- Add optional history parameter to Run/RunStream for conversation context - Add Reasoning/ReasoningDelta fields to completion and stream types - Update llama.cpp adapter to propagate reasoning content from responses - Default persona language now adapts to the user's language dynamically |
||
|---|---|---|
| .. | ||
| mock | ||
| providers | ||
| README.es.md | ||
| README.md | ||
| types.go | ||
| types_test.go | ||
pkg/llm
Multi-provider abstraction for language models.
Responsibility
Define a common interface (LLMClient) and adapters for the main providers.
Public API
type LLMClient interface {
Generate(ctx context.Context, req CompletionRequest) (CompletionResponse, error)
Stream(ctx context.Context, req CompletionRequest) iter.Seq2[StreamChunk, error]
Name() string
Capabilities() ProviderCapabilities
}
type CompletionRequest struct {
Messages []Message
Tools []tools.Tool
ToolChoice ToolChoice
Model string
Temperature *float32
MaxTokens *int
}
type CompletionResponse struct {
Content string
ToolCalls []tools.Call
Usage TokenUsage
StopReason string
}
type ProviderCapabilities struct {
SupportsTools bool
SupportsVision bool
MaxContextWindow int
}
Included providers
| Provider | Package | Tool support |
|---|---|---|
| OpenAI | providers/openai |
✅ |
| Anthropic | providers/anthropic |
✅ |
| Ollama | providers/ollama |
✅ (models that support it) |
| llama.cpp | providers/llamacpp |
✅ (with grammar) |
Usage
import "github.com/VictorVargas/rony-llm-agent/pkg/llm/providers/anthropic"
client, err := anthropic.New(anthropic.Config{
APIKey: os.Getenv("ANTHROPIC_API_KEY"),
Model: "claude-sonnet-4.5",
})
resp, err := client.Generate(ctx, llm.CompletionRequest{
Messages: []llm.Message{
{Role: llm.RoleUser, Content: "Hello"},
},
})
Streaming
for chunk, err := range client.Stream(ctx, req) {
if err != nil { return err }
fmt.Print(chunk.Delta)
}
Mock for tests
import "github.com/VictorVargas/rony-llm-agent/pkg/llm/mock"
mockClient := mock.New(mock.Responses{
{Match: "hello", Response: "Hi! How are you?"},
{Match: "*", Response: "default"},
})