diff --git a/package-lock.json b/package-lock.json
index b3916115..3aed652c 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -20,8 +20,7 @@
         "ansi-colors": "^4.1.3",
         "axios": "^1.6.7",
         "js-tiktoken": "^1.0.14",
-        "node-loader": "^2.0.0",
-        "npm": "^10.8.2"
+        "node-loader": "^2.0.0"
       },
       "devDependencies": {
         "@ai-sdk/anthropic": "^0.0.41",
@@ -30,6 +29,7 @@
         "@changesets/cli": "^2.27.1",
         "@google-cloud/vertexai": "^1.5.0",
         "@google/generative-ai": "^0.1.3",
+        "@mistralai/mistralai": "^1.0.4",
         "@opentelemetry/exporter-trace-otlp-http": "^0.53.0",
         "@pinecone-database/pinecone": "^2.0.1",
         "@qdrant/js-client-rest": "^1.9.0",
@@ -45,7 +45,9 @@
         "eslint-plugin-promise": "^6.0.1",
         "eslint-plugin-unused-imports": "^2.0.0",
         "groq-sdk": "^0.3.3",
+        "i": "^0.3.7",
         "llamaindex": "^0.1.21",
+        "npm": "^10.8.3",
         "ollama": "^0.5.2",
         "openai": "^4.47.1",
         "pgvector": "^0.1.8",
@@ -3953,7 +3955,6 @@
       "version": "1.26.0",
       "resolved": "https://registry.npmjs.org/@opentelemetry/sdk-metrics/-/sdk-metrics-1.26.0.tgz",
       "integrity": "sha512-0SvDXmou/JjzSDOjUmetAAvcKQW6ZrvosU0rkbDGpXvvZN+pQF6JbK/Kd4hNdK4q/22yeruqvukXEJyySTzyTQ==",
-      "dev": true,
       "dependencies": {
         "@opentelemetry/core": "1.26.0",
         "@opentelemetry/resources": "1.26.0"
@@ -3969,7 +3970,6 @@
       "version": "1.26.0",
       "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-1.26.0.tgz",
       "integrity": "sha512-1iKxXXE8415Cdv0yjG3G6hQnB5eVEsJce3QaawX8SjDn0mAS0ZM8fAbZZJD4ajvhC15cePvosSCut404KrIIvQ==",
-      "dev": true,
       "dependencies": {
         "@opentelemetry/semantic-conventions": "1.27.0"
       },
@@ -3984,7 +3984,6 @@
       "version": "1.26.0",
       "resolved": "https://registry.npmjs.org/@opentelemetry/resources/-/resources-1.26.0.tgz",
       "integrity": "sha512-CPNYchBE7MBecCSVy0HKpUISEeJOniWqcHaAHpmasZ3j9o6V3AyBzhRc90jdmemq0HOxDr6ylhUbDhBqqPpeNw==",
-      "dev": true,
       "dependencies": {
         "@opentelemetry/core": "1.26.0",
         "@opentelemetry/semantic-conventions": "1.27.0"
@@ -4000,7 +3999,6 @@
       "version": "1.27.0",
       "resolved": "https://registry.npmjs.org/@opentelemetry/semantic-conventions/-/semantic-conventions-1.27.0.tgz",
       "integrity": "sha512-sAay1RrB+ONOem0OZanAR1ZI/k7yDpnOQSQmTMuGImUQb2y8EbSaCJ94FQluM74xoU03vlb2d2U90hZluL6nQg==",
-      "dev": true,
       "engines": {
         "node": ">=14"
       }
@@ -9185,6 +9183,15 @@
         "ms": "^2.0.0"
       }
     },
+    "node_modules/i": {
+      "version": "0.3.7",
+      "resolved": "https://registry.npmjs.org/i/-/i-0.3.7.tgz",
+      "integrity": "sha512-FYz4wlXgkQwIPqhzC5TdNMLSE5+GS1IIDJZY/1ZiEPCT2S3COUVZeT5OW4BmW4r5LHLQuOosSwsvnroG9GR59Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=0.4"
+      }
+    },
     "node_modules/iconv-lite": {
       "version": "0.6.3",
       "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
@@ -10365,7 +10372,8 @@
     "node_modules/lodash.merge": {
       "version": "4.6.2",
       "resolved": "https://registry.npmjs.org/lodash.merge/-/lodash.merge-4.6.2.tgz",
-      "integrity": "sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ=="
+      "integrity": "sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ==",
+      "dev": true
     },
     "node_modules/lodash.startcase": {
       "version": "4.4.0",
@@ -10992,9 +11000,9 @@
       }
     },
     "node_modules/npm": {
-      "version": "10.8.2",
-      "resolved": "https://registry.npmjs.org/npm/-/npm-10.8.2.tgz",
-      "integrity": "sha512-x/AIjFIKRllrhcb48dqUNAAZl0ig9+qMuN91RpZo3Cb2+zuibfh+KISl6+kVVyktDz230JKc208UkQwwMqyB+w==",
+      "version": "10.8.3",
+      "resolved": "https://registry.npmjs.org/npm/-/npm-10.8.3.tgz",
+      "integrity": "sha512-0IQlyAYvVtQ7uOhDFYZCGK8kkut2nh8cpAdA9E6FvRSJaTgtZRZgNjlC5ZCct//L73ygrpY93CxXpRJDtNqPVg==",
       "bundleDependencies": [
         "@isaacs/string-locale-compare",
         "@npmcli/arborist",
@@ -11065,6 +11073,7 @@
         "which",
         "write-file-atomic"
       ],
+      "dev": true,
       "workspaces": [
         "docs",
         "smoke-tests",
@@ -11085,13 +11094,13 @@
         "@sigstore/tuf": "^2.3.4",
         "abbrev": "^2.0.0",
         "archy": "~1.0.0",
-        "cacache": "^18.0.3",
+        "cacache": "^18.0.4",
         "chalk": "^5.3.0",
         "ci-info": "^4.0.0",
         "cli-columns": "^4.0.0",
         "fastest-levenshtein": "^1.0.16",
         "fs-minipass": "^3.0.3",
-        "glob": "^10.4.2",
+        "glob": "^10.4.5",
         "graceful-fs": "^4.2.11",
         "hosted-git-info": "^7.0.2",
         "ini": "^4.1.3",
@@ -11100,7 +11109,7 @@
         "json-parse-even-better-errors": "^3.0.2",
         "libnpmaccess": "^8.0.6",
         "libnpmdiff": "^6.1.4",
-        "libnpmexec": "^8.1.3",
+        "libnpmexec": "^8.1.4",
         "libnpmfund": "^5.0.12",
         "libnpmhook": "^10.0.5",
         "libnpmorg": "^6.0.6",
@@ -11114,12 +11123,12 @@
