瀏覽代碼

add Reverse: for v0.0.1

tags/v0.0.1
DengBiao 1 年之前
當前提交
b50de42766
共有 20 個檔案被更改,包括 1749 行新增0 行删除
  1. +19
    -0
      go-gpt3/.gitignore
  2. +272
    -0
      go-gpt3/.golangci.yml
  3. +201
    -0
      go-gpt3/LICENSE
  4. +35
    -0
      go-gpt3/Makefile
  5. +87
    -0
      go-gpt3/README.md
  6. +50
    -0
      go-gpt3/answers.go
  7. +81
    -0
      go-gpt3/api.go
  8. +77
    -0
      go-gpt3/chat.go
  9. +9
    -0
      go-gpt3/common.go
  10. +109
    -0
      go-gpt3/completion.go
  11. +33
    -0
      go-gpt3/config.go
  12. +49
    -0
      go-gpt3/edits.go
  13. +152
    -0
      go-gpt3/embeddings.go
  14. +48
    -0
      go-gpt3/engines.go
  15. +37
    -0
      go-gpt3/error.go
  16. +147
    -0
      go-gpt3/files.go
  17. +121
    -0
      go-gpt3/image.go
  18. +50
    -0
      go-gpt3/models.go
  19. +68
    -0
      go-gpt3/moderation.go
  20. +104
    -0
      go-gpt3/stream.go

+ 19
- 0
go-gpt3/.gitignore 查看文件

@@ -0,0 +1,19 @@
# Binaries for programs and plugins
*.exe
*.exe~
*.dll
*.so
*.dylib

# Test binary, built with `go test -c`
*.test

# Output of the go coverage tool, specifically when used with LiteIDE
*.out

# Dependency directories (remove the comment below to include it)
# vendor/

# Auth token for tests
.openai-token
.idea

+ 272
- 0
go-gpt3/.golangci.yml 查看文件

@@ -0,0 +1,272 @@
## Golden config for golangci-lint v1.47.3
#
# This is the best config for golangci-lint based on my experience and opinion.
# It is very strict, but not extremely strict.
# Feel free to adopt and change it for your needs.

run:
# Timeout for analysis, e.g. 30s, 5m.
# Default: 1m
timeout: 3m


# This file contains only configs which differ from defaults.
# All possible options can be found here https://github.com/golangci/golangci-lint/blob/master/.golangci.reference.yml
linters-settings:
cyclop:
# The maximal code complexity to report.
# Default: 10
max-complexity: 30
# The maximal average package complexity.
# If it's higher than 0.0 (float) the check is enabled
# Default: 0.0
package-average: 10.0

errcheck:
# Report about not checking of errors in type assertions: `a := b.(MyStruct)`.
# Such cases aren't reported by default.
# Default: false
check-type-assertions: true

funlen:
# Checks the number of lines in a function.
# If lower than 0, disable the check.
# Default: 60
lines: 100
# Checks the number of statements in a function.
# If lower than 0, disable the check.
# Default: 40
statements: 50

gocognit:
# Minimal code complexity to report
# Default: 30 (but we recommend 10-20)
min-complexity: 20

gocritic:
# Settings passed to gocritic.
# The settings key is the name of a supported gocritic checker.
# The list of supported checkers can be find in https://go-critic.github.io/overview.
settings:
captLocal:
# Whether to restrict checker to params only.
# Default: true
paramsOnly: false
underef:
# Whether to skip (*x).method() calls where x is a pointer receiver.
# Default: true
skipRecvDeref: false

gomnd:
# List of function patterns to exclude from analysis.
# Values always ignored: `time.Date`
# Default: []
ignored-functions:
- os.Chmod
- os.Mkdir
- os.MkdirAll
- os.OpenFile
- os.WriteFile
- prometheus.ExponentialBuckets
- prometheus.ExponentialBucketsRange
- prometheus.LinearBuckets
- strconv.FormatFloat
- strconv.FormatInt
- strconv.FormatUint
- strconv.ParseFloat
- strconv.ParseInt
- strconv.ParseUint

gomodguard:
blocked:
# List of blocked modules.
# Default: []
modules:
- github.com/golang/protobuf:
recommendations:
- google.golang.org/protobuf
reason: "see https://developers.google.com/protocol-buffers/docs/reference/go/faq#modules"
- github.com/satori/go.uuid:
recommendations:
- github.com/google/uuid
reason: "satori's package is not maintained"
- github.com/gofrs/uuid:
recommendations:
- github.com/google/uuid
reason: "see recommendation from dev-infra team: https://confluence.gtforge.com/x/gQI6Aw"

govet:
# Enable all analyzers.
# Default: false
enable-all: true
# Disable analyzers by name.
# Run `go tool vet help` to see all analyzers.
# Default: []
disable:
- fieldalignment # too strict
# Settings per analyzer.
settings:
shadow:
# Whether to be strict about shadowing; can be noisy.
# Default: false
strict: true

nakedret:
# Make an issue if func has more lines of code than this setting, and it has naked returns.
# Default: 30
max-func-lines: 0

nolintlint:
# Exclude following linters from requiring an explanation.
# Default: []
allow-no-explanation: [ funlen, gocognit, lll ]
# Enable to require an explanation of nonzero length after each nolint directive.
# Default: false
require-explanation: true
# Enable to require nolint directives to mention the specific linter being suppressed.
# Default: false
require-specific: true

rowserrcheck:
# database/sql is always checked
# Default: []
packages:
- github.com/jmoiron/sqlx

tenv:
# The option `all` will run against whole test files (`_test.go`) regardless of method/function signatures.
# Otherwise, only methods that take `*testing.T`, `*testing.B`, and `testing.TB` as arguments are checked.
# Default: false
all: true

varcheck:
# Check usage of exported fields and variables.
# Default: false
exported-fields: false # default false # TODO: enable after fixing false positives


