diff --git a/packages/cli/package.json b/packages/cli/package.json
index ba9e1fee1..7a69dd2d3 100644
--- a/packages/cli/package.json
+++ b/packages/cli/package.json
@@ -48,6 +48,7 @@
     "@anthropic-ai/bedrock-sdk": "^0.12.0",
     "@anthropic-ai/sdk": "^0.33.1",
     "@azure/identity": "^4.5.0",
+    "@elastic/micro-jq": "^1.8.0",
     "@inquirer/prompts": "^7.2.1",
     "@modelcontextprotocol/sdk": "^1.0.4",
     "@octokit/plugin-paginate-rest": "^11.3.6",
@@ -116,9 +117,9 @@
   "scripts": {
     "compile:runtime": "tsc src/runtime.ts --skipLibCheck --outDir built --declaration --target es2020 --moduleResolution node --module esnext && mv built/runtime.js built/runtime.mjs",
     "compile:api": "esbuild src/api.ts --outfile=built/api.mjs",
-    "compile:cli": "esbuild src/main.ts --metafile=./esbuild.meta.json --bundle --platform=node --target=node20 --outfile=built/genaiscript.cjs --external:tsx --external:esbuild --external:get-tsconfig --external:resolve-pkg-maps --external:dockerode --external:pdfjs-dist --external:web-tree-sitter --external:tree-sitter-wasms --external:promptfoo --external:typescript --external:@lvce-editor/ripgrep --external:gpt-3-encoder --external:mammoth --external:xlsx --external:mathjs --external:@azure/identity --external:gpt-tokenizer --external:playwright --external:@inquirer/prompts --external:jimp --external:turndown --external:turndown-plugin-gfm --external:vectra --external:tabletojson --external:html-to-text --external:@octokit/rest --external:@octokit/plugin-throttling --external:@octokit/plugin-retry --external:@octokit/plugin-paginate-rest --external:skia-canvas --external:@huggingface/transformers --external:@modelcontextprotocol/sdk --external:@anthropic-ai/sdk --external:@anthropic-ai/bedrock-sdk --external:es-toolkit --external:zod --external:zod-to-json-schema && node ../../scripts/patch-cli.mjs",
+    "compile:cli": "esbuild src/main.ts --metafile=./esbuild.meta.json --bundle --platform=node --target=node20 --outfile=built/genaiscript.cjs --external:tsx --external:esbuild --external:get-tsconfig --external:resolve-pkg-maps --external:dockerode --external:pdfjs-dist --external:web-tree-sitter --external:tree-sitter-wasms --external:promptfoo --external:typescript --external:@lvce-editor/ripgrep --external:gpt-3-encoder --external:mammoth --external:xlsx --external:mathjs --external:@azure/identity --external:gpt-tokenizer --external:playwright --external:@inquirer/prompts --external:jimp --external:turndown --external:turndown-plugin-gfm --external:vectra --external:tabletojson --external:html-to-text --external:@octokit/rest --external:@octokit/plugin-throttling --external:@octokit/plugin-retry --external:@octokit/plugin-paginate-rest --external:skia-canvas --external:@huggingface/transformers --external:@modelcontextprotocol/sdk --external:@anthropic-ai/sdk --external:@anthropic-ai/bedrock-sdk --external:es-toolkit --external:zod --external:zod-to-json-schema --external:@elastic/micro-jq && node ../../scripts/patch-cli.mjs",
     "compile": "yarn compile:api && yarn compile:runtime && yarn compile:cli",
-    "compile-debug": "esbuild src/main.ts --sourcemap --metafile=./esbuild.meta.json --bundle --platform=node --target=node20 --outfile=built/genaiscript.cjs --external:tsx --external:esbuild --external:get-tsconfig --external:resolve-pkg-maps --external:dockerode --external:pdfjs-dist --external:web-tree-sitter --external:tree-sitter-wasms --external:promptfoo --external:typescript --external:@lvce-editor/ripgrep --external:gpt-3-encoder --external:mammoth --external:xlsx --external:mathjs --external:@azure/identity --external:gpt-tokenizer --external:playwright --external:@inquirer/prompts --external:jimp --external:turndown --external:turndown-plugin-gfm --external:vectra --external:tabletojson --external:html-to-text --external:@octokit/rest --external:@octokit/plugin-throttling --external:@octokit/plugin-retry --external:@octokit/plugin-paginate-rest --external:skia-canvas --external:@huggingface/transformers --external:@modelcontextprotocol/sdk --external:@anthropic-ai/sdk --external:@anthropic-ai/bedrock-sdk --external:es-toolkit --external:zod --external:zod-to-json-schema",
