Chat privata sui documenti: Ollama, Qdrant, Open WebUI

Stack docker-compose per una chat privata sui tuoi documenti: Ollama (modello), Qdrant (database vettoriale) e Open WebUI (interfaccia).

Access Medium

• ✓ Read files or data
• ✓ Modify or delete files
• ✓ Send data over the internet
• — Run commands on the machine : No

Services

• Ollama: esegue il modello
• Qdrant: database vettoriale
• Open WebUI: interfaccia di chat e caricamento dei documenti

Ports : 3000 (interfaccia), 11434 (Ollama), 6333 (Qdrant)

1. docker compose up -d 2. Scarica un modello: docker compose exec ollama ollama pull mistral 3. Apri http://localhost:3000, crea l'account amministratore e carica i documenti.

docker-compose.yml

services:
  ollama:
    image: ollama/ollama
    volumes:
      - ollama:/root/.ollama
    ports:
      - "11434:11434"

  qdrant:
    image: qdrant/qdrant
    volumes:
      - qdrant:/qdrant/storage
    ports:
      - "6333:6333"

  open-webui:
    image: ghcr.io/open-webui/open-webui:main
    depends_on: [ollama, qdrant]
    environment:
      - OLLAMA_BASE_URL=http://ollama:11434
      - VECTOR_DB=qdrant
      - QDRANT_URI=http://qdrant:6333
    volumes:
      - open-webui:/app/backend/data
    ports:
      - "3000:8080"

volumes:
  ollama:
  qdrant:
  open-webui:

Estimated cost

Input tokens per call : ≈ 379

Input cost only, excluding the model's answer. Providers' public standard prices (Mistral AI, DeepSeek, OpenAI, Anthropic) converted from USD to euros at the ECB rate of September 29, 2026. Estimate: 1 token ≈ 3.6 characters.

Identifier

contextetech--chat-privata-documenti

Type

Stacks

File

docker-compose.yml

Format

YML

Size

574 bytes

Encoding

UTF-8

Estimated tokens

≈ 159

Language

Italian

License

MIT

Commercial use

Allowed

Personal data

None

Version

1.0

Published on

October 3, 2026 at 5:20 AM

Updated on

October 3, 2026 at 5:20 AM

Storage

in database

Uses

0

Likes

0

docker-compose.yml

services:
  ollama:
    image: ollama/ollama
    volumes:
      - ollama:/root/.ollama
    ports:
      - "11434:11434"

  qdrant:
    image: qdrant/qdrant
    volumes:
      - qdrant:/qdrant/storage
    ports:
      - "6333:6333"

  open-webui:
    image: ghcr.io/open-webui/open-webui:main
    depends_on: [ollama, qdrant]
    environment:
      - OLLAMA_BASE_URL=http://ollama:11434
      - VECTOR_DB=qdrant
      - QDRANT_URI=http://qdrant:6333
    volumes:
      - open-webui:/app/backend/data
    ports:
      - "3000:8080"

volumes:
  ollama:
  qdrant:
  open-webui:

Launch

# enregistrez docker-compose.yml, puis :
docker compose up -d
docker compose ps