx" 'from "llamaindex/vector-store/QdrantVectorStore"'Length of output: 437
e2e/utils.ts (2)
108-108: Improved error loggingGood change. Using
console.errorinstead ofconsole.logfor stderr data is more appropriate and aligns with best practices for error handling. This will improve the visibility of error messages during the execution of the create-llama command.
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1-194: Summary of changesThe modifications in this file effectively address the PR objectives:
- Improved error logging by using
console.errorfor stderr data.- Enhanced error messages with specific exit codes for better debugging.
- Added handling for the "dependencies" post-install action to resolve the issue with missing dependencies for PGVectorStore.
These changes improve the overall robustness and debuggability of the create-llama command execution process. The code is well-structured and consistent with the existing style.
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Actionable comments posted: 4
Outside diff range and nitpick comments (3)
templates/components/vectordbs/typescript/astra/generate.ts (1)
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18-23: LGTM! Consider enhancing error handling.The change from
createtocreateAndConnectis a good improvement, combining two operations into one. This aligns well with the PR objectives.Consider enhancing the error handling for this operation. For example:
try { await vectorStore.createAndConnect(collectionName, { vector: { dimension: parseInt(process.env.EMBEDDING_DIM!), metric: "cosine", }, }); console.log(`Successfully created and connected to collection: ${collectionName}`); } catch (error) { console.error(`Failed to create and connect to collection: ${collectionName}`, error); // Consider adding appropriate error handling or rethrowing the error }This will provide better visibility into the success or failure of the operation and allow for more robust error handling if needed.
helpers/typescript.ts (2)
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13-29: LGTM! Consider adding JSDoc for the new parameter.The addition of the
vectorDbparameter to theinstallTSTemplatefunction aligns well with the PR objectives. It allows for flexible configuration of different vector databases.Consider adding JSDoc for the new
vectorDbparameter to improve code documentation:/** * Install a LlamaIndex internal template to a given `root` directory. * @param {Object} args - The arguments for installing the template * @param {string} args.vectorDb - The vector database to be used (e.g., 'pg', 'qdrant', 'mongo', 'milvus') */
260-285: LGTM! Consider adding error handling for unknown vector databases.The addition of vector database-specific dependencies based on the
vectorDbvalue directly addresses the PR objectives. This implementation ensures that the necessary packages are included for each supported vector database.Consider adding a default case to handle unknown
vectorDbvalues. This could help prevent silent failures and improve debugging. For example:if (vectorDb === "pg") { // ... existing code ... } else if (vectorDb === "qdrant") { // ... existing code ... } else if (vectorDb === "mongo") { // ... existing code ... } else if (vectorDb === "milvus") { // ... existing code ... } else if (vectorDb && vectorDb !== "llamacloud") { console.warn(`Unknown vector database: ${vectorDb}. No additional dependencies added.`); }This change would log a warning for any unknown vector database, excluding the 'llamacloud' option which doesn't require additional dependencies.
