Open Data World LLM Services: Ollama, OpenAI, Claude

LLMs Available on Open Data World

The Open Data World Agent supports multiple Large Language Models through a unified API. Choose the model that fits your use case.

Supported LLM Providers

1. Ollama (Local)

Status: ✅ Available

Run LLMs locally on your infrastructure. Complete privacy and no API costs.

  • Models: llama3, llama3.1, mistral, gemma, phi, command-r
  • Use case: Private, offline AI

2. OpenAI (Cloud)

Status: ✅ Available

Access GPT-4o, GPT-4o mini, and o1 reasoning models via API.

  • Models: gpt-4o, gpt-4o-mini, o1, o1-mini
  • Use case: General-purpose AI

3. Anthropic Claude (Cloud)

Status: ✅ Available

Access Claude models known for thoughtful reasoning.

  • Models: claude-3-5-sonnet, claude-3-haiku
  • Use case: Complex reasoning, research

Embedding Models

1. Ollama Embeddings

Free, local embedding generation.

  • Models: nomic-embed-text, mxbai-embed

2. OpenAI Embeddings

High-quality cloud embeddings.

  • Models: text-embedding-3-small, text-embedding-3-large

3. Cohere Embeddings

Enterprise multilingual embeddings.

  • Models: embed-multilingual-v3.0

How to Use

Via Agent API

curl -X POST "https://agent.open-data.world/agent?user_input=your+query"

Specify Model

{
  "model": "ollama",
  "model_name": "llama3"
}

Current Agent Status

The Agent currently returns processed responses via the orchestrator.

Choosing the Right LLM

Use Case Recommended LLM
Privacy-sensitive Ollama (local)
General chat GPT-4o
Complex reasoning Claude 3.5
Fast, cheap GPT-4o mini
Coding Claude 3.5
Open Data World LLM Services
Unified LLM access via Agent API

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