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Gallery repository (#663)

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Signed-off-by: mudler <mudler@localai.io>
renovate/github.com-imdario-mergo-1.x
Ettore Di Giacinto 1 year ago committed by GitHub
parent 2a45a99737
commit 60db5957d3
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
15 changed files with 640 additions and 190 deletions
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  1. 5
      api/api.go
  2. 106
      api/api_test.go
  3. 36
      api/config.go
  4. 172
      api/gallery.go
  5. 9
      api/options.go
  6. 16
      go.mod
  7. 78
      go.sum
  8. 12
      main.go
  9. 99
      pkg/gallery/gallery.go
  10. 54
      pkg/gallery/models.go
  11. 54
      pkg/gallery/models_test.go
  12. 74
      pkg/gallery/request.go
  13. 22
      pkg/gallery/request_test.go
  14. 56
      pkg/utils/untar.go
  15. 37
      pkg/utils/uri.go

5
api/api.go
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@ -104,7 +104,9 @@ func App(opts ...AppOption) (*fiber.App, error) {
// LocalAI API endpoints
applier := newGalleryApplier(options.loader.ModelPath)
applier.start(options.context, cm)
app.Post("/models/apply", applyModelGallery(options.loader.ModelPath, cm, applier.C))
app.Post("/models/apply", applyModelGallery(options.loader.ModelPath, cm, applier.C, options.galleries))
app.Get("/models/list", listModelFromGallery(options.galleries, options.loader.ModelPath))
app.Get("/models/jobs/:uuid", getOpStatus(applier))
// openAI compatible API endpoint
@ -120,6 +122,7 @@ func App(opts ...AppOption) (*fiber.App, error) {
// completion
app.Post("/v1/completions", completionEndpoint(cm, options))
app.Post("/completions", completionEndpoint(cm, options))
app.Post("/v1/engines/:model/completions", completionEndpoint(cm, options))
// embeddings
app.Post("/v1/embeddings", embeddingsEndpoint(cm, options))

106
api/api_test.go
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@ -13,6 +13,7 @@ import (
"runtime"
. "github.com/go-skynet/LocalAI/api"
"github.com/go-skynet/LocalAI/pkg/gallery"
"github.com/go-skynet/LocalAI/pkg/model"
"github.com/gofiber/fiber/v2"
. "github.com/onsi/ginkgo/v2"
@ -24,6 +25,7 @@ import (
)
type modelApplyRequest struct {
ID string `json:"id"`
URL string `json:"url"`
Name string `json:"name"`
Overrides map[string]string `json:"overrides"`
@ -52,6 +54,35 @@ func getModelStatus(url string) (response map[string]interface{}) {
}
return
}
func getModels(url string) (response []gallery.GalleryModel) {
//url := "http://localhost:AI/models/apply"
// Create the request payload
// Create the HTTP request
resp, err := http.Get(url)
if err != nil {
return nil
}
defer resp.Body.Close()
body, err := ioutil.ReadAll(resp.Body)
if err != nil {
fmt.Println("Error reading response body:", err)
return
}
// Unmarshal the response into a map[string]interface{}
err = json.Unmarshal(body, &response)
if err != nil {
fmt.Println("Error unmarshaling JSON response:", err)
return
}
return
}
func postModelApplyRequest(url string, request modelApplyRequest) (response map[string]interface{}) {
//url := "http://localhost:AI/models/apply"
@ -118,7 +149,33 @@ var _ = Describe("API test", func() {
modelLoader = model.NewModelLoader(tmpdir)
c, cancel = context.WithCancel(context.Background())
app, err = App(WithContext(c), WithModelLoader(modelLoader), WithBackendAssets(backendAssets), WithBackendAssetsOutput(tmpdir))
g := []gallery.GalleryModel{
{
Name: "bert",
URL: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml",
},
{
Name: "bert2",
URL: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml",
Overrides: map[string]interface{}{"foo": "bar"},
AdditionalFiles: []gallery.File{gallery.File{Filename: "foo.yaml", URI: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml"}},
},
}
out, err := yaml.Marshal(g)
Expect(err).ToNot(HaveOccurred())
err = ioutil.WriteFile(filepath.Join(tmpdir, "gallery_simple.yaml"), out, 0644)
Expect(err).ToNot(HaveOccurred())
galleries := []gallery.Gallery{
{
Name: "test",
URL: "file://" + filepath.Join(tmpdir, "gallery_simple.yaml"),
},
}
app, err = App(WithContext(c),
WithGalleries(galleries),
WithModelLoader(modelLoader), WithBackendAssets(backendAssets), WithBackendAssetsOutput(tmpdir))
Expect(err).ToNot(HaveOccurred())
go app.Listen("127.0.0.1:9090")
@ -143,6 +200,53 @@ var _ = Describe("API test", func() {
})
Context("Applying models", func() {
It("applies models from a gallery", func() {
models := getModels("http://127.0.0.1:9090/models/list")
Expect(len(models)).To(Equal(2), fmt.Sprint(models))
Expect(models[0].Installed).To(BeFalse(), fmt.Sprint(models))
Expect(models[1].Installed).To(BeFalse(), fmt.Sprint(models))
response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
ID: "test@bert2",
})
Expect(response["uuid"]).ToNot(BeEmpty(), fmt.Sprint(response))
uuid := response["uuid"].(string)
resp := map[string]interface{}{}
Eventually(func() bool {
response := getModelStatus("http://127.0.0.1:9090/models/jobs/" + uuid)
fmt.Println(response)
resp = response
return response["processed"].(bool)
}, "360s").Should(Equal(true))
Expect(resp["message"]).ToNot(ContainSubstring("error"))
dat, err := os.ReadFile(filepath.Join(tmpdir, "bert2.yaml"))
Expect(err).ToNot(HaveOccurred())
_, err = os.ReadFile(filepath.Join(tmpdir, "foo.yaml"))
Expect(err).ToNot(HaveOccurred())
content := map[string]interface{}{}
err = yaml.Unmarshal(dat, &content)
Expect(err).ToNot(HaveOccurred())
Expect(content["backend"]).To(Equal("bert-embeddings"))
Expect(content["foo"]).To(Equal("bar"))
models = getModels("http://127.0.0.1:9090/models/list")
Expect(len(models)).To(Equal(2), fmt.Sprint(models))
Expect(models[0].Name).To(Or(Equal("bert"), Equal("bert2")))
Expect(models[1].Name).To(Or(Equal("bert"), Equal("bert2")))
for _, m := range models {
if m.Name == "bert2" {
Expect(m.Installed).To(BeTrue())
} else {
Expect(m.Installed).To(BeFalse())
}
}
})
It("overrides models", func() {
response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
URL: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml",

