Spaces:
Sleeping
Sleeping
Update backup13.app.py
Browse files- backup13.app.py +233 -223
backup13.app.py
CHANGED
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@@ -37,8 +37,8 @@ load_dotenv()
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# Add available English voices for Edge TTS
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EDGE_TTS_VOICES = [
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"en-US-AriaNeural",
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"en-US-GuyNeural",
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"en-US-JennyNeural",
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"en-GB-SoniaNeural",
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"en-GB-RyanNeural",
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@@ -49,6 +49,16 @@ EDGE_TTS_VOICES = [
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]
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# Initialize session state variables
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if 'tts_voice' not in st.session_state:
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st.session_state['tts_voice'] = EDGE_TTS_VOICES[0]
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if 'audio_format' not in st.session_state:
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@@ -102,26 +112,55 @@ FILE_EMOJIS = {
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"wav": "🔊"
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}
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def get_marquee_settings():
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"""Get
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st.sidebar.markdown("### 🎯 Marquee Settings")
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cols = st.sidebar.columns(2)
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with cols[0]:
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bg_color = st.color_picker("🎨 Background",
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with cols[1]:
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font_size = st.slider("📏 Size", 10, 24, 14, key="font_size_slider")
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duration = st.slider("⏱️ Speed", 1, 20, 10, key="duration_slider")
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"background": bg_color,
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"color": text_color,
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"font-size": f"{font_size}px",
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"animationDuration": f"{duration}s"
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"lineHeight": "35px"
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}
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def display_marquee(text, settings, key_suffix=""):
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"""Display marquee with given text and settings"""
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@@ -133,13 +172,6 @@ def display_marquee(text, settings, key_suffix=""):
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)
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st.write("")
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def process_paper_content(paper):
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"""Process paper content for marquee and audio"""
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marquee_text = f"📄 {paper['title']} | 👤 {paper['authors'][:100]} | 📝 {paper['summary'][:100]}"
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audio_text = f"{paper['title']} by {paper['authors']}. {paper['summary']}"
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return marquee_text, audio_text
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# Text Processing Functions
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def get_high_info_terms(text: str, top_n=10) -> list:
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stop_words = set(['the', 'a', 'an', 'and', 'or', 'but', 'in', 'on', 'at', 'to', 'for', 'of', 'with'])
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words = re.findall(r'\b\w+(?:-\w+)*\b', text.lower())
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@@ -157,17 +189,8 @@ def clean_text_for_filename(text: str) -> str:
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filtered = [w for w in words if len(w) > 3 and w not in stop_short]
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return '_'.join(filtered)[:200]
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def clean_for_speech(text: str) -> str:
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text = text.replace("\n", " ")
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text = text.replace("</s>", " ")
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text = text.replace("#", "")
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text = re.sub(r"\(https?:\/\/[^\)]+\)", "", text)
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text = re.sub(r"\s+", " ", text).strip()
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return text
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# File Operations
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def generate_filename(prompt, response, file_type="md"):
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prefix =
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combined = (prompt + " " + response).strip()
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info_terms = get_high_info_terms(combined, top_n=10)
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snippet = (prompt[:100] + " " + response[:100]).strip()
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@@ -198,7 +221,14 @@ def get_download_link(file, file_type="zip"):
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else:
