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