         "minipass": "^7.1.1",
         "minipass-pipeline": "^1.2.4",
         "ms": "^2.1.2",
-        "node-gyp": "^10.1.0",
+        "node-gyp": "^10.2.0",
         "nopt": "^7.2.1",
         "normalize-package-data": "^6.0.2",
         "npm-audit-report": "^5.0.0",
         "npm-install-checks": "^6.3.0",
-        "npm-package-arg": "^11.0.2",
+        "npm-package-arg": "^11.0.3",
         "npm-pick-manifest": "^9.1.0",
         "npm-profile": "^10.0.0",
         "npm-registry-fetch": "^17.1.0",
@@ -11130,7 +11139,7 @@
         "proc-log": "^4.2.0",
         "qrcode-terminal": "^0.12.0",
         "read": "^3.0.1",
-        "semver": "^7.6.2",
+        "semver": "^7.6.3",
         "spdx-expression-parse": "^4.0.0",
         "ssri": "^10.0.6",
         "supports-color": "^9.4.0",
@@ -11152,6 +11161,7 @@
     },
     "node_modules/npm/node_modules/@isaacs/cliui": {
       "version": "8.0.2",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11168,6 +11178,7 @@
     },
     "node_modules/npm/node_modules/@isaacs/cliui/node_modules/ansi-regex": {
       "version": "6.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -11179,11 +11190,13 @@
     },
     "node_modules/npm/node_modules/@isaacs/cliui/node_modules/emoji-regex": {
       "version": "9.2.2",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/@isaacs/cliui/node_modules/string-width": {
       "version": "5.1.2",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11200,6 +11213,7 @@
     },
     "node_modules/npm/node_modules/@isaacs/cliui/node_modules/strip-ansi": {
       "version": "7.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11214,11 +11228,13 @@
     },
     "node_modules/npm/node_modules/@isaacs/string-locale-compare": {
       "version": "1.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC"
     },
     "node_modules/npm/node_modules/@npmcli/agent": {
       "version": "2.2.2",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11234,6 +11250,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/arborist": {
       "version": "7.5.4",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11282,6 +11299,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/config": {
       "version": "8.3.4",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11300,6 +11318,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/fs": {
       "version": "3.1.1",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11311,6 +11330,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/git": {
       "version": "5.0.8",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11330,6 +11350,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/installed-package-contents": {
       "version": "2.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11345,6 +11366,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/map-workspaces": {
       "version": "3.0.6",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11359,6 +11381,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/metavuln-calculator": {
       "version": "7.1.1",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11374,6 +11397,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/name-from-folder": {
       "version": "2.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -11382,6 +11406,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/node-gyp": {
       "version": "3.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -11390,6 +11415,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/package-json": {
       "version": "5.2.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11407,6 +11433,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/promise-spawn": {
       "version": "7.0.2",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11418,6 +11445,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/query": {
       "version": "3.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11429,6 +11457,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/redact": {
       "version": "2.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -11437,6 +11466,7 @@
     },
     "node_modules/npm/node_modules/@npmcli/run-script": {
       "version": "8.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11453,6 +11483,7 @@
     },
     "node_modules/npm/node_modules/@pkgjs/parseargs": {
       "version": "0.11.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "optional": true,
@@ -11462,6 +11493,7 @@
     },
     "node_modules/npm/node_modules/@sigstore/bundle": {
       "version": "2.3.2",
+      "dev": true,
       "inBundle": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -11473,6 +11505,7 @@
     },
     "node_modules/npm/node_modules/@sigstore/core": {
       "version": "1.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "Apache-2.0",
       "engines": {
@@ -11481,6 +11514,7 @@
     },
     "node_modules/npm/node_modules/@sigstore/protobuf-specs": {
       "version": "0.3.2",
+      "dev": true,
       "inBundle": true,
       "license": "Apache-2.0",
       "engines": {
@@ -11489,6 +11523,7 @@
     },
     "node_modules/npm/node_modules/@sigstore/sign": {
       "version": "2.3.2",
+      "dev": true,