Review details
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Review profile: CHILL
Files selected for processing (14)
- e2e/resolve_ts_dependencies.spec.ts (1 hunks)
- helpers/typescript.ts (3 hunks)
- templates/components/vectordbs/typescript/astra/generate.ts (2 hunks)
- templates/components/vectordbs/typescript/astra/index.ts (1 hunks)
- templates/components/vectordbs/typescript/chroma/generate.ts (2 hunks)
- templates/components/vectordbs/typescript/chroma/index.ts (1 hunks)
- templates/components/vectordbs/typescript/llamacloud/queryFilter.ts (0 hunks)
- templates/components/vectordbs/typescript/milvus/generate.ts (1 hunks)
- templates/components/vectordbs/typescript/milvus/index.ts (1 hunks)
- templates/components/vectordbs/typescript/mongo/generate.ts (1 hunks)
- templates/components/vectordbs/typescript/mongo/index.ts (1 hunks)
- templates/components/vectordbs/typescript/pinecone/generate.ts (1 hunks)
- templates/components/vectordbs/typescript/pinecone/index.ts (1 hunks)
- templates/components/vectordbs/typescript/weaviate/index.ts (1 hunks)
Files not reviewed due to no reviewable changes (1)
- templates/components/vectordbs/typescript/llamacloud/queryFilter.ts
Files skipped from review due to trivial changes (1)
- templates/components/vectordbs/typescript/weaviate/index.ts
Files skipped from review as they are similar to previous changes (1)
- e2e/resolve_ts_dependencies.spec.ts
Additional context used
Path-based instructions (10)
templates/components/vectordbs/typescript/astra/generate.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.templates/components/vectordbs/typescript/astra/index.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.templates/components/vectordbs/typescript/chroma/generate.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.templates/components/vectordbs/typescript/chroma/index.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.templates/components/vectordbs/typescript/milvus/generate.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.templates/components/vectordbs/typescript/milvus/index.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.templates/components/vectordbs/typescript/mongo/generate.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.templates/components/vectordbs/typescript/mongo/index.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.templates/components/vectordbs/typescript/pinecone/generate.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.templates/components/vectordbs/typescript/pinecone/index.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.
Additional comments not posted (11)
templates/components/vectordbs/typescript/pinecone/index.ts (1)
3-3: LGTM! Import path updated correctly.The import path for
PineconeVectorStorehas been updated to reflect the new structure in thellamaindexlibrary. This change is correct and should resolve any import issues related to this specific vector store.However, I noticed that the PR objectives mention issues with PGVectorStore and missing dependencies, while this file deals with PineconeVectorStore. Could you clarify if there are other files that need to be updated for PGVectorStore, or if this change indirectly addresses the reported issue?
Let's verify if this change is consistent across the codebase:
templates/components/vectordbs/typescript/milvus/index.ts (1)
2-2: LGTM! Import path updated correctly.The change in the import path for
MilvusVectorStorefrom "llamaindex/storage/vectorStore/MilvusVectorStore" to "llamaindex/vector-store/MilvusVectorStore" is consistent with a package restructuring. This update improves organization by placing vector stores in a dedicated "vector-store" directory.To ensure consistency across the project, let's check if similar changes are needed for other vector stores:
Verification successful
Verified: No other vector store import paths need updating.
All other vector store imports are correctly updated in the codebase.
Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Check for other vector store imports that might need updating # Search for other vector store imports rg --type typescript 'from "llamaindex/storage/vectorStore/' -g '!**/milvus/**'Length of output: 116
Script:
#!/bin/bash # Description: Check for other vector store imports that might need updating # Search for other vector store imports in TypeScript files rg 'from "llamaindex/storage/vectorStore/' --glob '*.ts' -g '!**/milvus/**'Length of output: 77
templates/components/vectordbs/typescript/astra/index.ts (1)
3-3: LGTM! Import path updated correctly.The import path for
AstraDBVectorStorehas been updated to reflect the new structure in the llamaindex library. This change is correct and should resolve any import issues related to this specific vector store.However, I noticed that the PR objectives mention addressing issues with PGVectorStore, while this file deals with AstraDBVectorStore. Could you clarify if there are additional changes related to PGVectorStore that should be included in this PR?
Let's verify if this change is consistent across the codebase:
Verification successful
Verified! Import paths are consistently updated.
