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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package config
import (
"encoding/json"
"github.com/pkg/errors"
"github.com/weaviate/weaviate/entities/models"
"github.com/weaviate/weaviate/entities/moduletools"
)
const (
baseURLProperty = "baseURL"
modelProperty = "model"
temperatureProperty = "temperature"
)
var availableAnyscaleModels = []string{
"meta-llama/Llama-2-70b-chat-hf",
"meta-llama/Llama-2-13b-chat-hf",
"meta-llama/Llama-2-7b-chat-hf",
"codellama/CodeLlama-34b-Instruct-hf",
"mistralai/Mistral-7B-Instruct-v0.1",
"mistralai/Mixtral-8x7B-Instruct-v0.1",
}
// note we might want to separate the baseURL and completions URL in the future. Fine-tuned models also use this URL. 12/3/23
var (
DefaultBaseURL = "https://api.endpoints.anyscale.com"
DefaultAnyscaleModel = "meta-llama/Llama-2-70b-chat-hf"
DefaultAnyscaleTemperature = 0
)
type classSettings struct {
cfg moduletools.ClassConfig
}
func NewClassSettings(cfg moduletools.ClassConfig) *classSettings {
return &classSettings{cfg: cfg}
}
func (ic *classSettings) Validate(class *models.Class) error {
if ic.cfg == nil {
// we would receive a nil-config on cross-class requests, such as Explore{}
return errors.New("empty config")
}
model := ic.getStringProperty(modelProperty, DefaultAnyscaleModel)
if model == nil || !ic.validateModel(*model) {
return errors.Errorf("wrong Anyscale model name, available model names are: %v", availableAnyscaleModels)
}
return nil
}
func (ic *classSettings) getStringProperty(name, defaultValue string) *string {
if ic.cfg == nil {
// we would receive a nil-config on cross-class requests, such as Explore{}
return &defaultValue
}
model, ok := ic.cfg.ClassByModuleName("generative-anyscale")[name]
if ok {
asString, ok := model.(string)
if ok {
return &asString
}
var empty string
return &empty
}
return &defaultValue
}
func (ic *classSettings) getIntProperty(name string, defaultValue *int) *int {
if ic.cfg == nil {
// we would receive a nil-config on cross-class requests, such as Explore{}
return defaultValue
}
val, ok := ic.cfg.ClassByModuleName("generative-anyscale")[name]
if ok {
asInt, ok := val.(int)
if ok {
return &asInt
}
asFloat, ok := val.(float64)
if ok {
asInt := int(asFloat)
return &asInt
}
asNumber, ok := val.(json.Number)
if ok {
asFloat, _ := asNumber.Float64()
asInt := int(asFloat)
return &asInt
}
var wrongVal int = -1
return &wrongVal
}
if defaultValue != nil {
return defaultValue
}
return nil
}
func (ic *classSettings) validateModel(model string) bool {
return contains(availableAnyscaleModels, model)
}
func (ic *classSettings) BaseURL() string {
return *ic.getStringProperty(baseURLProperty, DefaultBaseURL)
}
func (ic *classSettings) Model() string {
return *ic.getStringProperty(modelProperty, DefaultAnyscaleModel)
}
func (ic *classSettings) Temperature() int {
return *ic.getIntProperty(temperatureProperty, &DefaultAnyscaleTemperature)
}
func contains[T comparable](s []T, e T) bool {
for _, v := range s {
if v == e {
return true
}
}
return false
}
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