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Not anywhere close to done, but getting back to this and staging some progress. Preliminary pass on loading a config and overriding params with request json.

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This commit is contained in:
Dave Lee 2023-06-01 03:31:55 -04:00
parent fc3c105d42
commit 20a0cd2f66
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13 changed files with 812 additions and 388 deletions
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2
api/config.go
View file

@ -80,7 +80,7 @@ func ReadConfig(file string) (*Config, error) {
return c, nil
}
func (cm ConfigMerger) LoadConfigFile(file string) error {
func (cm *ConfigMerger) LoadConfigFile(file string) error {
cm.Lock()
defer cm.Unlock()
c, err := ReadConfigFile(file)

218
apiv2/config.go
View file

@ -2,123 +2,203 @@ package apiv2
import (
"fmt"
"io/ioutil"
"os"
"path/filepath"
"strings"
"sync"
"github.com/mitchellh/mapstructure"
"gopkg.in/yaml.v2"
)
type Config struct {
Name string `yaml:"name"`
Endpoint string `yaml:"endpoint"`
Template string `yaml:"template"`
RequestDefaults interface{} `yaml:"request_defaults"`
type ConfigRegistration struct {
Endpoint string `yaml:"endpoint" json:"endpoint" mapstructure:"endpoint"`
Model string `yaml:"model" json:"model" mapstructure:"model"`
}
type ConfigMerger struct {
configs map[string]Config
type ConfigLocalPaths struct {
Model string `yaml:"model" mapstructure:"model"`
Template string `yaml:"template" mapstructure:"template"`
}
type ConfigStub struct {
Registration ConfigRegistration `yaml:"registration" mapstructure:"registration"`
LocalPaths ConfigLocalPaths `yaml:"local_paths" mapstructure:"local_paths"`
}
type SpecificConfig[RequestModel any] struct {
ConfigStub `mapstructure:",squash"`
RequestDefaults RequestModel `yaml:"request_defaults" mapstructure:"request_defaults"`
}
// type Config struct {
// Registration ConfigRegistration `yaml:"registration"`
// LocalPaths ConfigLocalPaths `yaml:"local_paths"`
// RequestDefaults interface{} `yaml:"request_defaults"`
// }
type Config interface {
GetRequestDefaults() interface{}
GetLocalPaths() ConfigLocalPaths
GetRegistration() ConfigRegistration
}
func (sc SpecificConfig[RequestModel]) GetRequestDefaults() interface{} {
return sc.RequestDefaults
}
func (sc SpecificConfig[RequestModel]) GetLocalPaths() ConfigLocalPaths {
return sc.LocalPaths
}
func (sc SpecificConfig[RequestModel]) GetRegistration() ConfigRegistration {
return sc.Registration
}
type ConfigManager struct {
configs map[ConfigRegistration]Config
sync.Mutex
}
func NewConfigMerger() *ConfigMerger {
return &ConfigMerger{
configs: make(map[string]Config),
func NewConfigManager() *ConfigManager {
return &ConfigManager{
configs: make(map[ConfigRegistration]Config),
}
}
func ReadConfigFile(file string) ([]*Config, error) {
c := &[]*Config{}
f, err := os.ReadFile(file)
// Private helper method doesn't enforce the mutex. This is because loading at the directory level keeps the lock up the whole time, and I like that.
func (cm *ConfigManager) loadConfigFile(path string) (*Config, error) {
fmt.Printf("INTERNAL loadConfigFile for %s\n", path)
stub := ConfigStub{}
f, err := os.ReadFile(path)
if err != nil {
return nil, fmt.Errorf("cannot read config file: %w", err)
}
if err := yaml.Unmarshal(f, c); err != nil {
if err := yaml.Unmarshal(f, &stub); err != nil {
return nil, fmt.Errorf("cannot unmarshal config file: %w", err)
}
fmt.Printf("RAW STUB: %+v\n", stub)
// fmt.Printf("DUMB SHIT: %+v\n%T\n", EndpointToRequestBodyMap[rawConfig.Registration.Endpoint], EndpointToRequestBodyMap[rawConfig.Registration.Endpoint])
return *c, nil
}
endpoint := stub.Registration.Endpoint
func ReadConfig(file string) (*Config, error) {
c := &Config{}
f, err := os.ReadFile(file)
if err != nil {
return nil, fmt.Errorf("cannot read config file: %w", err)
}
if err := yaml.Unmarshal(f, c); err != nil {
return nil, fmt.Errorf("cannot unmarshal config file: %w", err)
// EndpointConfigMap is generated over in localai.gen.go
// It's a map that translates a string endpoint function name to an empty SpecificConfig[T], with the type parameter for that request.
if structType, ok := EndpointConfigMap[endpoint]; ok {
fmt.Printf("~~ EndpointConfigMap[%s]: %+v\n", endpoint, structType)
tmpUnmarshal := map[string]interface{}{}
if err := yaml.Unmarshal(f, &tmpUnmarshal); err != nil {
if e, ok := err.(*yaml.TypeError); ok {
fmt.Println("\n!!!!!Type error:", e)
}
return nil, fmt.Errorf("cannot unmarshal config file for %s: %w", endpoint, err)
}
fmt.Printf("$$$ tmpUnmarshal: %+v\n", tmpUnmarshal)
mapstructure.Decode(tmpUnmarshal, &structType)
fmt.Printf("AFTER UNMARSHAL %T\n%+v\n=======\n", structType, structType)
// rawConfig.RequestDefaults = structType.GetRequestDefaults()
cm.configs[structType.GetRegistration()] = structType
// fmt.Printf("\n\n\n!!!!!HIT BOTTOM!!!!!!")
return &structType, nil
// fmt.Printf("\n\n\n!!!!!\n\n\nBIG MISS!\n\n%+v\n\n%T\n%T=====", specificStruct, specificStruct, structType)
}
return c, nil
// for i, ts := range EndpointToRequestBodyMap {
// fmt.Printf("%s: %+v\n", i, ts)
// }
return nil, fmt.Errorf("failed to parse config for endpoint %s", endpoint)
}
func (cm ConfigMerger) LoadConfigFile(file string) error {
func (cm *ConfigManager) LoadConfigFile(path string) (*Config, error) {
fmt.Printf("LoadConfigFile TOP for %s", path)
cm.Lock()
fmt.Println("cm.Lock done")
defer cm.Unlock()
fmt.Println("cm.Unlock done")
return cm.loadConfigFile(path)
}
func (cm *ConfigManager) LoadConfigDirectory(path string) ([]ConfigRegistration, error) {
fmt.Printf("LoadConfigDirectory TOP for %s\n", path)
cm.Lock()
defer cm.Unlock()
c, err := ReadConfigFile(file)
files, err := os.ReadDir(path)
if err != nil {
return fmt.Errorf("cannot load config file: %w", err)
return []ConfigRegistration{}, err
}
fmt.Printf("os.ReadDir done, found %d files\n", len(files))
for _, file := range files {
// Skip anything that isn't yaml
if !strings.Contains(file.Name(), ".yaml") {
continue
}
_, err := cm.loadConfigFile(filepath.Join(path, file.Name()))
if err != nil {
return []ConfigRegistration{}, err
}
}
for _, cc := range c {
cm.configs[cc.Name] = *cc
}
return nil
fmt.Printf("LoadConfigDirectory DONE %d", len(cm.configs))
return cm.listConfigs(), nil
}
func (cm ConfigMerger) LoadConfig(file string) error {
func (cm *ConfigManager) GetConfig(r ConfigRegistration) (Config, bool) {
cm.Lock()
defer cm.Unlock()
c, err := ReadConfig(file)
if err != nil {
return fmt.Errorf("cannot read config file: %w", err)
}
cm.configs[c.Name] = *c
return nil
}
func (cm ConfigMerger) GetConfig(m string) (Config, bool) {
cm.Lock()
defer cm.Unlock()
v, exists := cm.configs[m]
v, exists := cm.configs[r]
return v, exists
}
func (cm ConfigMerger) ListConfigs() []string {
cm.Lock()
defer cm.Unlock()
var res []string
func (cm *ConfigManager) listConfigs() []ConfigRegistration {
var res []ConfigRegistration
for k := range cm.configs {
res = append(res, k)
}
return res
}
func (cm ConfigMerger) LoadConfigs(path string) error {
func (cm *ConfigManager) ListConfigs() []ConfigRegistration {
cm.Lock()
defer cm.Unlock()
files, err := ioutil.ReadDir(path)
if err != nil {
return err
}
for _, file := range files {
// Skip templates, YAML and .keep files
if !strings.Contains(file.Name(), ".yaml") {
continue
}
c, err := ReadConfig(filepath.Join(path, file.Name()))
if err == nil {
cm.configs[c.Name] = *c
}
}
return nil
return cm.listConfigs()
}
// // Not sure about this one, but it seems like a decent place to stick it for an experiment at least.
// func (cm *ConfigManager) GetTextConfigForRequest()
// func (cm *ConfigMerger) LoadConfigs(path string) error {
// cm.Lock()
// defer cm.Unlock()
// files, err := ioutil.ReadDir(path)
// if err != nil {
// return err
// }
// for _, file := range files {
// // Skip templates, YAML and .keep files
// if !strings.Contains(file.Name(), ".yaml") {
// continue
// }
// c, err := ReadConfig(filepath.Join(path, file.Name()))
// if err == nil {
// cm.configs[ConfigLookup{Name: c.Name, Endpoint: c.Endpoint}] = *c
// }
// }
// return nil
// }
// func (cm *ConfigMerger) Get
// func updateConfig(config *Config, input *OpenAIRequest) {
// if input.Echo {
// config.Echo = input.Echo

