{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4eda7add",
   "metadata": {},
   "source": [
    "# Weaviate"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4956326d",
   "metadata": {},
   "source": [
    "## Ühenduse loomine Weaviate serveriga"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2dbe9e7a",
   "metadata": {},
   "outputs": [],
   "source": [
    "from weaviate_export_import_clean import WeaviateExportImport"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ac2f77bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Ühenduse loomine\n",
    "src_client = WeaviateExportImport.create_client(\"hetzner\", http_port=9020)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "49994031",
   "metadata": {},
   "source": [
    "## Muud käsud"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9201cb41",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Kollektsioonide nimekiri\n",
    "src_client.collections.list_all()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "93b0b0e8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Kustuta kollektsioon\n",
    "src_client.collections.delete(\"ScientificArticle\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ac436417",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Vektori vaatamine\n",
    "results = dst_client.collections.get(\"Article\").query.fetch_objects(\n",
    "    limit=2,\n",
    "    include_vector=True\n",
    ")\n",
    "\n",
    "print(results.objects[1].vector)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c3a7bbbb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Vektori vaatamine\n",
    "results_src = src_client.collections.get(\"Article\").query.fetch_objects(\n",
    "    limit=1,\n",
    "    include_vector=True\n",
    ")\n",
    "\n",
    "results_dst = dst_client.collections.get(\"Article\").query.fetch_objects(\n",
    "    limit=1,\n",
    "    include_vector=True\n",
    ")\n",
    "\n",
    "print(results_src)\n",
    "print(results_dst)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6ccfa014",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Vektori vaatamine\n",
    "results_src = src_client.collections.get(\"DocIngest\").query.fetch_objects(\n",
    "    limit=1,\n",
    "    include_vector=True\n",
    ")\n",
    "\n",
    "results_dst = dst_client.collections.get(\"DocIngest\").query.fetch_objects(\n",
    "    limit=1,\n",
    "    include_vector=True\n",
    ")\n",
    "\n",
    "print(results_src)\n",
    "print(results_dst)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c36921eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "schema = src_client.collections.get(\"Article\").config.get()\n",
    "print(schema)\n",
    "schema = dst_client.collections.get(\"Article\").config.get()\n",
    "print(schema)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "86adec54",
   "metadata": {},
   "source": [
    "## Sulge ühendused"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e654ae89",
   "metadata": {},
   "outputs": [],
   "source": [
    "wei.close_clients()"
   ]
  }
 ],
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