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Update app.py
Browse files
app.py
CHANGED
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@@ -12,8 +12,10 @@ MODELS = {
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"Meta LLaMA 3.1 (8B Instruct)": "meta-llama/Llama-3.1-8B-Instruct",
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"Mistral 7B Instruct": "mistralai/Mistral-7B-Instruct-v0.3",
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}
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DB_PATH = "history.db"
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SYSTEM_DEFAULT = (
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@@ -90,7 +92,8 @@ def get_messages(session_id: int):
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cur = conn.cursor()
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cur.execute("""
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SELECT role, content FROM messages
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WHERE session_id = ?
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""", (session_id,))
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rows = cur.fetchall()
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conn.close()
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@@ -116,7 +119,7 @@ def update_session_title_if_needed(session_id: int, first_user_text: str):
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title = first_user_text.strip().split("\n")[0]
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title = (title[:50] + "…") if len(title) > 50 else title
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cur.execute("UPDATE sessions SET title=? WHERE id=?", (title or "New chat", session_id))
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conn.close()
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# ---------------------------
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@@ -175,13 +178,13 @@ def delete_chat_cb(selected_label):
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return gr.update(choices=labels, value=selected), []
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FRONTEND_KEYWORDS = [
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"react","vue","angular","html","css","javascript","tailwind","recharts","typescript"
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]
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def is_frontend_request(user_text: str) -> bool:
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text_lower = user_text.lower()
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return any(kw in text_lower for kw in FRONTEND_KEYWORDS)
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def send_cb(user_text, selected_label, chatbot_msgs, system_message, max_tokens, temperature, top_p, model_choice, dataset_choice, *args):
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sid = label_to_id(selected_label)
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if sid is None:
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@@ -189,12 +192,14 @@ def send_cb(user_text, selected_label, chatbot_msgs, system_message, max_tokens,
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labels, _ = list_sessions()
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selected_label = next((lbl for lbl in labels if lbl.startswith(f"{sid} ")), None)
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add_message(sid, "user", user_text)
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update_session_title_if_needed(sid, user_text)
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display_msgs = chatbot_msgs[:]
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display_msgs.append({"role": "user", "content": user_text})
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if is_frontend_request(user_text):
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apology = "⚠️ I'm a backend-focused assistant and cannot provide frontend code."
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display_msgs.append({"role": "assistant", "content": apology})
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@@ -202,6 +207,7 @@ def send_cb(user_text, selected_label, chatbot_msgs, system_message, max_tokens,
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yield (display_msgs, "", selected_label)
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return
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display_msgs.append({"role": "assistant", "content": "…"})
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yield (display_msgs, "", selected_label)
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@@ -216,20 +222,11 @@ def send_cb(user_text, selected_label, chatbot_msgs, system_message, max_tokens,
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top_p=float(top_p),
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stream=True,
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):
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continue
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choice = chunk.choices[0]
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delta = ""
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if hasattr(choice, "delta") and choice.delta and getattr(choice.delta, "content", None) is not None:
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delta = choice.delta.content
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elif hasattr(choice, "message") and getattr(choice.message, "content", None) is not None:
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delta = choice.message.content
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if delta:
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partial += delta
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display_msgs[-1]["content"] = partial
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yield (display_msgs, "", selected_label)
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add_message(sid, "assistant", partial)
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except Exception as e:
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display_msgs[-1]["content"] = f"⚠️ Error: {str(e)}"
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@@ -248,7 +245,8 @@ def regenerate_cb(selected_label, system_message, max_tokens, temperature, top_p
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conn = db()
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cur = conn.cursor()
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cur.execute("""
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DELETE FROM messages
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SELECT id FROM messages WHERE session_id=? ORDER BY id DESC LIMIT 1
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)
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""", (sid,))
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@@ -270,20 +268,11 @@ def regenerate_cb(selected_label, system_message, max_tokens, temperature, top_p
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top_p=float(top_p),
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stream=True,
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):
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continue
