Useful Links

EU AI Act

artificialintelligenceact.eu

text, timelines, GPAI obligations.

EU AI Act explorer

artificialintelligenceact.eu

searchable annotated text.

NIST AI Risk Management Framework

www.nist.gov

NIST AI Risk Management Framework resource in AI Policy & Governance.

NIST GenAI Profile

airc.nist.gov

companion to AI RMF.

US Executive Order 14110 (Oct 2023)

www.whitehouse.gov

US Executive Order 14110 (Oct 2023) resource in AI Policy & Governance.

UK AI policy (DSIT)

www.gov.uk

UK AI policy (DSIT) resource in AI Policy & Governance.

OECD AI Principles

oecd.ai

OECD AI Principles resource in AI Policy & Governance.

Council of Europe AI Convention

www.coe.int

first binding international treaty.

UK AI Safety Institute

www.aisi.gov.uk

UK AI Safety Institute resource in AI Policy & Governance.

US AISI (at NIST)

www.nist.gov

US AISI (at NIST) resource in AI Policy & Governance.

Anthropic RSP

www.anthropic.com

Responsible Scaling Policy.

OpenAI Preparedness Framework

openai.com

OpenAI Preparedness Framework resource in AI Policy & Governance.

Google DeepMind Frontier Safety Framework

deepmind.google

Google DeepMind Frontier Safety Framework resource in AI Policy & Governance.

OECD AI Observatory

oecd.ai

policies and metrics.

Stanford HAI

hai.stanford.edu

Stanford HAI resource in AI Policy & Governance.

Centre for the Governance of AI (GovAI)

www.governance.ai

Centre for the Governance of AI (GovAI) resource in AI Policy & Governance.

Center for AI Safety

www.safe.ai

Center for AI Safety resource in AI Policy & Governance.

Future of Life Institute

futureoflife.org

Future of Life Institute resource in AI Policy & Governance.

Partnership on AI

partnershiponai.org

Partnership on AI resource in AI Policy & Governance.

AI Now Institute

ainowinstitute.org

AI Now Institute resource in AI Policy & Governance.

Zvi Mowshowitz on policy

thezvi.substack.com

Zvi Mowshowitz on policy resource in AI Policy & Governance.

Anthropic Policy

www.anthropic.com

Anthropic Policy resource in AI Policy & Governance.

MIT Tech Review on AI policy

www.technologyreview.com

MIT Tech Review on AI policy resource in AI Policy & Governance.

Perplexity

www.perplexity.ai

answer engine with citations; category leader.

You.com

you.com

multi-model with search modes.

Phind

www.phind.com

developer-focused.

Exa

exa.ai

semantic search as an API for builders.

Brave Search + Leo

search.brave.com

privacy-first.

Andi

andisearch.com

visual answer search.

Komo

komo.ai

community + AI search.

Arc / Arc Search

arc.net

The Browser Company.

Dia

www.diabrowser.com

The Browser Company's AI-native successor.

Brave Leo

brave.com

sidebar assistant in Brave.

NotebookLM

notebooklm.google

Google; source-grounded chat + audio overviews.

Mem

get.mem.ai

AI-organized notes.

Reflect

reflect.app

note app with AI assistant.

Tana

tana.inc

node-based with AI workflows.

Capacities

capacities.io

object-based notes + AI.

Glean

www.glean.com

enterprise search across SaaS.

Hebbia

www.hebbia.com

document intelligence.

Vectara

vectara.com

RAG-as-a-service.

Smart Connections

github.com

semantic backlinks.

Copilot for Obsidian

github.com

chat with vault.

Text Generator

github.com

inline AI completion.

Artificial Analysis

artificialanalysis.ai

speed, price, quality across providers.

OpenRouter rankings

openrouter.ai

real-world usage by app/model.

LLM Stats

llm-stats.com

pricing + capability table.

LMArena (formerly Chatbot Arena)

lmarena.ai

human pairwise vote.

LiveBench

livebench.ai

contamination-resistant, frequent refresh.

Hugging Face Open LLM Leaderboard

huggingface.co

open weights only.

SEAL Leaderboards

scale.com

Scale AI private evals.

AlpacaEval

tatsu-lab.github.io

instruction-following auto-eval.