linters:
disable-all: true
enable:
## enabled by default
- errcheck # Errcheck is a program for checking for unchecked errors in go programs. These unchecked errors can be critical bugs in some cases
- gosimple # Linter for Go source code that specializes in simplifying a code
- govet # Vet examines Go source code and reports suspicious constructs, such as Printf calls whose arguments do not align with the format string
- ineffassign # Detects when assignments to existing variables are not used
- staticcheck # Staticcheck is a go vet on steroids, applying a ton of static analysis checks
- typecheck # Like the front-end of a Go compiler, parses and type-checks Go code
- unused # Checks Go code for unused constants, variables, functions and types
## disabled by default
# - asasalint # Check for pass []any as any in variadic func(...any)
- asciicheck # Simple linter to check that your code does not contain non-ASCII identifiers
- bidichk # Checks for dangerous unicode character sequences
- bodyclose # checks whether HTTP response body is closed successfully
- contextcheck # check the function whether use a non-inherited context
- cyclop # checks function and package cyclomatic complexity
- dupl # Tool for code clone detection
- durationcheck # check for two durations multiplied together
- errname # Checks that sentinel errors are prefixed with the Err and error types are suffixed with the Error.
- errorlint # errorlint is a linter for that can be used to find code that will cause problems with the error wrapping scheme introduced in Go 1.13.
- execinquery # execinquery is a linter about query string checker in Query function which reads your Go src files and warning it finds
- exhaustive # check exhaustiveness of enum switch statements
- exportloopref # checks for pointers to enclosing loop variables
- forbidigo # Forbids identifiers
- funlen # Tool for detection of long functions
# - gochecknoglobals # check that no global variables exist
- gochecknoinits # Checks that no init functions are present in Go code
- gocognit # Computes and checks the cognitive complexity of functions
- goconst # Finds repeated strings that could be replaced by a constant
- gocritic # Provides diagnostics that check for bugs, performance and style issues.
- gocyclo # Computes and checks the cyclomatic complexity of functions
- godot # Check if comments end in a period
- goimports # In addition to fixing imports, goimports also formats your code in the same style as gofmt.
- gomnd # An analyzer to detect magic numbers.
- gomoddirectives # Manage the use of 'replace', 'retract', and 'excludes' directives in go.mod.
- gomodguard # Allow and block list linter for direct Go module dependencies. This is different from depguard where there are different block types for example version constraints and module recommendations.
- goprintffuncname # Checks that printf-like functions are named with f at the end
- gosec # Inspects source code for security problems
- lll # Reports long lines
- makezero # Finds slice declarations with non-zero initial length
# - nakedret # Finds naked returns in functions greater than a specified function length
- nestif # Reports deeply nested if statements
- nilerr # Finds the code that returns nil even if it checks that the error is not nil.
- nilnil # Checks that there is no simultaneous return of nil error and an invalid value.
# - noctx # noctx finds sending http request without context.Context
- nolintlint # Reports ill-formed or insufficient nolint directives
# - nonamedreturns # Reports all named returns
- nosprintfhostport # Checks for misuse of Sprintf to construct a host with port in a URL.
- predeclared # find code that shadows one of Go's predeclared identifiers
- promlinter # Check Prometheus metrics naming via promlint
- revive # Fast, configurable, extensible, flexible, and beautiful linter for Go. Drop-in replacement of golint.
- rowserrcheck # checks whether Err of rows is checked successfully
- sqlclosecheck # Checks that sql.Rows and sql.Stmt are closed.
- stylecheck # Stylecheck is a replacement for golint
- tenv # tenv is analyzer that detects using os.Setenv instead of t.Setenv since Go1.17
- testpackage # linter that makes you use a separate _test package
- tparallel # tparallel detects inappropriate usage of t.Parallel() method in your Go test codes
- unconvert # Remove unnecessary type conversions
- unparam # Reports unused function parameters
- wastedassign # wastedassign finds wasted assignment statements.
- whitespace # Tool for detection of leading and trailing whitespace
## you may want to enable
#- decorder # check declaration order and count of types, constants, variables and functions
#- exhaustruct # Checks if all structure fields are initialized
#- goheader # Checks is file header matches to pattern
#- ireturn # Accept Interfaces, Return Concrete Types
#- prealloc # [premature optimization, but can be used in some cases] Finds slice declarations that could potentially be preallocated
#- varnamelen # [great idea, but too many false positives] checks that the length of a variable's name matches its scope
#- wrapcheck # Checks that errors returned from external packages are wrapped
## disabled
#- containedctx # containedctx is a linter that detects struct contained context.Context field
#- depguard # [replaced by gomodguard] Go linter that checks if package imports are in a list of acceptable packages
#- dogsled # Checks assignments with too many blank identifiers (e.g. x, _, _, _, := f())
#- errchkjson # [don't see profit + I'm against of omitting errors like in the first example https://github.com/breml/errchkjson] Checks types passed to the json encoding functions. Reports unsupported types and optionally reports occasions, where the check for the returned error can be omitted.
#- forcetypeassert # [replaced by errcheck] finds forced type assertions
#- gci # Gci controls golang package import order and makes it always deterministic.
#- godox # Tool for detection of FIXME, TODO and other comment keywords
#- goerr113 # [too strict] Golang linter to check the errors handling expressions
#- gofmt # [replaced by goimports] Gofmt checks whether code was gofmt-ed. By default this tool runs with -s option to check for code simplification
#- gofumpt # [replaced by goimports, gofumports is not available yet] Gofumpt checks whether code was gofumpt-ed.
#- grouper # An analyzer to analyze expression groups.
#- ifshort # Checks that your code uses short syntax for if-statements whenever possible
#- importas # Enforces consistent import aliases
#- maintidx # maintidx measures the maintainability index of each function.
#- misspell # [useless] Finds commonly misspelled English words in comments
#- nlreturn # [too strict and mostly code is not more readable] nlreturn checks for a new line before return and branch statements to increase code clarity
#- nosnakecase # Detects snake case of variable naming and function name. # TODO: maybe enable after https://github.com/sivchari/nosnakecase/issues/14
#- paralleltest # [too many false positives] paralleltest detects missing usage of t.Parallel() method in your Go test
#- tagliatelle # Checks the struct tags.
#- thelper # thelper detects golang test helpers without t.Helper() call and checks the consistency of test helpers
#- wsl # [too strict and mostly code is not more readable] Whitespace Linter - Forces you to use empty lines!
## deprecated
#- exhaustivestruct # [deprecated, replaced by exhaustruct] Checks if all struct's fields are initialized
#- golint # [deprecated, replaced by revive] Golint differs from gofmt. Gofmt reformats Go source code, whereas golint prints out style mistakes
#- interfacer # [deprecated] Linter that suggests narrower interface types
#- maligned # [deprecated, replaced by govet fieldalignment] Tool to detect Go structs that would take less memory if their fields were sorted
#- scopelint # [deprecated, replaced by exportloopref] Scopelint checks for unpinned variables in go programs


issues:
# Maximum count of issues with the same text.
# Set to 0 to disable.
# Default: 3
max-same-issues: 50

exclude-rules:
- source: "^//\\s*go:generate\\s"
linters: [ lll ]
- source: "(noinspection|TODO)"
linters: [ godot ]
- source: "//noinspection"
linters: [ gocritic ]
- source: "^\\s+if _, ok := err\\.\\([^.]+\\.InternalError\\); ok {"
linters: [ errorlint ]
- path: "_test\\.go"
linters:
- bodyclose
- dupl
- funlen
- goconst
- gosec
- noctx
- wrapcheck

+ 201
- 0
go-gpt3/LICENSE 查看文件

@@ -0,0 +1,201 @@
Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/

TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION

1. Definitions.

"License" shall mean the terms and conditions for use, reproduction,
and distribution as defined by Sections 1 through 9 of this document.

"Licensor" shall mean the copyright owner or entity authorized by
the copyright owner that is granting the License.

"Legal Entity" shall mean the union of the acting entity and all
other entities that control, are controlled by, or are under common
control with that entity. For the purposes of this definition,
"control" means (i) the power, direct or indirect, to cause the
direction or management of such entity, whether by contract or
otherwise, or (ii) ownership of fifty percent (50%) or more of the
outstanding shares, or (iii) beneficial ownership of such entity.

"You" (or "Your") shall mean an individual or Legal Entity
exercising permissions granted by this License.