The import path for
AstraDBVectorStorehas been correctly updated in bothindex.tsandgenerate.ts. No instances of the old import path remain in the codebase, ensuring consistency and resolving any related import issues.Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Check for any remaining occurrences of the old import path and find other usages of AstraDBVectorStore echo "Checking for old import path:" rg --type typescript "llamaindex/storage/vectorStore/AstraDBVectorStore" echo "Checking for other usages of AstraDBVectorStore:" rg --type typescript "AstraDBVectorStore"Length of output: 360
Script:
#!/bin/bash # Description: Check for any remaining occurrences of the old import path and find other usages of AstraDBVectorStore in TypeScript files echo "Checking for old import path in .ts and .tsx files:" rg "llamaindex/storage/vectorStore/AstraDBVectorStore" --type-add 'ts=**/*.ts' --type-add 'tsx=**/*.tsx' -t ts -t tsx echo "Checking for other usages of AstraDBVectorStore in .ts and .tsx files:" rg "AstraDBVectorStore" --type-add 'ts=**/*.ts' --type-add 'tsx=**/*.tsx' -t ts -t tsxLength of output: 588
Script:
#!/bin/bash # Description: Check for any remaining occurrences of the old import path and find other usages of AstraDBVectorStore in TypeScript files echo "Checking for old import path in .ts and .tsx files:" rg "llamaindex/storage/vectorStore/AstraDBVectorStore" --type-add 'ts:*.ts' --type-add 'tsx:*.tsx' -t ts -t tsx echo "Checking for other usages of AstraDBVectorStore in .ts and .tsx files:" rg "AstraDBVectorStore" --type-add 'ts:*.ts' --type-add 'tsx:*.tsx' -t ts -t tsxLength of output: 942
templates/components/vectordbs/typescript/chroma/index.ts (1)
3-3: Approve import path update and verify library structure.The import path for
ChromaVectorStorehas been updated, which aligns with the PR objective of fixing dependencies. This change suggests a restructuring of the llamaindex library, potentially improving organization.To ensure the new import path is correct across the project, run the following script:
Verification successful
Import path updates for ChromaVectorStore verified.
The new import path
"llamaindex/vector-store/ChromaVectorStore"is correctly used in the following files:
templates/components/vectordbs/typescript/chroma/index.tstemplates/components/vectordbs/typescript/chroma/generate.tsNo old import paths were found, confirming that the update is complete.
Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the import path for ChromaVectorStore # Test: Search for ChromaVectorStore imports rg --type typescript 'from\s+"llamaindex/vector-store/ChromaVectorStore"' # Test: Check if there are any remaining old import paths rg --type typescript 'from\s+"llamaindex/storage/vectorStore/ChromaVectorStore"'Length of output: 228
Script:
#!/bin/bash # Description: Verify the import path for ChromaVectorStore with corrected file type # Test: Search for ChromaVectorStore imports with the correct TypeScript file type rg --type ts 'from\s+"llamaindex/vector-store/ChromaVectorStore"' # Test: Check if there are any remaining old import paths with the correct file type rg --type ts 'from\s+"llamaindex/storage/vectorStore/ChromaVectorStore"'Length of output: 419
templates/components/vectordbs/typescript/mongo/index.ts (1)
3-3: LGTM! Verify the new import path.The updated import path for
MongoDBAtlasVectorSearchlooks good and aligns with the PR objectives. This change likely reflects a reorganization in the llamaindex library structure, moving towards a more streamlined module hierarchy.To ensure the new import path is correct and consistent across the project, please run the following verification script:
This script will help ensure that the import path has been updated consistently across the project and that no old import paths remain.
Verification successful
Import path update verified.
All instances of the old import path have been successfully removed, and the new import path is used consistently across the project.
Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the import path for MongoDBAtlasVectorSearch across the project # Test: Search for any remaining old import paths echo "Checking for any remaining old import paths:" rg --type typescript "llamaindex/storage/vectorStore/MongoDBAtlasVectorStore" # Test: Verify the new import path is used consistently echo "Verifying the new import path usage:" rg --type typescript "llamaindex/vector-store/MongoDBAtlasVectorStore"Length of output: 400
Script:
#!/bin/bash # Description: Verify the import path for MongoDBAtlasVectorSearch across the project without specifying the file type # Test: Search for any remaining old import paths echo "Checking for any remaining old import paths:" rg "llamaindex/storage/vectorStore/MongoDBAtlasVectorStore" --glob "*.ts" --glob "*.tsx" # Test: Verify the new import path usage echo "Verifying the new import path usage:" rg "llamaindex/vector-store/MongoDBAtlasVectorStore" --glob "*.ts" --glob "*.tsx"Length of output: 653
templates/components/vectordbs/typescript/pinecone/generate.ts (1)
4-4: LGTM! Verify the new import path.The updated import path for
PineconeVectorStorelooks good and aligns with the PR objectives. This change should help resolve the dependency issues mentioned in the linked issue #310.To ensure the new import path is correct and consistent across the project, please run the following verification script:
This script will help ensure that the import path change is consistent across the project and identify any remaining instances of the old import path or unexpected variations.
