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ai:ollama-openwebui [2024/07/10 20:00] – Wulf Rajekai:ollama-openwebui [2024/08/08 17:31] (current) – Wulf Rajek
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 ====== Ollama Open-Webui ====== ====== Ollama Open-Webui ======
 +
 +Note: You should have at least 8 GB of RAM available to run the 7B models, 16 GB to run the 13B models, and 32 GB to run the 33B models.
  
 Notes only for now: Notes only for now:
Line 19: Line 21:
  
 <code - docker-ollama.yml> <code - docker-ollama.yml>
 +name: ollama
 services: services:
   ollama:   ollama:
Line 40: Line 43:
  
 <code - docker-openwebui.yml> <code - docker-openwebui.yml>
 +name: open-webui
 services: services:
   open-webui:   open-webui:
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     environment:     environment:
       - WEBUI_NAME=CustomGPTName       - WEBUI_NAME=CustomGPTName
 +      - TZ=Europe/London
 +      - RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE=True # allow sentencetransformers to execute code like for alibaba-nlp/gte-large-en-v1.5
 +
 </code> </code>
  
 <code - docker-openedai-speech.yml> <code - docker-openedai-speech.yml>
 +name: openedai-speech
 services: services:
   openedai-speech:   openedai-speech:
Line 95: Line 103:
  
 <code - docker-pipelines.yml> <code - docker-pipelines.yml>
 +name: pipelines
 services: services:
   pipelines:   pipelines:
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             capabilities: [gpu]             capabilities: [gpu]
 </code> </code>
 +
 +https://zohaib.me/extending-openwebui-using-pipelines/
 +
  
 Under settings->connections set: Under settings->connections set:
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 <code - docker-faster-whisper-server.yml> <code - docker-faster-whisper-server.yml>
 +name: faster-whisper-server
 services: services:
   faster-whisper-server-cuda:   faster-whisper-server-cuda:
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-NOTE: speech to text requires https connection to open-webui as browsers do not have access to microphone on http connection!+NOTE: speech to text requires https connection to open-webui as browsers do not have access to microphone on http connection! 
  
 <code> <code>
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 </code> </code>
 <code - /opt/docker-ssl-proxy/proxy_ssl.conf> <code - /opt/docker-ssl-proxy/proxy_ssl.conf>
 +server {
 +  listen 80;
 +  server_name _;
 +  return 301 https://$host$request_uri;
 +}
 server { server {
   listen 443 ssl;   listen 443 ssl;
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   ssl_certificate_key /etc/nginx/conf.d/key.pem;   ssl_certificate_key /etc/nginx/conf.d/key.pem;
   location / {   location / {
-     proxy_pass http://host.docker.internal:80;+     proxy_pass http://host.docker.internal:3000;
   }   }
 } }
 </code> </code>
  
-<code - docker-ssl-proxy.yml> +<code - docker-ssl-proxy.yml> 
 +name: nginx-proxy
 services: services:
   nginx-proxy:   nginx-proxy:
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     container_name: nginx-proxy     container_name: nginx-proxy
     ports:     ports:
 +      - 80:80
       - 443:443       - 443:443
     volumes:     volumes:
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 <code> <code>
 docker exec -ti ollama ollama pull imagename:tag docker exec -ti ollama ollama pull imagename:tag
 +</code>
 +
 +To update all previously pulled ollama models, use this bash script:
 +<code bash update-ollama-models.sh> 
 +#!/bin/bash
 +
 +docker exec -ti ollama ollama list | tail -n +2 | awk '{print $1}' | while read -r model; do
 +  echo "Updating model: $model..."
 +  docker exec -t ollama ollama pull $model
 +  echo "--"
 +done
 +echo "All models updated."
 </code> </code>
  
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 </code> </code>
  
-docker install - WSL2 backend +Create the respective docker volumes folder: 
-cmd line +<code> 
 +# p/Docker_Volumes = P:\Docker_Volumes 
 +mkdir P:\Docker_Volumes 
 +</code> 
 + 
 +# docker install - choose the WSL2 backend 
 +# cmd line  
 <code> <code>
 docker compose -f docker-openwebui.yml up -d docker compose -f docker-openwebui.yml up -d
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 </code> </code>
  
-mkdir + 
-p/Docker_Volumes = P:\Docker_Volumes+to update all ollama models on windows, use this powershell command - adjust for the hostname/ip ollama is running on: 
 +<code powershell> 
 +(Invoke-RestMethod http://localhost:11434/api/tags).Models.Name.ForEach{ ollama pull $_ } 
 + 
 +#or if in docker 
 +(Invoke-RestMethod http://localhost:11434/api/tags).Models.Name.ForEach{ docker exex -t ollama ollama pull $_ } 
 +</code> 
 + 
 + 
 +====== Curl OpenAI API test ====== 
 + 
 +<code> 
 +curl http://localhost:11434/v1/chat/completions \ 
 +    -H "Content-Type: application/json" \ 
 +    -d '{ 
 +        "model": "llama3", 
 +        "messages": [ 
 +            { 
 +                "role": "system", 
 +                "content": "You are a helpful assistant." 
 +            }, 
 +            { 
 +                "role": "user", 
 +                "content": "Hello!" 
 +            } 
 +        ] 
 +    }' 
 +{"id":"chatcmpl-957","object":"chat.completion","created":1722601457,"model":"llama3","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"Hi there! It's great to meet you! I'm here to help with any questions or tasks you might have. What brings you to this virtual space today? Are you looking for recommendations, seeking answers to a specific question, or maybe looking for some inspiration? Let me know, and I'll do my best to assist you."},"finish_reason":"stop"}],"usage":{"prompt_tokens":23,"completion_tokens":68,"total_tokens":91}} 
 +</code> 
ai/ollama-openwebui.1720638007.txt.gz · Last modified: by Wulf Rajek