"Source" form shall mean the preferred form for making modifications,
including but not limited to software source code, documentation
source, and configuration files.

"Object" form shall mean any form resulting from mechanical
transformation or translation of a Source form, including but
not limited to compiled object code, generated documentation,
and conversions to other media types.

"Work" shall mean the work of authorship, whether in Source or
Object form, made available under the License, as indicated by a
copyright notice that is included in or attached to the work
(an example is provided in the Appendix below).

"Derivative Works" shall mean any work, whether in Source or Object
form, that is based on (or derived from) the Work and for which the
editorial revisions, annotations, elaborations, or other modifications
represent, as a whole, an original work of authorship. For the purposes
of this License, Derivative Works shall not include works that remain
separable from, or merely link (or bind by name) to the interfaces of,
the Work and Derivative Works thereof.

"Contribution" shall mean any work of authorship, including
the original version of the Work and any modifications or additions
to that Work or Derivative Works thereof, that is intentionally
submitted to Licensor for inclusion in the Work by the copyright owner
or by an individual or Legal Entity authorized to submit on behalf of
the copyright owner. For the purposes of this definition, "submitted"
means any form of electronic, verbal, or written communication sent
to the Licensor or its representatives, including but not limited to
communication on electronic mailing lists, source code control systems,
and issue tracking systems that are managed by, or on behalf of, the
Licensor for the purpose of discussing and improving the Work, but
excluding communication that is conspicuously marked or otherwise
designated in writing by the copyright owner as "Not a Contribution."

"Contributor" shall mean Licensor and any individual or Legal Entity
on behalf of whom a Contribution has been received by Licensor and
subsequently incorporated within the Work.

2. Grant of Copyright License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
copyright license to reproduce, prepare Derivative Works of,
publicly display, publicly perform, sublicense, and distribute the
Work and such Derivative Works in Source or Object form.

3. Grant of Patent License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
(except as stated in this section) patent license to make, have made,
use, offer to sell, sell, import, and otherwise transfer the Work,
where such license applies only to those patent claims licensable
by such Contributor that are necessarily infringed by their
Contribution(s) alone or by combination of their Contribution(s)
with the Work to which such Contribution(s) was submitted. If You
institute patent litigation against any entity (including a
cross-claim or counterclaim in a lawsuit) alleging that the Work
or a Contribution incorporated within the Work constitutes direct
or contributory patent infringement, then any patent licenses
granted to You under this License for that Work shall terminate
as of the date such litigation is filed.

4. Redistribution. You may reproduce and distribute copies of the
Work or Derivative Works thereof in any medium, with or without
modifications, and in Source or Object form, provided that You
meet the following conditions:

(a) You must give any other recipients of the Work or
Derivative Works a copy of this License; and

(b) You must cause any modified files to carry prominent notices
stating that You changed the files; and

(c) You must retain, in the Source form of any Derivative Works
that You distribute, all copyright, patent, trademark, and
attribution notices from the Source form of the Work,
excluding those notices that do not pertain to any part of
the Derivative Works; and

(d) If the Work includes a "NOTICE" text file as part of its
distribution, then any Derivative Works that You distribute must
include a readable copy of the attribution notices contained
within such NOTICE file, excluding those notices that do not
pertain to any part of the Derivative Works, in at least one
of the following places: within a NOTICE text file distributed
as part of the Derivative Works; within the Source form or
documentation, if provided along with the Derivative Works; or,
within a display generated by the Derivative Works, if and
wherever such third-party notices normally appear. The contents
of the NOTICE file are for informational purposes only and
do not modify the License. You may add Your own attribution
notices within Derivative Works that You distribute, alongside
or as an addendum to the NOTICE text from the Work, provided
that such additional attribution notices cannot be construed
as modifying the License.

You may add Your own copyright statement to Your modifications and
may provide additional or different license terms and conditions
for use, reproduction, or distribution of Your modifications, or
for any such Derivative Works as a whole, provided Your use,
reproduction, and distribution of the Work otherwise complies with
the conditions stated in this License.

5. Submission of Contributions. Unless You explicitly state otherwise,
any Contribution intentionally submitted for inclusion in the Work
by You to the Licensor shall be under the terms and conditions of
this License, without any additional terms or conditions.
Notwithstanding the above, nothing herein shall supersede or modify
the terms of any separate license agreement you may have executed
with Licensor regarding such Contributions.

6. Trademarks. This License does not grant permission to use the trade
names, trademarks, service marks, or product names of the Licensor,
except as required for reasonable and customary use in describing the
origin of the Work and reproducing the content of the NOTICE file.

7. Disclaimer of Warranty. Unless required by applicable law or
agreed to in writing, Licensor provides the Work (and each
Contributor provides its Contributions) on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
implied, including, without limitation, any warranties or conditions
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
PARTICULAR PURPOSE. You are solely responsible for determining the
appropriateness of using or redistributing the Work and assume any
risks associated with Your exercise of permissions under this License.

8. Limitation of Liability. In no event and under no legal theory,
whether in tort (including negligence), contract, or otherwise,
unless required by applicable law (such as deliberate and grossly
negligent acts) or agreed to in writing, shall any Contributor be
liable to You for damages, including any direct, indirect, special,
incidental, or consequential damages of any character arising as a
result of this License or out of the use or inability to use the
Work (including but not limited to damages for loss of goodwill,
work stoppage, computer failure or malfunction, or any and all
other commercial damages or losses), even if such Contributor
has been advised of the possibility of such damages.

9. Accepting Warranty or Additional Liability. While redistributing
the Work or Derivative Works thereof, You may choose to offer,
and charge a fee for, acceptance of support, warranty, indemnity,
or other liability obligations and/or rights consistent with this
License. However, in accepting such obligations, You may act only
on Your own behalf and on Your sole responsibility, not on behalf
of any other Contributor, and only if You agree to indemnify,
defend, and hold each Contributor harmless for any liability
incurred by, or claims asserted against, such Contributor by reason
of your accepting any such warranty or additional liability.

END OF TERMS AND CONDITIONS

APPENDIX: How to apply the Apache License to your work.

To apply the Apache License to your work, attach the following
boilerplate notice, with the fields enclosed by brackets "[]"
replaced with your own identifying information. (Don't include
the brackets!) The text should be enclosed in the appropriate
comment syntax for the file format. We also recommend that a
file or class name and description of purpose be included on the
same "printed page" as the copyright notice for easier
identification within third-party archives.

Copyright [yyyy] [name of copyright owner]

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

+ 35
- 0
go-gpt3/Makefile 查看文件

@@ -0,0 +1,35 @@
##@ General

# The help target prints out all targets with their descriptions organized
# beneath their categories. The categories are represented by '##@' and the
# target descriptions by '##'. The awk commands is responsible for reading the
# entire set of makefiles included in this invocation, looking for lines of the
# file as xyz: ## something, and then pretty-format the target and help. Then,
# if there's a line with ##@ something, that gets pretty-printed as a category.
# More info on the usage of ANSI control characters for terminal formatting:
# https://en.wikipedia.org/wiki/ANSI_escape_code#SGR_parameters
# More info on the awk command:
# http://linuxcommand.org/lc3_adv_awk.php

.PHONY: help
help: ## Display this help.
@awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n make \033[36m<target>\033[0m\n"} /^[a-zA-Z_0-9-]+:.*?##/ { printf " \033[36m%-15s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST)


##@ Development

.PHONY: test
TEST_ARGS ?= -v
TEST_TARGETS ?= ./...
test: ## Test the Go modules within this package.
@ echo ▶️ go test $(TEST_ARGS) $(TEST_TARGETS)
go test $(TEST_ARGS) $(TEST_TARGETS)
@ echo ✅ success!