SWE-bench

www.swebench.com

real-world GitHub issue resolution.

Aider Polyglot leaderboard

aider.chat

edit-format coding bench.

BigCodeBench

bigcode-bench.github.io

BigCodeBench resource in Comparisons & Stats.

ARC-AGI

arcprize.org

abstraction/reasoning.

Vellum LLM leaderboard

www.vellum.ai

aggregated.

Epoch AI

epoch.ai

compute, training-run, scaling data.

Stanford AI Index

aiindex.stanford.edu

annual report, very comprehensive.

State of AI Report

www.stateof.ai

Nathan Benaich's annual deck.

Our World in Data — AI

ourworldindata.org

long-run charts.

Vast.ai

vast.ai

peer-to-peer; cheapest by far, variable reliability.

RunPod

www.runpod.io

pods + serverless; great UX.

TensorDock

www.tensordock.com

broad GPU selection.

Hyperstack

www.hyperstack.cloud

Nordic energy, reliable A100/H100.

Paperspace

www.paperspace.com

Gradient notebooks + dedicated.

Salad

salad.com

distributed consumer GPUs.

Cudo Compute

www.cudocompute.com

Cudo Compute resource in Compute & GPU Hosting.

CoreWeave

www.coreweave.com

H100/H200 clusters at scale.

Lambda Labs

lambdalabs.com

popular among researchers.

Crusoe Cloud

crusoecloud.com

stranded-energy GPUs.

Together

www.together.ai

inference + training.

GPU List

www.gpulist.ai

aggregated marketplace pricing.

ShadeForm

www.shadeform.com

orchestrates spot GPUs across providers.

Cloud GPU comparison

fullstackdeeplearning.com

(Full Stack Deep Learning)

Apple Silicon (MLX)

github.com

surprisingly capable up to ~30B locally.

Tinybox / tinygrad

tinygrad.org

DIY rigs, opinionated.

NVIDIA Jetson

developer.nvidia.com

edge inference.

NeurIPS

neurips.cc

Neural Information Processing Systems (Dec).

ICML

icml.cc

International Conference on Machine Learning (Jul).

ICLR

iclr.cc

Learning Representations (Apr/May).

COLM

colmweb.org

Conference on Language Modeling (Oct, new since 2024).

ACL

www.aclweb.org

Association for Computational Linguistics.

EMNLP

aclweb.org

Empirical Methods in NLP.

CVPR

cvpr.thecvf.com

Computer Vision and Pattern Recognition.

ICCV / ECCV

www.thecvf.com

vision (alternating).

AI Engineer Summit / World

www.ai.engineer

swyx-organized; engineering-focused.

The AI Conference (SF)

theaiconf.com

The AI Conference (SF) resource in Conferences & Events.

Ray Summit

raysummit.anyscale.com

distributed Python + ML.

MLOps World

mlopsworld.com

MLOps World resource in Conferences & Events.

Anthropic events

www.anthropic.com

Anthropic events resource in Conferences & Events.

OpenAI DevDay

openai.com

OpenAI DevDay resource in Conferences & Events.

Google I/O

io.google

AI tracks.

NVIDIA GTC

www.nvidia.com

NVIDIA GTC resource in Conferences & Events.

Web Marketing Festival (WMF, Rimini)

www.webmarketingfestival.it

has a sizeable AI track.

CfgMgmtCamp (Ghent)

cfgmgmtcamp.org

DevOps; AI/agents tracks emerging.

All Things Open

allthingsopen.org

open source incl. AI.

The AI Summit

www.theaisummit.com

(various cities)

Hugging Face events / hackathons

huggingface.co

Hugging Face events / hackathons resource in Conferences & Events.

Hugging Face Datasets

huggingface.co

de-facto registry; streaming, viewer, parquet shards.

Kaggle Datasets

www.kaggle.com

strong on tabular + competition data.

Papers with Code — Datasets

paperswithcode.com

indexed by the papers that use them.

Google Dataset Search

datasetsearch.research.google.com

search across publishers worldwide.

OpenML

www.openml.org

tabular ML datasets + benchmark suites.

UCI ML Repository

archive.ics.uci.edu

the classic; still hosts canonical benchmarks.