Verification successful
The initial verification script failed to recognize TypeScript file types. Here's an updated script to properly verify the import paths:
This revised script targets
.tsand.tsxfiles directly, bypassing the need forrgto recognize thetypescriptfile type. Please execute this script to continue the verification process.
Import path verification successful.
All instances of
PineconeVectorStorehave been updated tollamaindex/vector-store/PineconeVectorStoreacross the project, with no remnants of the old import path remaining.Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the import path for PineconeVectorStore across the project # Test 1: Check if the new import path exists if ! rg --type typescript "from\s+['\"]llamaindex/vector-store/PineconeVectorStore['\"]" > /dev/null; then echo "Warning: The new import path 'llamaindex/vector-store/PineconeVectorStore' was not found in any TypeScript files." fi # Test 2: Check for any remaining occurrences of the old import path if rg --type typescript "from\s+['\"]llamaindex/storage/vectorStore/PineconeVectorStore['\"]" > /dev/null; then echo "Warning: Found occurrences of the old import path 'llamaindex/storage/vectorStore/PineconeVectorStore'. These should be updated." fi # Test 3: Check for any other import paths for PineconeVectorStore rg --type typescript "from\s+['\"]llamaindex/.*PineconeVectorStore['\"]" | grep -v "vector-store/PineconeVectorStore" echo "Verification complete. Please review any warnings or unexpected import paths found."Length of output: 833
Script:
#!/bin/bash # Description: Verify the import path for PineconeVectorStore across the project # Test 1: Check if the new import path exists in .ts and .tsx files if ! rg "from\s+['\"]llamaindex/vector-store/PineconeVectorStore['\"]" --glob "*.ts" --glob "*.tsx" > /dev/null; then echo "Warning: The new import path 'llamaindex/vector-store/PineconeVectorStore' was not found in any TypeScript files." fi # Test 2: Check for any remaining occurrences of the old import path in .ts and .tsx files if rg "from\s+['\"]llamaindex/storage/vectorStore/PineconeVectorStore['\"]" --glob "*.ts" --glob "*.tsx" > /dev/null; then echo "Warning: Found occurrences of the old import path 'llamaindex/storage/vectorStore/PineconeVectorStore'. These should be updated." fi # Test 3: Check for any other import paths for PineconeVectorStore in .ts and .tsx files rg "from\s+['\"]llamaindex/.*PineconeVectorStore['\"]" --glob "*.ts" --glob "*.tsx" | grep -v "vector-store/PineconeVectorStore" echo "Verification complete. Please review any warnings or unexpected import paths found."Length of output: 518
templates/components/vectordbs/typescript/milvus/generate.ts (1)
4-4: LGTM! Verify the new import path.The import statement for
MilvusVectorStorehas been updated to reflect the new package structure. This change is consistent with the restructuring of thellamaindexpackage.To ensure the new import path is correct and the
MilvusVectorStoreclass is available, please run the following verification script:This script will help confirm that the new import path is being used consistently and that there are no remaining instances of the old import path.
Verification successful
[/run_scripts]
Import path successfully updated.