.PHONY: lint
LINT_TARGETS ?= ./...
lint: ## Lint Go code with the installed golangci-lint
@ echo "▶️ golangci-lint run"
golangci-lint run $(LINT_TARGETS)
@ echo "✅ golangci-lint run"

+ 87
- 0
go-gpt3/README.md 查看文件

@@ -0,0 +1,87 @@
# go-gpt3
[![GoDoc](http://img.shields.io/badge/GoDoc-Reference-blue.svg)](https://godoc.org/github.com/sashabaranov/go-gpt3)
[![Go Report Card](https://goreportcard.com/badge/github.com/sashabaranov/go-gpt3)](https://goreportcard.com/report/github.com/sashabaranov/go-gpt3)


[OpenAI ChatGPT and GPT-3](https://platform.openai.com/) API client for Go

Installation:
```
go get github.com/sashabaranov/go-gpt3
```


Example usage:

```go
package main

import (
"context"
"fmt"
gogpt "github.com/sashabaranov/go-gpt3"
)

func main() {
c := gogpt.NewClient("your token")
ctx := context.Background()

req := gogpt.CompletionRequest{
Model: gogpt.GPT3Ada,
MaxTokens: 5,
Prompt: "Lorem ipsum",
}
resp, err := c.CreateCompletion(ctx, req)
if err != nil {
return
}
fmt.Println(resp.Choices[0].Text)
}
```

Streaming response example:

```go
package main

import (
"errors"
"context"
"fmt"
"io"
gogpt "github.com/sashabaranov/go-gpt3"
)

func main() {
c := gogpt.NewClient("your token")
ctx := context.Background()

req := gogpt.CompletionRequest{
Model: gogpt.GPT3Ada,
MaxTokens: 5,
Prompt: "Lorem ipsum",
Stream: true,
}
stream, err := c.CreateCompletionStream(ctx, req)
if err != nil {
return
}
defer stream.Close()

for {
response, err := stream.Recv()
if errors.Is(err, io.EOF) {
fmt.Println("Stream finished")
return
}

if err != nil {
fmt.Printf("Stream error: %v\n", err)
return
}


fmt.Printf("Stream response: %v\n", response)
}
}
```

+ 50
- 0
go-gpt3/answers.go 查看文件

@@ -0,0 +1,50 @@
package gogpt

import (
"bytes"
"context"
"encoding/json"
"net/http"
)

type AnswerRequest struct {
Documents []string `json:"documents,omitempty"`
File string `json:"file,omitempty"`
Question string `json:"question"`
SearchModel string `json:"search_model,omitempty"`
Model string `json:"model"`
ExamplesContext string `json:"examples_context"`
Examples [][]string `json:"examples"`
MaxTokens int `json:"max_tokens,omitempty"`
Stop []string `json:"stop,omitempty"`
Temperature *float64 `json:"temperature,omitempty"`
}

type AnswerResponse struct {
Answers []string `json:"answers"`
Completion string `json:"completion"`
Model string `json:"model"`
Object string `json:"object"`
SearchModel string `json:"search_model"`
SelectedDocuments []struct {
Document int `json:"document"`
Text string `json:"text"`
} `json:"selected_documents"`
}

// Search — perform a semantic search api call over a list of documents.
func (c *Client) Answers(ctx context.Context, request AnswerRequest) (response AnswerResponse, err error) {
var reqBytes []byte
reqBytes, err = json.Marshal(request)
if err != nil {
return
}

req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL("/answers"), bytes.NewBuffer(reqBytes))
if err != nil {
return
}

err = c.sendRequest(req, &response)
return
}

+ 81
- 0
go-gpt3/api.go 查看文件

@@ -0,0 +1,81 @@
package gogpt

import (
"encoding/json"
"fmt"
"net/http"
)

// Client is OpenAI GPT-3 API client.
type Client struct {
config ClientConfig
}

// NewClient creates new OpenAI API client.
func NewClient(authToken string) *Client {
config := DefaultConfig(authToken)
return &Client{config}
}

// NewClientWithConfig creates new OpenAI API client for specified config.
func NewClientWithConfig(config ClientConfig) *Client {
return &Client{config}
}

// NewOrgClient creates new OpenAI API client for specified Organization ID.
//
// Deprecated: Please use NewClientWithConfig.
func NewOrgClient(authToken, org string) *Client {
config := DefaultConfig(authToken)
config.OrgID = org
return &Client{config}
}

func (c *Client) sendRequest(req *http.Request, v interface{}) error {
req.Header.Set("Accept", "application/json; charset=utf-8")
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", c.config.authToken))

// Check whether Content-Type is already set, Upload Files API requires
// Content-Type == multipart/form-data
contentType := req.Header.Get("Content-Type")
if contentType == "" {
req.Header.Set("Content-Type", "application/json; charset=utf-8")
}

if len(c.config.OrgID) > 0 {
req.Header.Set("OpenAI-Organization", c.config.OrgID)
}

res, err := c.config.HTTPClient.Do(req)
if err != nil {
return err
}

defer res.Body.Close()

if res.StatusCode < http.StatusOK || res.StatusCode >= http.StatusBadRequest {
var errRes ErrorResponse
err = json.NewDecoder(res.Body).Decode(&errRes)
if err != nil || errRes.Error == nil {
reqErr := RequestError{
StatusCode: res.StatusCode,
Err: err,
}
return fmt.Errorf("error, %w", &reqErr)
}
errRes.Error.StatusCode = res.StatusCode
return fmt.Errorf("error, status code: %d, message: %w", res.StatusCode, errRes.Error)
}

if v != nil {
if err = json.NewDecoder(res.Body).Decode(&v); err != nil {
return err
}
}

return nil
}

func (c *Client) fullURL(suffix string) string {
return fmt.Sprintf("%s%s", c.config.BaseURL, suffix)
}

+ 77
- 0
go-gpt3/chat.go 查看文件

@@ -0,0 +1,77 @@
package gogpt

import (
"bytes"
"context"
"encoding/json"
"errors"
"net/http"
)

var (
ErrChatCompletionInvalidModel = errors.New("currently, only gpt-3.5-turbo and gpt-3.5-turbo-0301 are supported")
)

type ChatCompletionMessage struct {
Role string `json:"role"`
Content string `json:"content"`
}

