diff --git a/Pipfile b/Pipfile
index db43b4a..8a7b062 100644
--- a/Pipfile
+++ b/Pipfile
@@ -27,7 +27,7 @@ openai = "==1.2.4"
 pinecone-client = "==2.2.4"
 pypdf2 = "==3.0.1"
 tiktoken = "==0.5.2"
-langchain = "==0.0.352"
+langchain = "==0.1.15"
 langchain-experimental = "==0.0.40"
 anyio = "<4.0.0" # Do not update: anyio<4.0 is REQUIRED by langchain
 google-api-core = "==2.11.1"
diff --git a/Pipfile.lock b/Pipfile.lock
index 3c9b016..bebe519 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "63b31ab91cb495e4a97169808cd4de31645b941b2e62433ce1c0d9a7650b2565"
+            "sha256": "f761d750349ee472dc45a6d85b6f4ccfdaa0d931bf0c97bf820521849c65486d"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -709,6 +709,70 @@
             "markers": "python_version >= '3.7'",
             "version": "==1.60.0"
         },
+        "greenlet": {
+            "hashes": [
+                "sha256:01bc7ea167cf943b4c802068e178bbf70ae2e8c080467070d01bfa02f337ee67",
+                "sha256:0448abc479fab28b00cb472d278828b3ccca164531daab4e970a0458786055d6",
+                "sha256:086152f8fbc5955df88382e8a75984e2bb1c892ad2e3c80a2508954e52295257",
+                "sha256:098d86f528c855ead3479afe84b49242e174ed262456c342d70fc7f972bc13c4",
+                "sha256:149e94a2dd82d19838fe4b2259f1b6b9957d5ba1b25640d2380bea9c5df37676",
+                "sha256:1551a8195c0d4a68fac7a4325efac0d541b48def35feb49d803674ac32582f61",
+                "sha256:15d79dd26056573940fcb8c7413d84118086f2ec1a8acdfa854631084393efcc",
+                "sha256:1996cb9306c8595335bb157d133daf5cf9f693ef413e7673cb07e3e5871379ca",
+                "sha256:1a7191e42732df52cb5f39d3527217e7ab73cae2cb3694d241e18f53d84ea9a7",
+                "sha256:1ea188d4f49089fc6fb283845ab18a2518d279c7cd9da1065d7a84e991748728",
+                "sha256:1f672519db1796ca0d8753f9e78ec02355e862d0998193038c7073045899f305",
+                "sha256:2516a9957eed41dd8f1ec0c604f1cdc86758b587d964668b5b196a9db5bfcde6",
+                "sha256:2797aa5aedac23af156bbb5a6aa2cd3427ada2972c828244eb7d1b9255846379",
+                "sha256:2dd6e660effd852586b6a8478a1d244b8dc90ab5b1321751d2ea15deb49ed414",
+                "sha256:3ddc0f794e6ad661e321caa8d2f0a55ce01213c74722587256fb6566049a8b04",
+                "sha256:3ed7fb269f15dc662787f4119ec300ad0702fa1b19d2135a37c2c4de6fadfd4a",
+                "sha256:419b386f84949bf0e7c73e6032e3457b82a787c1ab4a0e43732898a761cc9dbf",
+                "sha256:43374442353259554ce33599da8b692d5aa96f8976d567d4badf263371fbe491",
+                "sha256:52f59dd9c96ad2fc0d5724107444f76eb20aaccb675bf825df6435acb7703559",
+                "sha256:57e8974f23e47dac22b83436bdcf23080ade568ce77df33159e019d161ce1d1e",
+                "sha256:5b51e85cb5ceda94e79d019ed36b35386e8c37d22f07d6a751cb659b180d5274",
+                "sha256:649dde7de1a5eceb258f9cb00bdf50e978c9db1b996964cd80703614c86495eb",
+                "sha256:64d7675ad83578e3fc149b617a444fab8efdafc9385471f868eb5ff83e446b8b",
+                "sha256:68834da854554926fbedd38c76e60c4a2e3198c6fbed520b106a8986445caaf9",
+                "sha256:6b66c9c1e7ccabad3a7d037b2bcb740122a7b17a53734b7d72a344ce39882a1b",
+                "sha256:70fb482fdf2c707765ab5f0b6655e9cfcf3780d8d87355a063547b41177599be",
+                "sha256:7170375bcc99f1a2fbd9c306f5be8764eaf3ac6b5cb968862cad4c7057756506",