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return f'<a href="data:application/octet-stream;base64,{b64}" download="{os.path.basename(file)}">Download {os.path.basename(file)}</a>'
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async def edge_tts_generate_audio(text, voice="en-US-AriaNeural", rate=0, pitch=0, file_format="mp3"):
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text = clean_for_speech(text)
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if not text.strip():
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@@ -219,7 +249,74 @@ def play_and_download_audio(file_path, file_type="mp3"):
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dl_link = get_download_link(file_path, file_type=file_type)
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st.markdown(dl_link, unsafe_allow_html=True)
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def parse_arxiv_refs(ref_text: str):
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if not ref_text:
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return []
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@@ -269,58 +366,10 @@ def parse_arxiv_refs(ref_text: str):
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return results[:20]
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def create_paper_audio_files(papers, input_question):
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for paper in papers:
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try:
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marquee_text, audio_text = process_paper_content(paper)
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audio_text = clean_for_speech(audio_text)
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file_format = st.session_state['audio_format']
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audio_file = speak_with_edge_tts(audio_text,
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voice=st.session_state['tts_voice'],
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file_format=file_format)
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paper['full_audio'] = audio_file
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st.write(f"### {FILE_EMOJIS.get(file_format, '')} {os.path.basename(audio_file)}")
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play_and_download_audio(audio_file, file_type=file_format)
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paper['marquee_text'] = marquee_text
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except Exception as e:
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st.warning(f"Error processing paper {paper['title']}: {str(e)}")
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paper['full_audio'] = None
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paper['marquee_text'] = None
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def display_papers(papers, marquee_settings):
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"""Display papers with their audio controls and marquee summaries"""
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st.write("## Research Papers")
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papercount = 0
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for paper in papers:
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papercount += 1
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if papercount <= 20:
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# Display marquee if text exists
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if paper.get('marquee_text'):
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display_marquee(paper['marquee_text'],
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marquee_settings,
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key_suffix=f"paper_{papercount}")
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with st.expander(f"{papercount}. 📄 {paper['title']}", expanded=True):
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st.markdown(f"**{paper['date']} | {paper['title']} | ⬇️**")
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st.markdown(f"*{paper['authors']}*")
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st.markdown(paper['summary'])
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if paper.get('full_audio'):
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st.write("📚 Paper Audio")
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file_ext = os.path.splitext(paper['full_audio'])[1].lower().strip('.')
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if file_ext in ['mp3', 'wav']:
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st.audio(paper['full_audio'])
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def perform_ai_lookup(q, vocal_summary=True, extended_refs=False,
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titles_summary=True, full_audio=False
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"""Perform Arxiv search with audio generation per paper."""
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start = time.time()
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# Query the HF RAG pipeline
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client = Client("awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern")
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refs = client.predict(q, 20, "Semantic Search",
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"mistralai/Mixtral-8x7B-Instruct-v0.1",
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r2 = client.predict(q, "mistralai/Mixtral-8x7B-Instruct-v0.1",
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True, api_name="/ask_llm")
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# Combine for final text output
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result = f"### 🔎 {q}\n\n{r2}\n\n{refs}"