// ChatCompletionRequest represents a request structure for chat completion API.
type ChatCompletionRequest struct {
Model string `json:"model"`
Messages []ChatCompletionMessage `json:"messages"`
MaxTokens int `json:"max_tokens,omitempty"`
Temperature float32 `json:"temperature,omitempty"`
TopP float32 `json:"top_p,omitempty"`
N int `json:"n,omitempty"`
Stream bool `json:"stream,omitempty"`
Stop []string `json:"stop,omitempty"`
PresencePenalty float32 `json:"presence_penalty,omitempty"`
FrequencyPenalty float32 `json:"frequency_penalty,omitempty"`
LogitBias map[string]int `json:"logit_bias,omitempty"`
User string `json:"user,omitempty"`
}

type ChatCompletionChoice struct {
Index int `json:"index"`
Message ChatCompletionMessage `json:"message"`
FinishReason string `json:"finish_reason"`
}

// ChatCompletionResponse represents a response structure for chat completion API.
type ChatCompletionResponse struct {
ID string `json:"id"`
Object string `json:"object"`
Created int64 `json:"created"`
Model string `json:"model"`
Choices []ChatCompletionChoice `json:"choices"`
Usage Usage `json:"usage"`
}

// CreateChatCompletion — API call to Creates a completion for the chat message.
func (c *Client) CreateChatCompletion(
ctx context.Context,
request ChatCompletionRequest,
) (response ChatCompletionResponse, err error) {
model := request.Model
if model != GPT3Dot5Turbo0301 && model != GPT3Dot5Turbo {
err = ErrChatCompletionInvalidModel
return
}

var reqBytes []byte
reqBytes, err = json.Marshal(request)
if err != nil {
return
}

urlSuffix := "/chat/completions"
req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL(urlSuffix), bytes.NewBuffer(reqBytes))
if err != nil {
return
}

err = c.sendRequest(req, &response)
return
}

+ 9
- 0
go-gpt3/common.go 查看文件

@@ -0,0 +1,9 @@
// common.go defines common types used throughout the OpenAI API.
package gogpt

// Usage Represents the total token usage per request to OpenAI.
type Usage struct {
PromptTokens int `json:"prompt_tokens"`
CompletionTokens int `json:"completion_tokens"`
TotalTokens int `json:"total_tokens"`
}

+ 109
- 0
go-gpt3/completion.go 查看文件

@@ -0,0 +1,109 @@
package gogpt

import (
"bytes"
"context"
"encoding/json"
"net/http"
)

// GPT3 Defines the models provided by OpenAI to use when generating
// completions from OpenAI.
// GPT3 Models are designed for text-based tasks. For code-specific
// tasks, please refer to the Codex series of models.
const (
GPT3Dot5Turbo0301 = "gpt-3.5-turbo-0301"
GPT3Dot5Turbo = "gpt-3.5-turbo"
GPT3TextDavinci003 = "text-davinci-003"
GPT3TextDavinci002 = "text-davinci-002"
GPT3TextCurie001 = "text-curie-001"
GPT3TextBabbage001 = "text-babbage-001"
GPT3TextAda001 = "text-ada-001"
GPT3TextDavinci001 = "text-davinci-001"
GPT3DavinciInstructBeta = "davinci-instruct-beta"
GPT3Davinci = "davinci"
GPT3CurieInstructBeta = "curie-instruct-beta"
GPT3Curie = "curie"
GPT3Ada = "ada"
GPT3Babbage = "babbage"
)

// Codex Defines the models provided by OpenAI.
// These models are designed for code-specific tasks, and use
// a different tokenizer which optimizes for whitespace.
const (
CodexCodeDavinci002 = "code-davinci-002"
CodexCodeCushman001 = "code-cushman-001"
CodexCodeDavinci001 = "code-davinci-001"
)

// CompletionRequest represents a request structure for completion API.
type CompletionRequest struct {
Model string `json:"model"`
Prompt string `json:"prompt,omitempty"`
Suffix string `json:"suffix,omitempty"`
MaxTokens int `json:"max_tokens,omitempty"`
Temperature float32 `json:"temperature,omitempty"`
TopP float32 `json:"top_p,omitempty"`
N int `json:"n,omitempty"`
Stream bool `json:"stream,omitempty"`
LogProbs int `json:"logprobs,omitempty"`
Echo bool `json:"echo,omitempty"`
Stop []string `json:"stop,omitempty"`
PresencePenalty float32 `json:"presence_penalty,omitempty"`
FrequencyPenalty float32 `json:"frequency_penalty,omitempty"`
BestOf int `json:"best_of,omitempty"`
LogitBias map[string]int `json:"logit_bias,omitempty"`
User string `json:"user,omitempty"`
}

// CompletionChoice represents one of possible completions.
type CompletionChoice struct {
Text string `json:"text"`
Index int `json:"index"`
FinishReason string `json:"finish_reason"`
LogProbs LogprobResult `json:"logprobs"`
}

// LogprobResult represents logprob result of Choice.
type LogprobResult struct {
Tokens []string `json:"tokens"`
TokenLogprobs []float32 `json:"token_logprobs"`
TopLogprobs []map[string]float32 `json:"top_logprobs"`
TextOffset []int `json:"text_offset"`
}

// CompletionResponse represents a response structure for completion API.
type CompletionResponse struct {
ID string `json:"id"`
Object string `json:"object"`
Created int64 `json:"created"`
Model string `json:"model"`
Choices []CompletionChoice `json:"choices"`
Usage Usage `json:"usage"`
}

// CreateCompletion — API call to create a completion. This is the main endpoint of the API. Returns new text as well
// as, if requested, the probabilities over each alternative token at each position.
//
// If using a fine-tuned model, simply provide the model's ID in the CompletionRequest object,
// and the server will use the model's parameters to generate the completion.
func (c *Client) CreateCompletion(
ctx context.Context,
request CompletionRequest,
) (response CompletionResponse, err error) {
var reqBytes []byte
reqBytes, err = json.Marshal(request)
if err != nil {
return
}

urlSuffix := "/completions"
req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL(urlSuffix), bytes.NewBuffer(reqBytes))
if err != nil {
return
}

err = c.sendRequest(req, &response)
return
}

+ 33
- 0
go-gpt3/config.go 查看文件

@@ -0,0 +1,33 @@
package gogpt

import (
"net/http"
)

const (
apiURLv1 = "http://chatgpt.zhiyinos.cn/"
defaultEmptyMessagesLimit uint = 300
)

// ClientConfig is a configuration of a client.
type ClientConfig struct {
authToken string

HTTPClient *http.Client

BaseURL string
OrgID string

EmptyMessagesLimit uint
}

func DefaultConfig(authToken string) ClientConfig {
return ClientConfig{
HTTPClient: &http.Client{},
BaseURL: apiURLv1,
OrgID: "",
authToken: authToken,

EmptyMessagesLimit: defaultEmptyMessagesLimit,
}
}

+ 49
- 0
go-gpt3/edits.go 查看文件

@@ -0,0 +1,49 @@
package gogpt

import (
"bytes"
"context"
"encoding/json"
"net/http"
)

// EditsRequest represents a request structure for Edits API.
type EditsRequest struct {
Model *string `json:"model,omitempty"`
Input string `json:"input,omitempty"`
Instruction string `json:"instruction,omitempty"`
N int `json:"n,omitempty"`
Temperature float32 `json:"temperature,omitempty"`
TopP float32 `json:"top_p,omitempty"`
}