174
apiv2/localai.go
View file

@ -3,20 +3,36 @@ package apiv2
import (
"encoding/json"
"fmt"
"io"
"net/http"
"runtime"
"strings"
"github.com/mitchellh/mapstructure"
)
type LocalAIServer struct {
configMerger *ConfigMerger
configManager *ConfigManager
}
var _ ServerInterface = (*LocalAIServer)(nil)
type Error struct {
Code int `json:"code"`
Message string `json:"message"`
}
type ModelOnlyRequest struct {
Model string `json:"model" yaml:"model"`
}
// This function grabs the name of the function that calls it, skipping up the callstack `skip` levels.
// This is probably a go war crime, but NJ method and all. It's an awesome way to index EndpointConfigMap
func printCurrentFunctionName(skip int) string {
pc, _, _, _ := runtime.Caller(skip)
funcName := runtime.FuncForPC(pc).Name()
fmt.Println("Current function:", funcName)
return funcName
}
func sendError(w http.ResponseWriter, code int, message string) {
localAiError := Error{
Code: code,
@ -26,39 +42,91 @@ func sendError(w http.ResponseWriter, code int, message string) {
json.NewEncoder(w).Encode(localAiError)
}
// It won't work, but it's worth a try.
const nyiErrorMessageFormatString = "%s is not yet implemented by LocalAI\nThere is no need to contact support about this error and retrying will not help.\nExpect an update at https://github.com/go-skynet/LocalAI if this changes!"
// TODO: Is it a good idea to return "" in cases where the model isn't provided?
// Or is that actually an error condition?
// NO is a decent guess as any to start with?
// r *http.Request
func (server *LocalAIServer) getRequestModelName(body []byte) string {
var modelOnlyRequest = ModelOnlyRequest{}
if err := json.Unmarshal(body, &modelOnlyRequest); err != nil {
fmt.Printf("ERR in getRequestModelName, %+v", err)
return ""
}
return modelOnlyRequest.Model
}
// Do we want or need an additional "wontfix" template that is even stronger than this?
const nyiDepreciatedErrorMessageFormatString = "%s is a depreciated portion of the OpenAI API, and is not yet implemented by LocalAI\nThere is no need to contact support about this error and retrying will not help."
func (server *LocalAIServer) combineRequestAndConfig(endpointName string, body []byte) (interface{}, error) {
model := server.getRequestModelName(body)
lookup := ConfigRegistration{Model: model, Endpoint: endpointName}
config, exists := server.configManager.GetConfig(lookup)
if !exists {
return nil, fmt.Errorf("Config not found for %+v", lookup)
}
// fmt.Printf("Model: %s\nConfig: %+v\n", model, config)
request := config.GetRequestDefaults()
// fmt.Printf("BEFORE rD: %T\n%+v\n\n", request, request)
tmpUnmarshal := map[string]interface{}{}
if err := json.Unmarshal(body, &tmpUnmarshal); err != nil {
return nil, fmt.Errorf("error unmarshalling json to temp map\n%w", err)
}
// fmt.Printf("$$$ tmpUnmarshal: %+v\n", tmpUnmarshal)
mapstructure.Decode(tmpUnmarshal, &request)
fmt.Printf("AFTER rD: %T\n%+v\n\n", request, request)
return request, nil
}
func (server *LocalAIServer) getRequest(w http.ResponseWriter, r *http.Request) (interface{}, error) {
body, err := io.ReadAll(r.Body)
if err != nil {
sendError(w, http.StatusBadRequest, "Failed to read body")
}
splitFnName := strings.Split(printCurrentFunctionName(2), ".")
endpointName := splitFnName[len(splitFnName)-1]
return server.combineRequestAndConfig(endpointName, body)
}
// CancelFineTune implements ServerInterface
func (*LocalAIServer) CancelFineTune(w http.ResponseWriter, r *http.Request, fineTuneId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "Fine Tune"))
return
}
// CreateAnswer implements ServerInterface
func (*LocalAIServer) CreateAnswer(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "CreateAnswer"))
return
panic("unimplemented")
}
// CreateChatCompletion implements ServerInterface
func (*LocalAIServer) CreateChatCompletion(w http.ResponseWriter, r *http.Request) {
var chatRequest CreateChatCompletionRequest
if err := json.NewDecoder(r.Body).Decode(&chatRequest); err != nil {
sendError(w, http.StatusBadRequest, "Invalid CreateChatCompletionRequest")
func (server *LocalAIServer) CreateChatCompletion(w http.ResponseWriter, r *http.Request) {
fmt.Println("HIT APIv2 CreateChatCompletion!")
request, err := server.getRequest(w, r)
if err != nil {
sendError(w, http.StatusBadRequest, err.Error())
}
// fmt.Printf("\n!!! Survived to attempt cast. BEFORE:\n\tType: %T\n\t%+v", request, request)
chatRequest, castSuccess := request.(CreateChatCompletionRequest)
if !castSuccess {
sendError(w, http.StatusInternalServerError, "Cast Fail???")
return
}
configMerger.GetConfig(chatRequest.Model)
fmt.Printf("\n\n!! AFTER !!\ntemperature %f\n top_p %f \n %d\n", *chatRequest.Temperature, *chatRequest.TopP, *chatRequest.XLocalaiExtensions.TopK)
fmt.Printf("chatRequest: %+v\nlen(messages): %d", chatRequest, len(chatRequest.Messages))
for i, m := range chatRequest.Messages {
fmt.Printf("message #%d: %+v", i, m)
}
}
// CreateClassification implements ServerInterface
func (*LocalAIServer) CreateClassification(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "CreateClassification"))
return
}
// switch chatRequest := requestDefault.(type) {
// case CreateChatCompletionRequest:
// CreateCompletion implements ServerInterface
func (*LocalAIServer) CreateCompletion(w http.ResponseWriter, r *http.Request) {
@ -67,8 +135,7 @@ func (*LocalAIServer) CreateCompletion(w http.ResponseWriter, r *http.Request) {
// CreateEdit implements ServerInterface
func (*LocalAIServer) CreateEdit(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "CreateEdit"))
return
panic("unimplemented")
}
// CreateEmbedding implements ServerInterface
@ -78,14 +145,12 @@ func (*LocalAIServer) CreateEmbedding(w http.ResponseWriter, r *http.Request) {
// CreateFile implements ServerInterface
func (*LocalAIServer) CreateFile(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "Create File"))
return
panic("unimplemented")
}
// CreateFineTune implements ServerInterface
func (*LocalAIServer) CreateFineTune(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "Create Fine Tune"))
return
panic("unimplemented")
}
// CreateImage implements ServerInterface
@ -105,14 +170,7 @@ func (*LocalAIServer) CreateImageVariation(w http.ResponseWriter, r *http.Reques
// CreateModeration implements ServerInterface
func (*LocalAIServer) CreateModeration(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "CreateModeration"))
return
}
// CreateSearch implements ServerInterface
func (*LocalAIServer) CreateSearch(w http.ResponseWriter, r *http.Request, engineId string) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "CreateSearch"))
return
panic("unimplemented")
}
// CreateTranscription implements ServerInterface
@ -127,44 +185,32 @@ func (*LocalAIServer) CreateTranslation(w http.ResponseWriter, r *http.Request)
// DeleteFile implements ServerInterface
func (*LocalAIServer) DeleteFile(w http.ResponseWriter, r *http.Request, fileId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "DeleteFile"))
return
panic("unimplemented")
}
// DeleteModel implements ServerInterface
func (*LocalAIServer) DeleteModel(w http.ResponseWriter, r *http.Request, model string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "DeleteModel"))
return
panic("unimplemented")
}
// DownloadFile implements ServerInterface
func (*LocalAIServer) DownloadFile(w http.ResponseWriter, r *http.Request, fileId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "DownloadFile"))
return
}
// ListEngines implements ServerInterface
func (*LocalAIServer) ListEngines(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "List Engines"))
return
panic("unimplemented")
}
// ListFiles implements ServerInterface
func (*LocalAIServer) ListFiles(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "ListFiles"))
return
panic("unimplemented")
}
// ListFineTuneEvents implements ServerInterface
func (*LocalAIServer) ListFineTuneEvents(w http.ResponseWriter, r *http.Request, fineTuneId string, params ListFineTuneEventsParams) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "List Fine Tune Events"))
return
panic("unimplemented")
}
// ListFineTunes implements ServerInterface
func (*LocalAIServer) ListFineTunes(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "List Fine Tunes"))
return
panic("unimplemented")
}
// ListModels implements ServerInterface
@ -172,25 +218,19 @@ func (*LocalAIServer) ListModels(w http.ResponseWriter, r *http.Request) {
panic("unimplemented")
}
// RetrieveEngine implements ServerInterface
func (*LocalAIServer) RetrieveEngine(w http.ResponseWriter, r *http.Request, engineId string) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "RetrieveEngine"))
return
}
// RetrieveFile implements ServerInterface
func (*LocalAIServer) RetrieveFile(w http.ResponseWriter, r *http.Request, fileId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "RetrieveFile"))
return
panic("unimplemented")
}
// RetrieveFineTune implements ServerInterface
func (*LocalAIServer) RetrieveFineTune(w http.ResponseWriter, r *http.Request, fineTuneId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "Retrieve Fine Tune"))
return
panic("unimplemented")
}
// RetrieveModel implements ServerInterface
func (*LocalAIServer) RetrieveModel(w http.ResponseWriter, r *http.Request, model string) {
panic("unimplemented")
}
var _ ServerInterface = (*LocalAIServer)(nil)

