Provider Schema

Schema Definition

ProviderConfig represents the complete configuration for an LLM provider in Compozy workflows.

provider

string

Provider specifies which AI service to use for LLM operations. Must match one of the supported ProviderName constants.

Examples: "openai", "anthropic", "google", "ollama"

model

string

Model defines the specific model identifier to use with the provider. Model names are provider-specific and determine capabilities and pricing.

Examples:
- OpenAI: "gpt-4-turbo", "gpt-3.5-turbo"
- Anthropic: "claude-4-opus", "claude-3-5-haiku-latest"
- Google: "gemini-pro", "gemini-pro-vision"
- Ollama: "llama2:13b", "mistral:7b"

api_key

string

APIKey contains the authentication key for the AI provider.

Security: Use template references to environment variables.
Examples: "{{ .env.OPENAI_API_KEY }}", "{{ .secrets.ANTHROPIC_KEY }}"

Note:: Required for most cloud providers, optional for local providers

api_url

string

APIURL specifies a custom API endpoint for the provider. Use Cases:

Local model hosting (Ollama, OpenAI-compatible servers)
Enterprise API gateways
Regional API endpoints
Custom proxy servers

Examples: "http://localhost:11434", "https://api.openai.com/v1"

params

object

Params contains the generation parameters that control LLM behavior. These parameters are applied to all requests using this provider configuration. Can be overridden at the task or action level for specific requirements.

organization

string

Organization specifies the organization ID for providers that support it.

Primary Use: OpenAI organization management for billing and access control
Example: "org-123456789abcdef"

Note:: Optional for most providers

Supported Providers

The following LLM providers are supported:

OpenAI (openai) - GPT-4, GPT-3.5, and other OpenAI models
Anthropic (anthropic) - Claude models
Google (google) - Gemini models
Groq (groq) - Fast inference platform
Ollama (ollama) - Local model hosting
DeepSeek (deepseek) - DeepSeek AI models
xAI (xai) - Grok models
Mock (mock) - Mock provider for testing

Provider Capabilities

⚠️ Critical Warning: Some providers will fail to initialize if you provide unsupported configuration options. Always check the compatibility table below before configuration.

Provider	Custom API URL	Organization	API Key Required	Implementation
OpenAI	✅	✅	✅	Native OpenAI API
Anthropic	❌	⚠️ Error	✅	Native Claude API
Google	⚠️ Error	⚠️ Error	✅	Native Gemini API
Groq	✅	✅	✅	OpenAI-compatible API
Ollama	✅	❌	❌	Local hosting
DeepSeek	✅	✅	✅	OpenAI-compatible API
xAI	✅	✅	✅	OpenAI-compatible API
Mock	❌	❌	❌	Testing only

Legend:

✅ Supported
❌ Not supported (ignored)
⚠️ Error - Will cause configuration error

Configuration Examples

OpenAI with Parameters

provider: openai
model: gpt-4-turbo
api_key: "{{ .env.OPENAI_API_KEY }}"
organization: "{{ .env.OPENAI_ORG_ID }}"
params:
  temperature: 0.7
  max_tokens: 4000
  top_p: 0.9
  seed: 42

Anthropic

provider: anthropic
model: claude-3-5-sonnet-20241022
api_key: "{{ .env.ANTHROPIC_API_KEY }}"
params:
  temperature: 0.5
  max_tokens: 2000
# DO NOT use organization or api_url - will cause error

Local Ollama

provider: ollama
model: llama2:13b
api_url: http://localhost:11434
params:
  temperature: 0.8
  repetition_penalty: 1.1
# Note: organization ignored, api_key not required

Google Gemini

provider: google
model: gemini-pro
api_key: "{{ .env.GOOGLE_API_KEY }}"
params:
  temperature: 0.7
  top_k: 40
  top_p: 0.95
# DO NOT use api_url or organization - will cause error

Parameter Support by Provider

Parameter support varies significantly by provider:

OpenAI-Compatible Providers (OpenAI, Groq, DeepSeek, xAI)

✅ temperature, max_tokens, top_p, seed, stop_words
❌ top_k, repetition_penalty, min_length, max_length

Anthropic

✅ temperature, max_tokens
❌ top_p, top_k, seed, stop_words, repetition_penalty

Google

✅ temperature, max_tokens, top_p, top_k
❌ seed, stop_words, repetition_penalty

Ollama

✅ temperature, repetition_penalty
✅ JSON format support when response format requested
❌ Most other parameters (vary by model)

Mock

❌ All parameters ignored (testing only)

Common Configuration Errors

Error: "anthropic does not support organization"

# ❌ This will fail
provider: anthropic
organization: "my-org"  # Remove this line

Error: "googleai does not support custom API URL"

# ❌ This will fail
provider: google
api_url: "https://custom.url"  # Remove this line

Error: "ollama does not support organization"

# ❌ This will fail
provider: ollama
organization: "my-org"  # Remove this line

Resources

JSON Schema Specification

Official JSON Schema documentation and specification

JSON Schema Validator

Online tool for validating JSON schemas

Provider Schema

Properties

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