From 4d81db938b248d6ba2fb5c8cb5d6b749d35fae13 Mon Sep 17 00:00:00 2001
From: Delsy-Kinyuy <kinyuydelsy6@gmail.com>
Date: Wed, 24 Sep 2025 03:24:00 +0100
Subject: [PATCH 1/2] Completed Exercise 1 - Hello LLM Endpoint

---
 done.txt     |  6 ++++++
 exercise1.py | 30 ++++++++++++++++++++++++++++++
 2 files changed, 36 insertions(+)
 create mode 100644 done.txt
 create mode 100644 exercise1.py

diff --git a/done.txt b/done.txt
new file mode 100644
index 0000000..2a45f56
--- /dev/null
+++ b/done.txt
@@ -0,0 +1,6 @@
+NameName: Delsy Kinyuy
+Exercise: 1 - Hello LLM Endpoint
+Challenges: 
+- Installing transformers took some time
+- Model download was large on first run
+ Needed to adjust max_length to avoid errors
diff --git a/exercise1.py b/exercise1.py
new file mode 100644
index 0000000..eddbf8d
--- /dev/null
+++ b/exercise1.py
@@ -0,0 +1,30 @@
+from fastapi import FastAPI
+from pydantic import BaseModel
+from transformers import pipeline
+
+# init FastAPI
+app = FastAPI(title="Generative AI Exercises")
+
+# load Hugging Face model (distilgpt2 is small enough to run on CPU)
+generator = pipeline("text-generation", model="distilgpt2")
+
+# request schema
+class PromptRequest(BaseModel):
+    prompt: str
+    max_tokens: int = 100
+
+@app.get("/")
+def root():
+    return {"message": "FastAPI + Hugging Face is live 🚀"}
+
+@app.post("/hello-llm")
+def hello_llm(request: PromptRequest):
+    """
+    Generate text from a given prompt using distilgpt2.
+    """
+    output = generator(
+        request.prompt,
+        max_length=len(request.prompt.split()) + request.max_tokens,
+        num_return_sequences=1
+    )
+    return {"prompt": request.prompt, "generated": output[0]["generated_text"]}

From 7e6d3b206b0d3a2bf5901a5617b4b6ac509119e8 Mon Sep 17 00:00:00 2001
From: Delsy Kinyuy <190133251+verdzy-kin@users.noreply.github.com>
Date: Sat, 27 Sep 2025 11:29:25 +0100
Subject: [PATCH 2/2] Update done.txt

---
 done.txt | 1 -
 1 file changed, 1 deletion(-)

diff --git a/done.txt b/done.txt
index 2a45f56..62bea0c 100644
--- a/done.txt
+++ b/done.txt
@@ -3,4 +3,3 @@ Exercise: 1 - Hello LLM Endpoint
 Challenges: 
 - Installing transformers took some time
 - Model download was large on first run
- Needed to adjust max_length to avoid errors