183 lines
4.3 KiB
Go
183 lines
4.3 KiB
Go
// Copyright 2023 Google LLC
|
|
//
|
|
// Licensed under the Apache License, Version 2.0 (the "License");
|
|
// you may not use this file except in compliance with the License.
|
|
// You may obtain a copy of the License at
|
|
//
|
|
// http://www.apache.org/licenses/LICENSE-2.0
|
|
//
|
|
// Unless required by applicable law or agreed to in writing, software
|
|
// distributed under the License is distributed on an "AS IS" BASIS,
|
|
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
// See the License for the specific language governing permissions and
|
|
// limitations under the License.
|
|
|
|
package genai
|
|
|
|
import (
|
|
"fmt"
|
|
|
|
pb "cloud.google.com/go/ai/generativelanguage/apiv1beta/generativelanguagepb"
|
|
)
|
|
|
|
const (
|
|
roleUser = "user"
|
|
roleModel = "model"
|
|
)
|
|
|
|
// A Part is a piece of model content.
|
|
// A Part can be one of the following types:
|
|
// - Text
|
|
// - Blob
|
|
// - FunctionCall
|
|
// - FunctionResponse
|
|
// - ExecutableCode
|
|
// - CodeExecutionResult
|
|
type Part interface {
|
|
toPart() *pb.Part
|
|
}
|
|
|
|
func partToProto(p Part) *pb.Part {
|
|
if p == nil {
|
|
return nil
|
|
}
|
|
return p.toPart()
|
|
}
|
|
|
|
func partFromProto(p *pb.Part) Part {
|
|
switch d := p.Data.(type) {
|
|
case *pb.Part_Text:
|
|
return Text(d.Text)
|
|
case *pb.Part_InlineData:
|
|
return Blob{
|
|
MIMEType: d.InlineData.MimeType,
|
|
Data: d.InlineData.Data,
|
|
}
|
|
case *pb.Part_FunctionCall:
|
|
return *(FunctionCall{}).fromProto(d.FunctionCall)
|
|
|
|
case *pb.Part_FunctionResponse:
|
|
panic("FunctionResponse unimplemented")
|
|
|
|
case *pb.Part_ExecutableCode:
|
|
return (ExecutableCode{}).fromProto(d.ExecutableCode)
|
|
case *pb.Part_CodeExecutionResult:
|
|
return (CodeExecutionResult{}).fromProto(d.CodeExecutionResult)
|
|
default:
|
|
panic(fmt.Errorf("unknown Part.Data type %T", p.Data))
|
|
}
|
|
}
|
|
|
|
// A Text is a piece of text, like a question or phrase.
|
|
type Text string
|
|
|
|
func (t Text) toPart() *pb.Part {
|
|
return &pb.Part{
|
|
Data: &pb.Part_Text{Text: string(t)},
|
|
}
|
|
}
|
|
|
|
func (b Blob) toPart() *pb.Part {
|
|
return &pb.Part{
|
|
Data: &pb.Part_InlineData{
|
|
InlineData: b.toProto(),
|
|
},
|
|
}
|
|
}
|
|
|
|
// ImageData is a convenience function for creating an image
|
|
// Blob for input to a model.
|
|
// The format should be the second part of the MIME type, after "image/".
|
|
// For example, for a PNG image, pass "png".
|
|
func ImageData(format string, data []byte) Blob {
|
|
return Blob{
|
|
MIMEType: "image/" + format,
|
|
Data: data,
|
|
}
|
|
}
|
|
|
|
func (f FunctionCall) toPart() *pb.Part {
|
|
return &pb.Part{
|
|
Data: &pb.Part_FunctionCall{
|
|
FunctionCall: f.toProto(),
|
|
},
|
|
}
|
|
}
|
|
|
|
func (f FunctionResponse) toPart() *pb.Part {
|
|
return &pb.Part{
|
|
Data: &pb.Part_FunctionResponse{
|
|
FunctionResponse: f.toProto(),
|
|
},
|
|
}
|
|
}
|
|
|
|
func (fd FileData) toPart() *pb.Part {
|
|
return &pb.Part{
|
|
Data: &pb.Part_FileData{
|
|
FileData: fd.toProto(),
|
|
},
|
|
}
|
|
}
|
|
|
|
func (ec ExecutableCode) toPart() *pb.Part {
|
|
return &pb.Part{
|
|
Data: &pb.Part_ExecutableCode{
|
|
ExecutableCode: ec.toProto(),
|
|
},
|
|
}
|
|
}
|
|
|
|
func (c CodeExecutionResult) toPart() *pb.Part {
|
|
return &pb.Part{
|
|
Data: &pb.Part_CodeExecutionResult{
|
|
CodeExecutionResult: c.toProto(),
|
|
},
|
|
}
|
|
}
|
|
|
|
// Ptr returns a pointer to its argument.
|
|
// It can be used to initialize pointer fields:
|
|
//
|
|
// model.Temperature = genai.Ptr[float32](0.1)
|
|
func Ptr[T any](t T) *T { return &t }
|
|
|
|
// SetCandidateCount sets the CandidateCount field.
|
|
func (c *GenerationConfig) SetCandidateCount(x int32) { c.CandidateCount = &x }
|
|
|
|
// SetMaxOutputTokens sets the MaxOutputTokens field.
|
|
func (c *GenerationConfig) SetMaxOutputTokens(x int32) { c.MaxOutputTokens = &x }
|
|
|
|
// SetTemperature sets the Temperature field.
|
|
func (c *GenerationConfig) SetTemperature(x float32) { c.Temperature = &x }
|
|
|
|
// SetTopP sets the TopP field.
|
|
func (c *GenerationConfig) SetTopP(x float32) { c.TopP = &x }
|
|
|
|
// SetTopK sets the TopK field.
|
|
func (c *GenerationConfig) SetTopK(x int32) { c.TopK = &x }
|
|
|
|
// FunctionCalls return all the FunctionCall parts in the candidate.
|
|
func (c *Candidate) FunctionCalls() []FunctionCall {
|
|
if c.Content == nil {
|
|
return nil
|
|
}
|
|
var fcs []FunctionCall
|
|
for _, p := range c.Content.Parts {
|
|
if fc, ok := p.(FunctionCall); ok {
|
|
fcs = append(fcs, fc)
|
|
}
|
|
}
|
|
return fcs
|
|
}
|
|
|
|
// NewUserContent returns a *Content with a "user" role set and one or more
|
|
// parts.
|
|
func NewUserContent(parts ...Part) *Content {
|
|
content := &Content{Role: roleUser, Parts: []Part{}}
|
|
for _, part := range parts {
|
|
content.Parts = append(content.Parts, part)
|
|
}
|
|
return content
|
|
}
|