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choice = chunk.choices[0]
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delta = ""
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if hasattr(choice, "delta") and choice.delta and getattr(choice.delta, "content", None) is not None:
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delta = choice.delta.content
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elif hasattr(choice, "message") and getattr(choice.message, "content", None) is not None:
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delta = choice.message.content
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if delta:
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partial += delta
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display_msgs[-1]["content"] = partial
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yield display_msgs
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add_message(sid, "assistant", partial)
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except Exception as e:
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display_msgs[-1]["content"] = f"⚠️ Error: {str(e)}"
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@@ -297,29 +286,61 @@ labels, _ = list_sessions()
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if not labels:
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first_sid = create_session("New chat")
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labels, _ = list_sessions()
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default_selected = labels[0] if labels else None
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with gr.Blocks(title="Backend-Focused LLaMA/Mistral CRUD Assistant", theme=gr.themes.Soft()) as demo:
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gr.Markdown("## 🗄️ LLaMA & Mistral Backend-Focused CRUD Automation — with Persistent History")
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with gr.Row():
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with gr.Column(scale=1, min_width=260):
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refresh_btn = gr.Button("🔄 Refresh", variant="secondary")
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max_tokens = gr.Slider(256, 4096, value=1200, step=16, label="Max tokens")
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temperature = gr.Slider(0.0, 2.0, value=0.25, step=0.05, label="Temperature")
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top_p = gr.Slider(0.1, 1.0, value=0.9, step=0.05, label="Top-p")
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with gr.Column(scale=3):
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chatbot = gr.Chatbot(label="Assistant", height=
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with gr.Row():
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user_box = gr.Textbox(placeholder="Describe your CRUD/backend task…", lines=3, scale=5)
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with gr.Row():
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@@ -350,4 +371,4 @@ with gr.Blocks(title="Backend-Focused LLaMA/Mistral CRUD Assistant", theme=gr.th
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)
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if __name__ == "__main__":
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demo.launch()
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"Meta LLaMA 3.1 (8B Instruct)": "meta-llama/Llama-3.1-8B-Instruct",
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"Mistral 7B Instruct": "mistralai/Mistral-7B-Instruct-v0.3",
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}
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DATASETS = ["The Stack", "CodeXGLUE"] # Dropdown for dataset selection
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HF_TOKEN = os.getenv("HF_TOKEN") # Set in your Space's Secrets
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DB_PATH = "history.db"
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SYSTEM_DEFAULT = (
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cur = conn.cursor()
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cur.execute("""
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SELECT role, content FROM messages
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WHERE session_id = ?
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ORDER BY id ASC
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""", (session_id,))
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rows = cur.fetchall()
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conn.close()
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title = first_user_text.strip().split("\n")[0]
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title = (title[:50] + "…") if len(title) > 50 else title
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cur.execute("UPDATE sessions SET title=? WHERE id=?", (title or "New chat", session_id))
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conn.commit()
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conn.close()
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# ---------------------------
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return gr.update(choices=labels, value=selected), []
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FRONTEND_KEYWORDS = [
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"react", "vue", "angular", "html", "css", "javascript", "tailwind", "recharts", "typescript"
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]
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def is_frontend_request(user_text: str) -> bool:
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text_lower = user_text.lower()
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return any(kw in text_lower for kw in FRONTEND_KEYWORDS)
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# --- Fixed send_cb to show user message ---
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def send_cb(user_text, selected_label, chatbot_msgs, system_message, max_tokens, temperature, top_p, model_choice, dataset_choice, *args):
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sid = label_to_id(selected_label)
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if sid is None:
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labels, _ = list_sessions()
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selected_label = next((lbl for lbl in labels if lbl.startswith(f"{sid} ")), None)
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# Save user message
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add_message(sid, "user", user_text)
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update_session_title_if_needed(sid, user_text)
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display_msgs = chatbot_msgs[:]
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display_msgs.append({"role": "user", "content": user_text})
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# Check for frontend-heavy request
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if is_frontend_request(user_text):
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apology = "⚠️ I'm a backend-focused assistant and cannot provide frontend code."
