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Build error
Build error
CB commited on
Update streamlit_app.py
Browse files- streamlit_app.py +48 -95
streamlit_app.py
CHANGED
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@@ -15,7 +15,6 @@ from dotenv import load_dotenv
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load_dotenv()
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-
# Optional phi/GenAI imports — gracefully degrade if not present
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try:
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from phi.agent import Agent
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from phi.model.google import Gemini
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@@ -38,7 +37,6 @@ st.set_page_config(page_title="Generate the story of videos", layout="wide")
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DATA_DIR = Path("./data")
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DATA_DIR.mkdir(exist_ok=True)
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# Session defaults
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st.session_state.setdefault("videos", "")
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st.session_state.setdefault("loop_video", False)
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st.session_state.setdefault("uploaded_file", None)
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@@ -51,12 +49,10 @@ st.session_state.setdefault("file_hash", None)
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st.session_state.setdefault("fast_mode", False)
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st.session_state.setdefault("api_key", os.getenv("GOOGLE_API_KEY", ""))
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st.session_state.setdefault("last_model", "")
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st.session_state.setdefault("upload_progress", {"uploaded": 0, "total": 0})
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st.session_state.setdefault("last_url_value", "")
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def sanitize_filename(path_str: str):
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-
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return name.lower().translate(str.maketrans("", "", string.punctuation)).replace(" ", "_")
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def file_sha256(path: str, block_size: int = 65536) -> str:
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h = hashlib.sha256()
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@@ -107,27 +103,24 @@ def file_name_or_id(file_obj):
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return None
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if isinstance(file_obj, dict):
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return file_obj.get("name") or file_obj.get("id")
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-
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for attr in ("name", "id", "fileId", "file_id", "file_id"):
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if hasattr(file_obj, attr):
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val = getattr(file_obj, attr)
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if val:
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return val
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# fallback to string
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return str(file_obj)
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def get_effective_api_key():
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return st.session_state.get("api_key") or os.getenv("GOOGLE_API_KEY")
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def
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key
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if not key:
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return False
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try:
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genai.configure(api_key=key)
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except Exception:
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return True
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_agent = None
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def maybe_create_agent(model_id: str):
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@@ -160,7 +153,6 @@ def clear_all_video_state():
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except Exception:
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pass
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# track url changes
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current_url = st.session_state.get("url", "")
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if current_url != st.session_state.get("last_url_value"):
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clear_all_video_state()
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@@ -170,16 +162,15 @@ st.sidebar.header("Video Input")
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st.sidebar.text_input("Video URL", key="url", placeholder="https://")
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settings_exp = st.sidebar.expander("Settings", expanded=False)
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settings_exp.text_input("Google API Key", key="api_key", value=os.getenv("GOOGLE_API_KEY", ""), type="password")
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default_prompt = (
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"Watch the video and provide a detailed behavioral report focusing on human actions, interactions, posture, movement, and apparent intent. Keep language professional. Include a list of observations for notable events."
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)
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settings_exp.text_input("Video Password (if needed)", key="video-password", placeholder="password", type="password")
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settings_exp.checkbox("Fast mode (skip compression, smaller model, fewer tokens)", key="fast_mode")
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# Show which key is active
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key_source = "session" if st.session_state.get("api_key") else ".env" if os.getenv("GOOGLE_API_KEY") else "none"
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settings_exp.caption(f"Using API key from: **{key_source}**")
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@@ -214,7 +205,6 @@ def wait_for_processed(file_obj, timeout=180):
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try:
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obj = get_file(name)
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except Exception:
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# if the SDK fails, return original object
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return file_obj
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state = getattr(obj, "state", None)
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if not state or getattr(state, "name", None) != "PROCESSING":
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@@ -295,7 +285,6 @@ if st.session_state["videos"]:
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except Exception:
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pass
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# --- Generation flow ---
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if generate_now and not st.session_state.get("busy"):
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if not st.session_state.get("videos"):
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st.error("No video loaded. Use 'Load Video' in the sidebar.")
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@@ -306,11 +295,7 @@ if generate_now and not st.session_state.get("busy"):
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else:
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try:
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st.session_state["busy"] = True
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-
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if HAS_GENAI and genai is not None:
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genai.configure(api_key=key_to_use)
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except Exception:
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pass
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model_id = (st.session_state.get("model_input") or "gemini-2.5-flash-lite").strip()
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if st.session_state.get("last_model") != model_id:
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@@ -355,59 +340,35 @@ if generate_now and not st.session_state.get("busy"):
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st.session_state["last_loaded_path"] = current_path
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st.session_state["file_hash"] = current_hash
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prompt_text = (analysis_prompt.strip() or default_prompt).strip()
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out = ""
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-
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-
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max_tokens = 512
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else:
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model_used = model_id
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max_tokens = 1024
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-
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est_tokens = max_tokens
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est_cost_caption = f"Est. max tokens: {est_tokens}"
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# First try Agent, but guard and FALLBACK to direct genai responses if Agent fails or returns empty.
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agent = maybe_create_agent(model_used)
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debug_info = {"agent_attempted": False, "agent_ok": False, "agent_error": None
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if agent:
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debug_info["agent_attempted"] = True
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try:
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with st.spinner("Generating
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if not processed:
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raise RuntimeError("Processed file missing for agent generation")
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# call agent.run inside try/except to catch library IndexError
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agent_response = agent.run(prompt_text, videos=[processed], safety_settings=safety_settings)
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# check common keys
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for k in ("content", "outputText", "text"):
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if k in agent_response and agent_response[k]:
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agent_text = agent_response[k]
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break
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except Exception:
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pass
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if agent_text and str(agent_text).strip():
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out = str(agent_text).strip()
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debug_info["agent_ok"] = True
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debug_info["agent_response_has_text"] = True
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else:
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# Agent returned but had no usable text; set a marker to fallback
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debug_info["agent_ok"] = False
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except Exception as ae:
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debug_info["agent_error"] = f"{ae}"
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# include traceback for debugging
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debug_info["agent_traceback"] = traceback.format_exc()
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# Do not re-raise; we'll fallback to genai.responses.generate below
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if not out:
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# Fallback to direct Responses API flow (robust multi-version support)
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try:
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if not HAS_GENAI or genai is None:
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raise RuntimeError("Responses API not available; install google.generativeai SDK.")
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@@ -415,12 +376,13 @@ if generate_now and not st.session_state.get("busy"):
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fname = file_name_or_id(processed)
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if not fname:
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raise RuntimeError("Uploaded file missing name/id")
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-
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system_msg = {"role": "system", "content": prompt_text}
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user_msg = {"role": "user", "content": "Please summarize the attached video."}
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response = None
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try:
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if hasattr(genai, "responses") and hasattr(genai.responses, "generate"):
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response = genai.responses.generate(
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@@ -432,8 +394,8 @@ if generate_now and not st.session_state.get("busy"):
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)
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except Exception:
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response = None
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-
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#
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if response is None:
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try:
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if hasattr(genai, "GenerativeModel"):
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@@ -444,8 +406,8 @@ if generate_now and not st.session_state.get("busy"):
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response = model_obj.generate([system_msg, user_msg], files=[{"name": fname}], max_output_tokens=max_tokens)
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except Exception:
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response = None
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-
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#
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if response is None:
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try:
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if hasattr(genai, "generate"):
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@@ -454,15 +416,12 @@ if generate_now and not st.session_state.get("busy"):
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response = genai.create(model=model_used, input=[{"text": prompt_text, "files": [{"name": fname}]}], max_output_tokens=max_tokens)
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except Exception:
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response = None
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if response is None:
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raise RuntimeError("No supported generate method found on google.generativeai; check SDK version.")