AWS Open Data Registry

registry.opendata.aws

petabyte-scale science/geo data on S3.

Zenodo

zenodo.org

CERN-hosted; every upload gets a DOI.

Common Crawl

commoncrawl.org

petabyte-scale web crawl, raw material behind most LLMs.

FineWeb / FineWeb-Edu

huggingface.co

HF's filtered Common Crawl subsets, current SOTA pretraining mix.

RedPajama-v2

huggingface.co

open reproduction of LLaMA's training data.

Dolma

allenai.org

AI2's 3T-token open corpus for OLMo.

EleutherAI datasets

huggingface.co

The Pile and successors.

Wikipedia dumps

dumps.wikimedia.org

full dumps, all languages.

arXiv bulk access

info.arxiv.org

full-text on S3, requester-pays.

Stack Exchange dumps

archive.org

Q&A across all sites, quarterly.

Project Gutenberg

www.gutenberg.org

public-domain books.

OpenAssistant (oasst1/2)

huggingface.co

open instruction-tuning conversations.

Anthropic HH-RLHF

huggingface.co

helpful/harmless preference data.

The Stack v2

huggingface.co

BigCode's permissively-licensed source (~900 GB).

GH Archive

www.gharchive.org

every public GitHub event since 2011.

HumanEval

github.com

OpenAI's canonical code-gen benchmark.

MBPP

huggingface.co

basic Python problems with tests.

LAION-5B

laion.ai

5 B image-text pairs from Common Crawl.

ImageNet

www.image-net.org

the original; still baseline for many tasks.

COCO

cocodataset.org

objects in context; detection/segmentation/captioning.

Open Images V7

storage.googleapis.com

Google's labeled image set, ~9 M images.

DataComp

www.datacomp.ai

open pipeline + dataset for CLIP-style training.

Wikimedia Commons

commons.wikimedia.org

public-domain / freely-licensed media.

Common Voice

commonvoice.mozilla.org

Mozilla's open voice corpus, 100+ languages.

LibriSpeech

www.openslr.org

1000 h of read audiobooks, English.

People's Speech

mlcommons.org

MLCommons, 30k h transcribed.

AudioSet

research.google.com

Google's 2 M-clip ontology of sounds.

VoxPopuli

huggingface.co

multilingual EU parliament audio.

Kinetics-700

github.com

650 k clips of human actions.

HowTo100M

www.di.ens.fr

136 M narrated instructional clips.

YouTube-8M

research.google.com

Google's labeled video features.

Wikidata

www.wikidata.org

structured Wikipedia, machine-readable.

DBpedia

www.dbpedia.org

RDF extraction of Wikipedia.

OpenAlex

openalex.org

open catalog of scholarly works (replaces Microsoft Academic).

data.gov (US)

data.gov

data.gov (US) resource in Datasets.

data.europa.eu (EU)

data.europa.eu

data.europa.eu (EU) resource in Datasets.

ISTAT (Italy)

www.istat.it

ISTAT (Italy) resource in Datasets.

data.gov.uk

www.data.gov.uk

data.gov.uk resource in Datasets.

World Bank Open Data

data.worldbank.org

World Bank Open Data resource in Datasets.

FRED

fred.stlouisfed.org

US Federal Reserve economic time series.

Our World in Data

ourworldindata.org

curated, cleaned global datasets + charts.

Copernicus Data Space

dataspace.copernicus.eu

ESA Sentinel imagery.

USGS Earth Explorer

earthexplorer.usgs.gov

Landsat + USGS archives.

OpenStreetMap (planet)

planet.openstreetmap.org

raw planet data.

MMLU

github.com

57-subject knowledge test.

GSM8K

huggingface.co

grade-school math word problems.

MATH

github.com

competition math.

TruthfulQA

github.com

factuality / common misconceptions.

BIG-bench

github.com

200+ community tasks.

HELM

crfm.stanford.edu

Stanford's holistic eval suite.

Gretel AI

gretel.ai

synthetic tabular/text, free tier.

Mostly AI

www.mostly.ai

synthetic tabular, GDPR-friendly.

AWS Data Exchange

aws.amazon.com

AWS Data Exchange resource in Datasets.

