/* 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" ollama "github.com/ollama/ollama/api" ) const ollamaClientName = "ollama" type OllamaClient struct { nopCloser client *ollama.Client model string temperature float32 topP float32 } const ( defaultBaseURL = "http://localhost:11434" defaultModel = "llama3" ) 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 }