+                "sha256:73a411ef564e0e097dbe7e866bb2dda0f027e072b04da387282b02c308807405",
+                "sha256:77457465d89b8263bca14759d7c1684df840b6811b2499838cc5b040a8b5b113",
+                "sha256:7f362975f2d179f9e26928c5b517524e89dd48530a0202570d55ad6ca5d8a56f",
+                "sha256:81bb9c6d52e8321f09c3d165b2a78c680506d9af285bfccbad9fb7ad5a5da3e5",
+                "sha256:881b7db1ebff4ba09aaaeae6aa491daeb226c8150fc20e836ad00041bcb11230",
+                "sha256:894393ce10ceac937e56ec00bb71c4c2f8209ad516e96033e4b3b1de270e200d",
+                "sha256:99bf650dc5d69546e076f413a87481ee1d2d09aaaaaca058c9251b6d8c14783f",
+                "sha256:9da2bd29ed9e4f15955dd1595ad7bc9320308a3b766ef7f837e23ad4b4aac31a",
+                "sha256:afaff6cf5200befd5cec055b07d1c0a5a06c040fe5ad148abcd11ba6ab9b114e",
+                "sha256:b1b5667cced97081bf57b8fa1d6bfca67814b0afd38208d52538316e9422fc61",
+                "sha256:b37eef18ea55f2ffd8f00ff8fe7c8d3818abd3e25fb73fae2ca3b672e333a7a6",
+                "sha256:b542be2440edc2d48547b5923c408cbe0fc94afb9f18741faa6ae970dbcb9b6d",
+                "sha256:b7dcbe92cc99f08c8dd11f930de4d99ef756c3591a5377d1d9cd7dd5e896da71",
+                "sha256:b7f009caad047246ed379e1c4dbcb8b020f0a390667ea74d2387be2998f58a22",
+                "sha256:bba5387a6975598857d86de9eac14210a49d554a77eb8261cc68b7d082f78ce2",
+                "sha256:c5e1536de2aad7bf62e27baf79225d0d64360d4168cf2e6becb91baf1ed074f3",
+                "sha256:c5ee858cfe08f34712f548c3c363e807e7186f03ad7a5039ebadb29e8c6be067",
+                "sha256:c9db1c18f0eaad2f804728c67d6c610778456e3e1cc4ab4bbd5eeb8e6053c6fc",
+                "sha256:d353cadd6083fdb056bb46ed07e4340b0869c305c8ca54ef9da3421acbdf6881",
+                "sha256:d46677c85c5ba00a9cb6f7a00b2bfa6f812192d2c9f7d9c4f6a55b60216712f3",
+                "sha256:d4d1ac74f5c0c0524e4a24335350edad7e5f03b9532da7ea4d3c54d527784f2e",
+                "sha256:d73a9fe764d77f87f8ec26a0c85144d6a951a6c438dfe50487df5595c6373eac",
+                "sha256:da70d4d51c8b306bb7a031d5cff6cc25ad253affe89b70352af5f1cb68e74b53",
+                "sha256:daf3cb43b7cf2ba96d614252ce1684c1bccee6b2183a01328c98d36fcd7d5cb0",
+                "sha256:dca1e2f3ca00b84a396bc1bce13dd21f680f035314d2379c4160c98153b2059b",
+                "sha256:dd4f49ae60e10adbc94b45c0b5e6a179acc1736cf7a90160b404076ee283cf83",
+                "sha256:e1f145462f1fa6e4a4ae3c0f782e580ce44d57c8f2c7aae1b6fa88c0b2efdb41",
+                "sha256:e3391d1e16e2a5a1507d83e4a8b100f4ee626e8eca43cf2cadb543de69827c4c",
+                "sha256:fcd2469d6a2cf298f198f0487e0a5b1a47a42ca0fa4dfd1b6862c999f018ebbf",
+                "sha256:fd096eb7ffef17c456cfa587523c5f92321ae02427ff955bebe9e3c63bc9f0da",
+                "sha256:fe754d231288e1e64323cfad462fcee8f0288654c10bdf4f603a39ed923bef33"
+            ],
+            "markers": "platform_machine == 'aarch64' or (platform_machine == 'ppc64le' or (platform_machine == 'x86_64' or (platform_machine == 'amd64' or (platform_machine == 'AMD64' or (platform_machine == 'win32' or platform_machine == 'WIN32')))))",
+            "version": "==3.0.3"
+        },
         "grpcio": {
             "hashes": [
                 "sha256:0250a7a70b14000fa311de04b169cc7480be6c1a769b190769d347939d3232a8",