+    "compile-debug": "esbuild src/main.ts --sourcemap --metafile=./esbuild.meta.json --bundle --platform=node --target=node20 --outfile=built/genaiscript.cjs --external:tsx --external:esbuild --external:get-tsconfig --external:resolve-pkg-maps --external:dockerode --external:pdfjs-dist --external:web-tree-sitter --external:tree-sitter-wasms --external:promptfoo --external:typescript --external:@lvce-editor/ripgrep --external:gpt-3-encoder --external:mammoth --external:xlsx --external:mathjs --external:@azure/identity --external:gpt-tokenizer --external:playwright --external:@inquirer/prompts --external:jimp --external:turndown --external:turndown-plugin-gfm --external:vectra --external:tabletojson --external:html-to-text --external:@octokit/rest --external:@octokit/plugin-throttling --external:@octokit/plugin-retry --external:@octokit/plugin-paginate-rest --external:skia-canvas --external:@huggingface/transformers --external:@modelcontextprotocol/sdk --external:@anthropic-ai/sdk --external:@anthropic-ai/bedrock-sdk --external:es-toolkit --external:zod --external:zod-to-json-schema --external:@elastic/micro-jq",
     "postcompile": "node built/genaiscript.cjs info help > ../../docs/src/content/docs/reference/cli/commands.md",
     "vis:treemap": "npx --yes esbuild-visualizer --metadata esbuild.meta.json --filename esbuild.treemap.html",
     "vis:network": "npx --yes esbuild-visualizer --metadata esbuild.meta.json --filename esbuild.network.html --template network",
diff --git a/packages/core/jq.ts b/packages/core/jq.ts
new file mode 100644
index 000000000..df8c26dc4
--- /dev/null
+++ b/packages/core/jq.ts
@@ -0,0 +1,10 @@
+/**
+ * Loads and applies JQ transformation to the input data
+ * @param input
+ * @param query
+ * @returns
+ */
+export async function jq(input: any, query: string) {
+    const { executeScript } = await import("@elastic/micro-jq")
+    return executeScript(input, query)
+}
diff --git a/packages/core/package.json b/packages/core/package.json
index f0e524f8e..2761a61a4 100644
--- a/packages/core/package.json
+++ b/packages/core/package.json
@@ -21,6 +21,7 @@
     "@anthropic-ai/bedrock-sdk": "^0.12.0",
     "@anthropic-ai/sdk": "^0.33.1",
     "@azure/identity": "^4.5.0",
+    "@elastic/micro-jq": "^1.8.0",
     "@huggingface/jinja": "^0.3.2",
     "@huggingface/transformers": "^3.2.1",
     "@modelcontextprotocol/sdk": "^1.0.4",
diff --git a/yarn.lock b/yarn.lock
index 0559f1862..78ad419be 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -835,6 +835,11 @@
   resolved "https://registry.yarnpkg.com/@balena/dockerignore/-/dockerignore-1.0.2.tgz#9ffe4726915251e8eb69f44ef3547e0da2c03e0d"
   integrity sha512-wMue2Sy4GAVTk6Ic4tJVcnfdau+gx2EnG7S+uAEe+TWJFqE4YoWN4/H8MSLj4eYJKxGg26lZwboEniNiNwZQ6Q==
 
+"@elastic/micro-jq@^1.8.0":
+  version "1.8.0"
+  resolved "https://registry.yarnpkg.com/@elastic/micro-jq/-/micro-jq-1.8.0.tgz#7f8d5226568df7575c6a6a459f77d60c04ed1062"
+  integrity sha512-HMfLiglMgSEdedsaD4jqqxP4+uI26onwLlPbk9dzh6Mk6FYdwWkFHmHMb57VqlV+B/RpIDLJbZ1FjsEQDoANvw==
+
 "@emnapi/runtime@^1.2.0":
   version "1.3.1"
   resolved "https://registry.yarnpkg.com/@emnapi/runtime/-/runtime-1.3.1.tgz#0fcaa575afc31f455fd33534c19381cfce6c6f60"