// Gemini Chat Complete: Iput a prompt and get the response string.
func GeminiChatComplete(req string) string {
	ctx := context.Background()
	client, err := genai.NewClient(ctx, option.WithAPIKey(geminiKey))
	if err != nil {
		log.Fatal(err)
	}
	defer client.Close()
	model := client.GenerativeModel("gemini-pro")
	cs := model.StartChat()

	send := func(msg string) *genai.GenerateContentResponse {
		fmt.Printf("== Me: %s\n== Model:\n", msg)
		res, err := cs.SendMessage(ctx, genai.Text(msg))
		if err != nil {
			log.Fatal(err)
		}
		return res
	}

	res := send(req)
	return printResponse(res)
}

func printResponse(resp *genai.GenerateContentResponse) string {
	var ret string
	for _, cand := range resp.Candidates {
		for _, part := range cand.Content.Parts {
			ret = ret + fmt.Sprintf("%v", part)
			fmt.Println(part)
		}
	}
	fmt.Println("---")
	return ret + "\n---"
}

func GeminiImage(imgData []byte) (string, error) {
	ctx := context.Background()
	client, err := genai.NewClient(ctx, option.WithAPIKey(geminiKey))
	if err != nil {
		log.Fatal(err)
	}
	defer client.Close()

	model := client.GenerativeModel("gemini-pro-vision")
	prompt := []genai.Part{
		genai.ImageData("png", imgData),
		genai.Text("Describe this image with scientific detail, reply in zh-TW:"),
	}
	log.Println("Begin processing image...")
	resp, err := model.GenerateContent(ctx, prompt...)
	log.Println("Finished processing image...", resp)
	if err != nil {
		log.Fatal(err)
		return "", err
	}

	return printResponse(resp), nil
}

curl https://ollama.ai/install.sh | sh

ollama run llama2

➜  Documents ollama run llama2
pulling manifest
pulling 22f7f8ef5f4c... 100% ▕██████████████████████████████████████████████████████████████████████████████████▏ 3.8 GB
pulling 8c17c2ebb0ea... 100% ▕██████████████████████████████████████████████████████████████████████████████████▏ 7.0 KB
pulling 7c23fb36d801... 100% ▕██████████████████████████████████████████████████████████████████████████████████▏ 4.8 KB
pulling 2e0493f67d0c... 100% ▕██████████████████████████████████████████████████████████████████████████████████▏   59 B
pulling 2759286baa87... 100% ▕██████████████████████████████████████████████████████████████████████████████████▏  105 B
pulling 5407e3188df9... 100% ▕██████████████████████████████████████████████████████████████████████████████████▏  529 B
verifying sha256 digest
writing manifest
removing any unused layers
success

# 寫一首詩，但是他看不太懂：
>>> write me a potry
Sure, I'd be happy to write a short story for you! Can you give me some details on what you would like the story to be about? For example,
is it a romance, a mystery, a sci-fi adventure, or something else entirely? And how long would you like the story to be?


# 用中文問也是可以，但是回答會是英文：
>>> 寫一個笑話給我
Of course! Here's a short humorous story for you:

One day, a man walked into a library and asked the librarian, "Do you have any books on Pavlov's dogs and Schrödinger's cat?"

The librarian replied, "It rings a bell, but I'm not sure if it's here or not."


# 強迫要他回覆中文，看起來還可以：
➜  ollama-go ollama run llama2
>>> 寫一首詩給我，  reply in zh_tw
 Of course, I'd be happy to write a poem for you! Here it is:

紅色的陽光在天上照亮，
顯示出世界的美好。
每一個人都有自己的story，
filled with laughter, tears, and glory.

在沒有你的時候，我們會繁榮；
在你回來的時候，我們會歡喜。
你是我們的家，是我們的心靈伴侶，
不管 WHERE 你去，我們都会等你回來。

I hope you like it! Let me know if you have any requests or preferences for the poem.

curl http://localhost:11434/api/generate -d '{
  "model": "llama2",
  "prompt": "very briefly, tell me the difference between a comet and a meteor",
  "stream": false
}'
------
{"model":"llama2","created_at":"2023-12-11T14:41:36.760949Z","response":"\nSure! Here's the difference between a comet and a meteor:\n\nComets are icy bodies that originate from the outer reaches of the solar system. They are composed of dust, ice, and rock, and they have a long, elliptical orbit around the sun. When a comet approaches the inner solar system, the sun's heat causes the comet to release gas and dust, creating a bright tail that can be seen from Earth.\n\nMeteors, on the other hand, are small rocks or pieces of debris that enter Earth's atmosphere. As they travel through the atmosphere, they burn up due to friction with the air, producing a bright streak of light in the sky, commonly known as a shooting star. The remains of the meteoroid can sometimes survive entry into the atmosphere and land on Earth as a meteorite.\n\nSo, while both comets and meteors are objects in space, the key difference is that comets are icy bodies that originate from outside the solar system, while meteors are small rocks or pieces of debris that originate from within the solar system (primarily from asteroids).","done":true,"context":.......}

package main

import (
	"context"
	"fmt"
	"log"

	"github.com/tmc/langchaingo/llms"
	"github.com/tmc/langchaingo/llms/ollama"
	"github.com/tmc/langchaingo/schema"
)

func main() {
	llm, err := ollama.NewChat(ollama.WithLLMOptions(ollama.WithModel("llama2")))
	if err != nil {
		log.Fatal(err)
	}
	ctx := context.Background()
	completion, err := llm.Call(ctx, []schema.ChatMessage{
		schema.SystemChatMessage{Content: "Give a precise answer to the question based on the context. Don't be verbose."},
		schema.HumanChatMessage{Content: "What would be a good company name a company that makes colorful socks? Give me 3 examples."},
	}, llms.WithStreamingFunc(func(ctx context.Context, chunk []byte) error {
		fmt.Print(string(chunk))
		return nil
	}),
	)
	if err != nil {
		log.Fatal(err)
	}

	fmt.Println(completion)
}

export
 
declare -x GREETING_MESSAGE="Hello Anna"     ①
declare -x HOME="/"
declare -x HOSTid="greeting-demo-deployment-5664ffb8c6-2pstn"
...

mount | grep tmpfs
 
tmpfs on /dev type tmpfs (rw,nosuid,size=65536k,mode=755)
tmpfs on /sys/fs/cgroup type tmpfs (ro,nosuid,nodev,noexec,relatime,mode=755)
tmpfs on /etc/sec type tmpfs (ro,relatime) /   ①
...
 
ls /etc/sec                                    ②
 
greeting.message
 
cat /etc/sec/greeting.message                  ③
 
Hello Anna

FROM python:3.11.4-slim-bullseye as install-browser

RUN apt-get update \
    && apt-get satisfy -y \
    "chromium, chromium-driver (>= 115.0)" \
    && chromium --version && chromedriver --version

......

EXPOSE 8000
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]

CMD uvicorn main:app --host 0.0.0.0 --port  $PORT

from backend.server import app
import os
port = int(os.environ.get("PORT", 5000))

if __name__ == "__main__":
    import uvicorn

    uvicorn.run(app, host="0.0.0.0", port=port)

build:
  docker:
    web: Dockerfile

{
    "name": "GPT Researcher",
    "description": "GPT Researcher is an autonomous agent designed for comprehensive online research on a variety of tasks.",
    "env": {
        "TAVILY_API_KEY": {
            "description": "The API key for Tavily service",
            "required": true
        },
        "OPENAI_API_KEY": {
            "description": "The API key for OpenAI service",
            "required": true
        }
    },
    "stack": "container",
    "formation": {
        "web": {
            "quantity": 1
        }
    }
}