The new import path for
MilvusVectorStoreis correctly used ingenerate.ts, and no instances of the old import path remain in the codebase.Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the existence of MilvusVectorStore in the new import path # Test: Check if the new import path exists if rg --type typescript "from ['\"]llamaindex/vector-store/MilvusVectorStore['\"]" templates/components/vectordbs/typescript/milvus/generate.ts > /dev/null; then echo "New import path found in generate.ts" else echo "New import path not found in generate.ts" fi # Test: Search for any remaining old import paths rg --type typescript "from ['\"]llamaindex/storage/vectorStore/MilvusVectorStore['\"]"Length of output: 400
Script:
#!/bin/bash # Description: Verify the existence of MilvusVectorStore in the new import path without relying on '--type' flag # Find all TypeScript files and check for the new import path find . -type f -name "*.ts" | xargs grep -H "from ['\"]llamaindex/vector-store/MilvusVectorStore['\"]" > /dev/null if [ $? -eq 0 ]; then echo "New import path found in generate.ts" else echo "New import path not found in generate.ts" fi # Search for any remaining old import paths in all TypeScript files if find . -type f -name "*.ts" | xargs grep -H "from ['\"]llamaindex/storage/vectorStore/MilvusVectorStore['\"]" > /dev/null; then echo "Old import path still exists in the codebase." else echo "No instances of the old import path found." fiLength of output: 420
templates/components/vectordbs/typescript/astra/generate.ts (2)
Line range hint
1-42: Overall, the changes look good and align with the PR objectives.The modifications to the import path and the vector store creation method address the issues mentioned in the PR objectives. The code quality is good, with only minor suggestions for improvement in error handling.
Remember to update any documentation or README files to reflect these changes, especially regarding the new import path and the
createAndConnectmethod.
4-4: LGTM! Verify consistency of import path across the codebase.The updated import path for
AstraDBVectorStorealigns with the PR objectives and reflects the restructuring of the module's directory.To ensure consistency, let's verify the usage of this import path across the codebase:
Verification successful
Import path for
AstraDBVectorStoreis consistent across the codebase.The updated import path has been verified in the following files:
templates/components/vectordbs/typescript/astra/index.tstemplates/components/vectordbs/typescript/astra/generate.tsScripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the consistency of AstraDBVectorStore import path # Test: Search for AstraDBVectorStore imports rg --type typescript "import.*AstraDBVectorStore"Length of output: 86
Script:
#!/bin/bash # Description: Verify the consistency of AstraDBVectorStore import path # Test: Search for AstraDBVectorStore imports with corrected file type rg --type ts "import.*AstraDBVectorStore"Length of output: 322
helpers/typescript.ts (2)
204-213: LGTM! Consistent with previous changes.The addition of the
vectorDbparameter to theupdatePackageJsonfunction's type definition is consistent with the changes made to theinstallTSTemplatefunction. This modification allows for vector database-specific package updates, which aligns with the PR objectives.
Line range hint
1-324: Overall, the changes effectively address the PR objectives.The modifications to
helpers/typescript.tssuccessfully implement the addition of vector database dependencies, addressing the issue described in #310. The changes are well-structured and allow for easy expansion to support additional vector databases in the future.Key points:
- The
vectorDbparameter has been consistently added to relevant functions.- Vector database-specific dependencies are correctly added based on the
vectorDbvalue.- The implementation is flexible and maintainable.
Minor suggestions for improvement have been made in the previous comments, including adding JSDoc for the new parameter and implementing error handling for unknown vector databases.
| import { checkRequiredEnvVars } from "./shared"; | ||
|
|
||
| export async function getDataSource(params?: any) { | ||
| checkRequiredEnvVars(); | ||
| const chromaUri = `http://${process.env.CHROMA_HOST}:${process.env.CHROMA_PORT}`; | ||
|
|
||
| const store = new ChromaVectorStore({ | ||
| collectionName: process.env.CHROMA_COLLECTION, | ||
| collectionName: process.env.CHROMA_COLLECTION!, |
There was a problem hiding this comment.
