From f9df0f4700eba6e22533ed87ced4ef0d49d128ff Mon Sep 17 00:00:00 2001 From: Vadym Barda Date: Wed, 9 Oct 2024 09:46:59 -0400 Subject: [PATCH] docs: update many tools how-to chart (#2059) --- docs/docs/how-tos/many-tools.ipynb | 19 ++++++++----------- 1 file changed, 8 insertions(+), 11 deletions(-) diff --git a/docs/docs/how-tos/many-tools.ipynb b/docs/docs/how-tos/many-tools.ipynb index 56bb77cf0..6ac1de994 100644 --- a/docs/docs/how-tos/many-tools.ipynb +++ b/docs/docs/how-tos/many-tools.ipynb @@ -64,7 +64,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "360d7ff6", "metadata": {}, "outputs": [], @@ -114,7 +114,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 3, "id": "da30c3f1-127f-4828-8609-94e16719f0be", "metadata": {}, "outputs": [], @@ -186,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 4, "id": "435b0201-7296-4617-abf8-2c757a71f6b5", "metadata": {}, "outputs": [], @@ -224,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 6, "id": "d319fea9-e8ae-4763-a785-b2bf72239ae4", "metadata": {}, "outputs": [], @@ -280,10 +280,7 @@ "tool_node = ToolNode(tools=tools)\n", "builder.add_node(\"tools\", tool_node)\n", "\n", - "builder.add_conditional_edges(\n", - " \"agent\",\n", - " tools_condition,\n", - ")\n", + "builder.add_conditional_edges(\"agent\", tools_condition, path_map=[\"tools\", \"__end__\"])\n", "builder.add_edge(\"tools\", \"agent\")\n", "builder.add_edge(\"select_tools\", \"agent\")\n", "builder.add_edge(START, \"select_tools\")\n", @@ -292,13 +289,13 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 7, "id": "35cab3b2-4d03-4cb5-ba10-f7d3a5ad5244", "metadata": {}, "outputs": [ { "data": { - "image/jpeg": 