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-
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# Defensive normalization of response -> outputs list
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outputs = []
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if response
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outputs = []
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elif isinstance(response, dict):
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for key in ("output", "candidates", "items", "responses"):
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val = response.get(key)
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if isinstance(val, list) and val:
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@@ -479,34 +438,31 @@ if generate_now and not st.session_state.get("busy"):
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if isinstance(val, list) and val:
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outputs = val
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break
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-
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if not isinstance(outputs, list):
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outputs = list(outputs) if outputs else []
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# extract text pieces safely
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text_pieces = []
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for item in outputs:
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if item is None:
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continue
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if isinstance(item, dict):
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for k in ("content", "text", "message", "output_text", "output"):
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if k in item and item[k]:
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-
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break
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else:
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for k in ("content", "text", "message", "output", "output_text"):
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-
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if
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break
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-
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-
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-
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text_pieces.append(cand_contents.strip())
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continue
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-
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-
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for c in cand_contents:
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if c is None:
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continue
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if isinstance(c, str):
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@@ -520,7 +476,6 @@ if generate_now and not st.session_state.get("busy"):
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if t:
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text_pieces.append(str(t).strip())
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continue
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-
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direct = None
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if isinstance(item, dict):
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direct = item.get("text") or item.get("output_text") or item.get("message")
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@@ -528,7 +483,7 @@ if generate_now and not st.session_state.get("busy"):
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direct = getattr(item, "text", None) or getattr(item, "output_text", None) or getattr(item, "message", None)
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if direct:
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text_pieces.append(str(direct).strip())
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-
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if not text_pieces:
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top_text = None
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if isinstance(response, dict):
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@@ -537,8 +492,7 @@ if generate_now and not st.session_state.get("busy"):
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top_text = getattr(response, "text", None) or getattr(response, "message", None)
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if top_text:
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text_pieces.append(str(top_text).strip())
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-
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# dedupe preserving order
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seen = set()
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filtered = []
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for t in text_pieces:
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@@ -548,14 +502,13 @@ if generate_now and not st.session_state.get("busy"):
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filtered.append(t)
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seen.add(t)
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out = "\n\n".join(filtered)
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-
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except Exception as e:
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tb = traceback.format_exc()
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st.session_state["last_error"] = f"Responses API error: {e}\n\nDebug: {debug_info}\n\nTraceback:\n{tb}"
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st.error("An error occurred while generating the story. You can try Generate again; the uploaded video will be reused.")
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out = ""
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# post-process output
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if out:
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out = remove_prompt_echo(prompt_text, out)
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p = prompt_text
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@@ -577,7 +530,7 @@ if generate_now and not st.session_state.get("busy"):
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except Exception as e:
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tb = traceback.format_exc()
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st.session_state["last_error"] = f"{e}\n\
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st.error("An error occurred while generating the story. You can try Generate again; the uploaded video will be reused.")
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finally:
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st.session_state["busy"] = False
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load_dotenv()
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try:
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from phi.agent import Agent
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from phi.model.google import Gemini
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DATA_DIR = Path("./data")
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DATA_DIR.mkdir(exist_ok=True)
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st.session_state.setdefault("videos", "")
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st.session_state.setdefault("loop_video", False)
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st.session_state.setdefault("uploaded_file", None)
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st.session_state.setdefault("fast_mode", False)
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st.session_state.setdefault("api_key", os.getenv("GOOGLE_API_KEY", ""))
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st.session_state.setdefault("last_model", "")
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st.session_state.setdefault("last_url_value", "")
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def sanitize_filename(path_str: str):
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return Path(path_str).name.lower().translate(str.maketrans("", "", string.punctuation)).replace(" ", "_")
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def file_sha256(path: str, block_size: int = 65536) -> str:
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h = hashlib.sha256()
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return None
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if isinstance(file_obj, dict):
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return file_obj.get("name") or file_obj.get("id")
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for attr in ("name", "id", "fileId", "file_id"):
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if hasattr(file_obj, attr):
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val = getattr(file_obj, attr)
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if val:
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return val
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return str(file_obj)
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def get_effective_api_key():
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return st.session_state.get("api_key") or os.getenv("GOOGLE_API_KEY")
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def maybe_configure_genai(key):
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if not key or not HAS_GENAI:
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return False
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try:
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genai.configure(api_key=key)
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return True
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except Exception:
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return False
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_agent = None
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def maybe_create_agent(model_id: str):
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except Exception:
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pass
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current_url = st.session_state.get("url", "")
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if current_url != st.session_state.get("last_url_value"):
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clear_all_video_state()
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st.sidebar.text_input("Video URL", key="url", placeholder="https://")
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settings_exp = st.sidebar.expander("Settings", expanded=False)
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+
settings_exp.text_input("Gemini Model (short name)", "gemini-2.5-flash-lite", key="model_input")
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settings_exp.text_input("Google API Key", key="api_key", value=os.getenv("GOOGLE_API_KEY", ""), type="password")
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default_prompt = (
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"Watch the video and provide a detailed behavioral report focusing on human actions, interactions, posture, movement, and apparent intent. Keep language professional. Include a list of observations for notable events."