       "inBundle": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -11505,6 +11540,7 @@
     },
     "node_modules/npm/node_modules/@sigstore/tuf": {
       "version": "2.3.4",
+      "dev": true,
       "inBundle": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -11517,6 +11553,7 @@
     },
     "node_modules/npm/node_modules/@sigstore/verify": {
       "version": "1.2.1",
+      "dev": true,
       "inBundle": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -11530,6 +11567,7 @@
     },
     "node_modules/npm/node_modules/@tufjs/canonical-json": {
       "version": "2.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -11538,6 +11576,7 @@
     },
     "node_modules/npm/node_modules/@tufjs/models": {
       "version": "2.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11550,6 +11589,7 @@
     },
     "node_modules/npm/node_modules/abbrev": {
       "version": "2.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -11558,6 +11598,7 @@
     },
     "node_modules/npm/node_modules/agent-base": {
       "version": "7.1.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11569,6 +11610,7 @@
     },
     "node_modules/npm/node_modules/aggregate-error": {
       "version": "3.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11581,6 +11623,7 @@
     },
     "node_modules/npm/node_modules/ansi-regex": {
       "version": "5.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -11589,6 +11632,7 @@
     },
     "node_modules/npm/node_modules/ansi-styles": {
       "version": "6.2.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -11600,21 +11644,25 @@
     },
     "node_modules/npm/node_modules/aproba": {
       "version": "2.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC"
     },
     "node_modules/npm/node_modules/archy": {
       "version": "1.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/balanced-match": {
       "version": "1.0.2",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/bin-links": {
       "version": "4.0.4",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11629,6 +11677,7 @@
     },
     "node_modules/npm/node_modules/binary-extensions": {
       "version": "2.3.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -11640,6 +11689,7 @@
     },
     "node_modules/npm/node_modules/brace-expansion": {
       "version": "2.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11647,7 +11697,8 @@
       }
     },
     "node_modules/npm/node_modules/cacache": {
-      "version": "18.0.3",
+      "version": "18.0.4",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11670,6 +11721,7 @@
     },
     "node_modules/npm/node_modules/chalk": {
       "version": "5.3.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -11681,6 +11733,7 @@
     },
     "node_modules/npm/node_modules/chownr": {
       "version": "2.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -11689,6 +11742,7 @@
     },
     "node_modules/npm/node_modules/ci-info": {
       "version": "4.0.0",
+      "dev": true,
       "funding": [
         {
           "type": "github",
@@ -11703,6 +11757,7 @@
     },
     "node_modules/npm/node_modules/cidr-regex": {
       "version": "4.1.1",
+      "dev": true,
       "inBundle": true,
       "license": "BSD-2-Clause",
       "dependencies": {
@@ -11714,6 +11769,7 @@
     },
     "node_modules/npm/node_modules/clean-stack": {
       "version": "2.2.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -11722,6 +11778,7 @@
     },
     "node_modules/npm/node_modules/cli-columns": {
       "version": "4.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11734,6 +11791,7 @@
     },
     "node_modules/npm/node_modules/cmd-shim": {
       "version": "6.0.3",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -11742,6 +11800,7 @@
     },
     "node_modules/npm/node_modules/color-convert": {
       "version": "2.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11753,16 +11812,19 @@
     },
     "node_modules/npm/node_modules/color-name": {
       "version": "1.1.4",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/common-ancestor-path": {
       "version": "1.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "ISC"
     },
     "node_modules/npm/node_modules/cross-spawn": {
       "version": "7.0.3",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11776,6 +11838,7 @@
     },
     "node_modules/npm/node_modules/cross-spawn/node_modules/which": {
       "version": "2.0.2",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -11790,6 +11853,7 @@
     },
     "node_modules/npm/node_modules/cssesc": {
       "version": "3.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "bin": {
@@ -11800,7 +11864,8 @@
       }
     },
     "node_modules/npm/node_modules/debug": {
-      "version": "4.3.5",
+      "version": "4.3.6",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -11817,11 +11882,13 @@
     },
     "node_modules/npm/node_modules/debug/node_modules/ms": {
       "version": "2.1.2",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/diff": {
       "version": "5.2.0",
+      "dev": true,
       "inBundle": true,
       "license": "BSD-3-Clause",
       "engines": {
@@ -11830,16 +11897,19 @@
     },