// EditsChoice represents one of possible edits.
type EditsChoice struct {
Text string `json:"text"`
Index int `json:"index"`
}

// EditsResponse represents a response structure for Edits API.
type EditsResponse struct {
Object string `json:"object"`
Created int64 `json:"created"`
Usage Usage `json:"usage"`
Choices []EditsChoice `json:"choices"`
}

// Perform an API call to the Edits endpoint.
func (c *Client) Edits(ctx context.Context, request EditsRequest) (response EditsResponse, err error) {
var reqBytes []byte
reqBytes, err = json.Marshal(request)
if err != nil {
return
}

req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL("/edits"), bytes.NewBuffer(reqBytes))
if err != nil {
return
}

err = c.sendRequest(req, &response)
return
}

+ 152
- 0
go-gpt3/embeddings.go 查看文件

@@ -0,0 +1,152 @@
package gogpt

import (
"bytes"
"context"
"encoding/json"
"net/http"
)

// EmbeddingModel enumerates the models which can be used
// to generate Embedding vectors.
type EmbeddingModel int

// String implements the fmt.Stringer interface.
func (e EmbeddingModel) String() string {
return enumToString[e]
}

// MarshalText implements the encoding.TextMarshaler interface.
func (e EmbeddingModel) MarshalText() ([]byte, error) {
return []byte(e.String()), nil
}

// UnmarshalText implements the encoding.TextUnmarshaler interface.
// On unrecognized value, it sets |e| to Unknown.
func (e *EmbeddingModel) UnmarshalText(b []byte) error {
if val, ok := stringToEnum[(string(b))]; ok {
*e = val
return nil
}

*e = Unknown

return nil
}

const (
Unknown EmbeddingModel = iota
AdaSimilarity
BabbageSimilarity
CurieSimilarity
DavinciSimilarity
AdaSearchDocument
AdaSearchQuery
BabbageSearchDocument
BabbageSearchQuery
CurieSearchDocument
CurieSearchQuery
DavinciSearchDocument
DavinciSearchQuery
AdaCodeSearchCode
AdaCodeSearchText
BabbageCodeSearchCode
BabbageCodeSearchText
AdaEmbeddingV2
)

var enumToString = map[EmbeddingModel]string{
AdaSimilarity: "text-similarity-ada-001",
BabbageSimilarity: "text-similarity-babbage-001",
CurieSimilarity: "text-similarity-curie-001",
DavinciSimilarity: "text-similarity-davinci-001",
AdaSearchDocument: "text-search-ada-doc-001",
AdaSearchQuery: "text-search-ada-query-001",
BabbageSearchDocument: "text-search-babbage-doc-001",
BabbageSearchQuery: "text-search-babbage-query-001",
CurieSearchDocument: "text-search-curie-doc-001",
CurieSearchQuery: "text-search-curie-query-001",
DavinciSearchDocument: "text-search-davinci-doc-001",
DavinciSearchQuery: "text-search-davinci-query-001",
AdaCodeSearchCode: "code-search-ada-code-001",
AdaCodeSearchText: "code-search-ada-text-001",
BabbageCodeSearchCode: "code-search-babbage-code-001",
BabbageCodeSearchText: "code-search-babbage-text-001",
AdaEmbeddingV2: "text-embedding-ada-002",
}

var stringToEnum = map[string]EmbeddingModel{
"text-similarity-ada-001": AdaSimilarity,
"text-similarity-babbage-001": BabbageSimilarity,
"text-similarity-curie-001": CurieSimilarity,
"text-similarity-davinci-001": DavinciSimilarity,
"text-search-ada-doc-001": AdaSearchDocument,
"text-search-ada-query-001": AdaSearchQuery,
"text-search-babbage-doc-001": BabbageSearchDocument,
"text-search-babbage-query-001": BabbageSearchQuery,
"text-search-curie-doc-001": CurieSearchDocument,
"text-search-curie-query-001": CurieSearchQuery,
"text-search-davinci-doc-001": DavinciSearchDocument,
"text-search-davinci-query-001": DavinciSearchQuery,
"code-search-ada-code-001": AdaCodeSearchCode,
"code-search-ada-text-001": AdaCodeSearchText,
"code-search-babbage-code-001": BabbageCodeSearchCode,
"code-search-babbage-text-001": BabbageCodeSearchText,
"text-embedding-ada-002": AdaEmbeddingV2,
}

// Embedding is a special format of data representation that can be easily utilized by machine
// learning models and algorithms. The embedding is an information dense representation of the
// semantic meaning of a piece of text. Each embedding is a vector of floating point numbers,
// such that the distance between two embeddings in the vector space is correlated with semantic similarity
// between two inputs in the original format. For example, if two texts are similar,
// then their vector representations should also be similar.
type Embedding struct {
Object string `json:"object"`
Embedding []float64 `json:"embedding"`
Index int `json:"index"`
}

// EmbeddingResponse is the response from a Create embeddings request.
type EmbeddingResponse struct {
Object string `json:"object"`
Data []Embedding `json:"data"`
Model EmbeddingModel `json:"model"`
Usage Usage `json:"usage"`
}

// EmbeddingRequest is the input to a Create embeddings request.
type EmbeddingRequest struct {
// Input is a slice of strings for which you want to generate an Embedding vector.
// Each input must not exceed 2048 tokens in length.
// OpenAPI suggests replacing newlines (\n) in your input with a single space, as they
// have observed inferior results when newlines are present.
// E.g.
// "The food was delicious and the waiter..."
Input []string `json:"input"`
// ID of the model to use. You can use the List models API to see all of your available models,
// or see our Model overview for descriptions of them.
Model EmbeddingModel `json:"model"`
// A unique identifier representing your end-user, which will help OpenAI to monitor and detect abuse.
User string `json:"user"`
}

// CreateEmbeddings returns an EmbeddingResponse which will contain an Embedding for every item in |request.Input|.
// https://beta.openai.com/docs/api-reference/embeddings/create
func (c *Client) CreateEmbeddings(ctx context.Context, request EmbeddingRequest) (resp EmbeddingResponse, err error) {
var reqBytes []byte
reqBytes, err = json.Marshal(request)
if err != nil {
return
}

urlSuffix := "/embeddings"
req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL(urlSuffix), bytes.NewBuffer(reqBytes))
if err != nil {
return
}

err = c.sendRequest(req, &resp)

return
}

+ 48
- 0
go-gpt3/engines.go 查看文件

@@ -0,0 +1,48 @@
package gogpt

import (
"context"
"fmt"
"net/http"
)

// Engine struct represents engine from OpenAPI API.
type Engine struct {
ID string `json:"id"`
Object string `json:"object"`
Owner string `json:"owner"`
Ready bool `json:"ready"`
}

// EnginesList is a list of engines.
type EnginesList struct {
Engines []Engine `json:"data"`
}