36
api/config.go
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@ -97,7 +97,7 @@ 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)
@ -111,7 +111,7 @@ func (cm ConfigMerger) LoadConfigFile(file string) error {
return nil
}
func (cm ConfigMerger) LoadConfig(file string) error {
func (cm *ConfigMerger) LoadConfig(file string) error {
cm.Lock()
defer cm.Unlock()
c, err := ReadConfig(file)
@ -123,14 +123,14 @@ func (cm ConfigMerger) LoadConfig(file string) error {
return nil
}
func (cm ConfigMerger) GetConfig(m string) (Config, bool) {
func (cm *ConfigMerger) GetConfig(m string) (Config, bool) {
cm.Lock()
defer cm.Unlock()
v, exists := cm.configs[m]
return v, exists
}
func (cm ConfigMerger) ListConfigs() []string {
func (cm *ConfigMerger) ListConfigs() []string {
cm.Lock()
defer cm.Unlock()
var res []string
@ -140,7 +140,7 @@ func (cm ConfigMerger) ListConfigs() []string {
return res
}
func (cm ConfigMerger) LoadConfigs(path string) error {
func (cm *ConfigMerger) LoadConfigs(path string) error {
cm.Lock()
defer cm.Unlock()
entries, err := os.ReadDir(path)
@ -316,20 +316,32 @@ func readInput(c *fiber.Ctx, loader *model.ModelLoader, randomModel bool) (strin
func readConfig(modelFile string, input *OpenAIRequest, cm *ConfigMerger, loader *model.ModelLoader, debug bool, threads, ctx int, f16 bool) (*Config, *OpenAIRequest, error) {
// Load a config file if present after the model name
modelConfig := filepath.Join(loader.ModelPath, modelFile+".yaml")
if _, err := os.Stat(modelConfig); err == nil {
if err := cm.LoadConfig(modelConfig); err != nil {
return nil, nil, fmt.Errorf("failed loading model config (%s) %s", modelConfig, err.Error())
}
}
var config *Config
cfg, exists := cm.GetConfig(modelFile)
if !exists {
defaults := func() {
config = defaultConfig(modelFile)
config.ContextSize = ctx
config.Threads = threads
config.F16 = f16
config.Debug = debug
}
cfg, exists := cm.GetConfig(modelFile)
if !exists {
if _, err := os.Stat(modelConfig); err == nil {
if err := cm.LoadConfig(modelConfig); err != nil {
return nil, nil, fmt.Errorf("failed loading model config (%s) %s", modelConfig, err.Error())
}
cfg, exists = cm.GetConfig(modelFile)
if exists {
config = &cfg
} else {
defaults()
}
} else {
defaults()
}
} else {
config = &cfg
}

172
api/gallery.go
Unescape View File

@ -2,26 +2,24 @@ package api
import (
"context"
"encoding/json"
"fmt"
"io/ioutil"
"net/http"
"net/url"
"os"
"strings"
"sync"
"time"
json "github.com/json-iterator/go"
"github.com/go-skynet/LocalAI/pkg/gallery"
"github.com/gofiber/fiber/v2"
"github.com/google/uuid"
"github.com/rs/zerolog/log"
"gopkg.in/yaml.v3"
)
type galleryOp struct {
req ApplyGalleryModelRequest
id string
req gallery.GalleryModel
id string
galleries []gallery.Gallery
galleryName string
}
type galleryOpStatus struct {
@ -48,49 +46,27 @@ func newGalleryApplier(modelPath string) *galleryApplier {
}
}
func applyGallery(modelPath string, req ApplyGalleryModelRequest, cm *ConfigMerger, downloadStatus func(string, string, string, float64)) error {
url, err := req.DecodeURL()
if err != nil {
return err
}
// Send a GET request to the URL
response, err := http.Get(url)
if err != nil {
return err
}
defer response.Body.Close()
// Read the response body
body, err := ioutil.ReadAll(response.Body)
if err != nil {
return err
}
// Unmarshal YAML data into a Config struct
// prepareModel applies a
func prepareModel(modelPath string, req gallery.GalleryModel, cm *ConfigMerger, downloadStatus func(string, string, string, float64)) error {
var config gallery.Config
err = yaml.Unmarshal(body, &config)
err := req.Get(&config)
if err != nil {
return err
}
config.Files = append(config.Files, req.AdditionalFiles...)
if err := gallery.Apply(modelPath, req.Name, &config, req.Overrides, downloadStatus); err != nil {
return err
}
// Reload models
return cm.LoadConfigs(modelPath)
return gallery.InstallModel(modelPath, req.Name, &config, req.Overrides, downloadStatus)
}
func (g *galleryApplier) updatestatus(s string, op *galleryOpStatus) {
func (g *galleryApplier) updateStatus(s string, op *galleryOpStatus) {
g.Lock()
defer g.Unlock()
g.statuses[s] = op
}
func (g *galleryApplier) getstatus(s string) *galleryOpStatus {
func (g *galleryApplier) getStatus(s string) *galleryOpStatus {
g.Lock()
defer g.Unlock()
@ -104,21 +80,40 @@ func (g *galleryApplier) start(c context.Context, cm *ConfigMerger) {
case <-c.Done():
return
case op := <-g.C:
g.updatestatus(op.id, &galleryOpStatus{Message: "processing", Progress: 0})
g.updateStatus(op.id, &galleryOpStatus{Message: "processing", Progress: 0})
// updates the status with an error
updateError := func(e error) {
g.updatestatus(op.id, &galleryOpStatus{Error: e, Processed: true})
g.updateStatus(op.id, &galleryOpStatus{Error: e, Processed: true, Message: "error: " + e.Error()})
}
if err := applyGallery(g.modelPath, op.req, cm, func(fileName string, current string, total string, percentage float64) {
g.updatestatus(op.id, &galleryOpStatus{Message: "processing", Progress: percentage, TotalFileSize: total, DownloadedFileSize: current})
// displayDownload displays the download progress
progressCallback := func(fileName string, current string, total string, percentage float64) {
g.updateStatus(op.id, &galleryOpStatus{Message: "processing", Progress: percentage, TotalFileSize: total, DownloadedFileSize: current})
displayDownload(fileName, current, total, percentage)
}); err != nil {
}
var err error
// if the request contains a gallery name, we apply the gallery from the gallery list
if op.galleryName != "" {
err = gallery.InstallModelFromGallery(op.galleries, op.galleryName, g.modelPath, op.req, progressCallback)
} else {
err = prepareModel(g.modelPath, op.req, cm, progressCallback)
}
if err != nil {
updateError(err)
continue
}
g.updatestatus(op.id, &galleryOpStatus{Processed: true, Message: "completed", Progress: 100})
// Reload models
err = cm.LoadConfigs(g.modelPath)
if err != nil {
updateError(err)
continue
}
g.updateStatus(op.id, &galleryOpStatus{Processed: true, Message: "completed", Progress: 100})
}
}
}()
@ -154,14 +149,14 @@ func ApplyGalleryFromFile(modelPath, s string, cm *ConfigMerger) error {
if err != nil {
return err
}
var requests []ApplyGalleryModelRequest
var requests []gallery.GalleryModel
err = json.Unmarshal(dat, &requests)
if err != nil {
return err
}
for _, r := range requests {
if err := applyGallery(modelPath, r, cm, displayDownload); err != nil {
if err := prepareModel(modelPath, r, cm, displayDownload); err != nil {
return err
}
}
@ -170,14 +165,14 @@ func ApplyGalleryFromFile(modelPath, s string, cm *ConfigMerger) error {
}
func ApplyGalleryFromString(modelPath, s string, cm *ConfigMerger) error {
var requests []ApplyGalleryModelRequest
var requests []gallery.GalleryModel
err := json.Unmarshal([]byte(s), &requests)
if err != nil {
return err
}
for _, r := range requests {
if err := applyGallery(modelPath, r, cm, displayDownload); err != nil {
if err := prepareModel(modelPath, r, cm, displayDownload); err != nil {
return err
}
}
@ -185,56 +180,10 @@ func ApplyGalleryFromString(modelPath, s string, cm *ConfigMerger) error {
return nil
}
// endpoints
type ApplyGalleryModelRequest struct {
URL string `json:"url"`
Name string `json:"name"`
Overrides map[string]interface{} `json:"overrides"`
AdditionalFiles []gallery.File `json:"files"`
}
const (
githubURI = "github:"
)
func (request ApplyGalleryModelRequest) DecodeURL() (string, error) {
input := request.URL
var rawURL string
if strings.HasPrefix(input, githubURI) {
parts := strings.Split(input, ":")
repoParts := strings.Split(parts[1], "@")
branch := "main"
if len(repoParts) > 1 {
branch = repoParts[1]
}
repoPath := strings.Split(repoParts[0], "/")
org := repoPath[0]
project := repoPath[1]
projectPath := strings.Join(repoPath[2:], "/")
rawURL = fmt.Sprintf("https://raw.githubusercontent.com/%s/%s/%s/%s", org, project, branch, projectPath)
} else if strings.HasPrefix(input, "http://") || strings.HasPrefix(input, "https://") {
// Handle regular URLs
u, err := url.Parse(input)
if err != nil {
return "", fmt.Errorf("invalid URL: %w", err)
}
rawURL = u.String()
} else {
return "", fmt.Errorf("invalid URL format")
}
return rawURL, nil
}
func getOpStatus(g *galleryApplier) func(c *fiber.Ctx) error {
return func(c *fiber.Ctx) error {
status := g.getstatus(c.Params("uuid"))
status := g.getStatus(c.Params("uuid"))
if status == nil {
return fmt.Errorf("could not find any status for ID")
}
@ -243,9 +192,14 @@ func getOpStatus(g *galleryApplier) func(c *fiber.Ctx) error {
}
}
func applyModelGallery(modelPath string, cm *ConfigMerger, g chan galleryOp) func(c *fiber.Ctx) error {
type GalleryModel struct {
ID string `json:"id"`
gallery.GalleryModel
}
func applyModelGallery(modelPath string, cm *ConfigMerger, g chan galleryOp, galleries []gallery.Gallery) func(c *fiber.Ctx) error {
return func(c *fiber.Ctx) error {
input := new(ApplyGalleryModelRequest)
input := new(GalleryModel)
// Get input data from the request body
if err := c.BodyParser(input); err != nil {
return err
@ -256,8 +210,10 @@ func applyModelGallery(modelPath string, cm *ConfigMerger, g chan galleryOp) fun
return err
}
g <- galleryOp{
req: *input,
id: uuid.String(),
req: input.GalleryModel,
id: uuid.String(),
galleryName: input.ID,
galleries: galleries,
}
return c.JSON(struct {
ID string `json:"uuid"`
@ -265,3 +221,23 @@ func applyModelGallery(modelPath string, cm *ConfigMerger, g chan galleryOp) fun
}{ID: uuid.String(), StatusURL: c.BaseURL() + "/models/jobs/" + uuid.String()})
}
}
func listModelFromGallery(galleries []gallery.Gallery, basePath string) func(c *fiber.Ctx) error {
return func(c *fiber.Ctx) error {
log.Debug().Msgf("Listing models from galleries: %+v", galleries)
models, err := gallery.AvailableGalleryModels(galleries, basePath)
if err != nil {
return err
}
log.Debug().Msgf("Models found from galleries: %+v", models)
for _, m := range models {
log.Debug().Msgf("Model found from galleries: %+v", m)
}
dat, err := json.Marshal(models)
if err != nil {
return err
}
return c.Send(dat)
}
}

9
api/options.go
Unescape View File

@ -4,6 +4,7 @@ import (
"context"
"embed"
"github.com/go-skynet/LocalAI/pkg/gallery"
model "github.com/go-skynet/LocalAI/pkg/model"
)
@ -21,6 +22,8 @@ type Option struct {
preloadModelsFromPath string
corsAllowOrigins string
galleries []gallery.Gallery
backendAssets embed.FS
assetsDestination string
}
@ -66,6 +69,12 @@ func WithBackendAssets(f embed.FS) AppOption {
}
}
func WithGalleries(galleries []gallery.Gallery) AppOption {
return func(o *Option) {
o.galleries = append(o.galleries, galleries...)
}
}
func WithContext(ctx context.Context) AppOption {
return func(o *Option) {
o.context = ctx

16
go.mod
Unescape View File

@ -14,6 +14,8 @@ require (
github.com/google/uuid v1.3.0
github.com/hashicorp/go-multierror v1.1.1
github.com/imdario/mergo v0.3.16
github.com/json-iterator/go v1.1.12
github.com/mholt/archiver/v3 v3.5.1
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230620230702-09ae04cee90c
github.com/onsi/ginkgo/v2 v2.11.0
@ -29,6 +31,18 @@ require (
gopkg.in/yaml.v3 v3.0.1
)
require (
github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 // indirect
github.com/golang/snappy v0.0.2 // indirect
github.com/klauspost/pgzip v1.2.5 // indirect
github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421 // indirect
github.com/modern-go/reflect2 v1.0.2 // indirect
github.com/nwaples/rardecode v1.1.0 // indirect
github.com/pierrec/lz4/v4 v4.1.2 // indirect
github.com/ulikunitz/xz v0.5.9 // indirect
github.com/xi2/xz v0.0.0-20171230120015-48954b6210f8 // indirect
)
require (
github.com/KyleBanks/depth v1.2.1 // indirect
github.com/PuerkitoBio/purell v1.1.1 // indirect
@ -52,7 +66,7 @@ require (
github.com/mattn/go-colorable v0.1.13 // indirect
github.com/mattn/go-isatty v0.0.19 // indirect
github.com/mattn/go-runewidth v0.0.14 // indirect
github.com/mudler/go-piper v0.0.0-00010101000000-000000000000 // indirect
github.com/mudler/go-piper v0.0.0-20230621222733-56b8a81b4760
github.com/otiai10/mint v1.5.1 // indirect
github.com/philhofer/fwd v1.1.2 // indirect
github.com/rivo/uniseg v0.2.0 // indirect