     "node_modules/npm/node_modules/eastasianwidth": {
       "version": "0.2.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/emoji-regex": {
       "version": "8.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/encoding": {
       "version": "0.1.13",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "optional": true,
@@ -11849,6 +11919,7 @@
     },
     "node_modules/npm/node_modules/env-paths": {
       "version": "2.2.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -11857,16 +11928,19 @@
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@@ -12668,6 +12794,7 @@
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     },
     "node_modules/npm/node_modules/retry": {
       "version": "0.12.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -12871,12 +13016,14 @@
     },
     "node_modules/npm/node_modules/safer-buffer": {
       "version": "2.1.2",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "optional": true
     },
     "node_modules/npm/node_modules/semver": {
-      "version": "7.6.2",
+      "version": "7.6.3",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "bin": {
@@ -12888,6 +13035,7 @@
     },
     "node_modules/npm/node_modules/shebang-command": {
       "version": "2.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -12899,6 +13047,7 @@
     },
     "node_modules/npm/node_modules/shebang-regex": {
       "version": "3.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -12907,6 +13056,7 @@
     },
     "node_modules/npm/node_modules/signal-exit": {
       "version": "4.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -12918,6 +13068,7 @@
     },
     "node_modules/npm/node_modules/sigstore": {
       "version": "2.3.1",
+      "dev": true,
       "inBundle": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -12934,6 +13085,7 @@
     },
     "node_modules/npm/node_modules/smart-buffer": {
       "version": "4.2.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -12943,6 +13095,7 @@
     },
     "node_modules/npm/node_modules/socks": {
       "version": "2.8.3",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -12956,6 +13109,7 @@
     },
     "node_modules/npm/node_modules/socks-proxy-agent": {
       "version": "8.0.4",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -12969,6 +13123,7 @@
     },
     "node_modules/npm/node_modules/spdx-correct": {
       "version": "3.2.0",
+      "dev": true,
       "inBundle": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -12978,6 +13133,7 @@
     },
     "node_modules/npm/node_modules/spdx-correct/node_modules/spdx-expression-parse": {
       "version": "3.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -12987,11 +13143,13 @@
     },
     "node_modules/npm/node_modules/spdx-exceptions": {
       "version": "2.5.0",
+      "dev": true,
       "inBundle": true,
       "license": "CC-BY-3.0"
     },
     "node_modules/npm/node_modules/spdx-expression-parse": {
       "version": "4.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13001,16 +13159,19 @@
     },
     "node_modules/npm/node_modules/spdx-license-ids": {
       "version": "3.0.18",
+      "dev": true,
       "inBundle": true,
       "license": "CC0-1.0"
     },
     "node_modules/npm/node_modules/sprintf-js": {
       "version": "1.1.3",
+      "dev": true,
       "inBundle": true,
       "license": "BSD-3-Clause"
     },
     "node_modules/npm/node_modules/ssri": {
       "version": "10.0.6",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -13022,6 +13183,7 @@
     },
     "node_modules/npm/node_modules/string-width": {
       "version": "4.2.3",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13036,6 +13198,7 @@
     "node_modules/npm/node_modules/string-width-cjs": {
       "name": "string-width",
       "version": "4.2.3",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13049,6 +13212,7 @@
     },
     "node_modules/npm/node_modules/strip-ansi": {
       "version": "6.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13061,6 +13225,7 @@
     "node_modules/npm/node_modules/strip-ansi-cjs": {
       "name": "strip-ansi",
       "version": "6.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13072,6 +13237,7 @@
     },
     "node_modules/npm/node_modules/supports-color": {
       "version": "9.4.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -13083,6 +13249,7 @@
     },
     "node_modules/npm/node_modules/tar": {
       "version": "6.2.1",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -13099,6 +13266,7 @@
     },
     "node_modules/npm/node_modules/tar/node_modules/fs-minipass": {
       "version": "2.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -13110,6 +13278,7 @@
     },
     "node_modules/npm/node_modules/tar/node_modules/fs-minipass/node_modules/minipass": {
       "version": "3.3.6",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -13121,6 +13290,7 @@
     },
     "node_modules/npm/node_modules/tar/node_modules/minipass": {
       "version": "5.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -13129,16 +13299,19 @@
     },
     "node_modules/npm/node_modules/text-table": {
       "version": "0.2.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/tiny-relative-date": {