Snowflake Marketplace

www.snowflake.com

Snowflake Marketplace resource in Datasets.

Databricks Marketplace

www.databricks.com

Databricks Marketplace resource in Datasets.

Datarade

datarade.ai

broad data-marketplace aggregator.

Bright Data

brightdata.com

managed web scraping at scale.

Scale AI

scale.com

labeled data + RLHF pipelines for enterprises.

Have I Been Trained?

haveibeentrained.com

search whether content is in LAION.

Spawning

spawning.ai

opt-out + licensing tools.

Datasette

datasette.io

explore any dataset as a queryable web app.

DVC

dvc.org

git-style versioning for data and models.

Croissant

mlcommons.org

ML dataset metadata standard, supported by HF/Google/Kaggle.

OpenAI Platform

platform.openai.com

Official API documentation, guides, and reference for building with OpenAI models.

Claude Code

claude.com

Anthropic's CLI agent.

Codex CLI

github.com

OpenAI's CLI agent.

Gemini CLI

github.com

Google's CLI agent.

Aider

aider.chat

git-aware pair-programming CLI.

OpenCode

opencode.ai

open-source TUI coding agent.

Cursor

cursor.com

fork of VS Code, agent-native.

Windsurf

windsurf.com

Codeium's agentic editor.

Zed

zed.dev

fast native editor with AI panel.

Continue

continue.dev

open-source IDE extension.

Cline

cline.bot

VS Code agent extension.

Roo Code

roocode.com

Cline fork, broader model support.

GitHub Copilot

github.com

GitHub Copilot resource in Dev Tools & Coding Agents.

Devin

devin.ai

Cognition's autonomous SWE.

Replit Agent

replit.com

full-stack agent in Replit.

Bolt.new

bolt.new

StackBlitz, full-stack from prompt.

v0

v0.dev

Vercel, UI generation.

Lovable

lovable.dev

full-app generation.

Ollama

ollama.com

easiest local model runner.

LM Studio

lmstudio.ai

desktop GUI for local models.

llama.cpp

github.com

the reference local runtime.

vLLM

docs.vllm.ai

high-throughput inference server.

Hugging Face

huggingface.co

models, datasets, spaces.

OpenRouter

openrouter.ai

unified API across providers.

Groq

groq.com

LPU, extremely fast inference.

Together AI

www.together.ai

open-model hosting.

Fireworks AI

fireworks.ai

fast open-model serving.

Replicate

replicate.com

run any model via API.

Modal

modal.com

serverless GPU compute.

Model Context Protocol (MCP)

modelcontextprotocol.io

Anthropic's tool/context spec.

Claude Agent SDK

docs.claude.com

Claude Agent SDK resource in Dev Tools & Coding Agents.

LangChain

www.langchain.com

LangChain resource in Dev Tools & Coding Agents.

LlamaIndex

www.llamaindex.ai

RAG framework.

LiteLLM

www.litellm.ai

provider-agnostic SDK proxy.

Pydantic AI

ai.pydantic.dev

typed agent framework.

LlamaParse

cloud.llamaindex.ai

LlamaIndex's hosted parser; strong on tables.

Unstructured

unstructured.io

open-source + hosted; broad format support.

Reducto

reducto.ai

high-fidelity proprietary parser.

Docling

github.com

IBM open-source, well-engineered.

Marker

github.com

open-source PDF → markdown.

Nougat

github.com

Meta; academic-paper focused.

MinerU

github.com

open-source, strong on math/tables.

Tesseract

github.com

the classic, still ubiquitous.

PaddleOCR

github.com

Baidu; strong multilingual.

Surya

github.com

modern open OCR (line-level).

OCRmyPDF

github.com

Tesseract wrapper for PDFs.

Mistral OCR

mistral.ai

recent commercial offering.

LayoutLM v3

huggingface.co

(Microsoft)

Donut

huggingface.co

OCR-free document understanding.

OmniParser

github.com

(Microsoft) UI/document parser.

AWS Textract

aws.amazon.com

AWS Textract resource in Document & PDF Processing.

Google Document AI

cloud.google.com

Google Document AI resource in Document & PDF Processing.

