Updated doc for tools/pubmed with new functions: invoke. (#17378)

Updated doc for integrations/chat/anthropic_functions #15664 

  - **Description:**
Adds `pip install` instructions
Update `run` with `invoke`

  - **Issue:** 
Fixes #15664

docs/docs/integrations/tools/pubmed.ipynb

@@ -14,7 +14,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
+   "id": "3e90e50f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%pip install xmltodict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
    "id": "c80b9273",
    "metadata": {},
    "outputs": [],
@@ -24,7 +34,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "f203c965",
    "metadata": {},
    "outputs": [],
@@ -34,23 +44,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "baee7a2a",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'Published: <Year>2023</Year><Month>May</Month><Day>31</Day>\\nTitle: Dermatology in the wake of an AI revolution: who gets a say?\\nSummary: \\n\\nPublished: <Year>2023</Year><Month>May</Month><Day>30</Day>\\nTitle: What is ChatGPT and what do we do with it? Implications of the age of AI for nursing and midwifery practice and education: An editorial.\\nSummary: \\n\\nPublished: <Year>2023</Year><Month>Jun</Month><Day>02</Day>\\nTitle: The Impact of ChatGPT on the Nursing Profession: Revolutionizing Patient Care and Education.\\nSummary: The nursing field has undergone notable changes over time and is projected to undergo further modifications in the future, owing to the advent of sophisticated technologies and growing healthcare needs. The advent of ChatGPT, an AI-powered language model, is expected to exert a significant influence on the nursing profession, specifically in the domains of patient care and instruction. The present article delves into the ramifications of ChatGPT within the nursing domain and accentuates its capacity and constraints to transform the discipline.'"
+       "'Published: 2024-02-10\\nTitle: circEPB41L2 blocks the progression and metastasis in non-small cell lung cancer by promoting TRIP12-triggered PTBP1 ubiquitylation.\\nCopyright Information: © 2024. The Author(s).\\nSummary::\\nThe metastasis of non-small cell lung cancer (NSCLC) is the leading death cause of NSCLC patients, which requires new biomarkers for precise diagnosis and treatment. Circular RNAs (circRNAs), the novel noncoding RNA, participate in the progression of various cancers as microRNA or protein sponges. We revealed the mechanism by which circEPB41L2 (hsa_circ_0077837) blocks the aerobic glycolysis, progression and metastasis of NSCLC through modulating protein metabolism of PTBP1 by the E3 ubiquitin ligase TRIP12. With ribosomal RNA-depleted RNA seq, 57 upregulated and 327 downregulated circRNAs were identified in LUAD tissues. circEPB41L2 was selected due to its dramatically reduced levels in NSCLC tissues and NSCLC cells. Interestingly, circEPB41L2 blocked glucose uptake, lactate production, NSCLC cell proliferation, migration and invasion in vitro and in vivo. Mechanistically, acting as a scaffold, circEPB41L2 bound to the RRM1 domain of the PTBP1 and the E3 ubiquitin ligase TRIP12 to promote TRIP12-mediated PTBP1 polyubiquitylation and degradation, which could be reversed by the HECT domain mutation of TRIP12 and circEPB41L2 depletion. As a result, circEPB41L2-induced PTBP1 inhibition led to PTBP1-induced PKM2 and Vimentin activation but PKM1 and E-cadherin inactivation. These findings highlight the circEPB41L2-dependent mechanism that modulates the \"Warburg Effect\" and EMT to inhibit NSCLC development and metastasis, offering an inhibitory target for NSCLC treatment.\\n\\nPublished: 2024-01-17\\nTitle: The safety of seasonal influenza vaccination among adults prescribed immune checkpoint inhibitors: A self-controlled case series study using administrative data.\\nCopyright Information: Copyright © 2024 The Author(s). Published by Elsevier Ltd.. All rights reserv'"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "tool.run(\"chatgpt\")"
+    "tool.invoke(\"What causes lung cancer?\")"
    ]
   },
   {
@@ -78,7 +88,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.12"
+   "version": "3.11.7"
   }
  },
  "nbformat": 4,