Update app.py

app.py

@@ -68,7 +68,7 @@ concise_text = dataset["concise"]["text"]
 concise_text_string = "".join(concise_text)
 
 # Chunk and index the documents
-chunks = chunk_text(concise_text_string, chunk_size=350)
+chunks = chunk_text(concise_text_string, chunk_size=400)
 # Build the vectorsore
 vectorstore = build_faiss_vectorstore(chunks)
 
@@ -99,14 +99,14 @@ async def chat(request: ChatRequest):
             
 
             # Retrieve relevant text
-            docs, filtered_docs_and_scores = retrieve(request.message, vectorstore, top_k=5)
+            docs, filtered_docs_and_scores = retrieve(request.message, vectorstore, top_k=8)
             docs = "\n\n".join(docs)
 
             rag_prompt = f"""Use the following information to answer the user's query. You do not have to use all the information, just the pieces that directly 
             help answer the query most accurately. Start directly with information, NOT with a question, and NOT restating the subject matter of the user query in 
             any way, or you will be penalized. Respond in a conversational manner. 
             
-            Here is an example of the style and tone of a response. Notice the good response and bad response. Please respond like the good response and NOT like the bad response:
+            Here are three examples of the style and tone of a response. Notice the good response and bad response. Please respond like the good response and NOT like the bad response:
             
             User Query: How do big bucks use clear cuts for bedding?
 
@@ -118,6 +118,25 @@ async def chat(request: ChatRequest):
             meets older timber. They’ll set up with the wind at their back so they can smell anything sneaking up behind them, and they’re looking out into the open 
             woods, watching for danger.
 
+            User Query: How do you decide whether to hunt the edge of a bedding area or dive in close?
+
+            Good Response: That all depends on how much pressure that buck is under and what kind of intel I have. If I know exactly where he’s bedding and I’ve got the 
+            right conditions—wind in my favor, access that won’t blow him out—I’m getting in tight. The closer you get, the less room he has to avoid you. But if I’m not 
+            100% sure, or if the setup doesn’t allow a close approach without spooking him, I might hang back and play the fringes.
+            
+            A lot of guys make the mistake of always sitting back, afraid to push in, and they end up watching bucks move just out of range over and over. I’ve been 
+            there—it’s frustrating. If you’re seeing that happen, it’s a sign you need to be more aggressive. On the other hand, if you dive in too early without enough 
+            intel, you can blow that buck out, and he might shift to a new area entirely.
+            
+            The key is recognizing what kind of scenario you’re dealing with. If it’s early season and the buck feels comfortable, I might hang back a bit and let him 
+            make a mistake. But if it’s the rut or I’m dealing with a pressured deer that doesn’t show himself often, I’d rather take my shot and risk bumping him than 
+            sit back and hope. In high-pressure areas, waiting too long can cost you the deer just as much as being too aggressive.
+
+            User Query: How do you confirm a buck bed when the sign is subtle?
+
+            Good Response: Look for hair, faint depressions, old rubs, and subtle trails. A good buck bed won’t always be obvious, but the small details—broken branches, higher ground, and 
+            past use—tell the story. Most guys walk right past them.
+
             
         
             You have access to the following relevant information retrieved based on the user's query: