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feat: extend model configuration for llama.cpp (#536)

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renovate/github.com-imdario-mergo-1.x
Ettore Di Giacinto 1 year ago committed by GitHub
parent 694dd4ad9e
commit 5abbb134d9
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6 changed files with 69 additions and 150 deletions
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  1. 2
      Makefile
  2. 60
      api/config.go
  3. 7
      api/openai.go
  4. 20
      api/prediction.go
  5. 5
      go.mod
  6. 125
      go.sum

2
Makefile
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@ -3,7 +3,7 @@ GOTEST=$(GOCMD) test
GOVET=$(GOCMD) vet
BINARY_NAME=local-ai
GOLLAMA_VERSION?=37ef81d01ae0848575e416e48b41d112ef0d520e
GOLLAMA_VERSION?=351aa714672fb09aa84396868d08934e8e477f25
GPT4ALL_REPO?=https://github.com/go-skynet/gpt4all
GPT4ALL_VERSION?=f7498c9
GOGGMLTRANSFORMERS_VERSION?=bd765bb6f3b38a63f915f3725e488aad492eedd4

60
api/config.go
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@ -16,27 +16,33 @@ import (
)
type Config struct {
OpenAIRequest `yaml:"parameters"`
Name string `yaml:"name"`
StopWords []string `yaml:"stopwords"`
Cutstrings []string `yaml:"cutstrings"`
TrimSpace []string `yaml:"trimspace"`
ContextSize int `yaml:"context_size"`
F16 bool `yaml:"f16"`
Threads int `yaml:"threads"`
Debug bool `yaml:"debug"`
Roles map[string]string `yaml:"roles"`
Embeddings bool `yaml:"embeddings"`
Backend string `yaml:"backend"`
TemplateConfig TemplateConfig `yaml:"template"`
MirostatETA float64 `yaml:"mirostat_eta"`
MirostatTAU float64 `yaml:"mirostat_tau"`
Mirostat int `yaml:"mirostat"`
NGPULayers int `yaml:"gpu_layers"`
ImageGenerationAssets string `yaml:"asset_dir"`
OpenAIRequest `yaml:"parameters"`
Name string `yaml:"name"`
StopWords []string `yaml:"stopwords"`
Cutstrings []string `yaml:"cutstrings"`
TrimSpace []string `yaml:"trimspace"`
ContextSize int `yaml:"context_size"`
F16 bool `yaml:"f16"`
Threads int `yaml:"threads"`
Debug bool `yaml:"debug"`
Roles map[string]string `yaml:"roles"`
Embeddings bool `yaml:"embeddings"`
Backend string `yaml:"backend"`
TemplateConfig TemplateConfig `yaml:"template"`
MirostatETA float64 `yaml:"mirostat_eta"`
MirostatTAU float64 `yaml:"mirostat_tau"`
Mirostat int `yaml:"mirostat"`
NGPULayers int `yaml:"gpu_layers"`
MMap bool `yaml:"mmap"`
MMlock bool `yaml:"mmlock"`
TensorSplit string `yaml:"tensor_split"`
MainGPU string `yaml:"main_gpu"`
ImageGenerationAssets string `yaml:"asset_dir"`
PromptCachePath string `yaml:"prompt_cache_path"`
PromptCacheAll bool `yaml:"prompt_cache_all"`
PromptCacheRO bool `yaml:"prompt_cache_ro"`
PromptStrings, InputStrings []string
InputToken [][]int
@ -53,6 +59,12 @@ type ConfigMerger struct {
sync.Mutex
}
func defaultConfig(modelFile string) *Config {
return &Config{
OpenAIRequest: defaultRequest(modelFile),
}
}
func NewConfigMerger() *ConfigMerger {
return &ConfigMerger{
configs: make(map[string]Config),
@ -308,13 +320,11 @@ func readConfig(modelFile string, input *OpenAIRequest, cm *ConfigMerger, loader
var config *Config
cfg, exists := cm.GetConfig(modelFile)
if !exists {
config = &Config{
OpenAIRequest: defaultRequest(modelFile),
ContextSize: ctx,
Threads: threads,
F16: f16,
Debug: debug,
}
config = defaultConfig(modelFile)
config.ContextSize = ctx
config.Threads = threads
config.F16 = f16
config.Debug = debug
} else {
config = &cfg
}

7
api/openai.go
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@ -4,8 +4,8 @@ import (
"bufio"
"bytes"
"encoding/base64"
"errors"
"encoding/json"
"errors"
"fmt"
"io"
"io/ioutil"
@ -125,6 +125,9 @@ type OpenAIRequest struct {
MirostatTAU float64 `json:"mirostat_tau" yaml:"mirostat_tau"`
Mirostat int `json:"mirostat" yaml:"mirostat"`
FrequencyPenalty float64 `json:"frequency_penalty" yaml:"frequency_penalty"`
TFZ float64 `json:"tfz" yaml:"tfz"`
Seed int `json:"seed" yaml:"seed"`
// Image (not supported by OpenAI)
@ -191,7 +194,7 @@ func completionEndpoint(cm *ConfigMerger, o *Option) func(c *fiber.Ctx) error {
}
if input.Stream {
if (len(config.PromptStrings) > 1) {
if len(config.PromptStrings) > 1 {
return errors.New("cannot handle more than 1 `PromptStrings` when `Stream`ing")
}

20
api/prediction.go
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@ -39,6 +39,13 @@ func defaultLLamaOpts(c Config) []llama.ModelOption {
llamaOpts = append(llamaOpts, llama.SetGPULayers(c.NGPULayers))
}
llamaOpts = append(llamaOpts, llama.SetMMap(c.MMap))
llamaOpts = append(llamaOpts, llama.SetMainGPU(c.MainGPU))
llamaOpts = append(llamaOpts, llama.SetTensorSplit(c.TensorSplit))
if c.Batch != 0 {
llamaOpts = append(llamaOpts, llama.SetNBatch(c.Batch))
}
return llamaOpts
}
@ -168,6 +175,10 @@ func buildLLamaPredictOptions(c Config, modelPath string) []llama.PredictOption
predictOptions = append(predictOptions, llama.EnablePromptCacheAll)
}
if c.PromptCacheRO {
predictOptions = append(predictOptions, llama.EnablePromptCacheRO)
}
if c.PromptCachePath != "" {
// Create parent directory
p := filepath.Join(modelPath, c.PromptCachePath)
@ -217,6 +228,15 @@ func buildLLamaPredictOptions(c Config, modelPath string) []llama.PredictOption
predictOptions = append(predictOptions, llama.SetSeed(c.Seed))
}
//predictOptions = append(predictOptions, llama.SetLogitBias(c.Seed))
predictOptions = append(predictOptions, llama.SetFrequencyPenalty(c.FrequencyPenalty))
predictOptions = append(predictOptions, llama.SetMlock(c.MMlock))
predictOptions = append(predictOptions, llama.SetMemoryMap(c.MMap))
predictOptions = append(predictOptions, llama.SetPredictionMainGPU(c.MainGPU))
predictOptions = append(predictOptions, llama.SetPredictionTensorSplit(c.TensorSplit))
predictOptions = append(predictOptions, llama.SetTailFreeSamplingZ(c.TFZ))
return predictOptions
}

5
go.mod
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@ -9,7 +9,7 @@ require (
github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa
github.com/go-skynet/go-bert.cpp v0.0.0-20230531070950-0548994371f7
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230606131358-bd765bb6f3b3
github.com/go-skynet/go-llama.cpp v0.0.0-20230606152241-37ef81d01ae0
github.com/go-skynet/go-llama.cpp v0.0.0-20230607123950-351aa714672f
github.com/gofiber/fiber/v2 v2.46.0
github.com/google/uuid v1.3.0
github.com/hashicorp/go-multierror v1.1.1
@ -17,7 +17,7 @@ require (
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230605194130-266f13aee9d8
github.com/onsi/ginkgo/v2 v2.9.7
github.com/onsi/gomega v1.27.7
github.com/onsi/gomega v1.27.8
github.com/otiai10/openaigo v1.1.0
github.com/rs/zerolog v1.29.1
github.com/sashabaranov/go-openai v1.10.0
@ -42,7 +42,6 @@ require (
github.com/go-openapi/jsonreference v0.19.6 // indirect
github.com/go-openapi/spec v0.20.4 // indirect
github.com/go-openapi/swag v0.19.15 // indirect
github.com/go-skynet/go-gpt2.cpp v0.0.0-20230523153133-3eb3a32c0874 // indirect
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572 // indirect
github.com/google/go-cmp v0.5.9 // indirect
github.com/google/pprof v0.0.0-20210407192527-94a9f03dee38 // indirect

125
go.sum
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@ -16,34 +16,8 @@ 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 v0.0.0-20230515123100-6fdd0c338e56 h1:s8/MZdicstKi5fn9D9mKGIQ/q6IWCYCk/BM68i8v51w=
github.com/donomii/go-rwkv.cpp v0.0.0-20230515123100-6fdd0c338e56/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
github.com/donomii/go-rwkv.cpp v0.0.0-20230529074347-ccb05c3e1c6e h1:YbcLoxAwS0r7otEqU/d8bArubmfEJaG7dZPp0Aa52Io=
github.com/donomii/go-rwkv.cpp v0.0.0-20230529074347-ccb05c3e1c6e/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
github.com/donomii/go-rwkv.cpp v0.0.0-20230531084548-c43cdf5fc5bf h1:upCz8WYdzMeJg0qywUaVaGndY+niuicj5j6V4pvhNS4=
github.com/donomii/go-rwkv.cpp v0.0.0-20230531084548-c43cdf5fc5bf/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
github.com/donomii/go-rwkv.cpp v0.0.0-20230601111443-3b28b09469fc h1:RCGGh/zw+K09sjCIYHUV7lFenxONml+LS02RdN+AkwI=
github.com/donomii/go-rwkv.cpp v0.0.0-20230601111443-3b28b09469fc/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
github.com/donomii/go-rwkv.cpp v0.0.0-20230604202420-1e18b2490e7e h1:Qne1BO0ltmyJcsizxZ61SV+uwuD1F8NztsfBDHOd0LI=
github.com/donomii/go-rwkv.cpp v0.0.0-20230604202420-1e18b2490e7e/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
github.com/donomii/go-rwkv.cpp v0.0.0-20230606181754-d5f48f6d607a h1:ye/xhplHFjnTd4O9QDDhM/QmuiGiSZaKARug6wNYgWg=
github.com/donomii/go-rwkv.cpp v0.0.0-20230606181754-d5f48f6d607a/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
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/ggerganov/whisper.cpp/bindings/go v0.0.0-20230523110439-77eab3fbfe5e h1:4PMorQuoUGAXmIzCtnNOHaasyLokXdgd8jUWwsraFTo=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230523110439-77eab3fbfe5e/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230524181101-5e2b3407ef46 h1:+STJWsBFikYC90LnR8I9gcBdysQn7Jv9Jb44+5WBi68=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230524181101-5e2b3407ef46/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230527074028-9b926844e3ae h1:uzi5myq/qNX9xiKMRF/fW3HfxuEo2WcnTalwg9fe2hM=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230527074028-9b926844e3ae/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
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/ggerganov/whisper.cpp/bindings/go v0.0.0-20230531071314-ce6f7470649f h1:oGTI2SlcA7oGPFsmkS1m8psq3uKNnhhJ/MZ2ZWVZDe0=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230531071314-ce6f7470649f/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230601065548-3f7436e8a096 h1:TD7v8FnwWCWlOsrkpnumsbxsflyhTI3rSm2HInqqSAI=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230601065548-3f7436e8a096/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230601124500-5b9e59bc07dd h1:os3FeYEIB4j5m5QlbFC3HkVcaAmLxNXz48uIfQAexm0=
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230601124500-5b9e59bc07dd/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
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=
@ -64,56 +38,14 @@ 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 v0.0.0-20230510223001-e9366e82abdf h1:VJfSn8hIDE+K5+h38M3iAyFXrxpRExMKRdTk33UDxsw=
github.com/go-skynet/bloomz.cpp v0.0.0-20230510223001-e9366e82abdf/go.mod h1:wc0fJ9V04yiYTfgKvE5RUUSRQ5Kzi0Bo4I+U3nNOUuA=
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 v0.0.0-20230516063724-cea1ed76a7f4 h1:+3KPDf4Wv1VHOkzAfZnlj9qakLSYggTpm80AswhD/FU=
github.com/go-skynet/go-bert.cpp v0.0.0-20230516063724-cea1ed76a7f4/go.mod h1:VY0s5KoAI2jRCvQXKuDeEEe8KG7VaWifSNJSk+E1KtY=
github.com/go-skynet/go-bert.cpp v0.0.0-20230529074307-771b4a085972 h1:eiE1CTqanNjpNWF2xp9GvNZXgKgRzNaUSyFZGMLu8Vo=
github.com/go-skynet/go-bert.cpp v0.0.0-20230529074307-771b4a085972/go.mod h1:IQrVVZiAuWpneNrahrGu3m7VVaKLDIvQGp+Q6B8jw5g=
github.com/go-skynet/go-bert.cpp v0.0.0-20230531070950-0548994371f7 h1:hm5rOxRf2Y8zmQTBgtDabLoprYHHQHmZ8ui8i4KQSgU=
github.com/go-skynet/go-bert.cpp v0.0.0-20230531070950-0548994371f7/go.mod h1:55l02IF2kD+LGEH4yXzmPPygeuWiUIo8Nbh/+ZU9cb0=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230523173010-f89d7c22df6b h1:uKICsAbdRJxMPZ4RXltwOwXPRDO1/d/pdGR3gEEUV9M=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230523173010-f89d7c22df6b/go.mod h1:hjmO5UfipWl6xkPT54acOs9DDto8GPV81IvsBcvRjsA=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230524084634-c4c581f1853c h1:jXUOCh2K4OzRItTtHzdxvkylE9r1szRSleRpXCNvraY=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230524084634-c4c581f1853c/go.mod h1:hjmO5UfipWl6xkPT54acOs9DDto8GPV81IvsBcvRjsA=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230525204055-4f18e5eb7508 h1:pb7wUQlgqbakB4vILBq44iLe5w9bcjAsP7js2iFOWX8=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230525204055-4f18e5eb7508/go.mod h1:hjmO5UfipWl6xkPT54acOs9DDto8GPV81IvsBcvRjsA=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230529072326-695f97befe14 h1:0VZ5NbrtqvLvBRs0ioXBb9Mp8cOYRqG2WgAIf3+3dlw=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230529072326-695f97befe14/go.mod h1:Rz967+t+aY6S+TBiW/WI8FM/C1WEMM+DamSMtKRxVAM=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230529215936-13ccc22621bb h1:slNlMT8xB6w0QaMroTsqkNzNovUOEkpNpCawB7IjBFY=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230529215936-13ccc22621bb/go.mod h1:SI+oF2+THMydq8Vo4+EzKJaQwtfWOy+lr7yWPP6FR2U=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230531065233-17b065584ef8 h1:LK1DAgJsNMRUWaPpFOnE8XSF70UBybr3zGOvzP8Pdok=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230531065233-17b065584ef8/go.mod h1:/JbU8HZU+tUOp+1bQAeXf3AyRXm+p3UwhccoJwCTI9A=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230604074754-6fb862c72bc0 h1:PKwuqqVsvSPY4W9H9r3iHVpsmMWL1MQ7I5qpiY7eh0E=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230604074754-6fb862c72bc0/go.mod h1:/JbU8HZU+tUOp+1bQAeXf3AyRXm+p3UwhccoJwCTI9A=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230606131358-bd765bb6f3b3 h1:xgDRCrBU2YmwerI6CY6woFyEsBrzV/4a2/atOBm0aXE=
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230606131358-bd765bb6f3b3/go.mod h1:/JbU8HZU+tUOp+1bQAeXf3AyRXm+p3UwhccoJwCTI9A=
github.com/go-skynet/go-gpt2.cpp v0.0.0-20230523153133-3eb3a32c0874 h1:/6QWh2oarU7iPSpXj/3bLlkKptyxjKTRrNtGUrh8vhI=
github.com/go-skynet/go-gpt2.cpp v0.0.0-20230523153133-3eb3a32c0874/go.mod h1:1Wj/xbkMfwQSOrhNYK178IzqQHstZbRfhx4s8p1M5VM=
github.com/go-skynet/go-llama.cpp v0.0.0-20230520155239-ccf23adfb278 h1:st4ow9JKy3UuhkwutrbWof2vMFU/YxwBCLYZ1IxJ2Po=
github.com/go-skynet/go-llama.cpp v0.0.0-20230520155239-ccf23adfb278/go.mod h1:oA0r4BW8ndyjTMGi1tulsNd7sdg3Ql8MaVFuT1zF6ws=
github.com/go-skynet/go-llama.cpp v0.0.0-20230523103108-dcf8da632bce h1:Mcq9LvYG4msXJvFUeiYI6PGftqmYbOoBxNfjyAAyFB4=
github.com/go-skynet/go-llama.cpp v0.0.0-20230523103108-dcf8da632bce/go.mod h1:oA0r4BW8ndyjTMGi1tulsNd7sdg3Ql8MaVFuT1zF6ws=
github.com/go-skynet/go-llama.cpp v0.0.0-20230524233806-6e7e69a1607e h1:zfxPbHj7/hN2F7V12vfxCi4CFsaVO1WohW96OVFtfNw=
github.com/go-skynet/go-llama.cpp v0.0.0-20230524233806-6e7e69a1607e/go.mod h1:oA0r4BW8ndyjTMGi1tulsNd7sdg3Ql8MaVFuT1zF6ws=
github.com/go-skynet/go-llama.cpp v0.0.0-20230529120000-4bd3910005a5 h1:AbKnkgzkjkyoJtjOHgR3+rmNKOOjmRja6De3HEa7S7E=
github.com/go-skynet/go-llama.cpp v0.0.0-20230529120000-4bd3910005a5/go.mod h1:oA0r4BW8ndyjTMGi1tulsNd7sdg3Ql8MaVFuT1zF6ws=
github.com/go-skynet/go-llama.cpp v0.0.0-20230529221033-4afcaf28f36f h1:HmXiNF9Sy+34aSjaJ2/JN+goDgbT2XyLjdiG2EOMvaE=
github.com/go-skynet/go-llama.cpp v0.0.0-20230529221033-4afcaf28f36f/go.mod h1:oA0r4BW8ndyjTMGi1tulsNd7sdg3Ql8MaVFuT1zF6ws=
github.com/go-skynet/go-llama.cpp v0.0.0-20230530191504-62b6c079a47d h1:daPcVEptc/6arcS/QV4QDCdYiwMGCiiR5rnzUs63WK0=
github.com/go-skynet/go-llama.cpp v0.0.0-20230530191504-62b6c079a47d/go.mod h1:oA0r4BW8ndyjTMGi1tulsNd7sdg3Ql8MaVFuT1zF6ws=
github.com/go-skynet/go-llama.cpp v0.0.0-20230531065249-10caf37d8b73 h1:swwsrYpPYOsyGFrX/0nhaYa93aHH6I61HpSJpQkN1tY=
github.com/go-skynet/go-llama.cpp v0.0.0-20230531065249-10caf37d8b73/go.mod h1:ddYIvPZyj3Vf4XkfZimVRRehZu2isd0JXfK3EemVQPk=
github.com/go-skynet/go-llama.cpp v0.0.0-20230603122627-3f10005b70c6 h1:w+S5j+znKE8ZKogSp0tcdmYO/v94Wym0g9Os+iWEu2w=
github.com/go-skynet/go-llama.cpp v0.0.0-20230603122627-3f10005b70c6/go.mod h1:ddYIvPZyj3Vf4XkfZimVRRehZu2isd0JXfK3EemVQPk=
github.com/go-skynet/go-llama.cpp v0.0.0-20230604235446-b1a425611fde h1:bnWCcst0K5lgK2MCJbxV81xPSiK4fiob9f4k2RjYN8A=
github.com/go-skynet/go-llama.cpp v0.0.0-20230604235446-b1a425611fde/go.mod h1:ddYIvPZyj3Vf4XkfZimVRRehZu2isd0JXfK3EemVQPk=
github.com/go-skynet/go-llama.cpp v0.0.0-20230605193043-cca84ed55fb9 h1:PHsmllTb3sHrcdNDAPCJpIX6rijmO7bfMBqEy+ugJZ4=
github.com/go-skynet/go-llama.cpp v0.0.0-20230605193043-cca84ed55fb9/go.mod h1:ddYIvPZyj3Vf4XkfZimVRRehZu2isd0JXfK3EemVQPk=
github.com/go-skynet/go-llama.cpp v0.0.0-20230606152241-37ef81d01ae0 h1:fX6UZ3u8vtTtTZIG0LSS5Ai/lbyNXCQHqyDX6IgGwbQ=
github.com/go-skynet/go-llama.cpp v0.0.0-20230606152241-37ef81d01ae0/go.mod h1:ddYIvPZyj3Vf4XkfZimVRRehZu2isd0JXfK3EemVQPk=
github.com/go-skynet/go-llama.cpp v0.0.0-20230607123950-351aa714672f h1:c16pf8uTyaRRQLxR0QKp4q7XDeHXrXGVBHLOgdBtEgc=
github.com/go-skynet/go-llama.cpp v0.0.0-20230607123950-351aa714672f/go.mod h1:ffURxv+McO1SK7mWrNSaWPgTLqEukZNGTU6dn+ocMHg=
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=
@ -131,8 +63,6 @@ github.com/hashicorp/errwrap v1.0.0/go.mod h1:YH+1FKiLXxHSkmPseP+kNlulaMuP3n2brv
github.com/hashicorp/go-multierror v1.1.1 h1:H5DkEtf6CXdFp0N0Em5UCwQpXMWke8IA0+lD48awMYo=
github.com/hashicorp/go-multierror v1.1.1/go.mod h1:iw975J/qwKPdAO1clOe2L8331t/9/fmwbPZ6JB6eMoM=
github.com/ianlancetaylor/demangle v0.0.0-20200824232613-28f6c0f3b639/go.mod h1:aSSvb/t6k1mPoxDqO4vJh6VOCGPwU4O0C2/Eqndh1Sc=
github.com/imdario/mergo v0.3.15 h1:M8XP7IuFNsqUx6VPK2P9OSmsYsI/YFaGil0uD21V3dM=
github.com/imdario/mergo v0.3.15/go.mod h1:WBLT9ZmE3lPoWsEzCh9LPo3TiwVN+ZKEjmz+hD27ysY=
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=
@ -157,50 +87,16 @@ github.com/mattn/go-isatty v0.0.18 h1:DOKFKCQ7FNG2L1rbrmstDN4QVRdS89Nkh85u68Uwp9
github.com/mattn/go-isatty v0.0.18/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 v0.0.0-20230516152536-c0748eca3642 h1:KTkh3lOUsGqQyP4v+oa38sPFdrZtNnM4HaxTb3epdYs=
github.com/mudler/go-stable-diffusion v0.0.0-20230516152536-c0748eca3642/go.mod h1:8ufRkpz/S/9ahkaxzZ5i4WMgO9w4InEhuRoT7vK5Rnw=
github.com/mudler/go-stable-diffusion v0.0.0-20230605114250-a6706a426a90 h1:rxKtdI8RCZ41ZNbUh9jyBBy2pi3ukQP88ZzsrSVnpxY=
github.com/mudler/go-stable-diffusion v0.0.0-20230605114250-a6706a426a90/go.mod h1:8ufRkpz/S/9ahkaxzZ5i4WMgO9w4InEhuRoT7vK5Rnw=
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/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 v0.0.0-20230522220313-2ce22208a3dd h1:is/rE0YD8oEWcX3fQ+VxoS3fD0LqFEmTxh8XZegYYsA=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230522220313-2ce22208a3dd/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230523222017-b36a52020702 h1:uya1G35AbUfVtG8fu/HuUGTFXpN7n9XuRAAvC1lTr+M=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230523222017-b36a52020702/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230525153421-63f57635d83c h1:mDy1OKHlG9xv1KDMcOVNYQwoYKZSlb5Mu69W3+DNLYI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230525153421-63f57635d83c/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230525202709-afe3870b7a29 h1:hgml/PMZX3M+WigXD4BGy+mbD1oPxYbXJXo16I555Aw=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230525202709-afe3870b7a29/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230525210850-d1ff7132c553 h1:+zQQHEoOaVUT72uLr6OJF+Lj35LR620aeeyrF7K6x5s=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230525210850-d1ff7132c553/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230526132403-a6f3e94458e2 h1:DE++nIPuUGk8pz71PF0BITX+CTF0lv4ZNWv12qCBUVk=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230526132403-a6f3e94458e2/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230528235700-9eb81cb54922 h1:teYhrXxFY28gyBm6QMcYewA0KvLXqkUsgxJcYelaxbg=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230528235700-9eb81cb54922/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230531011104-5f940208e4f5 h1:99cF+V5wk7IInDAEM9HAlSHdLf/xoJR529Wr8lAG5KQ=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230531011104-5f940208e4f5/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230601151908-5175db27813c h1:KXYqUH6bdYbxnF67l8wayctaCZ4BQJQOsUyNke7HC0A=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230601151908-5175db27813c/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230601213413-031d7149a7fd h1:VTPLKWrmiwYnSHfZh2KHqwSbMeM3D50J6VmDznyY3Ak=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230601213413-031d7149a7fd/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230602151000-be9f6ad54342 h1:Nca3BDITw9yrhMksPL5VKpj+nOUmDXTy7qB7tHJy0R8=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230602151000-be9f6ad54342/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230603001950-25ee51e2ca3a h1:ALsGoIFe2IZLMD+y0/ds7Spn8e9qiucQ9hod0zTRmfk=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230603001950-25ee51e2ca3a/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230603140917-bc624f5389d6 h1:GcwtLT80QuxAC7Dg+EpCQv1k/2Abhw8kvxQn3vuit5Q=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230603140917-bc624f5389d6/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230604125924-bbe195ee0207 h1:3ObPrftXDNkEN5M87IXxRlhA13x/44CuVaHXppsNDUg=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230604125924-bbe195ee0207/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230605194130-266f13aee9d8 h1:7SqRnb44CN9QQtZxdFTTgaSqsWVbtFRrHLbKhrTEXlM=
