diff --git a/.github/workflows/ci-ai.yaml b/.github/workflows/ci-ai.yaml
index 8dfaf85ec..22757b112 100644
--- a/.github/workflows/ci-ai.yaml
+++ b/.github/workflows/ci-ai.yaml
@@ -43,7 +43,7 @@ jobs:
           ollama serve &
           ollama pull llama3.1:8b
       - name: Test
-        run: cargo test -p trustify-module-fundamental ai:: -- --nocapture
+        run: 'cargo test -p trustify-module-fundamental ai:: -- --nocapture'
         env:
           RUST_LOG: trustify_module_fundamental::ai=info,langchain_rust=info
           OPENAI_API_KEY: ollama
diff --git a/Cargo.lock b/Cargo.lock
index 19c59bd8e..5daa68b87 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1523,6 +1523,15 @@ dependencies = [
  "version_check",
 ]
 
+[[package]]
+name = "coolor"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "691defa50318376447a73ced869862baecfab35f6aabaa91a4cd726b315bfe1a"
+dependencies = [
+ "crossterm",
+]
+
 [[package]]
 name = "core-foundation"
 version = "0.9.4"
@@ -1624,6 +1633,45 @@ dependencies = [
  "itertools 0.10.5",
 ]
 
+[[package]]
+name = "crokey"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "520e83558f4c008ac06fa6a86e5c1d4357be6f994cce7434463ebcdaadf47bb1"
+dependencies = [
+ "crokey-proc_macros",
+ "crossterm",
+ "once_cell",
+ "serde",
+ "strict",
+]
+
+[[package]]
+name = "crokey-proc_macros"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "370956e708a1ce65fe4ac5bb7185791e0ece7485087f17736d54a23a0895049f"
+dependencies = [
+ "crossterm",
+ "proc-macro2",
+ "quote",
+ "strict",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "crossbeam"
+version = "0.8.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1137cd7e7fc0fb5d3c5a8678be38ec56e819125d8d7907411fe24ccb943faca8"
+dependencies = [
+ "crossbeam-channel",
+ "crossbeam-deque",
+ "crossbeam-epoch",
+ "crossbeam-queue",
+ "crossbeam-utils",
+]
+
 [[package]]
 name = "crossbeam-channel"
 version = "0.5.13"
@@ -3841,6 +3889,29 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d4345964bb142484797b161f473a503a434de77149dd8c7427788c6e13379388"
 
+[[package]]
+name = "lazy-regex"
+version = "3.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d8e41c97e6bc7ecb552016274b99fbb5d035e8de288c582d9b933af6677bfda"
+dependencies = [
+ "lazy-regex-proc_macros",
+ "once_cell",
+ "regex",
+]
+
+[[package]]
+name = "lazy-regex-proc_macros"
+version = "3.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "76e1d8b05d672c53cb9c7b920bbba8783845ae4f0b076e02a3db1d02c81b4163"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "regex",
+ "syn 2.0.85",
+]
+
 [[package]]
 name = "lazy_static"
 version = "1.5.0"
@@ -4269,6 +4340,15 @@ dependencies = [
  "rxml",
 ]
 
+[[package]]
+name = "minimad"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a9c5d708226d186590a7b6d4a9780e2bdda5f689e0d58cd17012a298efd745d2"
+dependencies = [
+ "once_cell",
+]
+
 [[package]]
 name = "minimal-lexical"
 version = "0.2.1"
@@ -7521,6 +7601,12 @@ version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7a8348af2d9fc3258c8733b8d9d8db2e56f54b2363a4b5b81585c7875ed65e65"
 