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display_msgs.append({"role": "assistant", "content": apology})
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yield (display_msgs, "", selected_label)
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return
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# Normal backend response
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display_msgs.append({"role": "assistant", "content": "…"})
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yield (display_msgs, "", selected_label)
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top_p=float(top_p),
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stream=True,
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):
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delta = chunk.choices[0].delta.content or ""
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if delta:
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partial += delta
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display_msgs[-1]["content"] = partial
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yield (display_msgs, "", selected_label)
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add_message(sid, "assistant", partial)
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except Exception as e:
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display_msgs[-1]["content"] = f"⚠️ Error: {str(e)}"
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conn = db()
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cur = conn.cursor()
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cur.execute("""
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DELETE FROM messages
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WHERE id = (
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SELECT id FROM messages WHERE session_id=? ORDER BY id DESC LIMIT 1
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)
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""", (sid,))
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top_p=float(top_p),
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stream=True,
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):
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delta = chunk.choices[0].delta.content or ""
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if delta:
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partial += delta
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display_msgs[-1]["content"] = partial
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yield display_msgs
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add_message(sid, "assistant", partial)
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except Exception as e:
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display_msgs[-1]["content"] = f"⚠️ Error: {str(e)}"
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if not labels:
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first_sid = create_session("New chat")
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labels, _ = list_sessions()
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default_selected = labels[0] if labels else None
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with gr.Blocks(title="Backend-Focused LLaMA/Mistral CRUD Assistant", theme=gr.themes.Soft()) as demo:
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gr.HTML("""
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<style>
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button { background-color: #22c55e !important; color: #ffffff !important; border: none !important; }
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button:hover { background-color: #16a34a !important; }
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button:focus { outline: 2px solid #166534 !important; outline-offset: 2px; }
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</style>
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""")
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gr.Markdown("## 🗄️ LLaMA & Mistral Backend-Focused CRUD Automation — with Persistent History")
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with gr.Row():
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with gr.Column(scale=1, min_width=260):
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gr.Markdown("### 📁 Sessions")
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session_list = gr.Radio(
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choices=labels,
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value=default_selected,
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label="Your chats",
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interactive=True
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)
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with gr.Row():
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new_btn = gr.Button("➕ New Chat", variant="primary")
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del_btn = gr.Button("🗑️ Delete", variant="stop")
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refresh_btn = gr.Button("🔄 Refresh", variant="secondary")
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gr.Markdown("### 🤖 Model Selection")
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model_choice = gr.Dropdown(
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choices=list(MODELS.keys()),
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value=list(MODELS.keys())[0],
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label="Choose a model",
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interactive=True
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)
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gr.Markdown("### 📚 Dataset Selection")
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dataset_choice = gr.Dropdown(
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choices=DATASETS,
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value=DATASETS[0],
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label="Select a dataset",
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interactive=True
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)
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gr.Markdown("### ⚙️ Generation Settings")
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system_box = gr.Textbox(
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value=SYSTEM_DEFAULT,
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label="System message",
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lines=5
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)
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max_tokens = gr.Slider(256, 4096, value=1200, step=16, label="Max tokens")
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temperature = gr.Slider(0.0, 2.0, value=0.25, step=0.05, label="Temperature")
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top_p = gr.Slider(0.1, 1.0, value=0.9, step=0.05, label="Top-p")
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with gr.Column(scale=3):
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chatbot = gr.Chatbot(label="Assistant", height=520, type="messages")
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with gr.Row():
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user_box = gr.Textbox(placeholder="Describe your CRUD/backend task…", lines=3, scale=5)
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with gr.Row():
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)
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if __name__ == "__main__":
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demo.launch()
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