78
go.sum
Unescape View File

@ -4,6 +4,7 @@ github.com/PuerkitoBio/purell v1.1.1 h1:WEQqlqaGbrPkxLJWfBwQmfEAE1Z7ONdDLqrN38tN
github.com/PuerkitoBio/purell v1.1.1/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0=
github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578 h1:d+Bc7a5rLufV/sSk/8dngufqelfh6jnri85riMAaF/M=
github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578/go.mod h1:uGdkoq3SwY9Y+13GIhn11/XLaGBb4BfwItxLd5jeuXE=
github.com/andybalholm/brotli v1.0.1/go.mod h1:loMXtMfwqflxFJPmdbJO0a3KNoPuLBgiu3qAvBg8x/Y=
github.com/andybalholm/brotli v1.0.5 h1:8uQZIdzKmjc/iuPu7O2ioW48L81FgatrcpfFmiq/cCs=
github.com/andybalholm/brotli v1.0.5/go.mod h1:fO7iG3H7G2nSZ7m0zPUDn85XEX2GTukHGRSepvi9Eig=
github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI=
@ -16,10 +17,9 @@ github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ3
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/donomii/go-rwkv.cpp v0.0.0-20230614130248-a57bca3031fb h1:ekua5AlHdmz8LaCOyX2bMp+a1cOEzReUEDFr5A1NOjg=
github.com/donomii/go-rwkv.cpp v0.0.0-20230614130248-a57bca3031fb/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
github.com/donomii/go-rwkv.cpp v0.0.0-20230619005719-f5a8c4539674 h1:G70Yf/QOCEL1v24idWnGd6rJsbqiGkJAJnMaWaolzEg=
github.com/donomii/go-rwkv.cpp v0.0.0-20230619005719-f5a8c4539674/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 h1:iFaUwBSo5Svw6L7HYpRu/0lE3e0BaElwnNO1qkNQxBY=
github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5/go.mod h1:qssHWj60/X5sZFNxpG4HBPDHVqxNm4DfnCKgrbZOT+s=
github.com/dsnet/golib v0.0.0-20171103203638-1ea166775780/go.mod h1:Lj+Z9rebOhdfkVLjJ8T6VcRQv3SXugXy999NBtR9aFY=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230606002726-57543c169e27 h1:boeMTUUBtnLU8JElZJHXrsUzROJar9/t6vGOFjkrhhI=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230606002726-57543c169e27/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
github.com/go-audio/audio v1.0.0 h1:zS9vebldgbQqktK4H0lUqWrG8P0NxCJVqcj7ZpNnwd4=
@ -40,28 +40,18 @@ github.com/go-openapi/spec v0.20.4/go.mod h1:faYFR1CvsJZ0mNsmsphTMSoRrNV3TEDoAM7
github.com/go-openapi/swag v0.19.5/go.mod h1:POnQmlKehdgb5mhVOsnJFsivZCEZ/vjK9gh66Z9tfKk=
github.com/go-openapi/swag v0.19.15 h1:D2NRCBzS9/pEY3gP9Nl8aDqGUcPFrwG2p+CNFrLyrCM=
github.com/go-openapi/swag v0.19.15/go.mod h1:QYRuS/SOXUCsnplDa677K7+DxSOj6IPNl/eQntq43wQ=
github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa h1:gxr68r/6EWroay4iI81jxqGCDbKotY4+CiwdUkBz2NQ=
github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa/go.mod h1:wc0fJ9V04yiYTfgKvE5RUUSRQ5Kzi0Bo4I+U3nNOUuA=
github.com/go-skynet/go-bert.cpp v0.0.0-20230607105116-6069103f54b9 h1:wRGbDwNwPmSzoXVw/HLzXY4blpRvPWg7QW2OA0WKezA=
github.com/go-skynet/go-bert.cpp v0.0.0-20230607105116-6069103f54b9/go.mod h1:pXKCpYYXujMeAvgJHU6WoMfvYbr84563+J8+Ebkyr5U=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230610083154-01b8436f4429 h1:9w0Fy1C8fVbqKZO7Pr9NcdiN4/PSKo2OVvIdQ6meRbA=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230610083154-01b8436f4429/go.mod h1:k/mT/SdGC6UQnNbSzeJDRyJV6kw0GfEFTpH44uTqflA=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230617123349-32b9223ccdb1 h1:jVGgzDSfpjD/0jl/ChpGI+O4EHSAeeU6DK7IyhH8PK8=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230617123349-32b9223ccdb1/go.mod h1:31j1odgFXP8hDSUVfH0zErKI5aYVP18ddYnPkwCso2A=
github.com/go-skynet/go-llama.cpp v0.0.0-20230614112429-a7960253c209 h1:4JNmUNjb1lo7hHZ+Ro680PVoeZ5qvOSofXBfrWMOdQo=
github.com/go-skynet/go-llama.cpp v0.0.0-20230614112429-a7960253c209/go.mod h1:dUZekEbjnGUjk35v9iTIdmSst/NIDQ9s9Pyo4t1aBQg=
github.com/go-skynet/go-llama.cpp v0.0.0-20230616223721-7ad833b67070 h1:T771FjB1yQw8j4P5x4ayFrUPNTglzxRIqDjaNkMVIME=
github.com/go-skynet/go-llama.cpp v0.0.0-20230616223721-7ad833b67070/go.mod h1:tzi97YvT1bVQ+iTG39LvpDkKG1WbizgtljC+orSoM40=
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572 h1:tfuBGBXKqDEevZMzYi5KSi8KkcZtzBcTgAUUtapy0OI=
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572/go.mod h1:9Pwr4B2jHnOSGXyyzV8ROjYa2ojvAY6HCGYYfMoC3Ls=
github.com/godbus/dbus/v5 v5.0.4/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
github.com/gofiber/fiber/v2 v2.46.0 h1:wkkWotblsGVlLjXj2dpgKQAYHtXumsK/HyFugQM68Ns=
github.com/gofiber/fiber/v2 v2.46.0/go.mod h1:DNl0/c37WLe0g92U6lx1VMQuxGUQY5V7EIaVoEsUffc=
github.com/gofiber/fiber/v2 v2.47.0 h1:EN5lHVCc+Pyqh5OEsk8fzRiifgwpbrP0rulQ4iNf3fs=
github.com/gofiber/fiber/v2 v2.47.0/go.mod h1:mbFMVN1lQuzziTkkakgtKKdjfsXSw9BKR5lmcNksUoU=
github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg=
github.com/golang/snappy v0.0.2 h1:aeE13tS0IiQgFjYdoL8qN3K1N2bXXtI6Vi51/y7BpMw=
github.com/golang/snappy v0.0.2/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q=
github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38=
github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
github.com/google/pprof v0.0.0-20210407192527-94a9f03dee38 h1:yAJXTCF9TqKcTiHJAE8dj7HMvPfh66eeA2JYW7eFpSE=
github.com/google/pprof v0.0.0-20210407192527-94a9f03dee38/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE=
github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I=
@ -75,8 +65,15 @@ github.com/imdario/mergo v0.3.16 h1:wwQJbIsHYGMUyLSPrEq1CT16AhnhNJQ51+4fdHUnCl4=
github.com/imdario/mergo v0.3.16/go.mod h1:WBLT9ZmE3lPoWsEzCh9LPo3TiwVN+ZKEjmz+hD27ysY=
github.com/josharian/intern v1.0.0 h1:vlS4z54oSdjm0bgjRigI+G1HpF+tI+9rE5LLzOg8HmY=
github.com/josharian/intern v1.0.0/go.mod h1:5DoeVV0s6jJacbCEi61lwdGj/aVlrQvzHFFd8Hwg//Y=
github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
github.com/klauspost/compress v1.4.1/go.mod h1:RyIbtBH6LamlWaDj8nUwkbUhJ87Yi3uG0guNDohfE1A=
github.com/klauspost/compress v1.11.4/go.mod h1:aoV0uJVorq1K+umq18yTdKaF57EivdYsUV+/s2qKfXs=
github.com/klauspost/compress v1.16.3 h1:XuJt9zzcnaz6a16/OU53ZjWp/v7/42WcR5t2a0PcNQY=
github.com/klauspost/compress v1.16.3/go.mod h1:ntbaceVETuRiXiv4DpjP66DpAtAGkEQskQzEyD//IeE=
github.com/klauspost/cpuid v1.2.0/go.mod h1:Pj4uuM528wm8OyEC2QMXAi2YiTZ96dNQPGgoMS4s3ek=
github.com/klauspost/pgzip v1.2.5 h1:qnWYvvKqedOF2ulHpMG72XQol4ILEJ8k2wwRl/Km8oE=
github.com/klauspost/pgzip v1.2.5/go.mod h1:Ch1tH69qFZu15pkjo5kYi6mth2Zzwzt50oCQKQE9RUs=
github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo=
github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI=
@ -91,41 +88,33 @@ github.com/mattn/go-colorable v0.1.13 h1:fFA4WZxdEF4tXPZVKMLwD8oUnCTTo08duU7wxec
github.com/mattn/go-colorable v0.1.13/go.mod h1:7S9/ev0klgBDR4GtXTXX8a3vIGJpMovkB8vQcUbaXHg=
github.com/mattn/go-isatty v0.0.14/go.mod h1:7GGIvUiUoEMVVmxf/4nioHXj79iQHKdU27kJ6hsGG94=
github.com/mattn/go-isatty v0.0.16/go.mod h1:kYGgaQfpe5nmfYZH+SKPsOc2e4SrIfOl2e/yFXSvRLM=
github.com/mattn/go-isatty v0.0.18 h1:DOKFKCQ7FNG2L1rbrmstDN4QVRdS89Nkh85u68Uwp98=
github.com/mattn/go-isatty v0.0.18/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
github.com/mattn/go-isatty v0.0.19 h1:JITubQf0MOLdlGRuRq+jtsDlekdYPia9ZFsB8h/APPA=
github.com/mattn/go-isatty v0.0.19/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
github.com/mattn/go-runewidth v0.0.14 h1:+xnbZSEeDbOIg5/mE6JF0w6n9duR1l3/WmbinWVwUuU=