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S5vO8AgOIW3bPBHRFzQ8OkJ8DFNgIZzairyTSukjm5i/tWzF3aCTmc484dzeMevVdP2BtDO0dPpZ+EdNhp7bb72TXbD5jZby8swndIZQ8BrQHB+4A27lc2RdsbRZi8dVpxyTTR14mQtkszOmlcGgAF73Eue47dXEkk9StEcUdF1NR+yk4dOsZDMUzJgsodsflbFUbxSViABG9u2/OeYD34a3m35Rtf36U1xg+TH6VzmnMfp+sxkVStlcTbvWWNDRvzz+3Wl55tzuRvsQDvtufuY4S0uImJxjOIUNHN5bHSySVruHbZxvZB42IYWzukALQA4c5DthuOis6dA03qS1nNXYzjVq+bWub07f0Zdt1cPRx90wVK7K1WOZkk0PvZu1c8k9oHDlIDdlww+UzvGqbXuYy+rM3o5+nsXQloUcPedUirPlx7Lb7E7R/4wL3lobJu0NjI233K3PqjgFoLWefdmczp6O7fkEQnJsTMitCP/w+3ia8Mn5dgB2jXdAAuzWvArQ3ELLDJ57AtuXTC2tI+OzNAJ4mklsczY3tbKwEnZsgcOvcpmyNL8LNQ5/iNrezmGWI8XqjNcKsXYjtPj8SK1JLb5ZeX8EPIdt5lcvY33rOKt5nSuorOpma3o1as+RqZ/KHIQSB3O0Wqcu5+1yODt2+LyloHKNuuxczwn0ln8xUyt3CQPv1cfLiopYnPi2qSNLXwFrCA5mznbNIIaTuNj1XDQPCPSfDF92TTmLNOe6GNnsTWprMr2s35GdpK97g1u52aDsNzsEiJiRcFFYj75cn6oH0ylVFYj75cn6oH0y3x/CvyWF4REXkoIiICIiAiIgIiICIiAiIgi9VfBjMfoc38hVe0z8HMV+iRfyBXGxBHagkhlbzxSNLHtPlBGxCocNXP6Zrw45mFmzleuxsUNypZhY57ANm9o2V7dn7DY7Eg9/TflHoZPMVUTRe03vpm3yy1xZOooTwtn/kbk/Sqfr08LZ/5G5P0qn69b+T8UeqniWTaKE8LZ/5G5P0qn69PC2f+RuT9Kp+vTk/FHqp4lk2ihPC2f8Akbk/Sqfr08LZ/wCRuT9Kp+vTk/FHqp4lk2iqWF1vkNQ+3/aGlMpP7RtyUrH2+q3kmZtzN6zDfbcdR0+dV/P8dsbpbX+E0Vl8Tcx+pc1EZcfSnsVWicBxaAJO15A4kEBpcCSNgD0Tk/FHqp4lmzUUJ4Wz/wAjcn6VT9enhbP/ACNyfpVP16cn4o9VPEsm0UJ4Wz/yNyfpVP16eFs/8jcn6VT9enJ+KPVTxLJtRWI++XJ+qB9Munwrnz/8m5MfltU9vplM6YwlyPIWcxk44692eJleOrE/nEETXOd1d0Be4u3Ow2GzQN9uYyq2HRVeY0xbRMT8FrLKiIvJYiIiAiIgIiICIiAiIgIiICIiAiIgIiICIiDX3CAbe7bpt/Se75NvwPmC8u+zf9ilr/j/AMXsXmcA7F4zAYrABsmVyl0QxtlbPI5zAGhzw4NcHcxaGbA+MD0XqHg8Nvdv0I31RePUbfgLYJAcCCAQehBQVLhLpzJ6S4c4HEZfVL9a3qtfldn5IhG64wuJjcQHP32YWt5uYl3LuTuVblXNGTR1YbuDEmMZJiJva8dPFxmJlWqRzVozH3NIiLG+L4p5SQGjxW2NAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQa84OkH3cbHf+lF7ybfgLYa17wf5v6bcxcf6T3tuYeTxO75lsJBXKU4HEPMV226B/92U5n1I4trbCZbLRJI/+tG4N5WjyGOTzqxquaatNyud1FehvVLtZlhlBja8HK+F0LT2jHyH35Ej39B0b1HfzKxoCIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIq/kOIWmMTbkq3NQ4ytZjPK+GW2wPYfMRvuD+VY32VNHfKjE+mR/Wt8ZPjTF4ondK2nYtKwM7qDF6WxU+UzOSqYjGwcva3L