Starting to add Groq as a provider #131
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🦋 Changeset detectedLatest commit: 49cfb8a 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 changes introduce a new provider, Groq, to the system by incorporating the necessary configurations, environment variables, and initialization functions. Specifically, the updates include adding the Changes
Sequence DiagramssequenceDiagram
participant User
participant System
participant GroqAPI
User->>System: Choose Groq model
System->>User: Prompt for API Key
User->>System: Enter API Key
System->>GroqAPI: Validate API Key
GroqAPI-->>System: Confirmation
System-->>User: API Key validated
User->>System: Select Model
System->>GroqAPI: Fetch available models
GroqAPI-->>System: Return model list
System-->>User: Display model list
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Actionable comments posted: 2
Outside diff range and nitpick comments (1)
helpers/env-variables.ts (1)
Line range hint
137-150: The declaration of variables within the switch statement in thegetVectorDBEnvsfunction could lead to scope leakage. It's recommended to wrap these declarations in a block.case "chroma": + { const envs = [ { name: "CHROMA_COLLECTION", description: "The name of the collection in your Chroma database", }, { name: "CHROMA_HOST", description: "The API endpoint for your Chroma database", }, { name: "CHROMA_PORT", description: "The port for your Chroma database", }, ]; if (framework === "fastapi") { envs.push({ name: "CHROMA_PATH", description: `The local path to the Chroma database. Specify this if you are using a local Chroma database. Otherwise, use CHROMA_HOST and CHROMA_PORT config above`, }); } return envs; + }
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (6)
- helpers/env-variables.ts (1 hunks)
- helpers/providers/groq.ts (1 hunks)
- helpers/providers/index.ts (3 hunks)
- helpers/types.ts (1 hunks)
- templates/types/streaming/express/src/controllers/engine/settings.ts (3 hunks)
- templates/types/streaming/fastapi/app/settings.py (7 hunks)
Additional context used
Biome
helpers/env-variables.ts
[error] 137-150: Other switch clauses can erroneously access this declaration.
Wrap the declaration in a block to restrict its access to the switch clause. (lint/correctness/noSwitchDeclarations)The declaration is defined in this switch clause:
Unsafe fix: Wrap the declaration in a block.
Additional comments not posted (7)
helpers/providers/index.ts (3)
6-6: Successfully added import foraskGroqQuestions. This ensures the new Groq functionality can be utilized within this module.
36-36: Added Groq as a selectable model provider. This is consistent with the PR's objective to integrate Groq support.
53-55: Integration of Groq into the model configuration logic. Ensure that the implementation ofaskGroqQuestionscorrectly handles all edge cases, especially since the PR author mentioned a lack of deep familiarity with the existing codebase.Verification successful
The implementation of
askGroqQuestionsappears to be comprehensive and handles various scenarios such as missing API keys, CI environments, and user prompts for model selection. The function ensures that default values are used when necessary and checks for environment variables.
- The function prompts the user for an API key if it's not provided and falls back to using the
GROQ_API_KEYenvironment variable if the user input is empty.- It uses default model values in CI environments or when user prompts are disabled.
- It allows the user to select the model and embedding model through prompts, ensuring that the configuration is set correctly.
Given this thorough handling of different scenarios, it seems that the function is well-implemented to manage edge cases.
Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify that `askGroqQuestions` handles all edge cases. # Test: Search for `askGroqQuestions` function definition and review its implementation. ast-grep --lang typescript --pattern $'export async function askGroqQuestions($_) { $$$ }'Length of output: 93
Script:
#!/bin/bash # Locate the `askGroqQuestions` function definition in the codebase. rg 'export async function askGroqQuestions' --type tsLength of output: 122
Script:
#!/bin/bash # Extract the implementation of the `askGroqQuestions` function from `helpers/providers/groq.ts`. ast-grep --lang typescript --pattern $'export async function askGroqQuestions($_) { $$$ }' helpers/providers/groq.tsLength of output: 119
Script:
#!/bin/bash # Extract the implementation of the `askGroqQuestions` function from `helpers/providers/groq.ts`. rg -A 20 'export async function askGroqQuestions' helpers/providers/groq.tsLength of output: 565
Script:
#!/bin/bash # Extract the complete implementation of the `askGroqQuestions` function from `helpers/providers/groq.ts`. rg -A 50 'export async function askGroqQuestions' helpers/providers/groq.tsLength of output: 1356
Script:
#!/bin/bash # Extract the complete implementation of the `askGroqQuestions` function from `helpers/providers/groq.ts`. rg -A 100 'export async function askGroqQuestions' helpers/providers/groq.tsLength of output: 1768
helpers/types.ts (1)
4-4: TheModelProvidertype has been updated to include "groq". This update is necessary for the type safety and correctness of the new functionality being integrated.templates/types/streaming/express/src/controllers/engine/settings.ts (1)
94-106: TheinitGroqfunction sets up Groq models and embedding models. Ensure thatALL_AVAILABLE_GROQ_MODELSincludes all necessary models and that the embedding model map is accurate and up-to-date. It might be beneficial to verify the sources of these models and their compatibility with the Groq API.Verification successful
The
ALL_AVAILABLE_GROQ_MODELSconstant is indeed imported fromllamaindex/llm/groq, confirming its existence. TheembedModelMapis used correctly in multiple places, mapping to specific model types.
