mirror of
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113 lines
4.0 KiB
YAML
113 lines
4.0 KiB
YAML
# An example of using docker-compose to start a cluster with observability enabled.
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# For simplicity, we use chatgpt_proxyllm as the model for the worker, and we build a new docker image named eosphorosai/dbgpt-openai:latest.
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# How to build the image:
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# run `bash ./docker/base/build_proxy_image.sh` in the root directory of the project.
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# If you want to use other pip index url, you can run command with `--pip-index-url` option.
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# For example, `bash ./docker/base/build_proxy_image.sh --pip-index-url https://pypi.tuna.tsinghua.edu.cn/simple`
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#
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# How to start the cluster:
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# 1. run `cd docker/compose_examples/observability`
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# 2. run `OPENAI_API_KEY="{your api key}" OPENAI_API_BASE="https://api.openai.com/v1" docker compose up -d`
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# Note: Make sure you have set the environment variables OPENAI_API_KEY.
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version: '3.10'
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services:
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jaeger:
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image: jaegertracing/all-in-one:1.58
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restart: unless-stopped
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networks:
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- dbgptnet
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ports:
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# serve frontend
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- "16686:16686"
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# accept jaeger.thrift over Thrift-compact protocol (used by most SDKs)
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- "6831:6831"
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# accept OpenTelemetry Protocol (OTLP) over HTTP
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- "4318:4318"
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# accept OpenTelemetry Protocol (OTLP) over gRPC
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- "4317:4317"
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- "14268:14268"
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environment:
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- LOG_LEVEL=debug
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- SPAN_STORAGE_TYPE=badger
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- BADGER_EPHEMERAL=false
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- BADGER_DIRECTORY_VALUE=/badger/data
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- BADGER_DIRECTORY_KEY=/badger/key
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volumes:
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# Set the uid and gid to the same as the user in the container
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- jaeger-badger:/badger:uid=10001,gid=10001
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user: root
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controller:
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image: eosphorosai/dbgpt-openai:latest
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command: dbgpt start controller
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restart: unless-stopped
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environment:
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- TRACER_TO_OPEN_TELEMETRY=True
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- OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=http://jaeger:4317
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- DBGPT_LOG_LEVEL=DEBUG
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volumes:
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- ../../../:/app
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networks:
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- dbgptnet
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llm-worker:
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image: eosphorosai/dbgpt-openai:latest
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command: dbgpt start worker --model_type proxy --model_name chatgpt_proxyllm --model_path chatgpt_proxyllm --proxy_server_url ${OPENAI_API_BASE}/chat/completions --proxy_api_key ${OPENAI_API_KEY} --controller_addr http://controller:8000
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environment:
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# Your real openai model name, e.g. gpt-3.5-turbo, gpt-4o
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- PROXYLLM_BACKEND=gpt-3.5-turbo
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- TRACER_TO_OPEN_TELEMETRY=True
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- OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=http://jaeger:4317
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- DBGPT_LOG_LEVEL=DEBUG
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depends_on:
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- controller
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volumes:
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- ../../../:/app
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restart: unless-stopped
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networks:
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- dbgptnet
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ipc: host
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embedding-worker:
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image: eosphorosai/dbgpt-openai:latest
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command: dbgpt start worker --worker_type text2vec --model_name proxy_http_openapi --model_path proxy_http_openapi --proxy_server_url ${OPENAI_API_BASE}/embeddings --proxy_api_key ${OPENAI_API_KEY} --controller_addr http://controller:8000
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environment:
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- proxy_http_openapi_proxy_backend=text-embedding-3-small
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- TRACER_TO_OPEN_TELEMETRY=True
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- OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=http://jaeger:4317
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- DBGPT_LOG_LEVEL=DEBUG
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depends_on:
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- controller
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volumes:
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- ../../../:/app
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restart: unless-stopped
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networks:
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- dbgptnet
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ipc: host
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webserver:
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image: eosphorosai/dbgpt-openai:latest
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command: dbgpt start webserver --light --remote_embedding --controller_addr http://controller:8000
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environment:
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- LLM_MODEL=chatgpt_proxyllm
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- EMBEDDING_MODEL=proxy_http_openapi
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- TRACER_TO_OPEN_TELEMETRY=True
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- OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=http://jaeger:4317
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depends_on:
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- controller
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- llm-worker
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- embedding-worker
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volumes:
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- ../../../:/app
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- dbgpt-data:/app/pilot/data
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- dbgpt-message:/app/pilot/message
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ports:
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- 5670:5670/tcp
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restart: unless-stopped
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networks:
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- dbgptnet
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volumes:
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dbgpt-data:
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dbgpt-message:
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jaeger-badger:
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networks:
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dbgptnet:
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driver: bridge
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name: dbgptnet |