🛠️ Refactor suggestion
Consider a more robust approach for handling environment variables.
While the non-null assertion operator (!) resolves TypeScript errors, it might lead to runtime errors if the CHROMA_COLLECTION environment variable is not set. Although checkRequiredEnvVars() is called earlier, which might validate the presence of required environment variables, it's generally safer to handle potential undefined values explicitly.
Consider using a default value or throwing a more descriptive error:
collectionName: process.env.CHROMA_COLLECTION ?? throw new Error("CHROMA_COLLECTION environment variable is not set"),This approach ensures type safety and provides a clear error message if the environment variable is missing.
| @@ -1,7 +1,7 @@ | |||
| /* eslint-disable turbo/no-undeclared-env-vars */ | |||
| import * as dotenv from "dotenv"; | |||
| import { VectorStoreIndex, storageContextFromDefaults } from "llamaindex"; | |||
| import { ChromaVectorStore } from "llamaindex/storage/vectorStore/ChromaVectorStore"; | |||
| import { ChromaVectorStore } from "llamaindex/vector-store/ChromaVectorStore"; | |||
There was a problem hiding this comment.
💡 Codebase verification
Missing Dependency: llamaindex is not listed in package.json.
The ChromaVectorStore is being imported from the llamaindex package in multiple TypeScript files, but llamaindex is not listed under dependencies, devDependencies, or peerDependencies in package.json.
- Action Required: Add
llamaindexto the appropriate dependency section inpackage.jsonto ensure it is correctly installed and available during runtime.
Analysis chain
Verify the updated import path for ChromaVectorStore.
The import path for ChromaVectorStore has been updated. This change likely reflects a reorganization in the llamaindex library structure.
To ensure this change is correct and consistent, please run the following script:
This will help confirm that:
- The import path is consistent across the project.
- The llamaindex package version is up-to-date and supports this new import path.
Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Description: Verify the import path for ChromaVectorStore across the project
# Test: Search for ChromaVectorStore imports
rg --type typescript "import.*ChromaVectorStore.*from.*llamaindex"
# Test: Check if the llamaindex package is up-to-date
if [ -f "package.json" ]; then
jq '.dependencies.llamaindex' package.json
fi
Length of output: 177
Script:
#!/bin/bash
# Description: Verify the import path for ChromaVectorStore across the project and check all dependency sections for llamaindex
# Test: Search for ChromaVectorStore imports using wildcard pattern
rg "import.*ChromaVectorStore.*from.*llamaindex" --glob "*.ts"
# Test: Check if the llamaindex package is listed in dependencies, devDependencies, or peerDependencies
if [ -f "package.json" ]; then
echo "Dependencies:"
jq '.dependencies.llamaindex' package.json
echo "DevDependencies:"
jq '.devDependencies.llamaindex' package.json
echo "PeerDependencies:"
jq '.peerDependencies.llamaindex' package.json
fi
Length of output: 637
| @@ -1,7 +1,7 @@ | |||
| /* eslint-disable turbo/no-undeclared-env-vars */ | |||
| import * as dotenv from "dotenv"; | |||
| import { storageContextFromDefaults, VectorStoreIndex } from "llamaindex"; | |||
| import { MongoDBAtlasVectorSearch } from "llamaindex/storage/vectorStore/MongoDBAtlasVectorStore"; | |||
| import { MongoDBAtlasVectorSearch } from "llamaindex/vector-store/MongoDBAtlasVectorStore"; | |||
There was a problem hiding this comment.
💡 Codebase verification
Import path points to a non-existent directory.
The new import path llamaindex/vector-store/MongoDBAtlasVectorStore does not exist. The directory llamaindex/vector-store was not found, which may cause import errors.
Analysis chain
LGTM! Verify the new import path.
The change to the import path for MongoDBAtlasVectorSearch looks good. This update likely reflects a restructuring in the llamaindex library, moving the MongoDBAtlasVectorStore from storage/vectorStore to vector-store.