+[[package]]
+name = "strict"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f42444fea5b87a39db4218d9422087e66a85d0e7a0963a439b07bcdf91804006"
+
 [[package]]
 name = "string_cache"
 version = "0.8.7"
@@ -7817,6 +7903,22 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "termimad"
+version = "0.31.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9cda3a7471f9978706978454c45ef8dda67e9f8f3cdb9319eb2e9323deb6ae62"
+dependencies = [
+ "coolor",
+ "crokey",
+ "crossbeam",
+ "lazy-regex",
+ "minimad",
+ "serde",
+ "thiserror",
+ "unicode-width",
+]
+
 [[package]]
 name = "test-context"
 version = "0.3.0"
@@ -8537,6 +8639,7 @@ dependencies = [
  "spdx",
  "spdx-rs",
  "strum 0.26.3",
+ "termimad",
  "test-context",
  "test-log",
  "thiserror",
diff --git a/modules/fundamental/Cargo.toml b/modules/fundamental/Cargo.toml
index 461158e07..b5a7deb73 100644
--- a/modules/fundamental/Cargo.toml
+++ b/modules/fundamental/Cargo.toml
@@ -68,8 +68,9 @@ tokio-util = { workspace = true }
 trustify-cvss = { workspace = true }
 trustify-test-context = { workspace = true }
 urlencoding = { workspace = true }
-walkdir = { workspace =  true }
+walkdir = { workspace = true }
 zip = { workspace = true }
+termimad = "0.31.0"
 
 [[bench]]
 name = "bench"
diff --git a/modules/fundamental/src/ai/endpoints/test.rs b/modules/fundamental/src/ai/endpoints/test.rs
index 038456d49..91663d022 100644
--- a/modules/fundamental/src/ai/endpoints/test.rs
+++ b/modules/fundamental/src/ai/endpoints/test.rs
@@ -23,7 +23,7 @@ async fn configure(ctx: &TrustifyContext) -> anyhow::Result<()> {
 
     let app = caller(ctx).await?;
     let mut req = ChatState::new();
-    req.add_human_message("What is the latest version of Trusted Profile Analyzer?".into());
+    req.add_human_message("Give me information about the SBOMs available for quarkus reporting its name, SHA and URL.".into());
 
     let request = TestRequest::post()
         .uri("/api/v1/ai/completions")
@@ -36,7 +36,12 @@ async fn configure(ctx: &TrustifyContext) -> anyhow::Result<()> {
 
     let result: ChatState = actix_web::test::read_body_json(response).await;
     log::info!("result: {:?}", result);
-    assert!(result.messages.last().unwrap().content.contains("37.17.9"));
+    assert!(result
+        .messages
+        .last()
+        .unwrap()
+        .content
+        .contains("quarkus-bom"));
 
     Ok(())
 }
diff --git a/modules/fundamental/src/ai/service/test.rs b/modules/fundamental/src/ai/service/test.rs
index 6f45baf62..830fb0fee 100644
--- a/modules/fundamental/src/ai/service/test.rs
+++ b/modules/fundamental/src/ai/service/test.rs
@@ -37,6 +37,8 @@ pub async fn ingest_fixtures(ctx: &TrustifyContext) -> Result<(), anyhow::Error>
 
     ctx.ingest_documents(["osv/RUSTSEC-2021-0079.json", "cve/CVE-2021-32714.json"])
         .await?;
+    ctx.ingest_document("quarkus/v1/quarkus-bom-2.13.8.Final-redhat-00004.json")
+        .await?;
 
     Ok(())
 }
@@ -70,12 +72,22 @@ async fn completions(ctx: &TrustifyContext) -> Result<(), anyhow::Error> {
     ingest_fixtures(ctx).await?;
 
     let mut req = ChatState::new();
-    req.add_human_message("What is the latest version of Trusted Profile Analyzer?".into());
+    req.add_human_message(
+        "Give me information about the SBOMs available for quarkus reporting its name, SHA and URL."
+            .into(),
+    );
 
     let result = service.completions(&req, ()).await?;
 
-    log::info!("result: {:?}", result);
-    assert!(result.messages.last().unwrap().content.contains("37.17.9"));
+    log::info!("result: {:#?}", result);
+    let last_message_content = result.messages.last().unwrap().content.clone();
+    println!(
+        "Test formatted output:\n\n{}\n",
+        termimad::inline(last_message_content.as_str())
+    );
+    assert!(last_message_content.contains("quarkus-bom"));
+    assert!(last_message_content
+        .contains("5a370574a991aa42f7ecc5b7d88754b258f81c230a73bea247c0a6fcc6f608ab"));
 
     Ok(())
 }