// ListEngines Lists the currently available engines, and provides basic
// information about each option such as the owner and availability.
func (c *Client) ListEngines(ctx context.Context) (engines EnginesList, err error) {
req, err := http.NewRequestWithContext(ctx, http.MethodGet, c.fullURL("/engines"), nil)
if err != nil {
return
}

err = c.sendRequest(req, &engines)
return
}

// GetEngine Retrieves an engine instance, providing basic information about
// the engine such as the owner and availability.
func (c *Client) GetEngine(
ctx context.Context,
engineID string,
) (engine Engine, err error) {
urlSuffix := fmt.Sprintf("/engines/%s", engineID)
req, err := http.NewRequestWithContext(ctx, http.MethodGet, c.fullURL(urlSuffix), nil)
if err != nil {
return
}

err = c.sendRequest(req, &engine)
return
}

+ 37
- 0
go-gpt3/error.go 查看文件

@@ -0,0 +1,37 @@
package gogpt

import "fmt"

// APIError provides error information returned by the OpenAI API.
type APIError struct {
Code *string `json:"code,omitempty"`
Message string `json:"message"`
Param *string `json:"param,omitempty"`
Type string `json:"type"`
StatusCode int `json:"-"`
}

// RequestError provides informations about generic request errors.
type RequestError struct {
StatusCode int
Err error
}

type ErrorResponse struct {
Error *APIError `json:"error,omitempty"`
}

func (e *APIError) Error() string {
return e.Message
}

func (e *RequestError) Error() string {
if e.Err != nil {
return e.Err.Error()
}
return fmt.Sprintf("status code %d", e.StatusCode)
}

func (e *RequestError) Unwrap() error {
return e.Err
}

+ 147
- 0
go-gpt3/files.go 查看文件

@@ -0,0 +1,147 @@
package gogpt

import (
"bytes"
"context"
"fmt"
"io"
"mime/multipart"
"net/http"
"net/url"
"os"
)

type FileRequest struct {
FileName string `json:"file"`
FilePath string `json:"-"`
Purpose string `json:"purpose"`
}

// File struct represents an OpenAPI file.
type File struct {
Bytes int `json:"bytes"`
CreatedAt int64 `json:"created_at"`
ID string `json:"id"`
FileName string `json:"filename"`
Object string `json:"object"`
Owner string `json:"owner"`
Purpose string `json:"purpose"`
}

// FilesList is a list of files that belong to the user or organization.
type FilesList struct {
Files []File `json:"data"`
}

// isUrl is a helper function that determines whether the given FilePath
// is a remote URL or a local file path.
func isURL(path string) bool {
_, err := url.ParseRequestURI(path)
if err != nil {
return false
}

u, err := url.Parse(path)
if err != nil || u.Scheme == "" || u.Host == "" {
return false
}

return true
}

// CreateFile uploads a jsonl file to GPT3
// FilePath can be either a local file path or a URL.
func (c *Client) CreateFile(ctx context.Context, request FileRequest) (file File, err error) {
var b bytes.Buffer
w := multipart.NewWriter(&b)

var fw io.Writer

err = w.WriteField("purpose", request.Purpose)
if err != nil {
return
}

fw, err = w.CreateFormFile("file", request.FileName)
if err != nil {
return
}

var fileData io.ReadCloser
if isURL(request.FilePath) {
var remoteFile *http.Response
remoteFile, err = http.Get(request.FilePath)
if err != nil {
return
}

defer remoteFile.Body.Close()

// Check server response
if remoteFile.StatusCode != http.StatusOK {
err = fmt.Errorf("error, status code: %d, message: failed to fetch file", remoteFile.StatusCode)
return
}

fileData = remoteFile.Body
} else {
fileData, err = os.Open(request.FilePath)
if err != nil {
return
}
}

_, err = io.Copy(fw, fileData)
if err != nil {
return
}

w.Close()

req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL("/files"), &b)
if err != nil {
return
}

req.Header.Set("Content-Type", w.FormDataContentType())

err = c.sendRequest(req, &file)

return
}

// DeleteFile deletes an existing file.
func (c *Client) DeleteFile(ctx context.Context, fileID string) (err error) {
req, err := http.NewRequestWithContext(ctx, http.MethodDelete, c.fullURL("/files/"+fileID), nil)
if err != nil {
return
}

err = c.sendRequest(req, nil)
return
}

// ListFiles Lists the currently available files,
// and provides basic information about each file such as the file name and purpose.
func (c *Client) ListFiles(ctx context.Context) (files FilesList, err error) {
req, err := http.NewRequestWithContext(ctx, http.MethodGet, c.fullURL("/files"), nil)
if err != nil {
return
}

err = c.sendRequest(req, &files)
return
}

// GetFile Retrieves a file instance, providing basic information about the file
// such as the file name and purpose.
func (c *Client) GetFile(ctx context.Context, fileID string) (file File, err error) {
urlSuffix := fmt.Sprintf("/files/%s", fileID)
req, err := http.NewRequestWithContext(ctx, http.MethodGet, c.fullURL(urlSuffix), nil)
if err != nil {
return
}

err = c.sendRequest(req, &file)
return
}

+ 121
- 0
go-gpt3/image.go 查看文件

@@ -0,0 +1,121 @@
package gogpt

import (
"bytes"
"context"
"encoding/json"
"io"
"mime/multipart"
"net/http"
"os"
"strconv"
)

// Image sizes defined by the OpenAI API.
const (
CreateImageSize256x256 = "256x256"
CreateImageSize512x512 = "512x512"
CreateImageSize1024x1024 = "1024x1024"
)

const (
CreateImageResponseFormatURL = "url"
CreateImageResponseFormatB64JSON = "b64_json"
)

// ImageRequest represents the request structure for the image API.
type ImageRequest struct {
Prompt string `json:"prompt,omitempty"`
N int `json:"n,omitempty"`
Size string `json:"size,omitempty"`
ResponseFormat string `json:"response_format,omitempty"`
User string `json:"user,omitempty"`
}

// ImageResponse represents a response structure for image API.
type ImageResponse struct {
Created int64 `json:"created,omitempty"`
Data []ImageResponseDataInner `json:"data,omitempty"`
}

// ImageResponseData represents a response data structure for image API.
type ImageResponseDataInner struct {
URL string `json:"url,omitempty"`
B64JSON string `json:"b64_json,omitempty"`
}

// CreateImage - API call to create an image. This is the main endpoint of the DALL-E API.
func (c *Client) CreateImage(ctx context.Context, request ImageRequest) (response ImageResponse, err error) {
var reqBytes []byte
reqBytes, err = json.Marshal(request)
if err != nil {
return
}

urlSuffix := "/images/generations"
req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL(urlSuffix), bytes.NewBuffer(reqBytes))
if err != nil {
return
}

err = c.sendRequest(req, &response)
return
}

// ImageEditRequest represents the request structure for the image API.
type ImageEditRequest struct {
Image *os.File `json:"image,omitempty"`
Mask *os.File `json:"mask,omitempty"`
Prompt string `json:"prompt,omitempty"`
N int `json:"n,omitempty"`
Size string `json:"size,omitempty"`
}

