All task areas

AI & Machine Learning

LLMs, RAG, agents, embeddings

5 tasks9 tools
1

Connect to an LLM API

openai-api
LLM APIs

OpenAI API

The most widely used LLM API. Powers GPT-4o and o1 models with best-in-class reasoning, vision, and structured outputs. Largest ecosystem of tutorials, integrations, and community support.

TypeScriptPythonREST
87
Trust
Strong
Compare:vs Anthropic API
anthropic-api
LLM APIs

Anthropic API

Claude's family of models leads on coding, analysis, and long-context tasks with a 200k token context window. Known for lower hallucination rates and nuanced instruction following.

TypeScriptPythonREST
79
Trust
Good
Compare:vs OpenAI API
2

Build a RAG pipeline

pinecone
Vector DBs

Pinecone

Managed vector database purpose-built for AI applications. Fully hosted with serverless scaling and a free tier (100k vectors). The fastest way to add semantic search or RAG to production.

PythonTypeScriptManaged
64
Trust
Fair
—
langchain
AI Orchestration

LangChain

The original LLM orchestration framework with a huge pre-built ecosystem of chains, agents, memory, and tool integrations. Very high adoption but community sentiment has shifted — frequent breaking changes are a known pain point.

PythonTypeScriptOpen Source
96
Trust
Excellent
—
3

Orchestrate AI agents

langchain
AI Orchestration

LangChain

The original LLM orchestration framework with a huge pre-built ecosystem of chains, agents, memory, and tool integrations. Very high adoption but community sentiment has shifted — frequent breaking changes are a known pain point.

PythonTypeScriptOpen Source
96
Trust
Excellent
—
4

Store & search embeddings

pinecone
Vector DBs

Pinecone

Managed vector database purpose-built for AI applications. Fully hosted with serverless scaling and a free tier (100k vectors). The fastest way to add semantic search or RAG to production.

PythonTypeScriptManaged
64
Trust
Fair
—
CH

Chroma

The open-source embedding database. Designed to be simple and developer-friendly for building LLM apps with persistent memory.

Open SourceVector DBPython
82
Trust
Strong
Compare:vs Weaviate vs Qdrant vs Pinecone
5

Ingest & index data for LLMs

CH

Chroma

The open-source embedding database. Designed to be simple and developer-friendly for building LLM apps with persistent memory.

Open SourceVector DBPython
82
Trust
Strong
Compare:vs Weaviate vs Qdrant vs Pinecone