diff --git a/Pipfile b/Pipfile
index 6f009d0..d879bd0 100644
--- a/Pipfile
+++ b/Pipfile
@@ -27,6 +27,8 @@ jupyter-ai = "==2.26.0"
 langchain-openai = "==0.1.25"
 langchain-anthropic = "==0.1.23"
 huggingface_hub = "==0.26.0"
+jupyter-ai-cborg = {git = "https://github.com/kbaseincubator/cdm-jupyter-ai-cborg.git", ref = "v0.1.0"}
+
 
 # Frequently utilized data visualization libraries by the science team
 plotly = "==5.24.1"
diff --git a/Pipfile.lock b/Pipfile.lock
index c2eebfd..26330b1 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "e4d3b8468ba687e7e05880693926909134467545b2688aecb1e3740ed7967143"
+            "sha256": "d331723f187e522c51e11795b37f11c2bea49bde803ff128c3b43d286e6ecf36"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -326,11 +326,11 @@
         },
         "bleach": {
             "hashes": [
-                "sha256:0a31f1837963c41d46bbf1331b8778e1308ea0791db03cc4e7357b97cf42a8fe",
-                "sha256:3225f354cfc436b9789c66c4ee030194bee0568fbf9cbdad3bc8b5c26c5f12b6"
+                "sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e",
+                "sha256:123e894118b8a599fd80d3ec1a6d4cc7ce4e5882b1317a7e1ba69b56e95f991f"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==6.1.0"
+            "markers": "python_version >= '3.9'",
+            "version": "==6.2.0"
         },
         "boto3": {
             "hashes": [
@@ -343,11 +343,11 @@
         },
         "botocore": {
             "hashes": [
-                "sha256:34fa25fd717208b05745e60f271a39636108fa87a3512fbca18e7e6f787a3239",
-                "sha256:3e766cc251053c9ef98542fdf225381ed58531769c3811a6282bd7247f7e2bdf"
+                "sha256:1fe7485ea13d638b089103addd818c12984ff1e4d208de15f180b1e25ad944c5",
+                "sha256:cdbb5e43c9c3a977763e2a10d3b8b9c405d51279f9fcfd4ca4800763b22acba5"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.35.48"
+            "version": "==1.35.52"
         },
         "cdm-jupyterlab-brand-extension": {
             "file": "https://github.com/kbaseincubator/cdm_jupyterlab_brand_extension/raw/main/dist/cdm_jupyterlab_brand_extension-0.1.0-py3-none-any.whl"
@@ -1317,13 +1317,17 @@
             "markers": "python_version >= '3.8'",
             "version": "==2.26.0"
         },
+        "jupyter-ai-cborg": {
+            "git": "https://github.com/kbaseincubator/cdm-jupyter-ai-cborg.git",
+            "ref": "7ed425c3312cdbc5e50f33ef6e1982714d2120d4"
+        },
         "jupyter-ai-magics": {
             "hashes": [
-                "sha256:020d374552f15bee9fcdc2c1b497f82f9cdb5e5e38ce5e9c36f4114dfa59571e",
-                "sha256:c5feac17616296aad6da8065182fd84320286ea4c38aec0227e5daf2fe02d5aa"
+                "sha256:107b42e61cf8a79ece7b3d6299473cb2216612ec0f6d459ae8689eef7f1068d9",
+                "sha256:e1bc8ac11f7bc7a8ebd455373991a500c17085416555ca8da1c1d03a7dea6f33"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2.26.0"
+            "version": "==2.27.0"
         },
         "jupyter-client": {
             "hashes": [
@@ -1597,11 +1601,11 @@
         },
         "langchain-core": {
             "hashes": [
-                "sha256:3278fda5ba9a05defae8bb19f1226032add6aab21917db7b3bc74e750e263e84",
-                "sha256:bc12032c5a298d85be754ccb129bc13ea21ccb1d6e22f8d7ba18b8da64315bb5"