196
apiv2/localai.go.old Normal file
View file

@ -0,0 +1,196 @@
package apiv2
import (
"encoding/json"
"fmt"
"net/http"
)
type LocalAIServer struct {
configMerger *ConfigMerger
}
var _ ServerInterface = (*LocalAIServer)(nil)
type Error struct {
Code int `json:"code"`
Message string `json:"message"`
}
func sendError(w http.ResponseWriter, code int, message string) {
localAiError := Error{
Code: code,
Message: message,
}
w.WriteHeader(code)
json.NewEncoder(w).Encode(localAiError)
}
// It won't work, but it's worth a try.
const nyiErrorMessageFormatString = "%s is not yet implemented by LocalAI\nThere is no need to contact support about this error and retrying will not help.\nExpect an update at https://github.com/go-skynet/LocalAI if this changes!"
// Do we want or need an additional "wontfix" template that is even stronger than this?
const nyiDepreciatedErrorMessageFormatString = "%s is a depreciated portion of the OpenAI API, and is not yet implemented by LocalAI\nThere is no need to contact support about this error and retrying will not help."
// CancelFineTune implements ServerInterface
func (*LocalAIServer) CancelFineTune(w http.ResponseWriter, r *http.Request, fineTuneId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "Fine Tune"))
return
}
// CreateAnswer implements ServerInterface
func (*LocalAIServer) CreateAnswer(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "CreateAnswer"))
return
}
// CreateChatCompletion implements ServerInterface
func (*LocalAIServer) CreateChatCompletion(w http.ResponseWriter, r *http.Request) {
var chatRequest CreateChatCompletionRequest
if err := json.NewDecoder(r.Body).Decode(&chatRequest); err != nil {
sendError(w, http.StatusBadRequest, "Invalid CreateChatCompletionRequest")
return
}
configMerger.GetConfig(chatRequest.Model)
}
// CreateClassification implements ServerInterface
func (*LocalAIServer) CreateClassification(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "CreateClassification"))
return
}
// CreateCompletion implements ServerInterface
func (*LocalAIServer) CreateCompletion(w http.ResponseWriter, r *http.Request) {
panic("unimplemented")
}
// CreateEdit implements ServerInterface
func (*LocalAIServer) CreateEdit(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "CreateEdit"))
return
}
// CreateEmbedding implements ServerInterface
func (*LocalAIServer) CreateEmbedding(w http.ResponseWriter, r *http.Request) {
panic("unimplemented")
}
// CreateFile implements ServerInterface
func (*LocalAIServer) CreateFile(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "Create File"))
return
}
// CreateFineTune implements ServerInterface
func (*LocalAIServer) CreateFineTune(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "Create Fine Tune"))
return
}
// CreateImage implements ServerInterface
func (*LocalAIServer) CreateImage(w http.ResponseWriter, r *http.Request) {
panic("unimplemented")
}
// CreateImageEdit implements ServerInterface
func (*LocalAIServer) CreateImageEdit(w http.ResponseWriter, r *http.Request) {
panic("unimplemented")
}
// CreateImageVariation implements ServerInterface
func (*LocalAIServer) CreateImageVariation(w http.ResponseWriter, r *http.Request) {
panic("unimplemented")
}
// CreateModeration implements ServerInterface
func (*LocalAIServer) CreateModeration(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "CreateModeration"))
return
}
// CreateSearch implements ServerInterface
func (*LocalAIServer) CreateSearch(w http.ResponseWriter, r *http.Request, engineId string) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "CreateSearch"))
return
}
// CreateTranscription implements ServerInterface
func (*LocalAIServer) CreateTranscription(w http.ResponseWriter, r *http.Request) {
panic("unimplemented")
}
// CreateTranslation implements ServerInterface
func (*LocalAIServer) CreateTranslation(w http.ResponseWriter, r *http.Request) {
panic("unimplemented")
}
// DeleteFile implements ServerInterface
func (*LocalAIServer) DeleteFile(w http.ResponseWriter, r *http.Request, fileId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "DeleteFile"))
return
}
// DeleteModel implements ServerInterface
func (*LocalAIServer) DeleteModel(w http.ResponseWriter, r *http.Request, model string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "DeleteModel"))
return
}
// DownloadFile implements ServerInterface
func (*LocalAIServer) DownloadFile(w http.ResponseWriter, r *http.Request, fileId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "DownloadFile"))
return
}
// ListEngines implements ServerInterface
func (*LocalAIServer) ListEngines(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "List Engines"))
return
}
// ListFiles implements ServerInterface
func (*LocalAIServer) ListFiles(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "ListFiles"))
return
}
// ListFineTuneEvents implements ServerInterface
func (*LocalAIServer) ListFineTuneEvents(w http.ResponseWriter, r *http.Request, fineTuneId string, params ListFineTuneEventsParams) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "List Fine Tune Events"))
return
}
// ListFineTunes implements ServerInterface
func (*LocalAIServer) ListFineTunes(w http.ResponseWriter, r *http.Request) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "List Fine Tunes"))
return
}
// ListModels implements ServerInterface
func (*LocalAIServer) ListModels(w http.ResponseWriter, r *http.Request) {
panic("unimplemented")
}
// RetrieveEngine implements ServerInterface
func (*LocalAIServer) RetrieveEngine(w http.ResponseWriter, r *http.Request, engineId string) {
sendError(w, 501, fmt.Sprintf(nyiDepreciatedErrorMessageFormatString, "RetrieveEngine"))
return
}
// RetrieveFile implements ServerInterface
func (*LocalAIServer) RetrieveFile(w http.ResponseWriter, r *http.Request, fileId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "RetrieveFile"))
return
}
// RetrieveFineTune implements ServerInterface
func (*LocalAIServer) RetrieveFineTune(w http.ResponseWriter, r *http.Request, fineTuneId string) {
sendError(w, 501, fmt.Sprintf(nyiErrorMessageFormatString, "Retrieve Fine Tune"))
return
}
// RetrieveModel implements ServerInterface
func (*LocalAIServer) RetrieveModel(w http.ResponseWriter, r *http.Request, model string) {
panic("unimplemented")
}

