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\n", "headline\n", "
\n", "Washington state faces first outbreak of a deadly fungal infection that's on the rise in the U.S.\n", "
\n", "Israel-Hamas war live updates: U.S. readies weeks of retaliatory strikes against Iran-linked targets\n", "
\n", "House to vote on an expanded child tax credit bill\n", "
\n", "Travel costs, staff and ads added up before Ron DeSantis dropped out\n", "
\n", "Victims of Hamas attack in Israel and their families blame Iran in new federal lawsuit\n", "
\n", "Trump meets with Teamsters as he targets Biden support\n", "
\n", "The bipartisan border deal would not allow 5,000 illegal crossings per day, despite what Trump says\n", "
\n", "Machu Picchu tourism suffering after week of protests against new ticketing system\n", "
\n", "FCC moves to criminalize most AI-generated robocalls\n", "
\n", "Civil rights group says N.C. public schools are harming LGBTQ students, violating federal law\n", "
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\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
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\n" ], "text/plain": [ "\u001b[0m┌\u001b[0m\u001b[0m\u001b[0m├\u001b[0m\u001b[0m" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ ".load ./lembed0\n", ".load ../../dist/vec0\n", "\n", "insert into lembed_models(name, model) values\n", " ('default', lembed_model_from_file('all-MiniLM-L6-v2.e4ce9877.q8_0.gguf'));" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "\n", "create virtual table vec_headlines using vec0(\n", " article_id integer primary key,\n", " headline_embedding float[384]\n", ");\n", "\n", "insert into vec_headlines(article_id, headline_embedding)\n", "select\n", " rowid,\n", " lembed(headline)\n", "from articles;" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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"execute_result" } ], "source": [ "select\n", " article_id,\n", " headline_embedding,\n", " vec_to_json(vec_slice(headline_embedding, 0, 8))\n", "from vec_headlines\n", "limit 10;" ] } ], "metadata": { "kernelspec": { "display_name": "Solite", "language": "sql", "name": "solite" }, "language_info": { "file_extension": ".sql", "mimetype": "text/x.sqlite", "name": "sql", "nb_converter": "script", "pygments_lexer": "sql", "version": "TODO" } }, "nbformat": 4, "nbformat_minor": 2 }