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230605194130-266f13aee9d8/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
github.com/onsi/ginkgo/v2 v2.9.5 h1:+6Hr4uxzP4XIUyAkg61dWBw8lb/gc4/X5luuxN/EC+Q=
github.com/onsi/ginkgo/v2 v2.9.5/go.mod h1:tvAoo1QUJwNEU2ITftXTpR7R1RbCzoZUOs3RonqW57k=
github.com/onsi/ginkgo/v2 v2.9.7 h1:06xGQy5www2oN160RtEZoTvnP2sPhEfePYmCDc2szss=
github.com/onsi/ginkgo/v2 v2.9.7/go.mod h1:cxrmXWykAwTwhQsJOPfdIDiJ+l2RYq7U8hFU+M/1uw0=
github.com/onsi/gomega v1.27.7 h1:fVih9JD6ogIiHUN6ePK7HJidyEDpWGVB5mzM7cWNXoU=
github.com/onsi/gomega v1.27.7/go.mod h1:1p8OOlwo2iUUDsHnOrjE5UKYJ+e3W8eQ3qSlRahPmr4=
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 v1.1.0 h1:zRvGBqZUW5PCMgdkJNsPVTBd8tOLCMTipXE5wD2pdTg=
@ -218,10 +114,6 @@ 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 v1.9.4 h1:KanoCEoowAI45jVXlenMCckutSRr39qOmSi9MyPBfZM=
github.com/sashabaranov/go-openai v1.9.4/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
github.com/sashabaranov/go-openai v1.9.5 h1:z1VCMXsfnug+U0ceTTIXr/L26AYl9jafqA9lptlSX0c=
github.com/sashabaranov/go-openai v1.9.5/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
github.com/sashabaranov/go-openai v1.10.0 h1:uUD3EOKDdGa6geMVbe2Trj9/ckF9sCV5jpQM19f7GM8=
github.com/sashabaranov/go-openai v1.10.0/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
github.com/savsgio/dictpool v0.0.0-20221023140959-7bf2e61cea94 h1:rmMl4fXJhKMNWl+K+r/fq4FbbKI+Ia2m9hYBLm2h4G4=
@ -229,22 +121,17 @@ 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=
github.com/stretchr/testify v1.8.1 h1:w7B6lhMri9wdJUVmEZPGGhZzrYTPvgJArz7wNPgYKsk=
github.com/stretchr/testify v1.8.2 h1:+h33VjcLVPDHtOdpUCuF+7gSuG3yGIftsP1YvFihtJ8=
github.com/swaggo/swag v1.16.1 h1:fTNRhKstPKxcnoKsytm4sahr8FaYzUcT7i1/3nd/fBg=
github.com/swaggo/swag v1.16.1/go.mod h1:9/LMvHycG3NFHfR6LwvikHv5iFvmPADQ359cKikGxto=
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 v0.0.0-20230530193922-fb062652f841 h1:IVlfKPZzq3W1G+CkhZgN5VjmHnAeB3YqEvxyNPPCZXY=
github.com/tmc/langchaingo v0.0.0-20230530193922-fb062652f841/go.mod h1:6l1WoyqVDwkv7cFlY3gfcTv8yVowVyuutKv8PGlQCWI=
github.com/tmc/langchaingo v0.0.0-20230605114752-4afed6d7be4a h1:YtKJTKbM3qu60+ZxLtyeCl0RvdG7LKbyF8TT7nzV6Gg=
github.com/tmc/langchaingo v0.0.0-20230605114752-4afed6d7be4a/go.mod h1:6l1WoyqVDwkv7cFlY3gfcTv8yVowVyuutKv8PGlQCWI=
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/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=
@ -314,7 +201,7 @@ golang.org/x/tools v0.9.1/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 v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
google.golang.org/protobuf v1.28.0 h1:w43yiav+6bVFTBQFZX0r7ipe9JQ1QsbMgHwbBziscLw=
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=
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=

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