87YIY+Zwa3me4gDdxAG57yAoX7KmjvlRifTI/rVc4jZnh3xO0LnNK5fUmIkx+VqvrSf8AFxksJHivHXva4NcPnaFebY3YndK5s7EFwM4oaLzOW1Ti8dq7BXsne1Hemq0q2ShkmsM5Wu542NeS9vK1x3A22aT5FtjUOfo6Vwd3L5OcVqFOIyzSlrnbAeZrQXOJ7gGgkkgAEnZfn17ATgxh+FevdVas1nlsZUyGMmlxOIE1lgEg7pbMe56tc3ZrXDoQ969p5bizpexnMTRrawq02tc+5YkhdE+KWJg5exdI7owudIxw28YiN22w3Kc2xuxO6TNnYuGmsfdxeAo1slbiv5JkQNu1BAII5pj1ke2Mb8oLiSBuT16kncmTVW+ypo75UYn0yP60+ypo75UYn0yP605tjdid0mbOxaUWHi8xQzlQWsddr36xJaJq0rZGbjvG4JG6zFomJpm0sRERQEREBERAREQEREBERAREQEREBERAVd4g5CfGaPyM1aV0E5DImys6OZzvazceYgO6FWJVTij8CL395X+njXRk8RONRE7Y+VjXD7RoV8ZVjrVYWwQRjZrGDYD/ANfnXeiLrmZmbygiIgIiICIiCHY4YzXeHdXHZHJNmhstb0EvIznY4ju3GxAPfs4hXtUK98ONJ/3ln6Byvq05V/Se78ys9QiIuJBERAREQEREBERAREQEREBERAREQFVOKPwIvf3lf6eNWtVTij8CL395X+njXTk3T0ecfLKnXDIWPkbE1XH2p61Y3LEcTnx1mvDDK4AkMDndBuem56DdZCrPEzSU+veHmpNOVb78XYyuPnpx3GAkxOewtDthsSOvUDybrpYtWaW9lXRt5bUuO1Ji6GJs4TC2M7IcNnIMuw14CBMx5jDTHM3mb4hB336Hou3FeyRydXO1YdX6Qj0lh7OnrWpY7zsqLTzWhEZc0xsiG0gbICW8xA6bOceigYOC+qsfkYs3mqGisfhqGk8hp+bEYuOzJD2UjGPEhAja6QF0XK6IBpDSdnPJ2Wr+CNPHa5yU2hr0tfV7ctpq1hHahxmZuXpMJV5B9qfHPWibCHu5dhuX7saHbgLVeRuLQXsuMZrDV2n8PZo4mrDqCR0VB+O1JVyNqJ/Zuka21Xi8aEua0jcF4DtmkjdZeifZKZTU1DQuayWiDhdNautNx9S8MqyxNFZcyQtD4RGPtbjE5ofzb927G77KwcK9McRdNvxmM1P7krWIxtX2sMjjWTi7cLWhscjmOaGRHYbuAc/cnpsFXcDwIz+L4UcJdMS3Ma6/pLNVMlekZLIYpI4jNzCIlm5d9sbsHBo6HqFf3DO4B6811rDUWvYNR42iMVjtQXKUFuLI9pJXMbYeSs2IQMDmBri7tS7ckkFvlW6Vq/h7oTVWgte6t5ZcPc0dncrNmhK6SVuQgmkjja6Lk5ezczmj3DuYHY9y2gs6dWkQt74caT/vLP0DlfVQr3w40n/eWfoHK+rXlX9PL8ys9QiIuJBERAREQEREBERAREQEREBERAREQFVOKPwIvf3lf6eNWtV3iBj58ppDIwVonTzgMlbEz3z+R7X8o+c8uy6MnmIxqJnbHysa4fEWPQyFbKVWWKszZ4Xjo5p/cR5D5weoWQuuYmJtKCIiAiIgIiIK7mshVx2tdHOt2YarZbM8EbpnhgfI6FwYwb97iSAB3knZbFVB7GLOa4xDImtstxna2LJ25mxOLeWMHptzbnmA7xy7+ZT1bSfgmxWdiMhZx9UW5bVmm93bxWO0HjNHabuiAd4wEZa0EnxTutOVf0ju/MrPUsCKt0tS5ChFUi1FjBSsvhnmnt0HusUYhGT76Qta5pczZ+zmADq3mcQCZzHZGpl6Fe9