github.com/mattn/go-runewidth v0.0.14/go.mod h1:Jdepj2loyihRzMpdS35Xk/zdY8IAYHsh153qUoGf23w=
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af h1:XFq6OUqsWQam0OrEr05okXsJK/TQur3zoZTHbiZD3Ks=
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af/go.mod h1:8ufRkpz/S/9ahkaxzZ5i4WMgO9w4InEhuRoT7vK5Rnw=
github.com/mholt/archiver/v3 v3.5.1 h1:rDjOBX9JSF5BvoJGvjqK479aL70qh9DIpZCl+k7Clwo=
github.com/mholt/archiver/v3 v3.5.1/go.mod h1:e3dqJ7H78uzsRSEACH1joayhuSyhnonssnDhppzS1L4=
github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421 h1:ZqeYNhU3OHLH3mGKHDcjJRFFRrJa6eAM5H+CtDdOsPc=
github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
github.com/niemeyer/pretty v0.0.0-20200227124842-a10e7caefd8e h1:fD57ERR4JtEqsWbfPhv4DMiApHyliiK5xCTNVSPiaAs=
github.com/niemeyer/pretty v0.0.0-20200227124842-a10e7caefd8e/go.mod h1:zD1mROLANZcx1PVRCS0qkT7pwLkGfwJo4zjcN/Tysno=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230614000846-8953b7f6a6d0 h1:+QXKRNwzKyJvcJoH6tcCF0KhcG5aBbpLUquSJxdTRCU=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230614000846-8953b7f6a6d0/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230616214310-42e80495642c h1:2rQvjlFyeEUvUotYFBIwWvh5zbMVJU1fCTX5RHlYT9E=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230616214310-42e80495642c/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230618181029-fd419caa551b h1:/bSjHAjTHZhbs6ak6lDbCKFOLiXTjTEx8TNMgcJEets=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230618181029-fd419caa551b/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230619183453-2b6cc99a31a1 h1:vp8KYkNIpkk9/zPchSuB2p5a5q+wTIQ9wcesOY5tH+s=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230619183453-2b6cc99a31a1/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230620230702-09ae04cee90c h1:axNtjd5k6Xs4Ck7B7VRRQu6q5lQzTsjdWmaJkDADopU=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230620230702-09ae04cee90c/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/onsi/ginkgo/v2 v2.10.0 h1:sfUl4qgLdvkChZrWCYndY2EAu9BRIw1YphNAzy1VNWs=
github.com/onsi/ginkgo/v2 v2.10.0/go.mod h1:UDQOh5wbQUlMnkLfVaIUMtQ1Vus92oM+P2JX1aulgcE=
github.com/nwaples/rardecode v1.1.0 h1:vSxaY8vQhOcVr4mm5e8XllHWTiM4JF507A0Katqw7MQ=
github.com/nwaples/rardecode v1.1.0/go.mod h1:5DzqNKiOdpKKBH87u8VlvAnPZMXcGRhxWkRpHbbfGS0=
github.com/onsi/ginkgo/v2 v2.11.0 h1:WgqUCUt/lT6yXoQ8Wef0fsNn5cAuMK7+KT9UFRz2tcU=
github.com/onsi/ginkgo/v2 v2.11.0/go.mod h1:ZhrRA5XmEE3x3rhlzamx/JJvujdZoJ2uvgI7kR0iZvM=
github.com/onsi/gomega v1.27.8 h1:gegWiwZjBsf2DgiSbf5hpokZ98JVDMcWkUiigk6/KXc=
github.com/onsi/gomega v1.27.8/go.mod h1:2J8vzI/s+2shY9XHRApDkdgPo1TKT7P2u6fXeJKFnNQ=
github.com/otiai10/mint v1.5.1 h1:XaPLeE+9vGbuyEHem1JNk3bYc7KKqyI/na0/mLd/Kks=
github.com/otiai10/mint v1.5.1/go.mod h1:MJm72SBthJjz8qhefc4z1PYEieWmy8Bku7CjcAqyUSM=
github.com/otiai10/openaigo v1.1.1 h1:ZGL13vSYA1WF/9g18JEzfEuyC+MscGyrtPMsilebOY0=
github.com/otiai10/openaigo v1.1.1/go.mod h1:792bx6AWTS61weDi2EzKpHHnTF4eDMAlJ5GvAk/mgPg=
github.com/otiai10/openaigo v1.2.0 h1:Whq+uvgqw8NdIsVdixtBKCAI6OdfCJiGPlhUnYJQ6Ag=
github.com/otiai10/openaigo v1.2.0/go.mod h1:792bx6AWTS61weDi2EzKpHHnTF4eDMAlJ5GvAk/mgPg=
github.com/philhofer/fwd v1.1.1/go.mod h1:gk3iGcWd9+svBvR0sR+KPcfE+RNWozjowpeBVG3ZVNU=
github.com/philhofer/fwd v1.1.2 h1:bnDivRJ1EWPjUIRXV5KfORO897HTbpFAQddBdE8t7Gw=
github.com/philhofer/fwd v1.1.2/go.mod h1:qkPdfjR2SIEbspLqpe1tO4n5yICnr2DY7mqEx2tUTP0=
github.com/pierrec/lz4/v4 v4.1.2 h1:qvY3YFXRQE/XB8MlLzJH7mSzBs74eA2gg52YTk6jUPM=
github.com/pierrec/lz4/v4 v4.1.2/go.mod h1:gZWDp/Ze/IJXGXf23ltt2EXimqmTUXEy0GFuRQyBid4=
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=
@ -136,8 +125,6 @@ github.com/rs/zerolog v1.29.1 h1:cO+d60CHkknCbvzEWxP0S9K6KqyTjrCNUy1LdQLCGPc=
github.com/rs/zerolog v1.29.1/go.mod h1:Le6ESbR7hc+DP6Lt1THiV8CQSdkkNrd3R0XbEgp3ZBU=
github.com/russross/blackfriday/v2 v2.1.0 h1:JIOH55/0cWyOuilr9/qlrm0BSXldqnqwMsf35Ld67mk=
github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
github.com/sashabaranov/go-openai v1.10.1 h1:6WyHJaNzF266VaEEuW6R4YW+Ei0wpMnqRYPGK7fhuhQ=
github.com/sashabaranov/go-openai v1.10.1/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
github.com/sashabaranov/go-openai v1.11.3 h1:bvwWF8hj4UhPlswBdL9/IfOpaHXfzGCJO8WY8ml9sGc=
github.com/sashabaranov/go-openai v1.11.3/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
github.com/savsgio/dictpool v0.0.0-20221023140959-7bf2e61cea94 h1:rmMl4fXJhKMNWl+K+r/fq4FbbKI+Ia2m9hYBLm2h4G4=
@ -145,7 +132,6 @@ 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/shurcooL/sanitized_anchor_name v1.0.0/go.mod h1:1NzhyTcUVG4SuEtjjoZeVRXNmyL/1OwPU0+IJeTBvfc=
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
@ -155,22 +141,21 @@ github.com/swaggo/swag v1.16.1/go.mod h1:9/LMvHycG3NFHfR6LwvikHv5iFvmPADQ359cKik
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/tmc/langchaingo v0.0.0-20230610024316-06cb7b57ea80 h1:Y+a76dNVbdWduw3gznOr2O2OSZkdwDRYPKTDpG/vM9I=
github.com/tmc/langchaingo v0.0.0-20230610024316-06cb7b57ea80/go.mod h1:6l1WoyqVDwkv7cFlY3gfcTv8yVowVyuutKv8PGlQCWI=
github.com/tmc/langchaingo v0.0.0-20230616220619-1b3da4433944 h1:EE9fvNENTdRc/yI/1zAs7VFbmDk6JZ7EbBIFl+TsCm0=
github.com/tmc/langchaingo v0.0.0-20230616220619-1b3da4433944/go.mod h1:6l1WoyqVDwkv7cFlY3gfcTv8yVowVyuutKv8PGlQCWI=
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/ulikunitz/xz v0.5.8/go.mod h1:nbz6k7qbPmH4IRqmfOplQw/tblSgqTqBwxkY0oWt/14=
github.com/ulikunitz/xz v0.5.9 h1:RsKRIA2MO8x56wkkcd3LbtcE/uMszhb6DpRf+3uwa3I=
github.com/ulikunitz/xz v0.5.9/go.mod h1:nbz6k7qbPmH4IRqmfOplQw/tblSgqTqBwxkY0oWt/14=
github.com/urfave/cli/v2 v2.25.7 h1:VAzn5oq403l5pHjc4OhD54+XGO9cdKVL/7lDjF+iKUs=
github.com/urfave/cli/v2 v2.25.7/go.mod h1:8qnjx1vcq5s2/wpsqoZFndg2CE5tNFyrTvS6SinrnYQ=
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=
github.com/valyala/fasthttp v1.47.0/go.mod h1:k2zXd82h/7UZc3VOdJ2WaUqt1uZ/XpXAfE9i+HBC3lA=
github.com/valyala/fasthttp v1.48.0 h1:oJWvHb9BIZToTQS3MuQ2R3bJZiNSa2KiNdeI8A+79Tc=
github.com/valyala/fasthttp v1.48.0/go.mod h1:k2zXd82h/7UZc3VOdJ2WaUqt1uZ/XpXAfE9i+HBC3lA=
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/xi2/xz v0.0.0-20171230120015-48954b6210f8 h1:nIPpBwaJSVYIxUFsDv3M8ofmx9yWTog9BfvIu0q41lo=
github.com/xi2/xz v0.0.0-20171230120015-48954b6210f8/go.mod h1:HUYIGzjTL3rfEspMxjDjgmT5uz5wzYJKVo23qUhYTos=
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=
@ -210,8 +195,6 @@ golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBc
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=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.8.0 h1:EBmGv8NaZBZTWvrbjNoL6HVt+IVy3QDQpJs7VRIw3tU=
golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.9.0 h1:KS/R3tvhPqvJvwcKfnBHJwwthS11LRhmM5D59eEXa0s=
golang.org/x/sys v0.9.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
@ -233,6 +216,7 @@ golang.org/x/tools v0.9.3 h1:Gn1I8+64MsuTb/HpH+LmQtNas23LhUVr3rYZ0eKuaMM=
golang.org/x/tools v0.9.3/go.mod h1:owI94Op576fPu3cIGQeHs3joujW/2Oc6MtlxbF5dfNc=
golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
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 v1.30.0 h1:kPPoIgf3TsEvrm0PFe15JQ+570QVxYzEvvHqChK+cng=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=