14
apiv2/localai_nethttp.go Normal file
View file

@ -0,0 +1,14 @@
package apiv2
import "net/http"
func NewLocalAINetHTTPServer(configManager *ConfigManager) *LocalAIServer {
localAI := LocalAIServer{
configManager: configManager,
}
http.Handle("/", Handler(&localAI))
http.ListenAndServe(":8085", nil)
return &localAI
}

3
build_tools.go
View file

@ -1,3 +1,4 @@
//go:build tools
// +build tools
// List of tool dependencies. It should not actually be compiled.
@ -5,5 +6,5 @@ package ignore_me_build_tools
import (
_ "github.com/deepmap/oapi-codegen/cmd/oapi-codegen"
__ "github.com/vmware-tanzu/carvel-ytt/cmd/ytt"
_ "github.com/vmware-tanzu/carvel-ytt/cmd/ytt"
)

11
config/gpt-3.5-turbo-chat.yaml Normal file
View file

@ -0,0 +1,11 @@
registration:
model: gpt-3.5-turbo
endpoint: CreateChatCompletion
local_paths:
model: ggml-gpt4all-j
template: chat-gpt4all
request_defaults:
top_p: 0.7
temperature: 0.2
x-localai-extensions:
top_k: 80

76
go.mod
View file

@ -3,26 +3,28 @@ module github.com/go-skynet/LocalAI
go 1.19
require (
github.com/deepmap/oapi-codegen v0.0.0-00010101000000-000000000000
github.com/donomii/go-rwkv.cpp v0.0.0-20230515123100-6fdd0c338e56
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230520182345-041be06d5881
github.com/deepmap/oapi-codegen v1.12.4
github.com/donomii/go-rwkv.cpp v0.0.0-20230529074347-ccb05c3e1c6e
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230528233858-d7c936b44a80
github.com/go-audio/wav v1.1.0
github.com/go-skynet/bloomz.cpp v0.0.0-20230510223001-e9366e82abdf
github.com/go-skynet/go-bert.cpp v0.0.0-20230516063724-cea1ed76a7f4
github.com/go-skynet/go-gpt2.cpp v0.0.0-20230512145559-7bff56f02245
github.com/go-skynet/go-llama.cpp v0.0.0-20230520155239-ccf23adfb278
github.com/go-chi/chi/v5 v5.0.8
github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa
github.com/go-skynet/go-bert.cpp v0.0.0-20230529074307-771b4a085972
github.com/go-skynet/go-gpt2.cpp v0.0.0-20230529215936-13ccc22621bb
github.com/go-skynet/go-llama.cpp v0.0.0-20230529221033-4afcaf28f36f
github.com/gofiber/fiber/v2 v2.46.0
github.com/google/uuid v1.3.0
github.com/hashicorp/go-multierror v1.1.1
github.com/imdario/mergo v0.3.15
github.com/imdario/mergo v0.3.16
github.com/mitchellh/mapstructure v1.5.0
github.com/mudler/go-stable-diffusion v0.0.0-20230516152536-c0748eca3642
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230519014017-914519e772fd
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230530152634-6ed9c1a8d8e4
github.com/onsi/ginkgo/v2 v2.9.5
github.com/onsi/gomega v1.27.7
github.com/otiai10/openaigo v1.1.0
github.com/rs/zerolog v1.29.1
github.com/sashabaranov/go-openai v1.9.4
github.com/urfave/cli/v2 v2.25.3
github.com/urfave/cli/v2 v2.25.5
github.com/valyala/fasthttp v1.47.0
github.com/vmware-tanzu/carvel-ytt v0.45.1
gopkg.in/yaml.v2 v2.4.0
@ -30,54 +32,74 @@ require (
)
require (
github.com/BurntSushi/toml v1.2.1 // indirect
github.com/BurntSushi/toml v1.3.0 // indirect
github.com/andybalholm/brotli v1.0.5 // indirect
github.com/cppforlife/cobrautil v0.0.0-20200514214827-bb86e6965d72 // indirect
github.com/cppforlife/go-cli-ui v0.0.0-20200505234325-512793797f05 // indirect
github.com/apapsch/go-jsonmerge/v2 v2.0.0 // indirect
github.com/bytedance/sonic v1.9.1 // indirect
github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311 // indirect
github.com/cppforlife/cobrautil v0.0.0-20221130162803-acdfead391ef // indirect
github.com/cppforlife/go-cli-ui v0.0.0-20220622150351-995494831c6c // indirect
github.com/cpuguy83/go-md2man/v2 v2.0.2 // indirect
github.com/getkin/kin-openapi v0.116.0 // indirect
github.com/gabriel-vasile/mimetype v1.4.2 // indirect
github.com/getkin/kin-openapi v0.117.0 // indirect
github.com/gin-contrib/sse v0.1.0 // indirect
github.com/gin-gonic/gin v1.9.0 // indirect
github.com/go-audio/audio v1.0.0 // indirect
github.com/go-audio/riff v1.0.0 // indirect
github.com/go-logr/logr v1.2.4 // indirect
github.com/go-openapi/jsonpointer v0.19.5 // indirect
github.com/go-openapi/swag v0.21.1 // indirect
github.com/go-openapi/jsonpointer v0.19.6 // indirect
github.com/go-openapi/swag v0.22.3 // indirect
github.com/go-playground/locales v0.14.1 // indirect
github.com/go-playground/universal-translator v0.18.1 // indirect
github.com/go-playground/validator/v10 v10.14.0 // indirect
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572 // indirect
github.com/goccy/go-json v0.10.2 // indirect
github.com/google/go-cmp v0.5.9 // indirect
github.com/google/pprof v0.0.0-20210407192527-94a9f03dee38 // indirect
github.com/hashicorp/errwrap v1.0.0 // indirect
github.com/hashicorp/errwrap v1.1.0 // indirect
github.com/hashicorp/go-version v1.6.0 // indirect
github.com/inconshreveable/mousetrap v1.0.1 // indirect
github.com/invopop/yaml v0.1.0 // indirect
github.com/inconshreveable/mousetrap v1.1.0 // indirect
github.com/invopop/yaml v0.2.0 // indirect
github.com/josharian/intern v1.0.0 // indirect
github.com/json-iterator/go v1.1.12 // indirect
github.com/k14s/starlark-go v0.0.0-20200720175618-3a5c849cc368 // indirect
github.com/klauspost/compress v1.16.3 // indirect
github.com/klauspost/compress v1.16.5 // indirect
github.com/klauspost/cpuid/v2 v2.2.4 // indirect
github.com/labstack/echo/v4 v4.10.2 // indirect
github.com/labstack/gommon v0.4.0 // indirect
github.com/leodido/go-urn v1.2.4 // indirect
github.com/mailru/easyjson v0.7.7 // indirect
github.com/mattn/go-colorable v0.1.13 // indirect
github.com/mattn/go-isatty v0.0.18 // indirect
github.com/mattn/go-isatty v0.0.19 // indirect
github.com/mattn/go-runewidth v0.0.14 // indirect
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
github.com/modern-go/reflect2 v1.0.2 // indirect
github.com/mohae/deepcopy v0.0.0-20170929034955-c48cc78d4826 // indirect
github.com/otiai10/mint v1.5.1 // indirect
github.com/pelletier/go-toml/v2 v2.0.8 // indirect
github.com/perimeterx/marshmallow v1.1.4 // indirect
github.com/philhofer/fwd v1.1.2 // indirect
github.com/rivo/uniseg v0.2.0 // indirect
github.com/rivo/uniseg v0.4.4 // indirect
github.com/russross/blackfriday/v2 v2.1.0 // indirect
github.com/savsgio/dictpool v0.0.0-20221023140959-7bf2e61cea94 // indirect
github.com/savsgio/gotils v0.0.0-20230208104028-c358bd845dee // indirect
github.com/spf13/cobra v1.6.1 // indirect
github.com/spf13/cobra v1.7.0 // indirect
github.com/spf13/pflag v1.0.5 // indirect
github.com/tinylib/msgp v1.1.8 // indirect
github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
github.com/ugorji/go/codec v1.2.11 // indirect
github.com/valyala/bytebufferpool v1.0.0 // indirect
github.com/valyala/fasttemplate v1.2.2 // indirect
github.com/valyala/tcplisten v1.0.0 // indirect
github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673 // indirect
golang.org/x/crypto v0.7.0 // indirect
golang.org/x/arch v0.3.0 // indirect
golang.org/x/crypto v0.9.0 // indirect
golang.org/x/mod v0.10.0 // indirect
golang.org/x/net v0.10.0 // indirect
golang.org/x/sys v0.8.0 // indirect
golang.org/x/text v0.9.0 // indirect
golang.org/x/tools v0.9.1 // indirect
google.golang.org/protobuf v1.30.0 // indirect
)
replace github.com/go-skynet/go-llama.cpp => /workspace/go-llama
@ -96,8 +118,4 @@ replace github.com/go-skynet/bloomz.cpp => /workspace/bloomz
replace github.com/mudler/go-stable-diffusion => /workspace/go-stable-diffusion
// replace github.com/deepmap/oapi-codegen v1.12.4 => github.com/dave-gray101/oapi-codegen v0.0.0
replace github.com/deepmap/oapi-codegen => github.com/dave-gray101/oapi-codegen v0.0.0-20230523054811-7942876e1d78
// replace github.com/deepmap/oapi-codegen/cmd/oapi-codegen => github.com/dave-gray101/oapi-codegen/cmd/oapi-codegen yaml_and_dep_filter
replace github.com/deepmap/oapi-codegen v1.12.4 => github.com/dave-gray101/oapi-codegen v0.0.0-20230601032358-055c3446c85e