+                "sha256:09503fdfb9efa163e51f2d9762894fde04797d0a41462c0e6072ef78028e48fd",
+                "sha256:e4ea04b22bd6398048d0ef97cd3132fbdd80e6c749863ee96e6b7c88502ff913"
             ],
             "markers": "python_full_version >= '3.8.1' and python_version < '4.0'",
-            "version": "==0.2.41"
+            "version": "==0.2.42"
         },
         "langchain-openai": {
             "hashes": [
@@ -1622,11 +1626,11 @@
         },
         "langsmith": {
             "hashes": [
-                "sha256:4256d5c61133749890f7b5c88321dbb133ce0f440c621ea28e76513285859b81",
-                "sha256:56cdfcc6c74cb20a3f437d5bd144feb5bf93f54c5a2918d1e568cbd084a372d4"
+                "sha256:1ecf613bb52f6bf17f1510e24ad8b70d4b0259bc9d3dbfd69b648c66d4644f0b",
+                "sha256:5c2bd5c11c75f7b3d06a0f06b115186e7326ca969fd26d66ffc65a0669012aee"
             ],
             "markers": "python_full_version >= '3.8.1' and python_version < '4.0'",
-            "version": "==0.1.137"
+            "version": "==0.1.138"
         },
         "locket": {
             "hashes": [
@@ -2053,7 +2057,7 @@
                 "sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3",
                 "sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f"
             ],
-            "markers": "python_version == '3.11'",
+            "markers": "python_version >= '3.9'",
             "version": "==1.26.4"
         },
         "oauthlib": {
@@ -2072,11 +2076,11 @@
         },
         "openai": {
             "hashes": [
-                "sha256:57e9e37bc407f39bb6ec3a27d7e8fb9728b2779936daa1fcf95df17d3edfaccc",
-                "sha256:87b7d0f69d85f5641678d414b7ee3082363647a5c66a462ed7f3ccb59582da0d"
+                "sha256:20f408c32fc5cb66e60c6882c994cdca580a5648e10045cd840734194f033418",
+                "sha256:be2c4e77721b166cce8130e544178b7d579f751b4b074ffbaade3854b6f85ec5"
             ],
             "markers": "python_full_version >= '3.7.1'",
-            "version": "==1.52.2"
+            "version": "==1.53.0"
         },
         "orjson": {
             "hashes": [
@@ -3246,11 +3250,11 @@
         },
         "setuptools": {
             "hashes": [
-                "sha256:753bb6ebf1f465a1912e19ed1d41f403a79173a9acf66a42e7e6aec45c3c16ec",
-                "sha256:a7fcb66f68b4d9e8e66b42f9876150a3371558f98fa32222ffaa5bced76406f8"
+                "sha256:f2504966861356aa38616760c0f66568e535562374995367b4e69c7143cf6bcd",
+                "sha256:fba5dd4d766e97be1b1681d98712680ae8f2f26d7881245f2ce9e40714f1a686"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==75.2.0"
+            "version": "==75.3.0"
         },
         "sidecar": {
             "hashes": [
@@ -3681,91 +3685,91 @@
         },
         "yarl": {
             "hashes": [
-                "sha256:019f5d58093402aa8f6661e60fd82a28746ad6d156f6c5336a70a39bd7b162b9",
-                "sha256:0fd9c227990f609c165f56b46107d0bc34553fe0387818c42c02f77974402c36",
-                "sha256:1208ca14eed2fda324042adf8d6c0adf4a31522fa95e0929027cd487875f0240",
-                "sha256:122d8e7986043d0549e9eb23c7fd23be078be4b70c9eb42a20052b3d3149c6f2",
-                "sha256:147b0fcd0ee33b4b5f6edfea80452d80e419e51b9a3f7a96ce98eaee145c1581",