Azure Document Intelligence

azure.microsoft.com

Azure Document Intelligence resource in Document & PDF Processing.

Adobe PDF Services API

developer.adobe.com

Adobe PDF Services API resource in Document & PDF Processing.

Hugging Face TRL

huggingface.co

RLHF, DPO, SFT trainers.

Hugging Face PEFT

huggingface.co

LoRA, QLoRA, adapters.

Axolotl

github.com

config-driven fine-tuning; community standard.

LLaMA-Factory

github.com

UI + CLI for fine-tuning many open models.

Unsloth

github.com

2-5× faster LoRA via Triton kernels.

torchtune

pytorch.org

PyTorch native, scalable.

MLX-LM

github.com

fine-tuning on Apple Silicon.

DeepSpeed

www.deepspeed.ai

Microsoft; ZeRO sharding.

FSDP

pytorch.org

PyTorch native.

Megatron-LM

github.com

NVIDIA; 3D parallelism.

OpenAI fine-tuning

platform.openai.com

OpenAI fine-tuning resource in Fine-tuning & Training.

Anthropic fine-tuning (via Bedrock)

docs.aws.amazon.com

Anthropic fine-tuning (via Bedrock) resource in Fine-tuning & Training.

Google Vertex AI tuning

cloud.google.com

Google Vertex AI tuning resource in Fine-tuning & Training.

Together fine-tuning

docs.together.ai

Together fine-tuning resource in Fine-tuning & Training.

Fireworks fine-tuning

docs.fireworks.ai

Fireworks fine-tuning resource in Fine-tuning & Training.

Mistral fine-tuning

docs.mistral.ai

Mistral fine-tuning resource in Fine-tuning & Training.

LoRA

arxiv.org

Hu et al., 2021.

QLoRA

arxiv.org

4-bit LoRA.

DPO

arxiv.org

direct preference optimization, simpler than PPO.

HF Alignment Handbook

github.com

practical RLHF recipes.

Anthropic

www.anthropic.com

Claude family, safety-focused.

OpenAI

openai.com

GPT / o-series / Codex.

Google DeepMind

deepmind.google

Gemini, AlphaFold, etc.

Meta AI

ai.meta.com

Llama series, open weights.

xAI

x.ai

Grok.

Mistral AI

mistral.ai

Paris, open + commercial.

Cohere

cohere.com

enterprise-focused, RAG.

AI21 Labs

www.ai21.com

Jamba (SSM-transformer hybrid).

Black Forest Labs

blackforestlabs.ai

Flux image models.

Stability AI

stability.ai

Stable Diffusion lineage.

DeepSeek

www.deepseek.com

strong open-weight reasoning.

Alibaba Qwen

qwen.ai

open-weight, broad model family.

Moonshot AI (Kimi)

www.kimi.com

long-context.

Z.ai (Zhipu / GLM)

z.ai

Z.ai (Zhipu / GLM) resource in Frontier Labs & Model Providers.

Midjourney

www.midjourney.com

image.

Runway

runwayml.com

video.

Luma AI

lumalabs.ai

video (Dream Machine).

Pika

pika.art

video.

ElevenLabs

elevenlabs.io

voice/TTS.

Suno

suno.com

music.

Udio

www.udio.com

music.

HeyGen

www.heygen.com

video avatars.

Andrej Karpathy — Zero to Hero

www.youtube.com

from micrograd to GPT; exceptional.

Karpathy — "Let's build GPT-2"

www.youtube.com

4-hour masterclass, single video.

fast.ai — Practical Deep Learning

course.fast.ai

top-down pedagogy.

Hugging Face Course

huggingface.co

transformers, RL, audio.

DeepLearning.AI

www.deeplearning.ai

(Andrew Ng) many specializations + short courses.

Stanford CS25 — Transformers United

web.stanford.edu

guest-lecturer seminar.

Stanford CS336 — Language Modeling from Scratch

stanford-cs336.github.io

Stanford CS336 — Language Modeling from Scratch resource in Learning Resources.

MIT 6.S191 — Intro to Deep Learning

introtodeeplearning.com

MIT 6.S191 — Intro to Deep Learning resource in Learning Resources.

3Blue1Brown — Neural Networks

www.3blue1brown.com

visual intuition.