173
go.sum
View file

@ -1,104 +1,120 @@
github.com/BurntSushi/toml v1.2.1 h1:9F2/+DoOYIOksmaJFPw1tGFy1eDnIJXg+UHjuD8lTak=
github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
github.com/BurntSushi/toml v1.3.0 h1:Ws8e5YmnrGEHzZEzg0YvK/7COGYtTC5PbaH9oSSbgfA=
github.com/BurntSushi/toml v1.3.0/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
github.com/RaveNoX/go-jsoncommentstrip v1.0.0/go.mod h1:78ihd09MekBnJnxpICcwzCMzGrKSKYe4AqU6PDYYpjk=
github.com/andybalholm/brotli v1.0.5 h1:8uQZIdzKmjc/iuPu7O2ioW48L81FgatrcpfFmiq/cCs=
github.com/andybalholm/brotli v1.0.5/go.mod h1:fO7iG3H7G2nSZ7m0zPUDn85XEX2GTukHGRSepvi9Eig=
github.com/apapsch/go-jsonmerge/v2 v2.0.0 h1:axGnT1gRIfimI7gJifB699GoE/oq+F2MU7Dml6nw9rQ=
github.com/bytedance/sonic v1.8.0 h1:ea0Xadu+sHlu7x5O3gKhRpQ1IKiMrSiHttPF0ybECuA=
github.com/apapsch/go-jsonmerge/v2 v2.0.0/go.mod h1:lvDnEdqiQrp0O42VQGgmlKpxL1AP2+08jFMw88y4klk=
github.com/bmatcuk/doublestar v1.1.1/go.mod h1:UD6OnuiIn0yFxxA2le/rnRU1G4RaI4UvFv1sNto9p6w=
github.com/bytedance/sonic v1.5.0/go.mod h1:ED5hyg4y6t3/9Ku1R6dU/4KyJ48DZ4jPhfY1O2AihPM=
github.com/bytedance/sonic v1.9.1 h1:6iJ6NqdoxCDr6mbY8h18oSO+cShGSMRGCEo7F2h0x8s=
github.com/bytedance/sonic v1.9.1/go.mod h1:i736AoUSYt75HyZLoJW9ERYxcy6eaN6h4BZXU064P/U=
github.com/chenzhuoyu/base64x v0.0.0-20211019084208-fb5309c8db06/go.mod h1:DH46F32mSOjUmXrMHnKwZdA8wcEefY7UVqBKYGjpdQY=
github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311 h1:qSGYFH7+jGhDF8vLC+iwCD4WpbV1EBDSzWkJODFLams=
github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311/go.mod h1:b583jCggY9gE99b6G5LEC39OIiVsWj+R97kbl5odCEk=
github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI=
github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI=
github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU=
github.com/coreos/go-systemd/v22 v22.5.0/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSVTIJ3seZv2GcEnc=
github.com/cppforlife/cobrautil v0.0.0-20200514214827-bb86e6965d72 h1:rPWcUBgMb1ox2eCohCuZ8gsZVe0aB5qBbYaBpdoxfCE=
github.com/cppforlife/cobrautil v0.0.0-20200514214827-bb86e6965d72/go.mod h1:2w+qxVu2KSGW78Ex/XaIqfh/OvBgjEsmN53S4T8vEyA=
github.com/cppforlife/go-cli-ui v0.0.0-20200505234325-512793797f05 h1:1RmVo83wBQdTTbuO1BEE4erTyE0CvfYAn56qb0TyAPc=
github.com/cppforlife/go-cli-ui v0.0.0-20200505234325-512793797f05/go.mod h1:I0qrzCmuPWYI6kAOvkllYjaW2aovclWbJ96+v+YyHb0=
github.com/cppforlife/cobrautil v0.0.0-20221130162803-acdfead391ef h1:de10GNLe45JTMghl2qf9WH17H/BjGShK41X3vKAsPJA=
github.com/cppforlife/cobrautil v0.0.0-20221130162803-acdfead391ef/go.mod h1:2w+qxVu2KSGW78Ex/XaIqfh/OvBgjEsmN53S4T8vEyA=
github.com/cppforlife/go-cli-ui v0.0.0-20220622150351-995494831c6c h1:Au0iPWQ6E8TMil9HiGW/DI4CBttUpBOZWkzgqwq+PLg=
github.com/cppforlife/go-cli-ui v0.0.0-20220622150351-995494831c6c/go.mod h1:ci7nWkU0g40w486NlpUpXXpTD3pkOBjH090Uc0wpER4=
github.com/cpuguy83/go-md2man/v2 v2.0.2 h1:p1EgwI/C7NhT0JmVkwCD2ZBK8j4aeHQX2pMHHBfMQ6w=
github.com/cpuguy83/go-md2man/v2 v2.0.2/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
github.com/creack/pty v1.1.7/go.mod h1:lj5s0c3V2DBrqTV7llrYr5NG6My20zk30Fl46Y7DoTY=
github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
github.com/dave-gray101/oapi-codegen v0.0.0-20230523054811-7942876e1d78 h1:FP1s4BtFR9RHWxZHif2Kva/ydXV5jtyovyo0rrqdvgU=
github.com/dave-gray101/oapi-codegen v0.0.0-20230523054811-7942876e1d78/go.mod h1:rey/E8Zmlg0o3jo02vrDZMSv6YeWY/I8j3FTeR+78EU=
github.com/dave-gray101/oapi-codegen v0.0.0-20230601032358-055c3446c85e h1:yTYuNvvxVelDSrUDt9b96CRL0Iyo7IjgjnkbjzBymi4=
github.com/dave-gray101/oapi-codegen v0.0.0-20230601032358-055c3446c85e/go.mod h1:rey/E8Zmlg0o3jo02vrDZMSv6YeWY/I8j3FTeR+78EU=
github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/fatih/color v1.7.0/go.mod h1:Zm6kSWBoL9eyXnKyktHP6abPY2pDugNf5KwzbycvMj4=
github.com/fsnotify/fsnotify v1.4.9/go.mod h1:znqG4EE+3YCdAaPaxE2ZRY/06pZUdp0tY4IgpuI1SZQ=
github.com/getkin/kin-openapi v0.116.0 h1:o986hwgMzR972JzOG5j6+WTwWqllZLs1EJKMKCivs2E=
github.com/getkin/kin-openapi v0.116.0/go.mod h1:l5e9PaFUo9fyLJCPGQeXI2ML8c3P8BHOEV2VaAVf/pc=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230520182345-041be06d5881 h1:dafqVivljYk51VLFnnpTXJnfWDe637EobWZ1l8PyEf8=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230520182345-041be06d5881/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
github.com/gabriel-vasile/mimetype v1.4.2 h1:w5qFW6JKBz9Y393Y4q372O9A7cUSequkh1Q7OhCmWKU=
github.com/gabriel-vasile/mimetype v1.4.2/go.mod h1:zApsH/mKG4w07erKIaJPFiX0Tsq9BFQgN3qGY5GnNgA=
github.com/getkin/kin-openapi v0.117.0 h1:QT2DyGujAL09F4NrKDHJGsUoIprlIcFVHWDVDcUFE8A=
github.com/getkin/kin-openapi v0.117.0/go.mod h1:l5e9PaFUo9fyLJCPGQeXI2ML8c3P8BHOEV2VaAVf/pc=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230528233858-d7c936b44a80 h1:IeeVcNaQHdcG+GPg+meOPFvtonvO8p/HBzTrZGjpWZk=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230528233858-d7c936b44a80/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
github.com/gin-contrib/sse v0.1.0 h1:Y/yl/+YNO8GZSjAhjMsSuLt29uWRFHdHYUb5lYOV9qE=
github.com/gin-contrib/sse v0.1.0/go.mod h1:RHrZQHXnP2xjPF+u1gW/2HnVO7nvIa9PG3Gm+fLHvGI=
github.com/gin-gonic/gin v1.9.0 h1:OjyFBKICoexlu99ctXNR2gg+c5pKrKMuyjgARg9qeY8=
github.com/gin-gonic/gin v1.9.0/go.mod h1:W1Me9+hsUSyj3CePGrd1/QrKJMSJ1Tu/0hFEH89961k=
github.com/go-audio/audio v1.0.0 h1:zS9vebldgbQqktK4H0lUqWrG8P0NxCJVqcj7ZpNnwd4=
github.com/go-audio/audio v1.0.0/go.mod h1:6uAu0+H2lHkwdGsAY+j2wHPNPpPoeg5AaEFh9FlA+Zs=
github.com/go-audio/riff v1.0.0 h1:d8iCGbDvox9BfLagY94fBynxSPHO80LmZCaOsmKxokA=