-                "sha256:178ccb856e265174a79f59721031060f885aca428983e75c06f78aa24b91d929",
-                "sha256:1a5cf32539373ff39d97723e39a9283a7277cbf1224f7aef0c56c9598b6486c3",
-                "sha256:1a5e9d8ce1185723419c487758d81ac2bde693711947032cce600ca7c9cda7d6",
-                "sha256:1bc22e00edeb068f71967ab99081e9406cd56dbed864fc3a8259442999d71552",
-                "sha256:1cf936ba67bc6c734f3aa1c01391da74ab7fc046a9f8bbfa230b8393b90cf472",
-                "sha256:234f3a3032b505b90e65b5bc6652c2329ea7ea8855d8de61e1642b74b4ee65d2",
-                "sha256:26768342f256e6e3c37533bf9433f5f15f3e59e3c14b2409098291b3efaceacb",
-                "sha256:27e11db3f1e6a51081a981509f75617b09810529de508a181319193d320bc5c7",
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+                "sha256:578d00c9b7fccfa1745a44f4eddfdc99d723d157dad26764538fbdda37209857",
+                "sha256:58c8e9620eb82a189c6c40cb6b59b4e35b2ee68b1f2afa6597732a2b467d7e8f",
+                "sha256:5b29beab10211a746f9846baa39275e80034e065460d99eb51e45c9a9495bcca",
+                "sha256:5d1d42556b063d579cae59e37a38c61f4402b47d70c29f0ef15cee1acaa64488",
+                "sha256:5f236cb5999ccd23a0ab1bd219cfe0ee3e1c1b65aaf6dd3320e972f7ec3a39da",
+                "sha256:62a91aefff3d11bf60e5956d340eb507a983a7ec802b19072bb989ce120cd948",
+                "sha256:64cc6e97f14cf8a275d79c5002281f3040c12e2e4220623b5759ea7f9868d6a5",
+                "sha256:6f4c9156c4d1eb490fe374fb294deeb7bc7eaccda50e23775b2354b6a6739934",
+                "sha256:7294e38f9aa2e9f05f765b28ffdc5d81378508ce6dadbe93f6d464a8c9594473",
+                "sha256:7615058aabad54416ddac99ade09a5510cf77039a3b903e94e8922f25ed203d7",
+                "sha256:7e48cdb8226644e2fbd0bdb0a0f87906a3db07087f4de77a1b1b1ccfd9e93685",
+                "sha256:7f63d176a81555984e91f2c84c2a574a61cab7111cc907e176f0f01538e9ff6e",
+                "sha256:7f6595c852ca544aaeeb32d357e62c9c780eac69dcd34e40cae7b55bc4fb1147",
+                "sha256:7fac95714b09da9278a0b52e492466f773cfe37651cf467a83a1b659be24bf71",
+                "sha256:81713b70bea5c1386dc2f32a8f0dab4148a2928c7495c808c541ee0aae614d67",
+                "sha256:846dd2e1243407133d3195d2d7e4ceefcaa5f5bf7278f0a9bda00967e6326b04",
+                "sha256:84c063af19ef5130084db70ada40ce63a84f6c1ef4d3dbc34e5e8c4febb20822",
+                "sha256:881764d610e3269964fc4bb3c19bb6fce55422828e152b885609ec176b41cf11",
+                "sha256:8994b29c462de9a8fce2d591028b986dbbe1b32f3ad600b2d3e1c482c93abad6",
+                "sha256:8c79e9d7e3d8a32d4824250a9c6401194fb4c2ad9a0cec8f6a96e09a582c2cc0",
+                "sha256:8ee427208c675f1b6e344a1f89376a9613fc30b52646a04ac0c1f6587c7e46ec",
+                "sha256:949681f68e0e3c25377462be4b658500e85ca24323d9619fdc41f68d46a1ffda",
+                "sha256:9e275792097c9f7e80741c36de3b61917aebecc08a67ae62899b074566ff8556",
+                "sha256:9fb815155aac6bfa8d86184079652c9715c812d506b22cfa369196ef4e99d1b4",
+                "sha256:a2a64e62c7a0edd07c1c917b0586655f3362d2c2d37d474db1a509efb96fea1c",
+                "sha256:a7ac5b4984c468ce4f4a553df281450df0a34aefae02e58d77a0847be8d1e11f",
+                "sha256:aa46dce75078fceaf7cecac5817422febb4355fbdda440db55206e3bd288cfb8",
