在本地使用 Ollama 和 Kibana 测试 DeepSeek R1 的 RAG 功能

ollama run deepseek-r1:7b

ollama ps

mkdir ollama_deepseek
cd ollama_deepseek
mkdir ollama
docker run -d -v ./ollama:/root/.ollama -p 11434:11434 \
--name ollama ollama/ollama

docker exec -it ollama ollama pull deepseek-r1:7b

docker exec -it ollama ollama ps

curl http://localhost:11434/api/generate -d '{
  "model": "deepseek-r1:7b",
  "stream": false,
  "prompt":"Why is Elastic so cool?"
}'

curl http://localhost:11434/v1/chat/completions -d '{
  "model": "deepseek-r1:7b",
  "stream": false,
  "messages": [
    { 
      "role": "system", 
      "content": "You are a helpful AI Assistant that uses the following context to answer questions only use the following context. \n\nContext:  The color of the sky today is purple. "},
    { "role": "user", 
      "content": "What does the sky look like today?" 
    }
  ]
}'

<think> 
Okay, so I need to figure out what the user is asking for here. They provided a context where the sky is described as purple today and then asked about how the sky looks. At first glance, it seems straightforward—maybe they just want confirmation or more details on why the sky is that color.
Wait, but maybe there's something deeper. Purple skies aren't something I encounter every day. It usually happens at certain times of the year, like during sunrise or sunset with the sun setting in pink or orange. Could this be a hint about the time of day? Or perhaps it's just an unusual natural phenomenon? 
I should consider if \"purple\" is a typo. Maybe they meant something else like blue or gray. But since they specifically said purple, I'll go with that. Purple skies can happen when there are atmospheric conditions that scatter light differently, maybe due to pollution or cloud cover affecting the sunset.

So, putting it all together, the user might be looking for an explanation of why today's sky is purple and what that implies about the weather or time of day. Alternatively, they could just want a simple statement confirming that the sky looks purple today.
</think>

The color of the sky today is described as purple. This unusual shade can occur due to atmospheric conditions affecting light scattering, such as during sunrise/sunset with pollution or cloud cover influencing the sunset's hues.

services:
  kibana:
...
   volumes:
      - certs:/usr/share/kibana/config/certs
      - kibanadata:/usr/share/kibana/data
      - kibanaconfig:/usr/share/kibana/config
...
volumes:
  certs:
    driver: local
  esdata01:
    driver: local
  kibanadata:
    driver: local
  kibanaconfig:
    driver: local

## generate some new keys for me and print them to the terminal
docker exec -it kibana_1 bin/kibana-encryption-keys generate

## create a new keystrore
docker exec -it kibana_1 bin/kibana-keystore create
docker exec -it kibana_1 bin/kibana-keystore add xpack.encryptedSavedObjects.encryptionKey

## You'll be prompted to paste in a value

GET /_inference


POST /_inference/text_embedding/.multilingual-e5-small-elasticsearch
{
   "input": "are internet memes about deepseek sound investment advice?"
}

PUT /classic_conspiracies
{
   "mappings": {
       "properties": {
           "content": {
               "type": "text",
               "copy_to": "content_semantic"
           },
           "content_semantic": {
               "type": "semantic_text",
               "inference_id": ".multilingual-e5-small-elasticsearch"
           }
       }
   }
}




POST /classic_conspiracies/_doc/1
{
   "content": "birds aren't real, the government replaced them with drones a long time ago"
}
POST /classic_conspiracies/_doc/2
{
   "content": "tinfoil hats are necessary to prevent our brains from being read"
}
POST /classic_conspiracies/_doc/3
{
   "content": "ancient aliens influenced early human civilizations, this explains why things made out of stone are marginally similar on different continents"
}