AI Engineering

www.oreilly.com

Chip Huyen (O'Reilly, 2024).

Hands-On Large Language Models

www.oreilly.com

Alammar & Grootendorst (O'Reilly).

Build a Large Language Model (From Scratch)

www.manning.com

Sebastian Raschka (Manning).

Designing Machine Learning Systems

huyenchip.com

Chip Huyen.

Deep Learning

www.deeplearningbook.org

Goodfellow/Bengio/Courville (free online).

Sebastian Raschka — Ahead of AI

magazine.sebastianraschka.com

clear, technical.

Maxime Labonne

mlabonne.github.io

fine-tuning, model merging.

Eugene Yan

eugeneyan.com

patterns for production LLMs.

Hamel Husain

hamel.dev

evaluation-focused.

Chip Huyen

huyenchip.com

Chip Huyen resource in Learning Resources.

Anthropic Courses

github.com

Anthropic Courses resource in Learning Resources.

HF NLP Course

huggingface.co

HF NLP Course resource in Learning Resources.

LangChain Academy

academy.langchain.com

LangChain Academy resource in Learning Resources.

Pinecone Learning Center

www.pinecone.io

RAG focus.

Yannic Kilcher

www.youtube.com

deep paper walkthroughs.

AI Coffee Break

www.youtube.com

shorter, accessible.

Weights & Biases

wandb.ai

de-facto standard for tracking/sweeps.

MLflow

mlflow.org

open-source tracking + registry.

Comet

www.comet.com

tracking + production monitoring.

Neptune.ai

neptune.ai

tracking, foundation-model-friendly.

ClearML

clear.ml

open-source MLOps suite.

DVC

dvc.org

git-style data/model versioning.

Metaflow

metaflow.org

Netflix, Pythonic DAGs.

Flyte

flyte.org

Kubernetes-native, typed.

ZenML

www.zenml.io

pluggable MLOps framework.

Kubeflow

www.kubeflow.org

K8s ML pipelines.

Prefect

www.prefect.io

modern Python workflows.

Dagster

dagster.io

asset-oriented orchestration.

Airflow

airflow.apache.org

the old guard, still ubiquitous.

BentoML

www.bentoml.com

model packaging + serving.

KServe

kserve.github.io

K8s model serving (CNCF).

Seldon

www.seldon.io

enterprise inference.

NVIDIA Triton

developer.nvidia.com

high-perf inference server.

Ray Serve

docs.ray.io

distributed Python serving.

Vertex AI

cloud.google.com

GCP.

SageMaker

aws.amazon.com

AWS.

Azure Machine Learning

azure.microsoft.com

Azure Machine Learning resource in MLOps Platforms.

Databricks

www.databricks.com

lakehouse + ML.

Langfuse

langfuse.com

open-source LLM observability.

LangSmith

www.langchain.com

LangChain's hosted observability.

Helicone

www.helicone.ai

proxy-based LLM logging.

Phoenix (Arize)

phoenix.arize.com

open-source LLM tracing/evals.

Arize AI

arize.com

production ML/LLM observability.

TruLens

www.trulens.org

eval & feedback for LLM apps.

Braintrust

www.braintrust.dev

eval platform for AI products.

WhyLabs

whylabs.ai

data/model monitoring.

OpenLLMetry / Traceloop

www.traceloop.com

OpenTelemetry for LLMs.

Simon Willison's Weblog

simonwillison.net

daily, link-rich, no-bullshit.

Import AI

importai.substack.com

Jack Clark (Anthropic), policy + research weekly.

Interconnects

www.interconnects.ai

Nathan Lambert, post-training depth.

Latent Space

www.latent.space

swyx, AI engineering.

One Useful Thing

www.oneusefulthing.org

Ethan Mollick, applied/work impact.

Don't Worry About the Vase

thezvi.substack.com

Zvi Mowshowitz, exhaustive weekly.

AI Snake Oil

www.aisnakeoil.com

Narayanan & Kapoor, hype-busting.

Stratechery

stratechery.com

Ben Thompson, AI strategy/business angle.

Smol AI News

news.smol.ai

daily Discord/Twitter digest.

TLDR AI

tldr.tech

short daily email.

