AI Builder's Toolkit
35+ essential tools for building AI applications. Curated by the AGI House Canada community.
Community Favorites
Ollama
Run LLMs locally with one command. Supports Llama, Mistral, and more.
Modal
Serverless Python for ML. Run code on GPUs without DevOps.
Pinecone
Managed vector database. Easy to use, scales well.
vLLM
Fast LLM serving with PagedAttention. Production-ready.
Weights & Biases
Experiment tracking, model versioning, and collaboration.
LangChain
Framework for building LLM applications with chains.
All Tools(35 tools)
Hugging Face
The GitHub for ML. Models, datasets, and Spaces for hosting.
OpenRouter
One API for all LLMs. Claude, GPT-4, Llama, and more.
Together AI
Fast inference for open-source models at low cost.
Replicate
Run ML models in the cloud with simple API.
Groq
Blazing fast LLM inference with custom hardware.
Cohere
🍁Enterprise-focused LLM API with strong embeddings.
RunPod
Affordable GPU cloud with spot instances and templates.
Lambda Labs
GPU cloud built for ML. Simple pricing, good availability.
Vast.ai
P2P GPU marketplace. Cheapest GPUs, less reliable.
Paperspace
GPU cloud with Gradient notebooks and deployments.
Weaviate
Open-source vector database with rich features.
Chroma
Lightweight embedding database. Great for prototyping.
Qdrant
High-performance vector search with filtering.
LanceDB
Serverless vector database built on Lance format.
Unstructured
Extract text and data from any document format.
BentoML
Framework for serving ML models at scale.
FastAPI
Modern Python web framework. Perfect for ML APIs.
Ray Serve
Scalable model serving from the Ray ecosystem.
Gradio
Build ML web apps in minutes. Great for demos.
Streamlit
Turn data scripts into shareable web apps.
MLflow
Open-source MLOps platform. Tracks experiments and models.
Langfuse
Observability for LLM applications. Traces and analytics.
Helicone
LLM observability with cost tracking and caching.
Arize AI
ML observability for production models.
LlamaIndex
Data framework for LLM apps. Great for RAG.
Instructor
Structured outputs from LLMs with Pydantic.
DSPy
Programming—not prompting—LMs with optimizable modules.
Cursor
AI-first code editor built on VS Code.
Aider
AI pair programming in your terminal.
Know a tool we're missing?
This directory is community-driven. Suggest additions or updates.
Suggest a ToolGet the Complete Toolkit PDF
Downloadable version with setup guides and comparison charts.
No spam, ever. Unsubscribe anytime.