@@ -882,28 +946,28 @@
         },
         "langchain": {
             "hashes": [
-                "sha256:43ab580e1223e5d7c3495b3c0cb79e2f3a0ecb52caf8126271fb10d42cede2d0",
-                "sha256:8928d7b63d73af9681fe1b2a2b99b84238efef61ed537de666160fd001f41efd"
+                "sha256:3ac516463ae7f80047091f04592a1eea138321710bbc266005f9de238d71acd3",
+                "sha256:79d43035327fdcc5ac81a3db10f2b879f2bd5db3b268ef82bac7baf3ec32954e"
             ],
             "index": "pypi",
             "markers": "python_version < '4.0' and python_full_version >= '3.8.1'",
-            "version": "==0.0.352"
+            "version": "==0.1.15"
         },
         "langchain-community": {
             "hashes": [
-                "sha256:bd112b5813702919c50f89b1afa2b63adf1da89999df4842b327ee11220f8c39",
-                "sha256:c56c48bc77d24e1fc399a9ee9a637d96e3b2ff952e3a080b5a41820d9d00fb3c"
+                "sha256:1510217d646c8380f54e9850351f6d2a0b0dd73c501b666c6f4b40baa8160b29",
+                "sha256:406977009999952d0705de3806de2b4867e9bb8eda8ca154a59c7a8ed58da38d"
             ],
             "markers": "python_version < '4.0' and python_full_version >= '3.8.1'",
-            "version": "==0.0.20"
+            "version": "==0.0.32"
         },
         "langchain-core": {
             "hashes": [
-                "sha256:34359cc8b6f8c3d45098c54a6a9b35c9f538ef58329cd943a2249d6d7b4e5806",
-                "sha256:d42fac013c39a8b0bcd7e337a4cb6c17c16046c60d768f89df582ad73ec3c5cb"
+                "sha256:4002304883b251af8cb781f01c59f56aeee58be42c965dbbdeca0a3bfb8f96af",
+                "sha256:92d3da5ca0d5fb1606b3ab42bfd455c7b386fe4c38f6c0d44ba6014abf46147d"
             ],
             "markers": "python_version < '4.0' and python_full_version >= '3.8.1'",
-            "version": "==0.1.23"
+            "version": "==0.1.41"
         },
         "langchain-experimental": {
             "hashes": [
@@ -914,13 +978,21 @@
             "markers": "python_version < '4.0' and python_full_version >= '3.8.1'",
             "version": "==0.0.40"
         },
+        "langchain-text-splitters": {
+            "hashes": [
+                "sha256:ac459fa98799f5117ad5425a9330b21961321e30bc19a2a2f9f761ddadd62aa1",
+                "sha256:f5b802f873f5ff6a8b9259ff34d53ed989666ef4e1582e6d1adb3b5520e3839a"
+            ],
+            "markers": "python_version < '4.0' and python_full_version >= '3.8.1'",
+            "version": "==0.0.1"
+        },
         "langsmith": {
             "hashes": [
-                "sha256:36c4cc47e5b54be57d038036a30fb19ce6e4c73048cd7a464b8f25b459694d34",
-                "sha256:8903d3811b9fc89eb18f5961c8e6935fbd2d0f119884fbf30dc70b8f8f4121fc"
+                "sha256:1101c3b5cbd9e8d65471f32fbb99736403f1bc30954fdd233b2991a40c65aa03",
+                "sha256:e41236fd043c83a39329913ec607ae31cd46dad78a09c4924eab4a29e954da17"
             ],
             "markers": "python_version < '4.0' and python_full_version >= '3.8.1'",
-            "version": "==0.0.87"
+            "version": "==0.1.42"
         },
         "loguru": {
             "hashes": [
@@ -932,11 +1004,11 @@
         },
         "marshmallow": {
             "hashes": [
-                "sha256:4c1daff273513dc5eb24b219a8035559dc573c8f322558ef85f5438ddd1236dd",