+                "sha256:ae3476e934b9d714aa8000d2e4c01eb2590eee10b9d8cd03e7983ad65dfbfcba",
+                "sha256:b0341e6d9a0c0e3cdc65857ef518bb05b410dbd70d749a0d33ac0f39e81a4258",
+                "sha256:b40d1bf6e6f74f7c0a567a9e5e778bbd4699d1d3d2c0fe46f4b717eef9e96b95",
+                "sha256:b5c4804e4039f487e942c13381e6c27b4b4e66066d94ef1fae3f6ba8b953f383",
+                "sha256:b5d6a6c9602fd4598fa07e0389e19fe199ae96449008d8304bf5d47cb745462e",
+                "sha256:b5f1ac7359e17efe0b6e5fec21de34145caef22b260e978336f325d5c84e6938",
+                "sha256:c0167540094838ee9093ef6cc2c69d0074bbf84a432b4995835e8e5a0d984374",
+                "sha256:c180ac742a083e109c1a18151f4dd8675f32679985a1c750d2ff806796165b55",
+                "sha256:c73df5b6e8fabe2ddb74876fb82d9dd44cbace0ca12e8861ce9155ad3c886139",
+                "sha256:c7e177c619342e407415d4f35dec63d2d134d951e24b5166afcdfd1362828e17",
+                "sha256:cbad927ea8ed814622305d842c93412cb47bd39a496ed0f96bfd42b922b4a217",
+                "sha256:cc353841428d56b683a123a813e6a686e07026d6b1c5757970a877195f880c2d",
+                "sha256:cc7c92c1baa629cb03ecb0c3d12564f172218fb1739f54bf5f3881844daadc6d",
+                "sha256:cc7d768260f4ba4ea01741c1b5fe3d3a6c70eb91c87f4c8761bbcce5181beafe",
+                "sha256:d0eea830b591dbc68e030c86a9569826145df485b2b4554874b07fea1275a199",
+                "sha256:d216e5d9b8749563c7f2c6f7a0831057ec844c68b4c11cb10fc62d4fd373c26d",
+                "sha256:d401f07261dc5aa36c2e4efc308548f6ae943bfff20fcadb0a07517a26b196d8",
+                "sha256:d6324274b4e0e2fa1b3eccb25997b1c9ed134ff61d296448ab8269f5ac068c4c",
+                "sha256:d8a8b74d843c2638f3864a17d97a4acda58e40d3e44b6303b8cc3d3c44ae2d29",
+                "sha256:d9b6b28a57feb51605d6ae5e61a9044a31742db557a3b851a74c13bc61de5172",
+                "sha256:de599af166970d6a61accde358ec9ded821234cbbc8c6413acfec06056b8e860",
+                "sha256:e594b22688d5747b06e957f1ef822060cb5cb35b493066e33ceac0cf882188b7",
+                "sha256:e5b078134f48552c4d9527db2f7da0b5359abd49393cdf9794017baec7506170",
+                "sha256:eb6dce402734575e1a8cc0bb1509afca508a400a57ce13d306ea2c663bad1138",
+                "sha256:f1790a4b1e8e8e028c391175433b9c8122c39b46e1663228158e61e6f915bf06",
+                "sha256:f5efe0661b9fcd6246f27957f6ae1c0eb29bc60552820f01e970b4996e016004",
+                "sha256:f9cbfbc5faca235fbdf531b93aa0f9f005ec7d267d9d738761a4d42b744ea159",
+                "sha256:fbea1751729afe607d84acfd01efd95e3b31db148a181a441984ce9b3d3469da",
+                "sha256:fca4b4307ebe9c3ec77a084da3a9d1999d164693d16492ca2b64594340999988",
+                "sha256:ff5c6771c7e3511a06555afa317879b7db8d640137ba55d6ab0d0c50425cab75"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==1.16.0"
+            "version": "==1.17.1"
         },
         "zict": {
             "hashes": [
diff --git a/config/jupyter_jupyter_ai_config.json b/config/jupyter_jupyter_ai_config.json
index 1a8f846..cedc8d6 100644
--- a/config/jupyter_jupyter_ai_config.json
+++ b/config/jupyter_jupyter_ai_config.json
@@ -4,7 +4,8 @@
       "openai",
       "openai-chat",
       "anthropic",
-      "anthropic-chat"
+      "anthropic-chat",
+      "cborg"
     ]
   }
 }
\ No newline at end of file