       "version": "1.3.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/treeverse": {
       "version": "3.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -13147,6 +13320,7 @@
     },
     "node_modules/npm/node_modules/tuf-js": {
       "version": "2.2.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13160,6 +13334,7 @@
     },
     "node_modules/npm/node_modules/unique-filename": {
       "version": "3.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -13171,6 +13346,7 @@
     },
     "node_modules/npm/node_modules/unique-slug": {
       "version": "4.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -13182,11 +13358,13 @@
     },
     "node_modules/npm/node_modules/util-deprecate": {
       "version": "1.0.2",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/validate-npm-package-license": {
       "version": "3.0.4",
+      "dev": true,
       "inBundle": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -13196,6 +13374,7 @@
     },
     "node_modules/npm/node_modules/validate-npm-package-license/node_modules/spdx-expression-parse": {
       "version": "3.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13205,6 +13384,7 @@
     },
     "node_modules/npm/node_modules/validate-npm-package-name": {
       "version": "5.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -13213,11 +13393,13 @@
     },
     "node_modules/npm/node_modules/walk-up-path": {
       "version": "3.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "ISC"
     },
     "node_modules/npm/node_modules/which": {
       "version": "4.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -13232,6 +13414,7 @@
     },
     "node_modules/npm/node_modules/which/node_modules/isexe": {
       "version": "3.1.1",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "engines": {
@@ -13240,6 +13423,7 @@
     },
     "node_modules/npm/node_modules/wrap-ansi": {
       "version": "8.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13257,6 +13441,7 @@
     "node_modules/npm/node_modules/wrap-ansi-cjs": {
       "name": "wrap-ansi",
       "version": "7.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13273,6 +13458,7 @@
     },
     "node_modules/npm/node_modules/wrap-ansi-cjs/node_modules/ansi-styles": {
       "version": "4.3.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13287,6 +13473,7 @@
     },
     "node_modules/npm/node_modules/wrap-ansi/node_modules/ansi-regex": {
       "version": "6.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
@@ -13298,11 +13485,13 @@
     },
     "node_modules/npm/node_modules/wrap-ansi/node_modules/emoji-regex": {
       "version": "9.2.2",
+      "dev": true,
       "inBundle": true,
       "license": "MIT"
     },
     "node_modules/npm/node_modules/wrap-ansi/node_modules/string-width": {
       "version": "5.1.2",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13319,6 +13508,7 @@
     },
     "node_modules/npm/node_modules/wrap-ansi/node_modules/strip-ansi": {
       "version": "7.1.0",
+      "dev": true,
       "inBundle": true,
       "license": "MIT",
       "dependencies": {
@@ -13333,6 +13523,7 @@
     },
     "node_modules/npm/node_modules/write-file-atomic": {
       "version": "5.0.1",
+      "dev": true,
       "inBundle": true,
       "license": "ISC",
       "dependencies": {
@@ -13345,6 +13536,7 @@
     },
     "node_modules/npm/node_modules/yallist": {
       "version": "4.0.0",
+      "dev": true,
       "inBundle": true,
       "license": "ISC"
     },
@@ -16955,4 +17147,4 @@
       }
     }
   }
-}
\ No newline at end of file
+}
diff --git a/package.json b/package.json
index 344cefda..e9c48b76 100644
--- a/package.json
+++ b/package.json
@@ -32,8 +32,7 @@
     "ansi-colors": "^4.1.3",
     "axios": "^1.6.7",
     "js-tiktoken": "^1.0.14",
-    "node-loader": "^2.0.0",
-    "npm": "^10.8.2"
+    "node-loader": "^2.0.0"
   },
   "devDependencies": {
     "@ai-sdk/anthropic": "^0.0.41",
@@ -42,6 +41,7 @@
     "@changesets/cli": "^2.27.1",
     "@google-cloud/vertexai": "^1.5.0",
     "@google/generative-ai": "^0.1.3",
+    "@mistralai/mistralai": "^1.0.4",
     "@opentelemetry/exporter-trace-otlp-http": "^0.53.0",
     "@pinecone-database/pinecone": "^2.0.1",
     "@qdrant/js-client-rest": "^1.9.0",
@@ -57,7 +57,9 @@
     "eslint-plugin-promise": "^6.0.1",
     "eslint-plugin-unused-imports": "^2.0.0",
     "groq-sdk": "^0.3.3",
+    "i": "^0.3.7",
     "llamaindex": "^0.1.21",
+    "npm": "^10.8.3",
     "ollama": "^0.5.2",
     "openai": "^4.47.1",
     "pgvector": "^0.1.8",
@@ -65,4 +67,4 @@
     "typescript": "^4.9.5",
     "weaviate-ts-client": "^2.2.0"
   }
-}
\ No newline at end of file
+}
diff --git a/src/examples/entrypoint.ts b/src/examples/entrypoint.ts
index 5313853d..a3076595 100644
--- a/src/examples/entrypoint.ts
+++ b/src/examples/entrypoint.ts
@@ -1,3 +1,3 @@
-import { chatCompletion } from '@langtrace-examples/mistral/chat-complete'
+import { basic } from '@langtrace-examples/llamaindex/basic'
 
-void chatCompletion()
+void basic()
diff --git a/src/examples/llamaindex/basic.ts b/src/examples/llamaindex/basic.ts
index be8f8e7b..9f2dd7c7 100644