github.com/go-audio/riff v1.0.0/go.mod h1:l3cQwc85y79NQFCRB7TiPoNiaijp6q8Z0Uv38rVG498=
github.com/go-audio/wav v1.1.0 h1:jQgLtbqBzY7G+BM8fXF7AHUk1uHUviWS4X39d5rsL2g=
github.com/go-audio/wav v1.1.0/go.mod h1:mpe9qfwbScEbkd8uybLuIpTgHyrISw/OTuvjUW2iGtE=
github.com/go-chi/chi/v5 v5.0.8 h1:lD+NLqFcAi1ovnVZpsnObHGW4xb4J8lNmoYVfECH1Y0=
github.com/go-chi/chi/v5 v5.0.8/go.mod h1:DslCQbL2OYiznFReuXYUmQ2hGd1aDpCnlMNITLSKoi8=
github.com/go-logr/logr v1.2.4 h1:g01GSCwiDw2xSZfjJ2/T9M+S6pFdcNtFYsp+Y43HYDQ=
github.com/go-logr/logr v1.2.4/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
github.com/go-openapi/jsonpointer v0.19.5 h1:gZr+CIYByUqjcgeLXnQu2gHYQC9o73G2XUeOFYEICuY=
github.com/go-openapi/jsonpointer v0.19.5/go.mod h1:Pl9vOtqEWErmShwVjC8pYs9cog34VGT37dQOVbmoatg=
github.com/go-openapi/jsonpointer v0.19.6 h1:eCs3fxoIi3Wh6vtgmLTOjdhSpiqphQ+DaPn38N2ZdrE=
github.com/go-openapi/jsonpointer v0.19.6/go.mod h1:osyAmYz/mB/C3I+WsTTSgw1ONzaLJoLCyoi6/zppojs=
github.com/go-openapi/swag v0.19.5/go.mod h1:POnQmlKehdgb5mhVOsnJFsivZCEZ/vjK9gh66Z9tfKk=
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github.com/hpcloud/tail v1.0.1-0.20180514194441-a1dbeea552b7/go.mod h1:ab1qPbhIpdTxEkNHXyeSf5vhxWSCs/tWer42PpOxQnU=
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github.com/imdario/mergo v0.3.15 h1:M8XP7IuFNsqUx6VPK2P9OSmsYsI/YFaGil0uD21V3dM=
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github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
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github.com/juju/gnuflag v0.0.0-20171113085948-2ce1bb71843d/go.mod h1:2PavIy+JPciBPrBUjwbNvtwB6RQlve+hkpll6QSNmOE=
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github.com/k14s/starlark-go v0.0.0-20200720175618-3a5c849cc368 h1:4bcRTTSx+LKSxMWibIwzHnDNmaN1x52oEpvnjCy+8vk=
github.com/k14s/starlark-go v0.0.0-20200720175618-3a5c849cc368/go.mod h1:lKGj1op99m4GtQISxoD2t+K+WO/q2NzEPKvfXFQfbCA=
github.com/klauspost/compress v1.16.3 h1:XuJt9zzcnaz6a16/OU53ZjWp/v7/42WcR5t2a0PcNQY=
github.com/klauspost/compress v1.16.3/go.mod h1:ntbaceVETuRiXiv4DpjP66DpAtAGkEQskQzEyD//IeE=
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github.com/klauspost/compress v1.16.5 h1:IFV2oUNUzZaz+XyusxpLzpzS8Pt5rh0Z16For/djlyI=
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github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
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@ -106,41 +122,41 @@ github.com/labstack/echo/v4 v4.10.2 h1:n1jAhnq/elIFTHr1EYpiYtyKgx4RW9ccVgkqByZaN
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github.com/otiai10/mint v1.5.1/go.mod h1:MJm72SBthJjz8qhefc4z1PYEieWmy8Bku7CjcAqyUSM=
github.com/otiai10/openaigo v1.1.0 h1:zRvGBqZUW5PCMgdkJNsPVTBd8tOLCMTipXE5wD2pdTg=
github.com/otiai10/openaigo v1.1.0/go.mod h1:792bx6AWTS61weDi2EzKpHHnTF4eDMAlJ5GvAk/mgPg=
github.com/pelletier/go-toml/v2 v2.0.6 h1:nrzqCb7j9cDFj2coyLNLaZuJTLjWjlaz6nvTvIwycIU=
github.com/pelletier/go-toml/v2 v2.0.8 h1:0ctb6s9mE31h0/lhu+J6OPmVeDxJn+kYnJc2jZR9tGQ=
github.com/pelletier/go-toml/v2 v2.0.8/go.mod h1:vuYfssBdrU2XDZ9bYydBu6t+6a6PYNcZljzZR9VXg+4=
github.com/perimeterx/marshmallow v1.1.4 h1:pZLDH9RjlLGGorbXhcaQLhfuV0pFMNfPO55FuFkxqLw=
github.com/perimeterx/marshmallow v1.1.4/go.mod h1:dsXbUu8CRzfYP5a87xpp0xq9S3u0Vchtcl8we9tYaXw=
github.com/philhofer/fwd v1.1.1/go.mod h1:gk3iGcWd9+svBvR0sR+KPcfE+RNWozjowpeBVG3ZVNU=
@ -149,8 +165,9 @@ github.com/philhofer/fwd v1.1.2/go.mod h1:qkPdfjR2SIEbspLqpe1tO4n5yICnr2DY7mqEx2
github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
github.com/rivo/uniseg v0.2.0 h1:S1pD9weZBuJdFmowNwbpi7BJ8TNftyUImj/0WQi72jY=
github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
github.com/rivo/uniseg v0.4.4 h1:8TfxU8dW6PdqD27gjM8MVNuicgxIjxpm4K7x4jp8sis=
github.com/rivo/uniseg v0.4.4/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUcx88=
github.com/rs/xid v1.4.0/go.mod h1:trrq9SKmegXys3aeAKXMUTdJsYXVwGY3RLcfgqegfbg=
github.com/rs/zerolog v1.29.1 h1:cO+d60CHkknCbvzEWxP0S9K6KqyTjrCNUy1LdQLCGPc=
github.com/rs/zerolog v1.29.1/go.mod h1:Le6ESbR7hc+DP6Lt1THiV8CQSdkkNrd3R0XbEgp3ZBU=
@ -163,10 +180,11 @@ github.com/savsgio/dictpool v0.0.0-20221023140959-7bf2e61cea94/go.mod h1:90zrgN3
github.com/savsgio/gotils v0.0.0-20220530130905-52f3993e8d6d/go.mod h1:Gy+0tqhJvgGlqnTF8CVGP0AaGRjwBtXs/a5PA0Y3+A4=
github.com/savsgio/gotils v0.0.0-20230208104028-c358bd845dee h1:8Iv5m6xEo1NR1AvpV+7XmhI4r39LGNzwUL4YpMuL5vk=
github.com/savsgio/gotils v0.0.0-20230208104028-c358bd845dee/go.mod h1:qwtSXrKuJh/zsFQ12yEE89xfCrGKK63Rr7ctU/uCo4g=
github.com/spf13/cobra v1.6.1 h1:o94oiPyS4KD1mPy2fmcYYHHfCxLqYjJOhGsCHFZtEzA=
github.com/spf13/cobra v1.6.1/go.mod h1:IOw/AERYS7UzyrGinqmz6HLUo219MORXGxhbaJUqzrY=
github.com/spf13/cobra v1.7.0 h1:hyqWnYt1ZQShIddO5kBpj3vu05/++x6tJ6dg8EC572I=
github.com/spf13/cobra v1.7.0/go.mod h1:uLxZILRyS/50WlhOIKD7W6V5bgeIt+4sICxh6uRMrb0=
github.com/spf13/pflag v1.0.5 h1:iy+VFUOCP1a+8yFto/drg2CJ5u0yRoB7fZw3DKv/JXA=
github.com/spf13/pflag v1.0.5/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
github.com/spkg/bom v0.0.0-20160624110644-59b7046e48ad/go.mod h1:qLr4V1qq6nMqFKkMo8ZTx3f+BZEkzsRUY10Xsm2mwU0=
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
@ -176,17 +194,20 @@ github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/
github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
github.com/stretchr/testify v1.8.2 h1:+h33VjcLVPDHtOdpUCuF+7gSuG3yGIftsP1YvFihtJ8=
github.com/stretchr/testify v1.8.2/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
github.com/stretchr/testify v1.8.3 h1:RP3t2pwF7cMEbC1dqtB6poj3niw/9gnV4Cjg5oW5gtY=
github.com/stretchr/testify v1.8.3/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