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st.markdown(result)
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papers = parse_arxiv_refs(refs)
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if papers:
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create_paper_audio_files(papers, input_question=q)
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display_papers(papers, marquee_settings)
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else:
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display_papers(papers, get_marquee_settings())
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else:
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st.warning("No papers found in the response.")
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elapsed = time.time()-start
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st.write(f"**Total Elapsed:** {elapsed:.2f} s")
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# Save full transcript
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create_file(q, result, "md")
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return result
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def
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if not text:
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return
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"""Process text with Claude"""
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if not text:
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return
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with st.chat_message("user"):
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st.markdown(text)
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with st.chat_message("assistant"):
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r = claude_client.messages.create(
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model="claude-3-sonnet-20240229",
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max_tokens=1000,
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messages=[{"role":"user","content":text}]
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)
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ans = r.content[0].text
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st.write("Claude-3.5: " + ans)
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create_file(text, ans, "md")
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st.session_state.chat_history.append({"user":text,"claude":ans})
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return ans
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def load_files_for_sidebar():
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"""Load and group files for sidebar display based on first 9 characters of filename"""
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md_files = glob.glob("*.md")
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mp3_files = glob.glob("*.mp3")
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wav_files = glob.glob("*.wav")
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md_files = [f for f in md_files if os.path.basename(f).lower() != 'readme.md']
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all_files = md_files + mp3_files + wav_files
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groups = defaultdict(list)
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for f in all_files:
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basename = os.path.basename(f)
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sorted_groups = sorted(groups.items(),
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key=lambda x:
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reverse=True)
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return sorted_groups
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def create_zip_of_files(md_files, mp3_files, wav_files, input_question):
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"""Create zip with intelligent naming based on high-info terms"""
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md_files = [f for f in md_files if os.path.basename(f).lower() != 'readme.md']
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all_files = md_files + mp3_files + wav_files
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if not all_files:
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return None
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all_content = []
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for f in all_files:
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if f.endswith('.md'):
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with open(f, 'r', encoding='utf-8') as file:
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all_content.append(file.read())
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elif f.endswith('.mp3') or f.endswith('.wav'):
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basename = os.path.splitext(os.path.basename(f))[0]
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words = basename.replace('_', ' ')
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all_content.append(words)
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all_content.append(input_question)
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combined_content = " ".join(all_content)
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info_terms = get_high_info_terms(combined_content, top_n=10)
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timestamp = datetime.now().strftime("%y%m_%H%M")
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name_text = '_'.join(term.replace(' ', '-') for term in info_terms[:10])
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zip_name = f"{timestamp}_{name_text}.zip"