-                "sha256:c21d4b98fee747c130e6bc8f45c4b3199ea66bc00c12ee1f639f0aeca034d5e9"
+                "sha256:4e65e9e0d80fc9e609574b9983cf32579f305c718afb30d7233ab818571768c3",
+                "sha256:f085493f79efb0644f270a9bf2892843142d80d7174bbbd2f3713f2a589dc633"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.20.2"
+            "version": "==3.21.1"
         },
         "multidict": {
             "hashes": [
@@ -1102,6 +1174,63 @@
             "markers": "python_full_version >= '3.7.1'",
             "version": "==1.2.4"
         },
+        "orjson": {
+            "hashes": [
+                "sha256:115498c4ad34188dcb73464e8dc80e490a3e5e88a925907b6fedcf20e545001a",
+                "sha256:13b5d3c795b09a466ec9fcf0bd3ad7b85467d91a60113885df7b8d639a9d374b",
+                "sha256:175a41500ebb2fdf320bf78e8b9a75a1279525b62ba400b2b2444e274c2c8bee",
+                "sha256:1897aa25a944cec774ce4a0e1c8e98fb50523e97366c637b7d0cddabc42e6643",
+                "sha256:1bef1050b1bdc9ea6c0d08468e3e61c9386723633b397e50b82fda37b3563d72",
+                "sha256:1de3fd5c7b208d836f8ecb4526995f0d5877153a4f6f12f3e9bf11e49357de98",
+                "sha256:22c2f7e377ac757bd3476ecb7480c8ed79d98ef89648f0176deb1da5cd014eb7",
+                "sha256:237ba922aef472761acd697eef77fef4831ab769a42e83c04ac91e9f9e08fa0e",
+                "sha256:23c12bb4ced1c3308eff7ba5c63ef8f0edb3e4c43c026440247dd6c1c61cea4b",
+                "sha256:30707e646080dd3c791f22ce7e4a2fc2438765408547c10510f1f690bd336217",
+                "sha256:30d795a24be16c03dca0c35ca8f9c8eaaa51e3342f2c162d327bd0225118794a",
+                "sha256:33e6655a2542195d6fd9f850b428926559dee382f7a862dae92ca97fea03a5ad",
+                "sha256:400c5b7c4222cb27b5059adf1fb12302eebcabf1978f33d0824aa5277ca899bd",
+                "sha256:4050920e831a49d8782a1720d3ca2f1c49b150953667eed6e5d63a62e80f46a2",
+                "sha256:414e5293b82373606acf0d66313aecb52d9c8c2404b1900683eb32c3d042dbd7",
+                "sha256:4251964db47ef090c462a2d909f16c7c7d5fe68e341dabce6702879ec26d1134",
+                "sha256:4329c1d24fd130ee377e32a72dc54a3c251e6706fccd9a2ecb91b3606fddd998",
+                "sha256:47af5d4b850a2d1328660661f0881b67fdbe712aea905dadd413bdea6f792c33",
+                "sha256:5127478260db640323cea131ee88541cb1a9fbce051f0b22fa2f0892f44da302",
+                "sha256:57d017863ec8aa4589be30a328dacd13c2dc49de1c170bc8d8c8a98ece0f2925",
+                "sha256:5d42768db6f2ce0162544845facb7c081e9364a5eb6d2ef06cd17f6050b048d8",
+                "sha256:5dcb32e949eae80fb335e63b90e5808b4b0f64e31476b3777707416b41682db5",
+                "sha256:60c0b1bdbccd959ebd1575bd0147bd5e10fc76f26216188be4a36b691c937077",
+                "sha256:658ca5cee3379dd3d37dbacd43d42c1b4feee99a29d847ef27a1cb18abdfb23f",
+                "sha256:6735dd4a5a7b6df00a87d1d7a02b84b54d215fb7adac50dd24da5997ffb4798d",
+                "sha256:6a3f53dc650bc860eb26ec293dfb489b2f6ae1cbfc409a127b01229980e372f7",
+                "sha256:73bbbdc43d520204d9ef0817ac03fa49c103c7f9ea94f410d2950755be2c349c",
+                "sha256:8acd4b82a5f3a3ec8b1dc83452941d22b4711964c34727eb1e65449eead353ca",
+                "sha256:90bfc137c75c31d32308fd61951d424424426ddc39a40e367704661a9ee97095",
+                "sha256:9587053e0cefc284e4d1cd113c34468b7d3f17666d22b185ea654f0775316a26",
