Files
Cyrene_v2/internal/runtime/model/model.go
T
2026-09-06 09:41:06 +08:00

158 lines
5.7 KiB
Go

// Package model provides a vendor-agnostic LLM adapter layer for Cyrene v2.
//
// It defines a normalized Message/Request/Response vocabulary, a single
// Adapter interface implemented by OpenAIChatAdapter (which speaks the
// OpenAI-compatible /chat/completions protocol used by OpenAI, DashScope/百炼,
// local gateways and proxies), a per-role Router, an automatic fallback Chain,
// multimodal (vision) detection, and per-call CallRecord accounting.
//
// The full tool loop (schema registration, argument binding, result re-feed) is
// deferred to M2; this package only carries interface-level placeholders
// (ToolSpec) so the wire contract is ready without executing any loop.
package model
import "time"
// Role identifies who authored a message. The values are vendor-agnostic and
// translated to each provider's own role vocabulary by the adapter.
type Role string
const (
// RoleSystem is a system/instruction message.
RoleSystem Role = "system"
// RoleUser is an end-user message.
RoleUser Role = "user"
// RoleAssistant is an assistant (model) message.
RoleAssistant Role = "assistant"
// RoleTool is a tool-result message (reserved for the M2 tool loop).
RoleTool Role = "tool"
)
// ContentType describes the kind of payload inside a Content part.
type ContentType string
const (
// ContentTypeText is a plain-text content part.
ContentTypeText ContentType = "text"
// ContentTypeImage is an image content part.
ContentTypeImage ContentType = "image_url"
)
// Content is a single, possibly multimodal, part of a message.
type Content struct {
// Type distinguishes a text part from an image part.
Type ContentType
// Text is the text payload when Type == ContentTypeText.
Text string
// ImageURL is the image source when Type == ContentTypeImage. It may be a
// data: URI or an http(s):// URL.
ImageURL string
}
// Message is a single conversation turn, normalized across providers.
type Message struct {
Role Role
// Content carries one or more parts. A text-only message uses a single
// ContentTypeText part.
Content []Content
// ToolCallID and ToolCallName are reserved as interface-level placeholders
// for the M2 tool loop; they are ignored by current adapters.
ToolCallID string
ToolCallName string
}
// TextMessage builds a text-only message.
func TextMessage(role Role, text string) Message {
return Message{Role: role, Content: []Content{{Type: ContentTypeText, Text: text}}}
}
// ImageMessage builds a message carrying optional text plus an image. imageURL
// may be a data: URI or an http(s):// URL. An empty text omits the text part.
func ImageMessage(role Role, text, imageURL string) Message {
parts := make([]Content, 0, 2)
if text != "" {
parts = append(parts, Content{Type: ContentTypeText, Text: text})
}
parts = append(parts, Content{Type: ContentTypeImage, ImageURL: imageURL})
return Message{Role: role, Content: parts}
}
// ToolSpec is an interface-level placeholder for a tool/function schema. The
// full tool loop (registration, argument binding, result re-feed) is M2; here
// it only lets a request advertise tools to the provider in the wire contract.
type ToolSpec struct {
Name string
Description string
// Parameters is the JSON Schema for the tool arguments. Populated from M2.
Parameters any
}
// ToolCall is a single assistant-originated tool invocation parsed from a
// provider's tool_use content block. Args is the structured argument object
// (never a serialized JSON string), so a tool loop can bind it directly without
// re-parsing.
type ToolCall struct {
// Name is the tool being invoked.
Name string
// Args are the tool arguments, decoded from the provider's structured
// tool_use.input object. It is never a JSON-encoded string.
Args map[string]any
}
// Request is a completion request, normalized across providers.
type Request struct {
// Model overrides the adapter's configured default model. Empty means the
// adapter default (or the chain step model) applies.
Model string
Messages []Message
// Temperature is the sampling temperature. nil means the provider default.
Temperature *float64
// MaxTokens caps the generated tokens. Zero means the provider default.
MaxTokens int
// Purpose labels the call for CallRecord accounting (e.g. "chat").
Purpose string
// Tools is the interface-level placeholder for M2 function calling.
Tools []ToolSpec
// ToolChoice optionally directs how the provider selects a tool. It is an
// opaque provider-agnostic directive (e.g. {"type":"auto"} or {"type":"tool",
// "name":"x"}); empty means the provider default. Passed through verbatim to
// protocols that support it (Anthropic's tool_choice).
ToolChoice any
}
// Response is a normalized completion result.
type Response struct {
// Model is the model that produced the response.
Model string
Content string
// Message is the normalized assistant message.
Message Message
// ToolCalls carries any tool_use blocks the assistant emitted. Empty when the
// response is pure text.
ToolCalls []ToolCall
// PromptTokens, CompletionTokens and TotalTokens report provider usage when
// available; zero when the provider does not return it.
PromptTokens int
CompletionTokens int
TotalTokens int
}
// CallRecord describes a single successfully completed LLM call, for the M9
// monitor/frontend. A failed attempt emits no record.
type CallRecord struct {
// Model is the model that served the request.
Model string
// Purpose labels what the call was for.
Purpose string
// Tokens is the total token consumption reported by the provider.
Tokens int
// TookMs is the end-to-end call latency in milliseconds.
TookMs int64
}
// Options carries per-call knobs layered on top of the Request.
type Options struct {
// Timeout bounds a single HTTP call. Zero uses the adapter client timeout.
Timeout time.Duration
}