parent
0534d08300
commit
a116d886fb
@ -0,0 +1,65 @@
|
||||
# RAG Chatbot Server
|
||||
|
||||
* This server is currently used to host a conversational RAG (Retrieval Augmented Generation) Chatbot.
|
||||
|
||||
* It is currently set up to use OpenAI or vLLM (or other OpenAI compatible APIs such as available via LMStudio or Ollama).
|
||||
|
||||
* Support for Metal is also available if configured in the .env file via the USE_METAL environment variable, but this doesn't apply when using vLLM.
|
||||
|
||||
* Switching from vLLM to another host like Olama requires commenting/uncommenting some code at this time, but will be dynamic later.
|
||||
|
||||
* Support for all the Swarms models will be added but currently the prompts are designed for Llama 2 and 3. Some work needs to be done to support other prompt formats and models that are not compatible with Llama, such as ChatGPT.
|
||||
|
||||
# Running vLLM
|
||||
|
||||
Running vLLM in a docker container saves a lot of trouble. Use dockerRunVllm.sh to set up and start vLLM. This command will allow you to control vLLM using docker commands:
|
||||
|
||||
`docker stop vllm`
|
||||
|
||||
`docker start vllm`
|
||||
|
||||
`docker attach vllm`
|
||||
|
||||
Run the dockerRunVllm.sh command again to get a fresh copy of the latest vLLM docker image (you will be prompted to rename or remove the existing one if the name is the same.)
|
||||
|
||||
#Starting the Chatbot API Server
|
||||
|
||||
In order to start the server you have to run uvicorn or FastAPI CLI or use the following launch.json in VSCode/Cursor or whatever to debug it.
|
||||
|
||||
## Start server with uvicorn
|
||||
|
||||
Run the following shell cmd:
|
||||
|
||||
`uvicorn swarms.server.server:app --port 8888`
|
||||
|
||||
To debug using uvicorn use this launch.json configuration:
|
||||
|
||||
`"configurations": [
|
||||
{
|
||||
"name": "Python: FastAPI",
|
||||
"type": "debugpy",
|
||||
"request": "launch",
|
||||
"module": "uvicorn",
|
||||
"args": [
|
||||
"swarms.server.server:app", // Use dot notation for module path
|
||||
"--reload",
|
||||
"--port",
|
||||
"8888"
|
||||
],
|
||||
"jinja": true,
|
||||
"justMyCode": true,
|
||||
"env": {
|
||||
"PYTHONPATH": "${workspaceFolder}/swarms"
|
||||
}
|
||||
}
|
||||
]
|
||||
`
|
||||
## Start server using FastAPI CLI
|
||||
|
||||
You can run the Chatbot server in production mode using FastAPI CLI:
|
||||
|
||||
`fastapi run swarms/server/server.py --port 8888'
|
||||
|
||||
To run in dev mode use this command:
|
||||
|
||||
`fastapi dev swarms/server/server.py --port 8888'
|
Loading…
Reference in new issue