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docs/build_configure_run.md
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@ -4,6 +4,82 @@ The `llama` CLI tool helps you setup and use the Llama toolchain & agentic syste
This guides allows you to quickly get started with building and running a Llama Stack server in < 5 minutes! This guides allows you to quickly get started with building and running a Llama Stack server in < 5 minutes!
### TL;DR
Let's imagine you are working with a 8B-Instruct model. We will name our build `8b-instruct` to help us remember the config.
**llama stack build**
```
llama stack build
Enter value for name (required): 8b-instruct
Enter value for distribution (default: local) (required):
Enter value for api_providers (optional):
Enter value for image_type (default: conda) (required):
...
Build spec configuration saved at ~/.llama/distributions/local/docker/8b-instruct-build.yaml
```
**llama stack configure**
```
$ llama stack configure ~/.llama/distributions/local/docker/8b-instruct-build.yaml
Configuring API: inference (meta-reference)
Enter value for model (default: Meta-Llama3.1-8B-Instruct) (required):
Enter value for quantization (optional):
Enter value for torch_seed (optional):
Enter value for max_seq_len (required): 4096
Enter value for max_batch_size (default: 1) (required):
Configuring API: memory (meta-reference-faiss)
Configuring API: safety (meta-reference)
Do you want to configure llama_guard_shield? (y/n): n
Do you want to configure prompt_guard_shield? (y/n): n
Configuring API: agentic_system (meta-reference)
Enter value for brave_search_api_key (optional):
Enter value for bing_search_api_key (optional):
Enter value for wolfram_api_key (optional):
Configuring API: telemetry (console)
YAML configuration has been written to ~/.llama/builds/local/docker/8b-instruct-build.yaml
```
**llama stack run**
```
llama stack run ~/.llama/builds/local/docker/8b-instruct-build.yaml
...
Serving POST /inference/chat_completion
Serving POST /inference/completion
Serving POST /inference/embeddings
Serving POST /memory_banks/create
Serving DELETE /memory_bank/documents/delete
Serving DELETE /memory_banks/drop
Serving GET /memory_bank/documents/get
Serving GET /memory_banks/get
Serving POST /memory_bank/insert
Serving GET /memory_banks/list
Serving POST /memory_bank/query
Serving POST /memory_bank/update
Serving POST /safety/run_shields
Serving POST /agentic_system/create
Serving POST /agentic_system/session/create
Serving POST /agentic_system/turn/create
Serving POST /agentic_system/delete
Serving POST /agentic_system/session/delete
Serving POST /agentic_system/session/get
Serving POST /agentic_system/step/get
Serving POST /agentic_system/turn/get
Serving GET /telemetry/get_trace
Serving POST /telemetry/log_event
Listening on :::5000
INFO: Started server process [3403915]
INFO: Waiting for application startup.
INFO: Application startup complete.
INFO: Uvicorn running on http://[::]:5000 (Press CTRL+C to quit)
```
### Step 0. Prerequisites ### Step 0. Prerequisites
You first need to have models downloaded locally. You first need to have models downloaded locally.