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with zipfile.ZipFile(zip_name, 'w') as z:
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for f in all_files:
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z.write(f)
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return zip_name
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def display_file_manager_sidebar(groups_sorted):
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"""Display file manager in sidebar with timestamp-based groups"""
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st.sidebar.title("🎵 Audio & Docs Manager")
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all_md = []
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all_mp3 = []
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all_wav = []
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for
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for f in files:
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if f.endswith(".md"):
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all_md.append(f)
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elif f.endswith(".wav"):
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all_wav.append(f)
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with
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if st.button("🗑
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for f in all_md:
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os.remove(f)
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st.session_state.should_rerun = True
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with
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if st.button("🗑
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for f in all_mp3:
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os.remove(f)
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st.session_state.should_rerun = True
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with
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if st.button("🗑
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for f in all_wav:
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os.remove(f)
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st.session_state.should_rerun = True
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with
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if st.button("⬇️ ZipAll"):
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zip_name = create_zip_of_files(all_md, all_mp3, all_wav,
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input_question=st.session_state.get('last_query', ''))
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if zip_name:
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st.sidebar.markdown(get_download_link(zip_name,
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unsafe_allow_html=True)
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for group_name, files in groups_sorted:
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with st.sidebar.expander(f"📁 {group_label} ({len(files)})", expanded=True):
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c1, c2 = st.columns(2)
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with c1:
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if st.button("👀
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st.session_state.viewing_prefix = group_name
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with c2:
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if st.button("🗑
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for f in files:
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os.remove(f)
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st.success(f"Deleted group {
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st.session_state.should_rerun = True
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for f in files:
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fname = os.path.basename(f)
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ext = os.path.splitext(fname)[1].lower()
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emoji = FILE_EMOJIS.get(ext.strip('.'), '')
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st.write(f"{emoji} **{fname}** - {ctime}")
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|
|
|
|
|
|
| 504 |
def main():
|
| 505 |
-
#
|
|
|
|
| 506 |
marquee_settings = get_marquee_settings()
|
| 507 |
|
| 508 |
# Initial welcome marquee
|
|
@@ -556,7 +593,7 @@ def main():
|
|
| 556 |
val_stripped = val.replace('\\n', ' ')
|
| 557 |
edited_input = st.text_area("✏️ Edit Input:", value=val_stripped, height=100)
|
| 558 |
|
| 559 |
-
run_option = st.selectbox("Model:", ["Arxiv"
|
| 560 |
col1, col2 = st.columns(2)
|
| 561 |
with col1:
|
| 562 |
autorun = st.checkbox("⚙ AutoRun", value=True)
|
|
@@ -568,30 +605,15 @@ def main():
|
|
| 568 |
if autorun and input_changed:
|
| 569 |
st.session_state.old_val = val
|
| 570 |
st.session_state.last_query = edited_input
|
| 571 |
-
|
| 572 |
-
|
| 573 |
-
titles_summary=True, full_audio=full_audio,
|
| 574 |
-
marquee_settings=marquee_settings)
|
| 575 |
-
else:
|
| 576 |
-
if run_option == "GPT-4o":
|
| 577 |
-
process_with_gpt(edited_input)
|
| 578 |
-
elif run_option == "Claude-3.5":
|
| 579 |
-
process_with_claude(edited_input)
|
| 580 |
else:
|
| 581 |
if st.button("▶ Run"):
|
| 582 |
st.session_state.old_val = val
|
| 583 |
st.session_state.last_query = edited_input
|
| 584 |
-
|
| 585 |
-
|
| 586 |
-
titles_summary=True, full_audio=full_audio,
|
| 587 |
-
marquee_settings=marquee_settings)
|
| 588 |
-
else:
|
| 589 |
-
if run_option == "GPT-4o":
|
| 590 |
-
process_with_gpt(edited_input)
|
| 591 |
-
elif run_option == "Claude-3.5":
|
| 592 |
-
process_with_claude(edited_input)
|
| 593 |
|
| 594 |
-
# ArXiv Tab
|
| 595 |
if tab_main == "🔍 ArXiv":
|
| 596 |