github.com/tinylib/msgp v1.1.6/go.mod h1:75BAfg2hauQhs3qedfdDZmWAPcFMAvJE5b9rGOMufyw=
github.com/tinylib/msgp v1.1.8 h1:FCXC1xanKO4I8plpHGH2P7koL/RzZs12l/+r7vakfm0=
github.com/tinylib/msgp v1.1.8/go.mod h1:qkpG+2ldGg4xRFmx+jfTvZPxfGFhi64BcnL9vkCm/Tw=
github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS4MhqMhdFk5YI=
github.com/ugorji/go v1.2.7 h1:qYhyWUUd6WbiM+C6JZAUkIJt/1WrjzNHY9+KCIjVqTo=
github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
github.com/ugorji/go v1.2.7/go.mod h1:nF9osbDWLy6bDVv/Rtoh6QgnvNDpmCalQV5urGCCS6M=
github.com/ugorji/go/codec v1.2.7/go.mod h1:WGN1fab3R1fzQlVQTkfxVtIBhWDRqOviHU95kRgeqEY=
github.com/ugorji/go/codec v1.2.9 h1:rmenucSohSTiyL09Y+l2OCk+FrMxGMzho2+tjr5ticU=
github.com/urfave/cli/v2 v2.25.3 h1:VJkt6wvEBOoSjPFQvOkv6iWIrsJyCrKGtCtxXWwmGeY=
github.com/urfave/cli/v2 v2.25.3/go.mod h1:GHupkWPMM0M/sj1a2b4wUrWBPzazNrIjouW6fmdJLxc=
github.com/ugorji/go/codec v1.2.11 h1:BMaWp1Bb6fHwEtbplGBGJ498wD+LKlNSl25MjdZY4dU=
github.com/ugorji/go/codec v1.2.11/go.mod h1:UNopzCgEMSXjBc6AOMqYvWC1ktqTAfzJZUZgYf6w6lg=
github.com/urfave/cli/v2 v2.25.5 h1:d0NIAyhh5shGscroL7ek/Ya9QYQE0KNabJgiUinIQkc=
github.com/urfave/cli/v2 v2.25.5/go.mod h1:GHupkWPMM0M/sj1a2b4wUrWBPzazNrIjouW6fmdJLxc=
github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6KllzawFIhcdPw=
github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyCJ6HpOuEn7z0Csc=
github.com/valyala/fasthttp v1.47.0 h1:y7moDoxYzMooFpT5aHgNgVOQDrS3qlkfiP9mDtGGK9c=
@ -196,27 +217,26 @@ github.com/valyala/fasttemplate v1.2.2 h1:lxLXG0uE3Qnshl9QyaK6XJxMXlQZELvChBOCmQ
github.com/valyala/fasttemplate v1.2.2/go.mod h1:KHLXt3tVN2HBp8eijSv/kGJopbvo7S+qRAEEKiv+SiQ=
github.com/valyala/tcplisten v1.0.0 h1:rBHj/Xf+E1tRGZyWIWwJDiRY0zc1Js+CV5DqwacVSA8=
github.com/valyala/tcplisten v1.0.0/go.mod h1:T0xQ8SeCZGxckz9qRXTfG43PvQ/mcWh7FwZEA7Ioqkc=
github.com/vito/go-interact v0.0.0-20171111012221-fa338ed9e9ec/go.mod h1:wPlfmglZmRWMYv/qJy3P+fK/UnoQB5ISk4txfNd9tDo=
github.com/vmware-tanzu/carvel-ytt v0.45.1 h1:zjiOnV7WiKJbkLHkJCRxlmABOMIL4WhKKyahfCzFoIk=
github.com/vmware-tanzu/carvel-ytt v0.45.1/go.mod h1:+r+ZVZLsETAYlRsgINztFdUdUufj2OwrTXCfOzYB4fY=
github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673 h1:bAn7/zixMGCfxrRTfdpNzjtPYqr8smhKouy9mxVdGPU=
github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673/go.mod h1:N3UwUGtsrSj3ccvlPHLoLsHnpR27oXr4ZE984MbSER8=
github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
golang.org/x/arch v0.0.0-20210923205945-b76863e36670 h1:18EFjUmQOcUvxNYSkA6jO9VAiXCnxFY6NyDX0bHDmkU=
golang.org/x/crypto v0.0.0-20180723164146-c126467f60eb/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4=
golang.org/x/arch v0.0.0-20210923205945-b76863e36670/go.mod h1:5om86z9Hs0C8fWVUuoMHwpExlXzs5Tkyp9hOrfG7pp8=
golang.org/x/arch v0.3.0 h1:02VY4/ZcO/gBOH6PUaoiptASxtXU10jazRCP865E97k=
golang.org/x/arch v0.3.0/go.mod h1:5om86z9Hs0C8fWVUuoMHwpExlXzs5Tkyp9hOrfG7pp8=
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
golang.org/x/crypto v0.7.0 h1:AvwMYaRytfdeVt3u6mLaxYtErKYjxA2OXjJ1HHq6t3A=
golang.org/x/crypto v0.7.0/go.mod h1:pYwdfH91IfpZVANVyUOhSIPZaFoJGxTFbZhFTx+dXZU=
golang.org/x/crypto v0.9.0 h1:LF6fAI+IutBocDJ2OT0Q1g8plpYljMZ4+lty+dsqw3g=
golang.org/x/crypto v0.9.0/go.mod h1:yrmDGqONDYtNj3tH8X9dzUun2m2lzPa9ngI6/RUPGR0=
golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
golang.org/x/mod v0.7.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
golang.org/x/mod v0.10.0 h1:lFO9qtOdlre5W1jxS3r/4szv2/6iXxScdzjoBMXNhYk=
golang.org/x/mod v0.10.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
golang.org/x/net v0.0.0-20180730214132-a0f8a16cb08c/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
@ -232,7 +252,6 @@ golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20191002063906-3421d5a6bb1c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20191005200804-aed5e4c7ecf9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@ -241,6 +260,7 @@ golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBc
golang.org/x/sys v0.0.0-20210927094055-39ccf1dd6fa6/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20211103235746-7861aae1554b/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220704084225-05e143d24a9e/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.3.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
@ -267,26 +287,19 @@ golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8T
golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
google.golang.org/protobuf v1.20.1-0.20200309200217-e05f789c0967/go.mod h1:A+miEFZTKqfCUM6K7xSMQL9OKL/b6hQv+e19PK+JZNE=
google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzikPIcrTAo=
google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
google.golang.org/protobuf v1.28.1 h1:d0NfwRgPtno5B1Wa6L2DAG+KivqkdutMf1UhdNx175w=
google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
google.golang.org/protobuf v1.30.0 h1:kPPoIgf3TsEvrm0PFe15JQ+570QVxYzEvvHqChK+cng=
google.golang.org/protobuf v1.30.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f h1:BLraFXnmrev5lT+xlilqcH8XK9/i0At2xKjWk4p6zsU=
gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/fsnotify/fsnotify.v1 v1.4.7/go.mod h1:Fyux9zXlo4rWoMSIzpn9fDAYjalPqJ/K1qJ27s+7ltE=
gopkg.in/tomb.v1 v1.0.0-20140529071818-c131134a1947/go.mod h1:dt/ZhP58zS4L8KSrWDmTeBkI65Dw0HsyUHuEVlX15mw=
gopkg.in/yaml.v2 v2.2.1/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
gopkg.in/yaml.v3 v3.0.0-20200615113413-eeeca48fe776/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
gopkg.in/yaml.v3 v3.0.0/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4=