Ben's Bites

bensbites.com

daily AI news.

The Rundown AI

www.therundown.ai

daily, broad-audience.

r/LocalLLaMA

www.reddit.com

best community for local/open models.

r/MachineLearning

www.reddit.com

r/MachineLearning resource in News, Newsletters & Communities.

Hacker News

news.ycombinator.com

AI threads frequent on front page.

EleutherAI Discord

www.eleuther.ai

open research.

Hugging Face Discord/Forum

discuss.huggingface.co

Hugging Face Discord/Forum resource in News, Newsletters & Communities.

Anthropic Discord

www.anthropic.com

Anthropic Discord resource in News, Newsletters & Communities.

OpenAI Developer Community

community.openai.com

OpenAI Developer Community resource in News, Newsletters & Communities.

Anthropic prompt engineering overview

docs.claude.com

system prompts, XML tags, multi-shot, CoT.

Anthropic prompt library

docs.claude.com

task-specific reference prompts.

OpenAI cookbook

cookbook.openai.com

recipes, eval patterns, function calling.

Google Gemini prompting guide

ai.google.dev

Google Gemini prompting guide resource in Prompt Engineering & Patterns.

Prompt Engineering Guide (DAIR)

www.promptingguide.ai

comprehensive open guide.

Lilian Weng's blog

lilianweng.github.io

agents, CoT, reasoning surveys.

Eugene Yan — patterns for LLM systems

eugeneyan.com

Eugene Yan — patterns for LLM systems resource in Prompt Engineering & Patterns.

DSPy

dspy.ai

Stanford; "compile" prompts via optimization, not hand-tuning.

LangChain Hub

smith.langchain.com

versioned prompt registry.

PromptLayer

www.promptlayer.com

hosted prompt management + tracking.

HumanLoop

humanloop.com

hosted prompt + eval platform.

Anthropic Cookbook

github.com

Anthropic Cookbook resource in Prompt Engineering & Patterns.

Awesome ChatGPT Prompts

github.com

Awesome ChatGPT Prompts resource in Prompt Engineering & Patterns.

LLM Prompt Library

github.com

broad collection.

pgvector

github.com

Postgres extension; usually the right starting point.

Qdrant

qdrant.tech

Rust-based, generous free tier.

Weaviate

weaviate.io

schema-first, hybrid search built-in.

Chroma

www.trychroma.com

Python-native, dev-friendly.

Milvus

milvus.io

Zilliz; built for scale.

LanceDB

lancedb.com

embedded, columnar (Lance format).

Vespa

vespa.ai

Yahoo's search engine, very serious.

Pinecone

www.pinecone.io

the original; serverless.

Turbopuffer

turbopuffer.com

object-storage backed, cheap at scale.

MongoDB Atlas Vector Search

www.mongodb.com

MongoDB Atlas Vector Search resource in RAG, Embeddings & Vector DBs.

Redis Vector

redis.io

Redis Vector resource in RAG, Embeddings & Vector DBs.

Voyage AI

www.voyageai.com

top commercial embeddings (now MongoDB).

Cohere Embed

cohere.com

strong multilingual.

OpenAI text-embedding-3

platform.openai.com

easy default.

Google text-embedding (Gemini)

ai.google.dev

Google text-embedding (Gemini) resource in RAG, Embeddings & Vector DBs.

BGE / BGE-M3

huggingface.co

(BAAI) top open performance.

Nomic Embed

www.nomic.ai

open + reproducible.

Jina Embeddings

jina.ai

long context, multilingual.

mxbai-embed-large

www.mixedbread.com

(Mixedbread)

Snowflake Arctic Embed

huggingface.co

Snowflake Arctic Embed resource in RAG, Embeddings & Vector DBs.

MTEB

huggingface.co

Massive Text Embedding Benchmark.

Haystack

haystack.deepset.ai

(deepset) production-oriented.

R2R

github.com

opinionated RAG-as-a-service.

Cognita

github.com

RAG framework + UI.

RAGAS

docs.ragas.io

context relevance, faithfulness, answer relevance.

ARES

github.com

Stanford RAG eval.

Patterns for building LLM-based systems

eugeneyan.com

Eugene Yan.