12
main.go
Unescape View File

@ -1,11 +1,13 @@
package main
import (
"encoding/json"
"fmt"
"os"
"path/filepath"
api "github.com/go-skynet/LocalAI/api"
"github.com/go-skynet/LocalAI/pkg/gallery"
model "github.com/go-skynet/LocalAI/pkg/model"
"github.com/rs/zerolog"
"github.com/rs/zerolog/log"
@ -53,6 +55,11 @@ func main() {
EnvVars: []string{"MODELS_PATH"},
Value: filepath.Join(path, "models"),
},
&cli.StringFlag{
Name: "galleries",
Usage: "JSON list of galleries",
EnvVars: []string{"GALLERIES"},
},
&cli.StringFlag{
Name: "preload-models",
Usage: "A List of models to apply in JSON at start",
@ -123,8 +130,13 @@ 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"))
galls := ctx.String("galleries")
var galleries []gallery.Gallery
err := json.Unmarshal([]byte(galls), &galleries)
fmt.Println(err)
app, err := api.App(
api.WithConfigFile(ctx.String("config-file")),
api.WithGalleries(galleries),
api.WithJSONStringPreload(ctx.String("preload-models")),
api.WithYAMLConfigPreload(ctx.String("preload-models-config")),
api.WithModelLoader(model.NewModelLoader(ctx.String("models-path"))),

99
pkg/gallery/gallery.go
Unescape View File

@ -0,0 +1,99 @@
package gallery
import (
"fmt"
"os"
"path/filepath"
"github.com/go-skynet/LocalAI/pkg/utils"
"github.com/imdario/mergo"
"gopkg.in/yaml.v2"
)
type Gallery struct {
URL string `json:"url" yaml:"url"`
Name string `json:"name" yaml:"name"`
}
// Installs a model from the gallery (galleryname@modelname)
func InstallModelFromGallery(galleries []Gallery, name string, basePath string, req GalleryModel, downloadStatus func(string, string, string, float64)) error {
models, err := AvailableGalleryModels(galleries, basePath)
if err != nil {
return err
}
applyModel := func(model *GalleryModel) error {
var config Config
err := model.Get(&config)
if err != nil {
return err
}
if req.Name != "" {
model.Name = req.Name
}
config.Files = append(config.Files, req.AdditionalFiles...)
config.Files = append(config.Files, model.AdditionalFiles...)
// TODO model.Overrides could be merged with user overrides (not defined yet)
if err := mergo.Merge(&model.Overrides, req.Overrides, mergo.WithOverride); err != nil {
return err
}
if err := InstallModel(basePath, model.Name, &config, model.Overrides, downloadStatus); err != nil {
return err
}
return nil
}
for _, model := range models {
if name == fmt.Sprintf("%s@%s", model.Gallery.Name, model.Name) {
return applyModel(model)
}
}
return fmt.Errorf("no model found with name %q", name)
}
// List available models
// Models galleries are a list of json files that are hosted on a remote server (for example github).
// Each json file contains a list of models that can be downloaded and optionally overrides to define a new model setting.
func AvailableGalleryModels(galleries []Gallery, basePath string) ([]*GalleryModel, error) {
var models []*GalleryModel
// Get models from galleries
for _, gallery := range galleries {
galleryModels, err := getGalleryModels(gallery, basePath)
if err != nil {
return nil, err
}
models = append(models, galleryModels...)
}
return models, nil
}
func getGalleryModels(gallery Gallery, basePath string) ([]*GalleryModel, error) {
var models []*GalleryModel = []*GalleryModel{}
err := utils.GetURI(gallery.URL, func(d []byte) error {
return yaml.Unmarshal(d, &models)
})
if err != nil {
return models, err
}
// Add gallery to models
for _, model := range models {
model.Gallery = gallery
// we check if the model was already installed by checking if the config file exists
// TODO: (what to do if the model doesn't install a config file?)
if _, err := os.Stat(filepath.Join(basePath, fmt.Sprintf("%s.yaml", model.Name))); err == nil {
model.Installed = true
}
}
return models, nil
}