+                "sha256:983db1f87c371dc6ffc52931eb75f9fe17dc621273e43ce67bee407d3e5476e9",
+                "sha256:98c1bfc6a9bec52bc8f0ab9b86cc0874b0299fccef3562b793c1576cf3abb570",
+                "sha256:9a667769a96a72ca67237224a36faf57db0c82ab07d09c3aafc6f956196cfa1b",
+                "sha256:9bf565a69e0082ea348c5657401acec3cbbb31564d89afebaee884614fba36b4",
+                "sha256:aa7d507c7493252c0a0264b5cc7e20fa2f8622b8a83b04d819b5ce32c97cf57b",
+                "sha256:ade1e21dfde1d37feee8cf6464c20a2f41fa46c8bcd5251e761903e46102dc6b",
+                "sha256:b2d014cf8d4dc9f03fc9f870de191a49a03b1bcda51f2a957943fb9fafe55aac",
+                "sha256:b6ebc17cfbbf741f5c1a888d1854354536f63d84bee537c9a7c0335791bb9009",
+                "sha256:b98345529bafe3c06c09996b303fc0a21961820d634409b8639bc16bd4f21b63",
+                "sha256:ba4d8cac5f2e2cff36bea6b6481cdb92b38c202bcec603d6f5ff91960595a1ed",
+                "sha256:c4f60db24161534764277f798ef53b9d3063092f6d23f8f962b4a97edfa997a0",
+                "sha256:c90681333619d78360d13840c7235fdaf01b2b129cb3a4f1647783b1971542b6",
+                "sha256:cd583341218826f48bd7c6ebf3310b4126216920853cbc471e8dbeaf07b0b80e",
+                "sha256:d16c6963ddf3b28c0d461641517cd312ad6b3cf303d8b87d5ef3fa59d6844337",
+                "sha256:d2817877d0b69f78f146ab305c5975d0618df41acf8811249ee64231f5953fee",
+                "sha256:e286a51def6626f1e0cc134ba2067dcf14f7f4b9550f6dd4535fd9d79000040b",
+                "sha256:e62ba42bfe64c60c1bc84799944f80704e996592c6b9e14789c8e2a303279912",
+                "sha256:eadecaa16d9783affca33597781328e4981b048615c2ddc31c47a51b833d6319",
+                "sha256:ef0f19fdfb6553342b1882f438afd53c7cb7aea57894c4490c43e4431739c700",
+                "sha256:f93e33f67729d460a177ba285002035d3f11425ed3cebac5f6ded4ef36b28344",
+                "sha256:feaed5bb09877dc27ed0d37f037ddef6cb76d19aa34b108db270d27d3d2ef747"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==3.10.0"
+        },
         "packaging": {
             "hashes": [
                 "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5",
@@ -1264,96 +1393,96 @@
         },
         "pydantic": {
             "hashes": [
-                "sha256:0b6a909df3192245cb736509a92ff69e4fef76116feffec68e93a567347bae6f",
-                "sha256:4fd5c182a2488dc63e6d32737ff19937888001e2a6d86e94b3f233104a5d1fa9"
+                "sha256:b1704e0847db01817624a6b86766967f552dd9dbf3afba4004409f908dcc84e6",
+                "sha256:cc46fce86607580867bdc3361ad462bab9c222ef042d3da86f2fb333e1d916c5"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2.6.1"
+            "version": "==2.6.4"
         },
         "pydantic-core": {
             "hashes": [
-                "sha256:02906e7306cb8c5901a1feb61f9ab5e5c690dbbeaa04d84c1b9ae2a01ebe9379",
-                "sha256:0ba503850d8b8dcc18391f10de896ae51d37fe5fe43dbfb6a35c5c5cad271a06",
-                "sha256:16aa02e7a0f539098e215fc193c8926c897175d64c7926d00a36188917717a05",
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@@ -1716,58 +1845,58 @@
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@@ -1838,11 +1967,11 @@
         },
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@@ -1869,11 +1998,11 @@
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