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Search Groq , found 25 results

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Groq Local Development Workflow Setup

groq-local-dev-loop

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide to setting up a fast, reproducible local development workflow for Groq applications. This setup includes structured project scaffolding, implementing singleton clients, defining model constants, and providing isolated unit tests with mocking, alongside live integration tests. Ideal for developers building low-latency LLM applications and ensuring rapid iteration cycles.

Groq LLM Migration Deep Dive

groq-migration-deep-dive

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide for migrating Large Language Model (LLM) integrations from providers like OpenAI or Anthropic to Groq. It details technical steps including SDK replacement, model ID mapping, building provider abstraction layers, and implementing zero-downtime traffic shifting using feature flags. This ensures developers can leverage Groq's superior speed while maintaining service continuity.

Multi-Environment Groq Setup Guide

groq-multi-env-setup

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide to configuring and managing Groq API access across development, staging, and production environments. This skill establishes environment-specific configurations, ensuring optimal model selection, rate limit handling, and secure secret management (using AWS, GCP, Vault) for robust and scalable LLM integrations.

Observability for Groq Integrations

groq-observability

jeremylongshore/claude-code-plugins-plus-skills

This skill provides comprehensive observability tools for Groq API integrations. It instruments the client to track critical performance metrics such as Time to First Token (TTFT), total latency, token throughput, and estimated cost. Furthermore, it sets up Prometheus exporters and alert rules to monitor rate limit status and detect performance degradation in real-time, ensuring robust production monitoring.

Groq API Performance Optimization Guide

groq-performance-tuning

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide to maximizing Groq API performance. This skill details advanced techniques including optimal model selection (balancing latency and quality), implementing semantic caching, efficient token management, streaming responses for perceived speed, and orchestrating parallel requests to ensure high throughput and low latency in production applications.

Groq Production Deployment Checklist

groq-prod-checklist

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive checklist for deploying Groq-powered applications to production. It covers critical areas including secure API key management, model fallback strategies, rate limit planning, implementing robust error handling (e.g., circuit breakers), setting up health endpoints, and configuring detailed monitoring and spending controls necessary for a successful, stable go-live.

Implement Groq Rate Limit Handling

groq-rate-limits

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive utility for managing Groq's API rate limits (RPM/TPM). It implements robust patterns including exponential backoff, automated retries upon 429 errors, and structured request queuing to ensure stable and efficient high-throughput API calls. Includes functions for parsing detailed rate limit headers.

Groq Production Architecture Design

groq-reference-architecture

jeremylongshore/claude-code-plugins-plus-skills

This guide details a production-ready reference architecture for applications built on Groq's LPU inference API. It covers sophisticated model routing based on latency, quality, or cost needs, implementing streaming pipelines, and establishing robust multi-provider fallback chains (e.g., Groq primary to OpenAI backup). Ideal for designing and reviewing complex, resilient LLM systems.

Implementing Groq SDK Patterns

groq-sdk-patterns

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide to production-ready patterns for using the Groq SDK in TypeScript and Python. Covers best practices for client singleton setup, type-safe completions, streaming, robust error handling (rate limiting, API errors), and implementing exponential backoff retries to ensure stable, high-performance LLM integration.

Groq Security Best Practices Guide

groq-security-basics

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide detailing best practices for securing Groq API keys and managing data privacy. It covers critical steps such as using environment variables, implementing secure key rotation procedures, preventing key leaks via pre-commit hooks, and defending against prompt injection attacks for robust application development.

Groq SDK Upgrade and Model Migration

groq-upgrade-migration

jeremylongshore/claude-code-plugins-plus-skills

This comprehensive guide assists developers in upgrading the groq-sdk package and migrating away from deprecated Groq model IDs. It provides step-by-step instructions, model deprecation timelines, and best practices for maintaining compatibility with the latest Groq API features, ensuring smooth integration with the rapidly evolving Groq ecosystem.

Groq Event-Driven Architecture Patterns

groq-webhooks-events

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide to building scalable, event-driven architectures using the Groq API. Learn advanced patterns including Server-Sent Events (SSE) for real-time streaming, batch processing with job queues (e.g., BullMQ), and processing incoming webhook events for robust LLM pipelines.

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