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)
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+
settings_exp.text_area("Enter analysis", value=default_prompt, height=140, key="analysis_prompt")
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settings_exp.text_input("Video Password (if needed)", key="video-password", placeholder="password", type="password")
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settings_exp.checkbox("Fast mode (skip compression, smaller model, fewer tokens)", key="fast_mode")
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key_source = "session" if st.session_state.get("api_key") else ".env" if os.getenv("GOOGLE_API_KEY") else "none"
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settings_exp.caption(f"Using API key from: **{key_source}**")
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try:
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obj = get_file(name)
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except Exception:
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return file_obj
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state = getattr(obj, "state", None)
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if not state or getattr(state, "name", None) != "PROCESSING":
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except Exception:
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pass
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if generate_now and not st.session_state.get("busy"):
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if not st.session_state.get("videos"):
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st.error("No video loaded. Use 'Load Video' in the sidebar.")
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| 295 |
else:
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try:
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st.session_state["busy"] = True
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+
maybe_configure_genai(key_to_use)
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model_id = (st.session_state.get("model_input") or "gemini-2.5-flash-lite").strip()
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if st.session_state.get("last_model") != model_id:
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st.session_state["last_loaded_path"] = current_path
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st.session_state["file_hash"] = current_hash
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| 343 |
+
prompt_text = (st.session_state.get("analysis_prompt", "").strip() or default_prompt).strip()
|
| 344 |
|
| 345 |
out = ""
|
| 346 |
+
model_used = model_id
|
| 347 |
+
max_tokens = 512 if st.session_state.get("fast_mode") else 1024
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 348 |
est_tokens = max_tokens
|
|
|
|
| 349 |
|
|
|
|
| 350 |
agent = maybe_create_agent(model_used)
|
| 351 |
+
debug_info = {"agent_attempted": False, "agent_ok": False, "agent_error": None}
|
| 352 |
if agent:
|
| 353 |
debug_info["agent_attempted"] = True
|
| 354 |
try:
|
| 355 |
+
with st.spinner("Generating via Agent..."):
|
| 356 |
if not processed:
|
| 357 |
raise RuntimeError("Processed file missing for agent generation")
|
|
|
|
| 358 |
agent_response = agent.run(prompt_text, videos=[processed], safety_settings=safety_settings)
|
| 359 |
+
agent_text = getattr(agent_response, "content", None) or getattr(agent_response, "outputText", None)
|
| 360 |
+
if not agent_text and isinstance(agent_response, dict):
|
| 361 |
+
for k in ("content", "outputText", "text"):
|
| 362 |
+
if k in agent_response and agent_response[k]:
|
| 363 |
+
agent_text = agent_response[k]
|
| 364 |
+
break
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 365 |
if agent_text and str(agent_text).strip():
|
| 366 |
out = str(agent_text).strip()
|
| 367 |
debug_info["agent_ok"] = True
|
|
|
|
|
|
|
|
|
|
|
|
|
| 368 |
except Exception as ae:
|
| 369 |
+
debug_info["agent_error"] = f"{ae}\n{traceback.format_exc()}"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 370 |
|
| 371 |
if not out:
|
|
|
|
| 372 |
try:
|
| 373 |
if not HAS_GENAI or genai is None:
|
| 374 |
raise RuntimeError("Responses API not available; install google.generativeai SDK.")
|
|
|
|
| 376 |
fname = file_name_or_id(processed)
|
| 377 |
if not fname:
|
| 378 |
raise RuntimeError("Uploaded file missing name/id")
|
| 379 |
+
|
| 380 |
system_msg = {"role": "system", "content": prompt_text}
|
| 381 |
user_msg = {"role": "user", "content": "Please summarize the attached video."}
|
| 382 |
+
|
| 383 |
response = None
|
| 384 |
+
|
| 385 |
+
# Attempt modern responses API
|
| 386 |
try:
|
| 387 |
if hasattr(genai, "responses") and hasattr(genai.responses, "generate"):
|
| 388 |
response = genai.responses.generate(
|
|
|
|
| 394 |
)
|
| 395 |
except Exception:
|
| 396 |
response = None
|
| 397 |
+
|
| 398 |
+
# Attempt GenerativeModel / fallback interfaces
|
| 399 |
if response is None:
|
| 400 |
try:
|
| 401 |
if hasattr(genai, "GenerativeModel"):
|
|
|
|
| 406 |
response = model_obj.generate([system_msg, user_msg], files=[{"name": fname}], max_output_tokens=max_tokens)
|
| 407 |
except Exception:
|
| 408 |
response = None
|
| 409 |
+
|
| 410 |
+
# Attempt legacy generate/create
|
| 411 |
if response is None:
|
| 412 |
try:
|
| 413 |
if hasattr(genai, "generate"):
|
|
|
|
| 416 |
response = genai.create(model=model_used, input=[{"text": prompt_text, "files": [{"name": fname}]}], max_output_tokens=max_tokens)
|
| 417 |
except Exception:
|
| 418 |
response = None
|
| 419 |
+
|
| 420 |
if response is None:
|
| 421 |
+
raise RuntimeError("No supported generate method found on google.generativeai; check SDK version or model compatibility.")