54
pkg/gallery/models.go
Unescape View File

@ -81,7 +81,7 @@ func ReadConfigFile(filePath string) (*Config, error) {
return &config, nil
}
func Apply(basePath, nameOverride string, config *Config, configOverrides map[string]interface{}, downloadStatus func(string, string, string, float64)) error {
func InstallModel(basePath, nameOverride string, config *Config, configOverrides map[string]interface{}, downloadStatus func(string, string, string, float64)) error {
// Create base path if it doesn't exist
err := os.MkdirAll(basePath, 0755)
if err != nil {
@ -171,6 +171,7 @@ func Apply(basePath, nameOverride string, config *Config, configOverrides map[st
// Verify SHA
calculatedSHA := fmt.Sprintf("%x", progress.hash.Sum(nil))
if calculatedSHA != file.SHA256 {
log.Debug().Msgf("SHA mismatch for file %q ( calculated: %s != metadata: %s )", file.Filename, calculatedSHA, file.SHA256)
return fmt.Errorf("SHA mismatch for file %q ( calculated: %s != metadata: %s )", file.Filename, calculatedSHA, file.SHA256)
}
} else {
@ -178,6 +179,13 @@ func Apply(basePath, nameOverride string, config *Config, configOverrides map[st
}
log.Debug().Msgf("File %q downloaded and verified", file.Filename)
if utils.IsArchive(filePath) {
log.Debug().Msgf("File %q is an archive, uncompressing to %s", file.Filename, basePath)
if err := utils.ExtractArchive(filePath, basePath); err != nil {
log.Debug().Msgf("Failed decompressing %q: %s", file.Filename, err.Error())
return err
}
}
}
// Write prompt template contents to separate files
@ -211,33 +219,37 @@ func Apply(basePath, nameOverride string, config *Config, configOverrides map[st
return err
}
configFilePath := filepath.Join(basePath, name+".yaml")
// write config file
if len(configOverrides) != 0 || len(config.ConfigFile) != 0 {
configFilePath := filepath.Join(basePath, name+".yaml")
// Read and update config file as map[string]interface{}
configMap := make(map[string]interface{})
err = yaml.Unmarshal([]byte(config.ConfigFile), &configMap)
if err != nil {
return fmt.Errorf("failed to unmarshal config YAML: %v", err)
}
// Read and update config file as map[string]interface{}
configMap := make(map[string]interface{})
err = yaml.Unmarshal([]byte(config.ConfigFile), &configMap)
if err != nil {
return fmt.Errorf("failed to unmarshal config YAML: %v", err)
}
configMap["name"] = name
configMap["name"] = name
if err := mergo.Merge(&configMap, configOverrides, mergo.WithOverride); err != nil {
return err
}
if err := mergo.Merge(&configMap, configOverrides, mergo.WithOverride); err != nil {
return err
}
// Write updated config file
updatedConfigYAML, err := yaml.Marshal(configMap)
if err != nil {
return fmt.Errorf("failed to marshal updated config YAML: %v", err)
}
// Write updated config file
updatedConfigYAML, err := yaml.Marshal(configMap)
if err != nil {
return fmt.Errorf("failed to marshal updated config YAML: %v", err)
}
err = os.WriteFile(configFilePath, updatedConfigYAML, 0644)
if err != nil {
return fmt.Errorf("failed to write updated config file: %v", err)
err = os.WriteFile(configFilePath, updatedConfigYAML, 0644)
if err != nil {
return fmt.Errorf("failed to write updated config file: %v", err)
}
log.Debug().Msgf("Written config file %s", configFilePath)
}
log.Debug().Msgf("Written config file %s", configFilePath)
return nil
}

54
pkg/gallery/models_test.go
Unescape View File

@ -1,6 +1,7 @@
package gallery_test
import (
"io/ioutil"
"os"
"path/filepath"
@ -19,7 +20,7 @@ var _ = Describe("Model test", func() {
c, err := ReadConfigFile(filepath.Join(os.Getenv("FIXTURES"), "gallery_simple.yaml"))
Expect(err).ToNot(HaveOccurred())
err = Apply(tempdir, "", c, map[string]interface{}{}, func(string, string, string, float64) {})
err = InstallModel(tempdir, "", c, map[string]interface{}{}, func(string, string, string, float64) {})
Expect(err).ToNot(HaveOccurred())
for _, f := range []string{"cerebras", "cerebras-completion.tmpl", "cerebras-chat.tmpl", "cerebras.yaml"} {
@ -38,6 +39,51 @@ var _ = Describe("Model test", func() {
Expect(content["context_size"]).To(Equal(1024))
})
It("applies model from gallery correctly", func() {
tempdir, err := os.MkdirTemp("", "test")
Expect(err).ToNot(HaveOccurred())
defer os.RemoveAll(tempdir)
gallery := []GalleryModel{{
Name: "bert",
URL: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml",
}}
out, err := yaml.Marshal(gallery)
Expect(err).ToNot(HaveOccurred())
err = ioutil.WriteFile(filepath.Join(tempdir, "gallery_simple.yaml"), out, 0644)
Expect(err).ToNot(HaveOccurred())
galleries := []Gallery{
{
Name: "test",
URL: "file://" + filepath.Join(tempdir, "gallery_simple.yaml"),
},
}
models, err := AvailableGalleryModels(galleries, tempdir)
Expect(err).ToNot(HaveOccurred())
Expect(len(models)).To(Equal(1))
Expect(models[0].Name).To(Equal("bert"))
Expect(models[0].URL).To(Equal("https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml"))
Expect(models[0].Installed).To(BeFalse())
err = InstallModelFromGallery(galleries, "test@bert", tempdir, GalleryModel{}, func(s1, s2, s3 string, f float64) {})
Expect(err).ToNot(HaveOccurred())
dat, err := os.ReadFile(filepath.Join(tempdir, "bert.yaml"))
Expect(err).ToNot(HaveOccurred())
content := map[string]interface{}{}
err = yaml.Unmarshal(dat, &content)
Expect(err).ToNot(HaveOccurred())
Expect(content["backend"]).To(Equal("bert-embeddings"))
models, err = AvailableGalleryModels(galleries, tempdir)
Expect(err).ToNot(HaveOccurred())
Expect(len(models)).To(Equal(1))
Expect(models[0].Installed).To(BeTrue())
})
It("renames model correctly", func() {
tempdir, err := os.MkdirTemp("", "test")
Expect(err).ToNot(HaveOccurred())
@ -45,7 +91,7 @@ var _ = Describe("Model test", func() {
c, err := ReadConfigFile(filepath.Join(os.Getenv("FIXTURES"), "gallery_simple.yaml"))
Expect(err).ToNot(HaveOccurred())
err = Apply(tempdir, "foo", c, map[string]interface{}{}, func(string, string, string, float64) {})
err = InstallModel(tempdir, "foo", c, map[string]interface{}{}, func(string, string, string, float64) {})
Expect(err).ToNot(HaveOccurred())
for _, f := range []string{"cerebras", "cerebras-completion.tmpl", "cerebras-chat.tmpl", "foo.yaml"} {
@ -61,7 +107,7 @@ var _ = Describe("Model test", func() {
c, err := ReadConfigFile(filepath.Join(os.Getenv("FIXTURES"), "gallery_simple.yaml"))
Expect(err).ToNot(HaveOccurred())
err = Apply(tempdir, "foo", c, map[string]interface{}{"backend": "foo"}, func(string, string, string, float64) {})
err = InstallModel(tempdir, "foo", c, map[string]interface{}{"backend": "foo"}, func(string, string, string, float64) {})
Expect(err).ToNot(HaveOccurred())
for _, f := range []string{"cerebras", "cerebras-completion.tmpl", "cerebras-chat.tmpl", "foo.yaml"} {
@ -87,7 +133,7 @@ var _ = Describe("Model test", func() {
c, err := ReadConfigFile(filepath.Join(os.Getenv("FIXTURES"), "gallery_simple.yaml"))
Expect(err).ToNot(HaveOccurred())
err = Apply(tempdir, "../../../foo", c, map[string]interface{}{}, func(string, string, string, float64) {})
err = InstallModel(tempdir, "../../../foo", c, map[string]interface{}{}, func(string, string, string, float64) {})
Expect(err).To(HaveOccurred())
})
})

74
pkg/gallery/request.go
Unescape View File

@ -0,0 +1,74 @@
package gallery
import (
"fmt"
"net/url"
"strings"
"github.com/go-skynet/LocalAI/pkg/utils"
"gopkg.in/yaml.v2"
)
// endpoints
type GalleryModel struct {
URL string `json:"url" yaml:"url"`
Name string `json:"name" yaml:"name"`
Overrides map[string]interface{} `json:"overrides" yaml:"overrides"`
AdditionalFiles []File `json:"files" yaml:"files"`
Gallery Gallery `json:"gallery" yaml:"gallery"`
Installed bool `json:"installed" yaml:"installed"`
}
const (
githubURI = "github:"
)
func (request GalleryModel) DecodeURL() (string, error) {
input := request.URL
var rawURL string
if strings.HasPrefix(input, githubURI) {
parts := strings.Split(input, ":")
repoParts := strings.Split(parts[1], "@")
branch := "main"
if len(repoParts) > 1 {
branch = repoParts[1]
}
repoPath := strings.Split(repoParts[0], "/")
org := repoPath[0]
project := repoPath[1]
projectPath := strings.Join(repoPath[2:], "/")
rawURL = fmt.Sprintf("https://raw.githubusercontent.com/%s/%s/%s/%s", org, project, branch, projectPath)
} else if strings.HasPrefix(input, "http://") || strings.HasPrefix(input, "https://") {
// Handle regular URLs
u, err := url.Parse(input)
if err != nil {
return "", fmt.Errorf("invalid URL: %w", err)
}
rawURL = u.String()
// check if it's a file path
} else if strings.HasPrefix(input, "file://") {
return input, nil
} else {
return "", fmt.Errorf("invalid URL format: %s", input)
}
return rawURL, nil
}
// Get fetches a model from a URL and unmarshals it into a struct
func (request GalleryModel) Get(i interface{}) error {
url, err := request.DecodeURL()
if err != nil {
return err
}
return utils.GetURI(url, func(d []byte) error {
return yaml.Unmarshal(d, i)
})
}

22
api/gallery_test.go → pkg/gallery/request_test.go
Unescape View File

@ -1,27 +1,39 @@
package api_test
package gallery_test
import (
. "github.com/go-skynet/LocalAI/api"
. "github.com/go-skynet/LocalAI/pkg/gallery"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
type example struct {
Name string `yaml:"name"`
}
var _ = Describe("Gallery API tests", func() {
Context("requests", func() {
It("parses github with a branch", func() {
req := ApplyGalleryModelRequest{URL: "github:go-skynet/model-gallery/gpt4all-j.yaml@main"}
req := GalleryModel{URL: "github:go-skynet/model-gallery/gpt4all-j.yaml@main"}
var e example
err := req.Get(&e)
Expect(err).ToNot(HaveOccurred())
Expect(e.Name).To(Equal("gpt4all-j"))
})
It("parses github without a branch", func() {
req := GalleryModel{URL: "github:go-skynet/model-gallery/gpt4all-j.yaml@main"}
str, err := req.DecodeURL()
Expect(err).ToNot(HaveOccurred())
Expect(str).To(Equal("https://raw.githubusercontent.com/go-skynet/model-gallery/main/gpt4all-j.yaml"))
})
It("parses github without a branch", func() {
req := ApplyGalleryModelRequest{URL: "github:go-skynet/model-gallery/gpt4all-j.yaml"}
req := GalleryModel{URL: "github:go-skynet/model-gallery/gpt4all-j.yaml"}
str, err := req.DecodeURL()
Expect(err).ToNot(HaveOccurred())
Expect(str).To(Equal("https://raw.githubusercontent.com/go-skynet/model-gallery/main/gpt4all-j.yaml"))
})
It("parses URLS", func() {
req := ApplyGalleryModelRequest{URL: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/gpt4all-j.yaml"}
req := GalleryModel{URL: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/gpt4all-j.yaml"}
str, err := req.DecodeURL()
Expect(err).ToNot(HaveOccurred())
Expect(str).To(Equal("https://raw.githubusercontent.com/go-skynet/model-gallery/main/gpt4all-j.yaml"))

56
pkg/utils/untar.go
Unescape View File

@ -0,0 +1,56 @@
package utils
import (
"fmt"
"github.com/mholt/archiver/v3"
)
func IsArchive(file string) bool {
uaIface, err := archiver.ByExtension(file)
if err != nil {
return false
}
_, ok := uaIface.(archiver.Unarchiver)
return ok
}
func ExtractArchive(archive, dst string) error {
uaIface, err := archiver.ByExtension(archive)
if err != nil {
return err
}
un, ok := uaIface.(archiver.Unarchiver)
if !ok {
return fmt.Errorf("format specified by source filename is not an archive format: %s (%T)", archive, uaIface)
}
mytar := &archiver.Tar{
OverwriteExisting: true,
MkdirAll: true,
ImplicitTopLevelFolder: false,
ContinueOnError: true,
}
switch v := uaIface.(type) {
case *archiver.Tar:
uaIface = mytar
case *archiver.TarBrotli:
v.Tar = mytar
case *archiver.TarBz2:
v.Tar = mytar
case *archiver.TarGz:
v.Tar = mytar
case *archiver.TarLz4:
v.Tar = mytar
case *archiver.TarSz:
v.Tar = mytar
case *archiver.TarXz:
v.Tar = mytar
case *archiver.TarZstd:
v.Tar = mytar
}
return un.Unarchive(archive, dst)
}

37
pkg/utils/uri.go
Unescape View File

@ -0,0 +1,37 @@
package utils
import (
"io/ioutil"
"net/http"
"strings"
)
func GetURI(url string, f func(i []byte) error) error {
if strings.HasPrefix(url, "file://") {
rawURL := strings.TrimPrefix(url, "file://")
// Read the response body
body, err := ioutil.ReadFile(rawURL)
if err != nil {
return err
}
// Unmarshal YAML data into a struct
return f(body)
}
// Send a GET request to the URL
response, err := http.Get(url)
if err != nil {
return err
}
defer response.Body.Close()
// Read the response body
body, err := ioutil.ReadAll(response.Body)
if err != nil {
return err
}
// Unmarshal YAML data into a struct
return f(body)
}
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