--- a/src/examples/llamaindex/basic.ts
+++ b/src/examples/llamaindex/basic.ts
@@ -1,38 +1,89 @@
+
 import { init } from '@langtrace-init/init'
-import type { BaseReader, Metadata } from 'llamaindex'
+import type { BaseReader, Metadata, NodeWithScore } from 'llamaindex'
 import { withLangTraceRootSpan } from '@langtrace-utils/instrumentation'
 import dotenv from 'dotenv'
 import {
+  CorrectnessEvaluator,
   Document,
-  FILE_EXT_TO_READER,
   IngestionPipeline,
   QuestionsAnsweredExtractor,
-  SimpleDirectoryReader,
-  TextFileReader,
+  ResponseSynthesizer,
+  TextNode,
   TitleExtractor,
-  VectorStoreIndex
+  VectorStoreIndex,
+  SentenceSplitter
 } from 'llamaindex'
 dotenv.config()
 
-init({ batch: false, write_spans_to_console: true })
+init({ batch: false, api_key: '986fd03796f14f6a1009f6a65866e39ae850cd14e1f7348260dfc04ef5ab38a7' })
 
+// Initialize the root span to trace the operations
 export async function basic (): Promise<void> {
   await withLangTraceRootSpan(async (spanId, traceId) => {
-  // // Create Document object with essay
-    const document = new Document({ text: "Author of 'React' and 'Redux' books. He is a software engineer at Facebook. He studied at the University of Moscow and studied engineering" })
+    // Step 1: Load documents using the loader function
+    const documents = await loader()
+
+    // Step 2: Split documents into sentences using SentenceSplitter before indexing
+    const splitter = new SentenceSplitter({ chunkSize: 20 })
+    const splitDocuments: Document[] = []
+
+    for (const doc of documents) {
+      const sentenceChunks = splitter.splitText(doc.text)
+      console.info('Sentence Chunks:', sentenceChunks)
+      sentenceChunks.forEach((chunk, index) => {
+        splitDocuments.push(new Document({ text: chunk, metadata: { part: index + 1 } }))
+      })
+    }
+    console.info('Split Documents:', splitDocuments)
 
-    // // Split text and create embeddings. Store them in a VectorStoreIndex
-    const index = await VectorStoreIndex.fromDocuments([document])
+    // Step 3: Create a VectorStoreIndex from the split documents
+    const index = await VectorStoreIndex.fromDocuments(splitDocuments)
 
-    // Query the index
+    // Step 4: Query the index using QueryEngine
     const queryEngine = index.asQueryEngine()
-    const response = await queryEngine.query({ query: 'What did the author do in college?' })
-    // Output response
-    console.info(response.toString())
+    const query = 'What did the author do in college?'
+    const response = await queryEngine.query({ query })
+    console.info('Query Response:', response.toString())
+
+    // Step 5: Retrieve additional data using Retriever
+    const retriever = index.asRetriever()
+    const retrievedDocuments = await retriever.retrieve(query)
+    console.info('Retrieved Documents:', retrievedDocuments)
+
+    // Step 6: Evaluate the query response using CorrectnessEvaluator
+    const evaluator = new CorrectnessEvaluator({})
+    const evaluationResult = await evaluator.evaluateResponse({ query, response })
+    const evaluationResult2 = await evaluator.evaluate({ query, response: response.response.toString() })
+    console.info('Evaluation Result:', evaluationResult)
+    console.info('Evaluation Result 2:', evaluationResult2)
+
+    // Step 7: Run the ingestion pipeline with transformations
+    const nodes = await runIngestionPipeline()
+    console.info('Transformed Nodes:', nodes)
+
+    // Step 8: Synthesize a response using the ResponseSynthesizer
+    const responseSynthesizer = new ResponseSynthesizer()
+    const nodesWithScore: NodeWithScore[] = [
+      {
+        node: new TextNode({ text: 'I am 10 years old.' }),
+        score: 1
+      },
+      {
+        node: new TextNode({ text: 'John is 20 years old.' }),
+        score: 0.5
+      }
+    ]
+    const synthesizeResponse = await responseSynthesizer.synthesize({
+      query: 'What age am I?',
+      nodesWithScore
+    })
+    console.info('Synthesized Response:', synthesizeResponse)
   })
 }
 
-export async function extractor (): Promise<void> {
+// Ingestion pipeline to extract metadata and transform documents
+export async function runIngestionPipeline (): Promise<Array<Document<Metadata>>> {
   const pipeline = new IngestionPipeline({
     transformations: [
       new TitleExtractor(),
@@ -45,31 +96,20 @@ export async function extractor (): Promise<void> {
       new Document({ text: 'I am 10 years old. John is 20 years old.' })
     ]
   })
-
-  for (const node of nodes) {
-    console.info(node.metadata)
-  }
+  return nodes.map((node) => new Document(node))
 }
 
-export async function loader (): Promise<void> {
+// Loader function to read data
+export async function loader (): Promise<Document[]> {
   class ZipReader implements BaseReader {
     // eslint-disable-next-line @typescript-eslint/require-await
     async loadData (): Promise<Array<Document<Metadata>>> {
-      throw new Error('Implement me')
+      return await runIngestionPipeline()
     }
   }
 
-  const reader = new SimpleDirectoryReader()
-  const documents = await reader.loadData({
