examples/04_embeddings.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "\n",
    "sys.path.append(\"..\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from aurelio_sdk import AurelioClient\n",
    "import os\n",
    "\n",
    "client = AurelioClient(api_key=os.environ[\"AURELIO_API_KEY\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Create embeddings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "response = client.embedding(input=\"Hello world\", model=\"bm25\")\n",
    "\n",
    "print(response.model_dump_json(indent=2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Multiple inputs\n",
    "response = client.embedding(input=[\"Hello world\", \"Hello world\"], model=\"bm25\")\n",
    "print(response.model_dump_json(indent=2))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Async client"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from aurelio_sdk import AsyncAurelioClient\n",
    "import os\n",
    "\n",
    "async_client = AsyncAurelioClient(api_key=os.environ[\"AURELIO_API_KEY\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "response = await async_client.embedding(input=\"Hello world\", model=\"bm25\")\n",
    "print(response.model_dump_json(indent=2))"
   ]
  }
 ],
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