ALL_AVAILABLE_GROQ_MODELSis imported and used in the code.- The
embedModelMapappears consistently and aligns with the expected usage.Based on this information, the concern about the completeness and accuracy of the Groq models and embedding models appears to be addressed.
Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the completeness and accuracy of Groq models and embedding models. # Test: Check the content of `ALL_AVAILABLE_GROQ_MODELS` and the embedding model map. ast-grep --lang typescript --pattern $'const ALL_AVAILABLE_GROQ_MODELS = $$$;'Length of output: 79
Script:
#!/bin/bash # Description: Verify the completeness and accuracy of Groq models and embedding models. # Test 1: Check the declaration of `ALL_AVAILABLE_GROQ_MODELS`. ast-grep --lang typescript --pattern $'const ALL_AVAILABLE_GROQ_MODELS = $$$;' # Test 2: Check the usage of `embedModelMap` to ensure it aligns with the models available in the Groq API. rg 'embedModelMap'Length of output: 834
Script:
#!/bin/bash # Description: Further verification of Groq models and embedding models. # Test 1: Search for any similar pattern that might indicate the presence of the model list. rg 'AVAILABLE_GROQ_MODELS' # Test 2: Check the context of `embedModelMap` usage to ensure it matches the available models. rg -A 5 'embedModelMap'Length of output: 3911
templates/types/streaming/fastapi/app/settings.py (1)
12-13: The integration of Groq provider into theinit_settingsfunction is correctly implemented.helpers/env-variables.ts (1)
218-226: The addition of theGROQ_API_KEYenvironment variable is well-structured and follows the existing pattern for other providers. However, ensure that themodelConfig.apiKeyis properly validated or sanitized before use.
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Actionable comments posted: 1
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Review profile: CHILL
Files selected for processing (1)
- templates/types/streaming/nextjs/app/api/chat/engine/settings.ts (2 hunks)
Additional comments not posted (2)
templates/types/streaming/nextjs/app/api/chat/engine/settings.ts (2)
31-33: Integration of Groq in theinitSettingsswitch statement looks good.
Line range hint
31-88: Overall structure and logic of the file with the new Groq integration are consistent and follow existing patterns.
templates/types/streaming/nextjs/app/api/chat/engine/settings.ts
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Adding to settings Adding also here since it might be needed small updates
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Actionable comments posted: 0
Outside diff range and nitpick comments (1)
helpers/env-variables.ts (1)
Line range hint
137-150: Wrap theenvsdeclaration in a block to restrict its scope to the 'chroma' case, addressing the lint error.- const envs = [ + { + const envs = [ { name: "CHROMA_COLLECTION", description: "The name of the collection in your Chroma database", }, { name: "CHROMA_HOST", description: "The API endpoint for your Chroma database", }, { name: "CHROMA_PORT", description: "The port for your Chroma database", }, ]; - // TS Version doesn't support config local storage path + // TS Version doesn't support config local storage path if (framework === "fastapi") { envs.push({ name: "CHROMA_PATH", description: `The local path to the Chroma database. Specify this if you are using a local Chroma database. Otherwise, use CHROMA_HOST and CHROMA_PORT config above`, }); } + } return envs;
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (7)
- helpers/env-variables.ts (1 hunks)
- helpers/providers/groq.ts (1 hunks)
- helpers/providers/index.ts (3 hunks)
- helpers/types.ts (1 hunks)
- templates/types/streaming/express/src/controllers/engine/settings.ts (3 hunks)
- templates/types/streaming/fastapi/app/settings.py (7 hunks)
- templates/types/streaming/nextjs/app/api/chat/engine/settings.ts (2 hunks)
Files skipped from review as they are similar to previous changes (6)
- helpers/providers/groq.ts
- helpers/providers/index.ts
- helpers/types.ts
- templates/types/streaming/express/src/controllers/engine/settings.ts
- templates/types/streaming/fastapi/app/settings.py
- templates/types/streaming/nextjs/app/api/chat/engine/settings.ts
Additional context used
Biome
helpers/env-variables.ts
[error] 137-150: Other switch clauses can erroneously access this declaration.