-    directoryPath: 'src/examples/llamaindex/data',
-    defaultReader: new TextFileReader(),
-    fileExtToReader: {
-      ...FILE_EXT_TO_READER,
-      zip: new ZipReader()
-    }
-  })
+  const reader = new ZipReader()
+  const documents = await reader.loadData()
 
-  documents.forEach((doc) => {
-    console.info(`document (${doc.id_}):`, doc.getText())
-  })
+  return documents
 }
diff --git a/src/instrumentation/llamaindex/instrumentation.ts b/src/instrumentation/llamaindex/instrumentation.ts
index e10bb2d9..3e267035 100644
--- a/src/instrumentation/llamaindex/instrumentation.ts
+++ b/src/instrumentation/llamaindex/instrumentation.ts
@@ -26,8 +26,20 @@ import {
 import { version, name } from '../../../package.json'
 
 class LlamaIndexInstrumentation extends InstrumentationBase<any> {
+  private readonly methodsToPatch: string[]
   constructor () {
     super(name, version)
+    this.methodsToPatch =
+    [
+      'query', 'retrieve', 'chat',
+      'call', 'extract', 'loadData',
+      'run', 'evaluateResponse',
+      'evaluate', '_getPrompts', '_updatePrompts',
+      'transform', 'fromDocuments',
+      'getNodesFromDocuments',
+      'synthesize', 'validatePrompts',
+      'splitText'
+    ]
   }
 
   public manualPatch (llamaIndex: any): void {
@@ -56,119 +68,29 @@ class LlamaIndexInstrumentation extends InstrumentationBase<any> {
   }
 
   private _patch (llama: any, moduleVersion?: string): void {
-    // Note: Instrumenting only the core concepts of LlamaIndex SDK
     // https://github.com/run-llama/LlamaIndexTS?tab=readme-ov-file
-
     for (const key in llama) {
       const cls = (llama)[key]
       if (cls.prototype !== undefined) {
-        if (cls.prototype.query !== undefined) {
-          if (isWrapped(cls.prototype)) {
-            this._unwrap(cls.prototype, 'query')
-          }
-          this._wrap(
-            cls.prototype,
-            'query',
-            (originalMethod: (...args: any[]) => any) =>
-              genericPatch(
-                originalMethod,
-                `llamaindex.${key}.query`,
-                'query',
-                this.tracer,
-                this.instrumentationVersion,
-                moduleVersion
-              )
-          )
-        }
-        if (cls.prototype.retrieve !== undefined) {
-          if (isWrapped(cls.prototype)) {
-            this._unwrap(cls.prototype, 'retrieve')
-          }
-          this._wrap(
-            cls.prototype,
-            'retrieve',
-            (originalMethod: (...args: any[]) => any) =>
-              genericPatch(
-                originalMethod,
-                `llamaindex.${key}.retrieve`,
-                'retrieve_data',
-                this.tracer,
-                this.instrumentationVersion,
-                moduleVersion
-              )
-          )
-        }
-        if (cls.prototype.chat !== undefined) {
-          if (isWrapped(cls.prototype)) {
-            this._unwrap(cls.prototype, 'chat')
-          }
-          this._wrap(
-            cls.prototype,
-            'chat',
-            (originalMethod: (...args: any[]) => any) =>
-              genericPatch(
-                originalMethod,
-                `llamaindex.${key}.chat`,
-                'chat',
-                this.tracer,
-                this.instrumentationVersion,
-                moduleVersion
-              )
-          )
-        }
-        if (cls.prototype.call !== undefined) {
-          if (isWrapped(cls.prototype)) {
-            this._unwrap(cls.prototype, 'call')
-          }
-          this._wrap(
-            cls.prototype,
-            'call',
-            (originalMethod: (...args: any[]) => any) =>
-              genericPatch(
-                originalMethod,
-                `llamaindex.${key}.call`,
-                'prompt',
-                this.tracer,
-                this.instrumentationVersion,
-                moduleVersion
-              )
-          )
-        }
-        if (cls.prototype.extract !== undefined) {
-          if (isWrapped(cls.prototype)) {
-            this._unwrap(cls.prototype, 'extract')
-          }
-          this._wrap(
-            cls.prototype,
-            'extract',
-            (originalMethod: (...args: any[]) => any) =>
-              genericPatch(
-                originalMethod,
-                `llamaindex.${key}.extract`,
-                'extract_data',
-                this.tracer,
-                this.instrumentationVersion,
-                moduleVersion
-              )
-          )
-        }
-        if (cls.prototype.loadData !== undefined) {
-          if (isWrapped(cls.prototype)) {
-            this._unwrap(cls.prototype, 'loadData')
+        for (const method of this.methodsToPatch) {
+          if (cls.prototype[method] !== undefined) {
+            if (isWrapped(cls.prototype)) {
+              this._unwrap(cls.prototype, method)
+            }
+            this._wrap(
+              cls.prototype,
+              method,
+              (originalMethod: (...args: any[]) => any) =>
+                genericPatch(
+                  originalMethod,
+                  `llamaindex.${key}.${method}`,