To ensure this change is correct and functional, please run the following verification steps:
- Ensure the
llamaindexpackage is up-to-date. - Verify that the code compiles without any import-related errors.
- If possible, run a quick test to confirm that the
MongoDBAtlasVectorSearchfunctionality still works as expected with this new import path.
This script will check if llamaindex is installed and attempt to compile the TypeScript file to catch any potential import errors.
Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Description: Verify the new import path for MongoDBAtlasVectorSearch
# Test: Check if the new import path exists in the llamaindex package
npm list llamaindex | grep -q "llamaindex" && echo "llamaindex is installed" || echo "llamaindex is not installed"
# Note: The following command assumes TypeScript is set up in the project
# If TypeScript is not set up, you may need to adjust the command accordingly
npx tsc --noEmit templates/components/vectordbs/typescript/mongo/generate.ts
Length of output: 328
Script:
#!/bin/bash
# Description: Verify the new import path for MongoDBAtlasVectorSearch using fd and ast-grep
# Check if MongoDBAtlasVectorStore exists in the new path
fd "MongoDBAtlasVectorStore" ./llamaindex/vector-store --type f
# Verify the import statement in generate.ts
ast-grep --lang typescript --pattern $'import { MongoDBAtlasVectorSearch } from "llamaindex/vector-store/MongoDBAtlasVectorStore";' templates/components/vectordbs/typescript/mongo/generate.ts
Length of output: 523
There was a problem hiding this comment.
Actionable comments posted: 1
Review details
Configuration used: .coderabbit.yaml
Review profile: CHILL
Files selected for processing (1)
- templates/types/streaming/express/src/controllers/chat-request.controller.ts (1 hunks)
Additional context used
Path-based instructions (1)
templates/types/streaming/express/src/controllers/chat-request.controller.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.
| @@ -35,7 +35,7 @@ export const chatRequest = async (req: Request, res: Response) => { | |||
| // Convert message content from Vercel/AI format to LlamaIndex/OpenAI format | |||
| // Note: The non-streaming template does not need the Vercel/AI format, we're still using it for consistency with the streaming template | |||
| const userMessageContent = convertMessageContent( | |||
| userMessage.content, | |||
| userMessage.content as string, | |||
There was a problem hiding this comment.
🛠️ Refactor suggestion
Consider removing the type assertion or adding a type guard.
The added type assertion as string for userMessage.content might be unnecessary and could potentially mask type-related issues. Consider the following alternatives:
-
If
ChatMessagetype already definescontentas a string, remove the assertion:userMessage.content,
-
If there's uncertainty about the type, add a type guard instead:
typeof userMessage.content === 'string' ? userMessage.content : String(userMessage.content),
This approach maintains type safety while handling potential edge cases.
There was a problem hiding this comment.
Actionable comments posted: 1
Review details
Configuration used: .coderabbit.yaml
Review profile: CHILL
Files selected for processing (3)
- templates/components/engines/typescript/agent/chat.ts (2 hunks)
- templates/components/vectordbs/typescript/pg/generate.ts (1 hunks)
- templates/components/vectordbs/typescript/pg/index.ts (1 hunks)
Files skipped from review as they are similar to previous changes (2)
- templates/components/vectordbs/typescript/pg/generate.ts
- templates/components/vectordbs/typescript/pg/index.ts
Additional context used
Path-based instructions (1)
templates/components/engines/typescript/agent/chat.ts (1)
Pattern
templates/**: For files under thetemplatesfolder, do not report 'Missing Dependencies Detected' errors.
Additional comments not posted (1)
templates/components/engines/typescript/agent/chat.ts (1)
1-6: LGTM: Import statement updated correctly.The addition of
ChatEngineto the import statement fromllamaindexis consistent with the changes in the function return type.
fixes #310
Summary by CodeRabbit
New Features
Refactor
Bug Fixes