28
main.go
View file

@ -7,6 +7,7 @@ import (
"path/filepath"
api "github.com/go-skynet/LocalAI/api"
apiv2 "github.com/go-skynet/LocalAI/apiv2"
model "github.com/go-skynet/LocalAI/pkg/model"
"github.com/rs/zerolog"
"github.com/rs/zerolog/log"
@ -22,6 +23,31 @@ func main() {
os.Exit(1)
}
log.Log().Msgf("STARTING!")
// TODO REALLY SHIT TEST MUST BE FIXED BEFORE MERGE
v2ConfigManager := apiv2.NewConfigManager()
log.Log().Msgf("v2ConfigManager init %+v", v2ConfigManager)
registered, cfgErr := v2ConfigManager.LoadConfigDirectory("/workspace/config")
fmt.Printf("!=!")
log.Log().Msgf("NEW v2 test cfgErr: %w \nREGISTRATIONS:", cfgErr)
for i, reg := range registered {
log.Log().Msgf("%d: %+v", i, reg)
testField, exists := v2ConfigManager.GetConfig(reg)
if exists {
log.Log().Msgf("!! %s: %s", testField.GetRegistration().Endpoint, testField.GetLocalPaths().Model)
}
}
v2Server := apiv2.NewLocalAINetHTTPServer(v2ConfigManager)
log.Log().Msgf("NEW v2 test: %+v", v2Server)
app := &cli.App{
Name: "LocalAI",
Usage: "OpenAI compatible API for running LLaMA/GPT models locally on CPU with consumer grade hardware.",
@ -94,7 +120,7 @@ It uses llama.cpp, ggml and gpt4all as backend with golang c bindings.
Copyright: "go-skynet authors",
Action: func(ctx *cli.Context) error {
fmt.Printf("Starting LocalAI using %d threads, with models path: %s\n", ctx.Int("threads"), ctx.String("models-path"))
return api.App(context.Background(), ctx.String("config-file"), model.NewModelLoader(ctx.String("models-path")), ctx.Int("upload-limit"), ctx.Int("threads"), ctx.Int("context-size"), ctx.Bool("f16"), ctx.Bool("debug"), false, ctx.String("image-path")).Listen(ctx.String("address"))
return api.App(context.Background(), ctx.String("config-file"), model.NewModelLoader(ctx.String("models-path"), ctx.String("templates-path")), ctx.Int("upload-limit"), ctx.Int("threads"), ctx.Int("context-size"), ctx.Bool("f16"), ctx.Bool("debug"), false, ctx.String("image-path")).Listen(ctx.String("address"))
},
}

6
openai-openapi/config.yaml
View file

@ -5,7 +5,11 @@ generate:
output: apiv2/localai.gen.go
output-options:
exclude-depreciated: true
# user-templates:
additional-property-tags:
- yaml
- mapstructure
user-templates:
endpoint-body-mapping.tmpl: ./openai-openapi/endpoint-body-mapping.tmpl
# union.tmpl: "// SKIP"
# union-and-additional-properties.tmpl: "// SKIP"
# additional-properties.tmpl: "// SKIP"

19
openai-openapi/endpoint-body-mapping.tmpl Normal file
View file

@ -0,0 +1,19 @@
// TEMP: Consider revising this in oapi-codegen to make cleaner or at least renaming....
//type EndpointSpecificConfig interface {
// GetRequestDefaults() interface{}
//}
var EndpointConfigMap = map[string]Config{
{{range .}}{{$opid := .OperationId -}}
{{if eq (len .Bodies) 1 -}}
{{with index .Bodies 0}}{{ $typeDef := .TypeDef $opid -}}
"{{$opid}}":SpecificConfig[{{$typeDef.TypeName}}]{},
{{end -}}
{{else -}}
{{range .Bodies -}}
{{if and .IsSupported .Default -}}
"{{$opid}}":SpecificConfig[{{.TypeName}}]{},{{break -}}
{{end -}}
{{end -}}
{{end -}}
{{end -}}
}

8
pkg/model/loader.go
View file

@ -14,16 +14,18 @@ import (
)
type ModelLoader struct {
ModelPath string
mu sync.Mutex
ModelPath string
TemplatesPath string
mu sync.Mutex
// TODO: this needs generics
models map[string]interface{}
promptsTemplates map[string]*template.Template
}
func NewModelLoader(modelPath string) *ModelLoader {
func NewModelLoader(modelPath string, templatesPath string) *ModelLoader {
return &ModelLoader{
ModelPath: modelPath,
TemplatesPath: templatesPath,
models: make(map[string]interface{}),
promptsTemplates: make(map[string]*template.Template),
}