Anyscale's RAG production guide

www.anyscale.com

Anyscale's RAG production guide resource in RAG, Embeddings & Vector DBs.

arXiv cs.AI

arxiv.org

arXiv cs.AI resource in Research & Papers.

arXiv cs.CL

arxiv.org

NLP / LLMs.

arXiv cs.LG

arxiv.org

machine learning.

alphaXiv

www.alphaxiv.org

arXiv with comments + AI summaries.

Hugging Face Daily Papers

huggingface.co

community-curated, voted.

Papers with Code

paperswithcode.com

paper ↔ code links + SOTA tracking.

Semantic Scholar

www.semanticscholar.org

citation graph + TLDRs.

Connected Papers

www.connectedpapers.com

visual citation graph.

arxiv-sanity-lite

arxiv-sanity-lite.com

Karpathy's filtered feed.

Anthropic Research

www.anthropic.com

Anthropic Research resource in Research & Papers.

Transformer Circuits Thread

transformer-circuits.pub

interpretability, essential.

OpenAI Research

openai.com

OpenAI Research resource in Research & Papers.

Google DeepMind Research

deepmind.google

Google DeepMind Research resource in Research & Papers.

Google Research

research.google

Google Research resource in Research & Papers.

Meta AI Research

ai.meta.com

Meta AI Research resource in Research & Papers.

Microsoft Research AI

www.microsoft.com

Microsoft Research AI resource in Research & Papers.

Mistral News/Research

mistral.ai

Mistral News/Research resource in Research & Papers.

Distill

distill.pub

archived, but classic visual explainers.

AI Alignment Forum

www.alignmentforum.org

AI Alignment Forum resource in Research & Papers.

LessWrong (AI tag)

www.lesswrong.com

LessWrong (AI tag) resource in Research & Papers.

Apollo Research

www.apolloresearch.ai

Apollo Research resource in Research & Papers.

METR

metr.org

model evaluations.

Awesome-LLM

github.com

Awesome-LLM resource in Research & Papers.

Awesome-MLOps

github.com

Awesome-MLOps resource in Research & Papers.

Figure AI

www.figure.ai

Figure AI resource in Robotics & Embodied AI.

1X Technologies

www.1x.tech

Norwegian/US humanoids.

Apptronik (Apollo)

apptronik.com

Apptronik (Apollo) resource in Robotics & Embodied AI.

Sanctuary AI

www.sanctuary.ai

Sanctuary AI resource in Robotics & Embodied AI.

Agility Robotics (Digit)

www.agilityrobotics.com

focused on logistics.

Tesla Optimus

www.tesla.com

Tesla Optimus resource in Robotics & Embodied AI.

Unitree

www.unitree.com

quadruped + humanoid, China.

Boston Dynamics

bostondynamics.com

Atlas, Spot.

Physical Intelligence (PI)

www.physicalintelligence.company

π0 generalist policy.

Skild AI

www.skild.ai

generalist robot foundation models.

Covariant

covariant.ai

manipulation foundation models.

Wayve

wayve.ai

embodied AI for driving.

Google DeepMind Robotics

deepmind.google

RT-2, RT-X.

LeRobot (HF)

github.com

open robot learning.

Open X-Embodiment

robotics-transformer-x.github.io

open robot trajectory dataset.

Stanford ALOHA

aloha-2.github.io

low-cost bimanual robot.

Toyota Research Institute

www.tri.global

Toyota Research Institute resource in Robotics & Embodied AI.

MuJoCo

mujoco.org

DeepMind, gold-standard physics.

NVIDIA Isaac Sim / Lab

developer.nvidia.com

NVIDIA Isaac Sim / Lab resource in Robotics & Embodied AI.

ROS 2

www.ros.org

universal middleware.

Genesis

genesis-embodied-ai.github.io

fast new sim.

OpenEvidence

www.openevidence.com

clinical-grade search for physicians.

Hippocratic AI

www.hippocraticai.com

clinical conversational agents.

Glass Health

glass.health

clinical decision support.

Abridge

www.abridge.com

ambient clinical documentation.

Med-PaLM / MedLM

sites.research.google

(Google)

BioGPT

github.com

(Microsoft)