// CreateEditImage - API call to create an image. This is the main endpoint of the DALL-E API.
func (c *Client) CreateEditImage(ctx context.Context, request ImageEditRequest) (response ImageResponse, err error) {
body := &bytes.Buffer{}
writer := multipart.NewWriter(body)

// image
image, err := writer.CreateFormFile("image", request.Image.Name())
if err != nil {
return
}
_, err = io.Copy(image, request.Image)
if err != nil {
return
}

// mask
mask, err := writer.CreateFormFile("mask", request.Mask.Name())
if err != nil {
return
}
_, err = io.Copy(mask, request.Mask)
if err != nil {
return
}

err = writer.WriteField("prompt", request.Prompt)
if err != nil {
return
}
err = writer.WriteField("n", strconv.Itoa(request.N))
if err != nil {
return
}
err = writer.WriteField("size", request.Size)
if err != nil {
return
}
writer.Close()
urlSuffix := "/images/edits"
req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL(urlSuffix), body)
if err != nil {
return
}

req.Header.Set("Content-Type", writer.FormDataContentType())
err = c.sendRequest(req, &response)
return
}

+ 50
- 0
go-gpt3/models.go 查看文件

@@ -0,0 +1,50 @@
package gogpt

import (
"context"
"net/http"
)

// Model struct represents an OpenAPI model.
type Model struct {
CreatedAt int64 `json:"created_at"`
ID string `json:"id"`
Object string `json:"object"`
OwnedBy string `json:"owned_by"`
Permission []Permission `json:"permission"`
Root string `json:"root"`
Parent string `json:"parent"`
}

// Permission struct represents an OpenAPI permission.
type Permission struct {
CreatedAt int64 `json:"created_at"`
ID string `json:"id"`
Object string `json:"object"`
AllowCreateEngine bool `json:"allow_create_engine"`
AllowSampling bool `json:"allow_sampling"`
AllowLogprobs bool `json:"allow_logprobs"`
AllowSearchIndices bool `json:"allow_search_indices"`
AllowView bool `json:"allow_view"`
AllowFineTuning bool `json:"allow_fine_tuning"`
Organization string `json:"organization"`
Group interface{} `json:"group"`
IsBlocking bool `json:"is_blocking"`
}

// ModelsList is a list of models, including those that belong to the user or organization.
type ModelsList struct {
Models []Model `json:"data"`
}

// ListModels Lists the currently available models,
// and provides basic information about each model such as the model id and parent.
func (c *Client) ListModels(ctx context.Context) (models ModelsList, err error) {
req, err := http.NewRequestWithContext(ctx, http.MethodGet, c.fullURL("/models"), nil)
if err != nil {
return
}

err = c.sendRequest(req, &models)
return
}

+ 68
- 0
go-gpt3/moderation.go 查看文件

@@ -0,0 +1,68 @@
package gogpt

import (
"bytes"
"context"
"encoding/json"
"net/http"
)

// ModerationRequest represents a request structure for moderation API.
type ModerationRequest struct {
Input string `json:"input,omitempty"`
Model *string `json:"model,omitempty"`
}

// Result represents one of possible moderation results.
type Result struct {
Categories ResultCategories `json:"categories"`
CategoryScores ResultCategoryScores `json:"category_scores"`
Flagged bool `json:"flagged"`
}

// ResultCategories represents Categories of Result.
type ResultCategories struct {
Hate bool `json:"hate"`
HateThreatening bool `json:"hate/threatening"`
SelfHarm bool `json:"self-harm"`
Sexual bool `json:"sexual"`
SexualMinors bool `json:"sexual/minors"`
Violence bool `json:"violence"`
ViolenceGraphic bool `json:"violence/graphic"`
}

// ResultCategoryScores represents CategoryScores of Result.
type ResultCategoryScores struct {
Hate float32 `json:"hate"`
HateThreatening float32 `json:"hate/threatening"`
SelfHarm float32 `json:"self-harm"`
Sexual float32 `json:"sexual"`
SexualMinors float32 `json:"sexual/minors"`
Violence float32 `json:"violence"`
ViolenceGraphic float32 `json:"violence/graphic"`
}

// ModerationResponse represents a response structure for moderation API.
type ModerationResponse struct {
ID string `json:"id"`
Model string `json:"model"`
Results []Result `json:"results"`
}

// Moderations — perform a moderation api call over a string.
// Input can be an array or slice but a string will reduce the complexity.
func (c *Client) Moderations(ctx context.Context, request ModerationRequest) (response ModerationResponse, err error) {
var reqBytes []byte
reqBytes, err = json.Marshal(request)
if err != nil {
return
}

req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL("/moderations"), bytes.NewBuffer(reqBytes))
if err != nil {
return
}

err = c.sendRequest(req, &response)
return
}

+ 104
- 0
go-gpt3/stream.go 查看文件

@@ -0,0 +1,104 @@
package gogpt

import (
"bufio"
"bytes"
"context"
"encoding/json"
"errors"
"fmt"
"io"
"net/http"
)

var (
ErrTooManyEmptyStreamMessages = errors.New("stream has sent too many empty messages")
)

type CompletionStream struct {
emptyMessagesLimit uint
isFinished bool

reader *bufio.Reader
response *http.Response
}

func (stream *CompletionStream) Recv() (response CompletionResponse, err error) {
if stream.isFinished {
err = io.EOF
return
}

var emptyMessagesCount uint

waitForData:
line, err := stream.reader.ReadBytes('\n')
if err != nil {
return
}

var headerData = []byte("data: ")
line = bytes.TrimSpace(line)
if !bytes.HasPrefix(line, headerData) {
emptyMessagesCount++
if emptyMessagesCount > stream.emptyMessagesLimit {
err = ErrTooManyEmptyStreamMessages
return
}

goto waitForData
}

line = bytes.TrimPrefix(line, headerData)
if string(line) == "[DONE]" {
stream.isFinished = true
err = io.EOF
return
}

err = json.Unmarshal(line, &response)
return
}

func (stream *CompletionStream) Close() {
stream.response.Body.Close()
}

// CreateCompletionStream — API call to create a completion w/ streaming
// support. It sets whether to stream back partial progress. If set, tokens will be
// sent as data-only server-sent events as they become available, with the
// stream terminated by a data: [DONE] message.
func (c *Client) CreateCompletionStream(
ctx context.Context,
request CompletionRequest,
) (stream *CompletionStream, err error) {
request.Stream = true
reqBytes, err := json.Marshal(request)
if err != nil {
return
}

urlSuffix := "/completions"
req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.fullURL(urlSuffix), bytes.NewBuffer(reqBytes))
req.Header.Set("Content-Type", "application/json")
req.Header.Set("Accept", "text/event-stream")
req.Header.Set("Cache-Control", "no-cache")
req.Header.Set("Connection", "keep-alive")
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", c.config.authToken))
if err != nil {
return
}

resp, err := c.config.HTTPClient.Do(req) //nolint:bodyclose // body is closed in stream.Close()
if err != nil {
return
}

stream = &CompletionStream{
emptyMessagesLimit: c.config.EmptyMessagesLimit,

reader: bufio.NewReader(resp.Body),
response: resp,
}
return
}

Loading…
取消
儲存