Rsw3aVmNssFmvIJI5WOG7XNcNw4EEEEdCuJGQiIgIiICIiAiIgIiICIiAiIgIiICIiCAyWgNMZi0+1f07irtl53dNYpRve4/OS3crF+xZoz5JYT/t8X+lWlFvjHxYi0Vzvlc6drX2q+FWlLGIdSraLxs7rz21JH1IYK0sETzyyTNk23BYwucOXxtwNtu8YPEbDcOOFXD/ADeqctpbCNx2IqOneHUYuaQgbMYCW++c4taN/K4K1xUm5fXEt6xQrPjxFf2tSuixzyiWbZ1hpjHRmzY6+zj4x5ngbA+NK5zA4zU2LmxuYx1TLY6fl7WnegbNDJyuDm8zHAg7OAI3HQgFXnGN253yudO1+e3sAeMuG4oa/wBV6U1nhsRcv5WaTL4kz0o3CLyy1owWnZgbs5rRsAGP8693/Ys0Z8ksJ/2+L/SqFwM4a6QxGU1Xk8fpbCU8jT1JehrXK+PhjmgZytbyMeGgtGznDYHbZxHlW5k5xjdud8mdO1VvsWaM+SWE/wC3xf6U+xZoz5JYT/t8X+lWlE5xjdud8mdO1i43FUsNVbVx9OvRrNJIhrRNjYCe/oAAspEWiZmZvLEUFkdI1rFmzeozz4jLSUjRju1X7iJnMXtPYu3ic5riSC5hI5nDfZxBnUUFbtZrL6ejvT5HH+EsfAyv2M2Ja+W1K53izF1fl6Bp2cOR7yWkjlBaOeZo5ejk5bcVS5BalqS9hYZDIHOhk2B5Hge9dsQdj5CD5VlqKy2mqOYLHytlrztnisCxTmfXlc+M+LzOYQXN2JBY7dpBIIIJCCVRQET8/irDGTsiztazfk2lrtbWkpVnDdgc1ziJuV27S5pYeUt8RxBJz8FnqWo8dFeovkdBJzANnhfBI0tc5jg6OQNewhzXAhwB3BQSCIiAiIgIiICIiAiIgIiICIiAuEsrIInyyvbHGxpc57zsGgd5J8gXNQHECV0Gg9SSNiozuZjbLhFk5+xqvIid0mk/qRn+s7yDcoOOhKZr6chsy06VK5kXOv2mY+QyxOllPMXB59/0I8buO3TpsFYV1Va0VOtFXgjbFBEwMjjYNmtaBsAB5gF2oNfcGuaTHaqsODwJtT5Tl5z5GWHRdPm+1lbBWvOAG03CjEX2g8uWmuZgEnfmFu1NZB3+ftt/8VsNAREQEREBERAREQFFZXTVDLW4r0kLYspBBLXr5GJoFiuyQAPDHkHYHladjuCWNJBLQpVEFZmy+Q0nWe/LtdkMRUpwl+WhaZLUkoIbIZK8cewbsQ/mZuPf7taGgusrXBw3BBG+3RfVBT4aTE2ZLuHYyLtrLrWQqCMONw9lyeIS5ojk3bGeY+KeVwI3dztCdRY2Nvx5TH1rkTJoo7ETZWsswvhlaHDcB7HgOY7r1a4Ag9CFkoCIiAiIgIiICIiAiIgLA1Bi483gcljpq9e5FcrSV317beaGVr2lpa8eVp32I8xKz1UeLWV1Zg+HOdyGh8fTy2qasAlpUb4eYpyHAvaQxzXFxZz8oBG7uVBN6ZvOyencZakkpyyy1o3SOx8va1+flHN2b/6zd9wD5lEcVtQO0pwy1XmIyRPSxdmaHbvMgjdyAfOXbAflXj/2CnsiuJPG7i1qGhmI8XiNH4rGuecJi8a2vXrWHSMDeRxJkDiRK4hz3Dxn9B4u3qrjKRew2AwXQuzeeo1S0n30ccvtqZveN94q0o/Jv0ICC06QwLdLaTwmFY7nZjaMFMO333EcbWb/ALlLoiAiIgIiICIiAiIgIiICIiCv4upJi9W5aKGjZbRvRx3nXH2eeH2xt2To2RnrH4kcbjt4ri5x25i4usCrr6LTxChueDJy4Yt8PhPtvtTQZWnsez398dubm8wI8qsSAiIgIiICIiAiIgxslfixWOtXZ9xBWifNJyjc8rQSdh+QKlMGoc3Cy3LnrGFMwD208fDA9sTT3NLpYnlx2I3PQbjoApviR97vVP6qtfQuXVV+5YfzB/BehgRFOHn2iZmbaYv8stUXRPgfO/LTMej0f9sngfO/LTMej0f9sptFvz/DHpjgXa80twZqaJ1DqPOYPO5LG5TUMzLGUnhgp/8AEyNB2cWmDlafGcTygbkknc9VL5HQ13LZPFZC3q3MTW8VK+em8xUwIpHxuic7YV9ieSR7eoO3MdlbETP8MemOBdCeB878tMx6PR/2yeB878tMx6PR/wBsptEz/DHpjgXQjxqHCQvtxZ6xmjCC91O/BA1srR3tDoomFp2B2PUbnqCrrjb8WVx1W7ASYLMTJoy4bHlcARv/AIFQFr7lm/MP8F28N/vd6W/VVX6Fq0Y8RVh59oib9UW+DXF1jREXnsRERARFjZHI1cRRnuXZ2VqsLeeSWQ7NaFYiZm0DJRaO1HxizeXlfHhQzC0d9mWJYxLakH4XK7dkf5CHHu326hVmTU+pJTu7U+UJ/wCV7G/uDAF7+F9EyiunOqmKe7r9oXRtel0Xmb3R6i+U2W/bN/0p7o9RfKbLftm/6Vu/QsXtx78DRteZsnxA9kdD7MFvDiLXMxyjpjShyJxNHlGNc4TGYs7HlOzG8xO2+7SPmX6ZLyY7HzP1czVLsldOoWVDQbki9vbCAu5jHvy92/VTXuj1F8pst+2b/pT9Cxe3HvwNG16ZReZvdHqL5TZb9s3/AErkzU2pIzu3U+UB85kY79xYQn6FjduPfgaNr0ui0bp3jBncPKxmYDM5S38eZjGxWWDzgNAZJ+TZn5T3Lc+KytTOY6C/QsMtVJ280csZ6Ef/AKIO4IPUEEFeRlWRY2RzHKRonrjUMtERcCCIiCucSPvd6p/VVr6Fy6qv3LD+YP4Lt4kfe71T+qrX0Ll1VfuWH8wfwXo4XQx5z8QvU7VDaP1hiteaer5vC2Daxth8rIpjG5nMY5HRu6OAI8Zju8KTu04MjTnqWoWWK08bopYpBu17HDZzSPKCCQvEulMfp/SfsTRJhBTwV+7mo6Gq7mNcIbsVBuWfFL2hb47Q2J/Lue5rj3BSZsj3AsHO5eHT+EyGUsNe+vRryWZGxAF5axpcQASBvsPKQvG/FJ1Lhtldf4vhPZ8G4H3HQ3MuzBzmSGlKb8UZnZykiOU1HWXEjYkRtce4FWTK4TSujuIJw3C91c4vJ6Jy0+bp4yyZ4HBrIxTsP8ZwMjnOlaH++cCepUzh6c0lqStrPSmF1BSjlip5WlDfgZYAEjY5Y2vaHAEgO2cN9iRv5SpZeNNS4rDZ3gtwh1TNdwGpsfgdItfZ0nlsn7WbbayvAJZoHtPi2Iiws8ZpAL9t2HqvWejMxU1Do/BZXHwy16F6hBZrwzjaRkb42ua125PjAEA9e9WmbiTtfcs35h/gu3hv97vS36qq/QtXVa+5ZvzD/BdvDf73elv1VV+hari9DPnHxLLqWNERecxEREBaT4zahkyWpIcHG8inQjbYnYO6SZ+5YD+Y0c35ZAe8BbsXnLXsbouJGqOcbF9iCRpPlb7VhaD/AJtcP8Cvf+i4dNeUzNX9YmY87xH5XqlDIiL7lrEWNk5LEWOtvqMElpsT3RMPc54B5R/nsvM/CrSj9S1tJ6iGrMDT1DNbjntyiCYZWxK0l09aVzrOztwHtLez2A6hoAC5cXGnDqpoppvfvts4q9QqL1VqKtpHTWUzlxkstTHVpLUrIADI5rGlxDQSATsPKQvOg0/Qo8Ochq2CEs1FS1jIK9/ncZI2HLCN0bTv0YWvduwdCXEkblcNc0dP6mwPGLJanmhm1VjJrdahDaslj6tZsLTW7Jm42D99yQPHLiDuuarK6op0U6Zi8ae6e7Xo1D05StMv04LMYcI5o2yNDu8Ajcb/AOa7lH6c+D2L/RYv5ApBelE3iJQV24O6hfidVPw73n2lk2OkiZt0ZYYOY7fns5if7secqkqV0XG6XiDpdsfvxce/v7mivLzfu6f4rjy3DpxMmxKatkzui7KnW9IoiL80UREQVziR97vVP6qtfQuXVV+5YfzB/Bd3EVhk4fana0budi7QA/8AKcuimQ6pAQQQWNII/IvRwuhjzn4hep3KDr6E01TyGTvQaexUF7KNLL9mOlE2S2094lcG7vB8odupxFUQuntE6d0jQno4LA4zC0p3F0tbHU44I5CRsS5rGgE7edfNNaH05oxtlun9P4vBNsu55xjKUdcSu87uRo5j1PU+dTaJYVW3wo0TfrVq9nR2AsV60r5oIpcXA5kUjjzOe0FuzXE9SR1JVpa0MaGtAa0DYAdwX1EHVa+5ZvzD/BdvDf73elv1VV+haum4Q2pOSQAGOJJ/Iu/h0wx8PtMNcNnNxdUEf+U1TF6H/MfEsupYkRF5zEREQFqfjTpOZ0sOpakTpWww9heYxu7uyBJZJt5mFz+b5nb9zVthF1ZLlFWS4sYtPV7wrydk6s2SxssNS/LjpZGjkuVmxvezqDu0Pa5p83UHvVYGiNQD/wCoWcP5aeP/ANsvRmpeCNK9O+zg7pwkrzzOrOi7asT8zN2ln/SQP+VVaTgvqxp2jtYaUb++dJMz93If4r7Wj6jkePEVTXadk3j40Jm7GoqOj85VuwTTa6zNyKORr315atFrJQDuWuLa4cAe7oQfMQpWHR+Br5p+YiwmOiy8hJffZUjE7t+/eQDmP+a2L9hnWH9tg/SJvVJ9hnWH9tg/SJvVLdGWZHH/ACR/mZn5TNlQDprEOoSUTiqRpSTe2H1jXZ2bpeftO0Ldti7nHNzd/N171jZfRGndQXPbeUwGLyVrszF29unHK/kI2LeZzSdtiend1WyPsM6w/tsH6RN6pPsM6w/tsH6RN6pWctyOdE1wZstSW9GZmWzK+rrbL46sXExVK9SiY4W+RjeauXbAdBuSfnXW7ROoHHccQc43oBsKeP8A8/uZbf8AsM6w/tsH6RN6pcmcF9WuOz7OFjH4TZZn/u5B/FYTleR/9vvJmyoWHpWMZjYq9vIz5WePm57lpkbJH7kkbiNrWjYHbo0dB167lbX4LaTllsyantRlkL4TBj2vGxewnd835rtmhp8oBPUOBWdpzghUqTssZ674ae07tqsh7Kt/1M3cX/8AUeU+Vvm2cvF+ofVKMTDnAyfTE657u6+nzldQiIvlgREQcJYmTxPjkY2SN4LXMcNw4HvBHlCpp0hncWxtbEZemaEYDYY8lVfLLE0dzTI2RvOB0AJHNsOpcTurqi3YeLXhfx4rE2UjwBrD4zwfoE3rk8Aaw+M8H6BN65XdFu51ibI3Qt1I8Aaw+M8H6BN65PAGsPjPB+gTeuV3ROdYmyN0F1I8Aaw+M8H6BN65PAGsPjPB+gTeuV3ROdYmyN0F1KGkM7lGOrZfL0xQkBbNHjqr4pZWnvaJHSO5AeoJA5tj0LSN1coomQRMjjY2ONgDWsaNg0DuAHkC5otOJi14ls7gl7iIi0oIiICIiAiIgIiICIiAiIgIiICIiD//2Q==", 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", "text/plain": [ "" ] @@ -598,7 +595,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.11.9" } }, "nbformat": 4,