Wrap the declaration in a block to restrict its access to the switch clause. (lint/correctness/noSwitchDeclarations)The declaration is defined in this switch clause:
Unsafe fix: Wrap the declaration in a block.
Additional comments not posted (1)
helpers/env-variables.ts (1)
218-226: The integration of theGROQ_API_KEYenvironment variable is well-implemented.
| "all-mpnet-base-v2": "Xenova/all-mpnet-base-v2", | ||
| }; | ||
| Settings.llm = new Groq({ | ||
| model: process.env.MODEL as keyof typeof ALL_AVAILABLE_GROQ_MODELS, |
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Needs modelMap lookup like in settings.py - values of the map need to be of type keyof typeof ALL_AVAILABLE_GROQ_MODELS
| model: process.env.MODEL as keyof typeof ALL_AVAILABLE_GROQ_MODELS, | |
| model: modelMap[process.env.MODEL!], |
(same also for nextjs)
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You mean doing something like this ?
diff --git a/templates/types/streaming/nextjs/app/api/chat/engine/settings.ts b/templates/types/streaming/nextjs/app/api/chat/engine/settings.ts
index 48b0cac..3987cc1 100644
--- a/templates/types/streaming/nextjs/app/api/chat/engine/settings.ts
+++ b/templates/types/streaming/nextjs/app/api/chat/engine/settings.ts
@@ -79,9 +79,17 @@ function initGroq() {
"all-MiniLM-L6-v2": "Xenova/all-MiniLM-L6-v2",
"all-mpnet-base-v2": "Xenova/all-mpnet-base-v2",
};
+
+ const modelMap: Record<string, string> = {
+ "llama3-8b": "llama3-8b-8192",
+ "llama3-70b": "llama3-70b-8192",
+ "mixtral-8x7b": "mixtral-8x7b-32768",
+ }
+
Settings.llm = new Groq({
- model: process.env.MODEL as keyof typeof ALL_AVAILABLE_GROQ_MODELS,
+ model: modelMap[process.env.MODEL!],
});
+
Settings.embedModel = new HuggingFaceEmbedding({
modelType: embedModelMap[process.env.EMBEDDING_MODEL!],
});Tough honestly I'm not really sure how to do those things I just though of doing things similarly to what was done for anthropic but actually I haven't really understood this first line:
import { ALL_AVAILABLE_ANTHROPIC_MODELS } from "llamaindex/llm/anthropic";I mean I have never used typescript that is way I struggle a bit with that part
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@Jac-Zac yes exactly, that looks good. The Groq class supports string type as model, so don't worry about ALL_AVAILABLE_GROQ_MODELS.
This code should run, can you test it on TS?
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Files selected for processing (2)
- .changeset/pink-terms-cheer.md (1 hunks)
- helpers/providers/groq.ts (1 hunks)
Files skipped from review due to trivial changes (1)
- .changeset/pink-terms-cheer.md
Files skipped from review as they are similar to previous changes (1)
- helpers/providers/groq.ts
I suppose I had to added it in both places
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Files selected for processing (2)
- templates/types/streaming/express/src/controllers/engine/settings.ts (3 hunks)
- templates/types/streaming/nextjs/app/api/chat/engine/settings.ts (3 hunks)
Files skipped from review as they are similar to previous changes (2)
- templates/types/streaming/express/src/controllers/engine/settings.ts
- templates/types/streaming/nextjs/app/api/chat/engine/settings.ts
I'd like to propose adding support for Groq as a model provider. I'm not deeply familiar with the existing implementation, but I believe this could be useful. If anyone is interested in help me with it, I'd appreciate the assistance (since I really do not have much time lately). I hope this is a good starting point.
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New Features
Improvements