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Signed-off-by: Kay Yan <kay.yan@daocloud.io>
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|---|---|---|
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@@ -314,6 +314,7 @@ Active: | |
| Unused: | ||
| > openai | ||
| > localai | ||
| > ollama | ||
| > azureopenai | ||
| > cohere | ||
| > amazonbedrock | ||
|
|
||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,102 @@ | ||
| /* | ||
| Copyright 2023 The K8sGPT Authors. | ||
| 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. | ||
| */ | ||
|
|
||
| package ai | ||
|
|
||
| import ( | ||
| "context" | ||
| "errors" | ||
| "net/http" | ||
| "net/url" | ||
|
|
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| ollama "github.com/ollama/ollama/api" | ||
| ) | ||
|
|
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| const ollamaClientName = "ollama" | ||
|
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| type OllamaClient struct { | ||
| nopCloser | ||
|
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| client *ollama.Client | ||
| model string | ||
| temperature float32 | ||
| topP float32 | ||
| } | ||
|
|
||
| const ( | ||
| defaultBaseURL = "http://localhost:11434" | ||
| defaultModel = "llama3" | ||
| ) | ||
|
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| func (c *OllamaClient) Configure(config IAIConfig) error { | ||
| baseURL := config.GetBaseURL() | ||
| if baseURL == "" { | ||
| baseURL = defaultBaseURL | ||
| } | ||
| baseClientURL, err := url.Parse(baseURL) | ||
| if err != nil { | ||
| return err | ||
| } | ||
|
|
||
| proxyEndpoint := config.GetProxyEndpoint() | ||
| httpClient := http.DefaultClient | ||
| if proxyEndpoint != "" { | ||
| proxyUrl, err := url.Parse(proxyEndpoint) | ||
| if err != nil { | ||
| return err | ||
| } | ||
| transport := &http.Transport{ | ||
| Proxy: http.ProxyURL(proxyUrl), | ||
| } | ||
|
|
||
| httpClient = &http.Client{ | ||
| Transport: transport, | ||
| } | ||
| } | ||
|
|
||
| c.client = ollama.NewClient(baseClientURL, httpClient) | ||
| if c.client == nil { | ||
| return errors.New("error creating Ollama client") | ||
| } | ||
| c.model = config.GetModel() | ||
| if c.model == "" { | ||
| c.model = defaultModel | ||
| } | ||
| c.temperature = config.GetTemperature() | ||
| c.topP = config.GetTopP() | ||
| return nil | ||
| } | ||
| func (c *OllamaClient) GetCompletion(ctx context.Context, prompt string) (string, error) { | ||
| req := &ollama.GenerateRequest{ | ||
| Model: c.model, | ||
| Prompt: prompt, | ||
| Stream: new(bool), | ||
| Options: map[string]interface{}{ | ||
| "temperature": c.temperature, | ||
| "top_p": c.topP, | ||
| }, | ||
| } | ||
| completion := "" | ||
| respFunc := func(resp ollama.GenerateResponse) error { | ||
| completion = resp.Response | ||
| return nil | ||
| } | ||
| err := c.client.Generate(ctx, req, respFunc) | ||
| if err != nil { | ||
| return "", err | ||
| } | ||
| return completion, nil | ||
| } | ||
| func (a *OllamaClient) GetName() string { | ||
| return ollamaClientName | ||
| } |