+                  method,
+                  this.tracer,
+                  this.instrumentationVersion,
+                  moduleVersion
+                )
+            )
           }
-          this._wrap(
-            cls.prototype,
-            'loadData',
-            (originalMethod: (...args: any[]) => any) =>
-              genericPatch(
-                originalMethod,
-                `llamaindex.${key}.loadData`,
-                'load_data',
-                this.tracer,
-                this.instrumentationVersion,
-                moduleVersion
-              )
-          )
         }
       }
     }
@@ -178,23 +100,10 @@ class LlamaIndexInstrumentation extends InstrumentationBase<any> {
     for (const key in llama) {
       const cls = (llama)[key]
       if (cls.prototype !== undefined) {
-        if (cls.prototype.query !== undefined) {
-          this._unwrap(cls.prototype, 'query')
-        }
-        if (cls.prototype.retrieve !== undefined) {
-          this._unwrap(cls.prototype, 'retrieve')
-        }
-        if (cls.prototype.chat !== undefined) {
-          this._unwrap(cls.prototype, 'chat')
-        }
-        if (cls.prototype.call !== undefined) {
-          this._unwrap(cls.prototype, 'call')
-        }
-        if (cls.prototype.extract !== undefined) {
-          this._unwrap(cls.prototype, 'extract')
-        }
-        if (cls.prototype.loadData !== undefined) {
-          this._unwrap(cls.prototype, 'loadData')
+        for (const method of this.methodsToPatch) {
+          if (isWrapped(cls.prototype)) {
+            this._unwrap(cls.prototype, method)
+          }
         }
       }
     }
diff --git a/src/instrumentation/llamaindex/patch.ts b/src/instrumentation/llamaindex/patch.ts
index dc05a6ec..1f85c7e6 100644
--- a/src/instrumentation/llamaindex/patch.ts
+++ b/src/instrumentation/llamaindex/patch.ts
@@ -1,29 +1,6 @@
-/*
- * Copyright (c) 2024 Scale3 Labs
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
 import { LANGTRACE_ADDITIONAL_SPAN_ATTRIBUTES_KEY } from '@langtrace-constants/common'
 import { FrameworkSpanAttributes, Vendors } from '@langtrase/trace-attributes'
-import {
-  Exception,
-  SpanKind,
-  SpanStatusCode,
-  Tracer,
-  context,
-  trace
-} from '@opentelemetry/api'
+import { Tracer, context, SpanKind, SpanStatusCode, Exception, trace } from '@opentelemetry/api'
 
 export function genericPatch (
   originalMethod: (...args: any[]) => any,
@@ -33,7 +10,7 @@ export function genericPatch (
   langtraceVersion: string,
   version?: string
 ): (...args: any[]) => any {
-  return async function (this: any, ...args: any[]) {
+  return function (this: any, ...args: any[]) {
     // eslint-disable-next-line @typescript-eslint/no-unsafe-return
     const customAttributes = context.active().getValue(LANGTRACE_ADDITIONAL_SPAN_ATTRIBUTES_KEY) ?? {}
     const attributes: FrameworkSpanAttributes = {
@@ -45,23 +22,49 @@ export function genericPatch (
       'llamaindex.task.name': task,
       ...customAttributes
     }
+    if (task !== 'llamaindex.SimpleVectorStore.query') {
+      attributes['llamaindex.inputs'] = JSON.stringify(args)
+    }
     const spanName = customAttributes['langtrace.span.name' as keyof typeof customAttributes] ?? method
     const span = tracer.startSpan(spanName, { kind: SpanKind.CLIENT, attributes }, context.active())
-    return await context.with(
-      trace.setSpan(context.active(), span),
-      async () => {
-        try {
-          const response = await originalMethod.apply(this, args)
+
+    const invokeMethod = (): any => {
+      try {
+        const result = originalMethod.apply(this, args)
+        if (result instanceof Promise) {
+          // Handle async function
+          return result
+            .then((response: any) => {
+              if (task !== 'llamaindex.SimpleVectorStore.query') {
+                span.setAttributes({ 'llamaindex.outputs': JSON.stringify(response) })
+              }
+              span.setStatus({ code: SpanStatusCode.OK })
+              span.end()
+              return response
+            })
+            .catch((error: any) => {
+              span.recordException(error as Exception)
+              span.setStatus({ code: SpanStatusCode.ERROR })
+              span.end()
+              throw error
+            })
+        } else {
+          // Handle sync function
+          if (task !== 'llamaindex.SimpleVectorStore.query') {
+            span.setAttributes({ 'llamaindex.outputs': JSON.stringify(result) })
+          }
           span.setStatus({ code: SpanStatusCode.OK })
           span.end()
-          return response
-        } catch (error: any) {
-          span.recordException(error as Exception)
-          span.setStatus({ code: SpanStatusCode.ERROR })
-          span.end()
-          throw error
+          return result
         }
+      } catch (error: any) {
+        span.recordException(error as Exception)
+        span.setStatus({ code: SpanStatusCode.ERROR })
+        span.end()
+        throw error
       }
-    )
+    }
+
+    return context.with(trace.setSpan(context.active(), span), invokeMethod)
   }
 }