|
| 422 |
+
|
|
|
|
| 423 |
outputs = []
|
| 424 |
+
if isinstance(response, dict):
|
|
|
|
|
|
|
| 425 |
for key in ("output", "candidates", "items", "responses"):
|
| 426 |
val = response.get(key)
|
| 427 |
if isinstance(val, list) and val:
|
|
|
|
| 438 |
if isinstance(val, list) and val:
|
| 439 |
outputs = val
|
| 440 |
break
|
| 441 |
+
|
| 442 |
if not isinstance(outputs, list):
|
| 443 |
outputs = list(outputs) if outputs else []
|
| 444 |
+
|
|
|
|
| 445 |
text_pieces = []
|
| 446 |
for item in outputs:
|
| 447 |
if item is None:
|
| 448 |
continue
|
| 449 |
+
cand = None
|
| 450 |
if isinstance(item, dict):
|
| 451 |
for k in ("content", "text", "message", "output_text", "output"):
|
| 452 |
if k in item and item[k]:
|
| 453 |
+
cand = item[k]
|
| 454 |
break
|
| 455 |
else:
|
| 456 |
for k in ("content", "text", "message", "output", "output_text"):
|
| 457 |
+
cand = getattr(item, k, None)
|
| 458 |
+
if cand:
|
| 459 |
break
|
| 460 |
+
if isinstance(cand, str):
|
| 461 |
+
if cand.strip():
|
| 462 |
+
text_pieces.append(cand.strip())
|
|
|
|
| 463 |
continue
|
| 464 |
+
if isinstance(cand, (list, tuple)):
|
| 465 |
+
for c in cand:
|
|
|
|
| 466 |
if c is None:
|
| 467 |
continue
|
| 468 |
if isinstance(c, str):
|
|
|
|
| 476 |
if t:
|
| 477 |
text_pieces.append(str(t).strip())
|
| 478 |
continue
|
|
|
|
| 479 |
direct = None
|
| 480 |
if isinstance(item, dict):
|
| 481 |
direct = item.get("text") or item.get("output_text") or item.get("message")
|
|
|
|
| 483 |
direct = getattr(item, "text", None) or getattr(item, "output_text", None) or getattr(item, "message", None)
|
| 484 |
if direct:
|
| 485 |
text_pieces.append(str(direct).strip())
|
| 486 |
+
|
| 487 |
if not text_pieces:
|
| 488 |
top_text = None
|
| 489 |
if isinstance(response, dict):
|
|
|
|
| 492 |
top_text = getattr(response, "text", None) or getattr(response, "message", None)
|
| 493 |
if top_text:
|
| 494 |
text_pieces.append(str(top_text).strip())
|
| 495 |
+
|
|
|
|
| 496 |
seen = set()
|
| 497 |
filtered = []
|
| 498 |
for t in text_pieces:
|
|
|
|
| 502 |
filtered.append(t)
|
| 503 |
seen.add(t)
|
| 504 |
out = "\n\n".join(filtered)
|
| 505 |
+
|
| 506 |
except Exception as e:
|
| 507 |
tb = traceback.format_exc()
|
| 508 |
st.session_state["last_error"] = f"Responses API error: {e}\n\nDebug: {debug_info}\n\nTraceback:\n{tb}"
|
| 509 |
st.error("An error occurred while generating the story. You can try Generate again; the uploaded video will be reused.")
|
| 510 |
out = ""
|
| 511 |
|
|
|
|
| 512 |
if out:
|
| 513 |
out = remove_prompt_echo(prompt_text, out)
|
| 514 |
p = prompt_text
|
|
|
|
| 530 |
|
| 531 |
except Exception as e:
|
| 532 |
tb = traceback.format_exc()
|
| 533 |
+
st.session_state["last_error"] = f"{e}\n\nTraceback:\n{tb}"
|
| 534 |
st.error("An error occurred while generating the story. You can try Generate again; the uploaded video will be reused.")
|
| 535 |
finally:
|
| 536 |
st.session_state["busy"] = False
|