mirror of
https://github.com/hwchase17/langchain
synced 2024-11-06 03:20:49 +00:00
0175906437
**Description:** This template utilizes Chroma and TGI (Text Generation Inference) to execute RAG on the Intel Xeon Scalable Processors. It serves as a demonstration for users, illustrating the deployment of the RAG service on the Intel Xeon Scalable Processors and showcasing the resulting performance enhancements. **Issue:** None **Dependencies:** The template contains the poetry project requirements to run this template. CPU TGI batching is WIP. **Twitter handle:** None --------- Signed-off-by: lvliang-intel <liang1.lv@intel.com> Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com> Co-authored-by: Bagatur <baskaryan@gmail.com>
63 lines
1.2 KiB
Plaintext
63 lines
1.2 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "681a5d1e",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Connect to RAG App\n",
|
|
"\n",
|
|
"Assuming you are already running this server:\n",
|
|
"```bash\n",
|
|
"langserve start\n",
|
|
"```"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "d774be2a",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"from langserve.client import RemoteRunnable\n",
|
|
"\n",
|
|
"gaudi_rag = RemoteRunnable(\"http://localhost:8000/intel-rag-xeon\")\n",
|
|
"\n",
|
|
"print(gaudi_rag.invoke(\"What was Nike's revenue in 2023?\"))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "07ae0005",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"print(gaudi_rag.invoke(\"How many employees work at Nike?\"))"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.10.6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|