Advisor
4007 toolsSetup guides, integration stacks, and tool recommendations. Find the right tool and learn how to ship with it.
Groq
LPU (Language Processing Unit) custom silicon delivers 5–10× faster token generation than GPU inference at comparable pricing — the fastest API for open-source LLMs.
Chroma
Chroma stands out as an open-source vector database that offers both self-hosted and cloud deployment options, making it a flexible choice for developers looking to integrate efficient search capabilities into their AI applications.
Milvus
Milvus stands out as an open-source vector database that offers high performance and scalability, making it ideal for large-scale AI applications where efficient vector data management is critical.
Neon
Neon stands out as a tool that allows developers to write safe, high-performance native Node.js modules in Rust, offering a unique blend of memory safety and speed.
Qdrant
The only open-source vector database that combines high-performance Rust implementation with extended filtering support, making it ideal for complex search and recommendation systems.
Supabase
The open-source Firebase alternative with Postgres
Weaviate
The only vector database that combines native multi-tenancy, automatic index optimization, and support for custom ML models at production scale.
MongoDB Atlas
The developer data platform built on MongoDB
Pinecone
Pinecone stands out as a cloud-based vector database with real-time scalability and high-performance similarity search, making it ideal for applications that need fast and accurate data retrieval in real time.
Turso
SQLite for the edge — low latency, multi-tenant, globally distributed
Upstash
Serverless Redis, Kafka, and QStash — pay per request
NeMo Framework
NeMo stands out as an open-source, PyTorch-based framework offering extensive support for large language models and multimodal AI integration, making it ideal for researchers and developers working on complex generative AI projects.
Popular Stacks
Curated tool combinations that work well together. Each guide explains the integration points and common patterns.
Next.js + Supabase + Vercel
The modern full-stack starter. Server components, Postgres, and edge deployment in one workflow.
React + Clerk + Stripe
SaaS authentication and billing in a box. Drop-in UI components for auth and payments.
LangChain + Pinecone + OpenAI
The canonical RAG stack. Embeddings, vector storage, and LLM orchestration for AI-powered search.
Remix + Prisma + PlanetScale
Type-safe full-stack with serverless MySQL. Nested routes, loaders, and schema-driven data access.
Astro + Tailwind + Netlify
Content-first static sites with zero JS by default. Perfect for blogs, docs, and marketing pages.
Not sure which tool to use?
The Navigator can help you pick the right tool for your specific situation.