st.subheader("🔍 Query ArXiv")
|
| 597 |
q = st.text_input("🔍 Query:")
|
|
@@ -606,32 +628,23 @@ def main():
|
|
| 606 |
if q and st.button("🔍Run"):
|
| 607 |
st.session_state.last_query = q
|
| 608 |
result = perform_ai_lookup(q, vocal_summary=vocal_summary, extended_refs=extended_refs,
|
| 609 |
-
titles_summary=titles_summary, full_audio=full_audio
|
| 610 |
-
marquee_settings=marquee_settings)
|
| 611 |
if full_transcript:
|
| 612 |
create_file(q, result, "md")
|
| 613 |
|
| 614 |
-
# Voice Tab
|
| 615 |
elif tab_main == "🎤 Voice":
|
| 616 |
st.subheader("🎤 Voice Input")
|
| 617 |
user_text = st.text_area("💬 Message:", height=100)
|
| 618 |
user_text = user_text.strip().replace('\n', ' ')
|
| 619 |
|
| 620 |
if st.button("📨 Send"):
|
| 621 |
-
|
| 622 |
|
| 623 |
st.subheader("📜 Chat History")
|
| 624 |
-
|
| 625 |
-
|
| 626 |
-
|
| 627 |
-
|
| 628 |
-
st.write("**Claude:**", c["claude"])
|
| 629 |
-
with t2:
|
| 630 |
-
for m in st.session_state.messages:
|
| 631 |
-
with st.chat_message(m["role"]):
|
| 632 |
-
st.markdown(m["content"])
|
| 633 |
-
|
| 634 |
-
# Media Tab
|
| 635 |
elif tab_main == "📸 Media":
|
| 636 |
st.header("📸 Images & 🎥 Videos")
|
| 637 |
tabs = st.tabs(["🖼 Images", "🎥 Video"])
|
|
@@ -681,7 +694,6 @@ def main():
|
|
| 681 |
else:
|
| 682 |
st.write("No videos found.")
|
| 683 |
|
| 684 |
-
# Editor Tab
|
| 685 |
elif tab_main == "📝 Editor":
|
| 686 |
if st.session_state.editing_file:
|
| 687 |
st.subheader(f"Editing: {st.session_state.editing_file}")
|
|
@@ -720,7 +732,6 @@ def main():
|
|
| 720 |
st.session_state.viewing_prefix = None
|
| 721 |
st.session_state['marquee_content'] = "🚀 Welcome to TalkingAIResearcher | 🤖 Your Research Assistant"
|
| 722 |
|
| 723 |
-
# Add custom CSS
|
| 724 |
st.markdown("""
|
| 725 |
<style>
|
| 726 |
.main { background: linear-gradient(to right, #1a1a1a, #2d2d2d); color: #fff; }
|
|
@@ -729,10 +740,9 @@ def main():
|
|
| 729 |
</style>
|
| 730 |
""", unsafe_allow_html=True)
|
| 731 |
|
| 732 |
-
# Handle rerun if needed
|
| 733 |
if st.session_state.should_rerun:
|
| 734 |
st.session_state.should_rerun = False
|
| 735 |
st.rerun()
|
| 736 |
|
| 737 |
if __name__ == "__main__":
|
| 738 |
-
main()
|
|
|
|
| 37 |
|
| 38 |
# Add available English voices for Edge TTS
|
| 39 |
EDGE_TTS_VOICES = [
|
| 40 |
+
"en-US-AriaNeural",
|
| 41 |
+
"en-US-GuyNeural",
|
| 42 |
"en-US-JennyNeural",
|
| 43 |
"en-GB-SoniaNeural",
|
| 44 |
"en-GB-RyanNeural",
|
|
|
|
| 49 |
]
|
| 50 |
|
| 51 |
# Initialize session state variables
|
| 52 |
+
if 'marquee_settings' not in st.session_state:
|
| 53 |
+
st.session_state['marquee_settings'] = {
|
| 54 |
+
"background": "#1E1E1E",
|
| 55 |
+
"color": "#FFFFFF",
|
| 56 |
+
"font-size": "14px",
|
| 57 |
+
"animationDuration": "10s",
|
| 58 |
+
"width": "100%",
|
| 59 |
+
"lineHeight": "35px"
|
| 60 |
+
}
|
| 61 |
+
|
| 62 |
if 'tts_voice' not in st.session_state:
|
| 63 |
st.session_state['tts_voice'] = EDGE_TTS_VOICES[0]
|
| 64 |
if 'audio_format' not in st.session_state:
|
|
|
|
| 112 |
"wav": "🔊"
|
| 113 |
}
|
| 114 |
|
| 115 |
+
def get_central_time():
|
| 116 |
+
"""Get current time in US Central timezone"""
|
| 117 |
+
central = pytz.timezone('US/Central')
|
| 118 |
+
return datetime.now(central)
|
| 119 |
+
|
| 120 |
+
def format_timestamp_prefix():
|
| 121 |
+
"""Generate timestamp prefix in format MM_dd_yy_hh_mm_AM/PM"""
|
| 122 |
+
ct = get_central_time()
|
| 123 |
+
return ct.strftime("%m_%d_%y_%I_%M_%p")
|
| 124 |
+
|
| 125 |
+
def initialize_marquee_settings():
|
| 126 |
+
"""Initialize marquee settings in session state"""
|
| 127 |
+
if 'marquee_settings' not in st.session_state:
|
| 128 |
+
st.session_state['marquee_settings'] = {
|
| 129 |
+
"background": "#1E1E1E",
|
| 130 |
+
"color": "#FFFFFF",
|
| 131 |
+
"font-size": "14px",
|
| 132 |
+
"animationDuration": "10s",
|
| 133 |
+
"width": "100%",
|
| 134 |
+
"lineHeight": "35px"
|
| 135 |
+
}
|
| 136 |
+
|
| 137 |
def get_marquee_settings():
|
| 138 |
+
"""Get or update marquee settings from session state"""
|
| 139 |
+
initialize_marquee_settings()
|
| 140 |
+
return st.session_state['marquee_settings']
|
| 141 |
+
|
| 142 |
+
def update_marquee_settings_ui():
|
| 143 |
+
"""Update marquee settings via UI controls"""
|
| 144 |
+
initialize_marquee_settings()
|
| 145 |
st.sidebar.markdown("### 🎯 Marquee Settings")
|
| 146 |
cols = st.sidebar.columns(2)
|
| 147 |
with cols[0]:
|
| 148 |
+
bg_color = st.color_picker("🎨 Background",
|
| 149 |
+
st.session_state['marquee_settings']["background"],
|
| 150 |
+
key="bg_color_picker")
|
| 151 |
+
text_color = st.color_picker("✍️ Text",
|
| 152 |
+
st.session_state['marquee_settings']["color"],
|
| 153 |
+
key="text_color_picker")
|
| 154 |
with cols[1]:
|
| 155 |
font_size = st.slider("📏 Size", 10, 24, 14, key="font_size_slider")
|
| 156 |
duration = st.slider("⏱️ Speed", 1, 20, 10, key="duration_slider")
|
| 157 |
+
|
| 158 |
+
st.session_state['marquee_settings'].update({
|
| 159 |
"background": bg_color,
|
| 160 |
"color": text_color,
|
| 161 |
"font-size": f"{font_size}px",
|
| 162 |
+
"animationDuration": f"{duration}s"
|
| 163 |
+
})
|
|
|
|
|
|
|
| 164 |
|
| 165 |
def display_marquee(text, settings, key_suffix=""):
|
| 166 |
"""Display marquee with given text and settings"""
|
|
|
|
| 172 |
)
|
| 173 |
st.write("")
|
| 174 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 175 |
def get_high_info_terms(text: str, top_n=10) -> list:
|
| 176 |
stop_words = set(['the', 'a', 'an', 'and', 'or', 'but', 'in', 'on', 'at', 'to', 'for', 'of', 'with'])
|
| 177 |
words = re.findall(r'\b\w+(?:-\w+)*\b', text.lower())
|
|
|
|
| 189 |
filtered = [w for w in words if len(w) > 3 and w not in stop_short]
|
| 190 |
return '_'.join(filtered)[:200]
|
| 191 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 192 |
def generate_filename(prompt, response, file_type="md"):
|
| 193 |
+
prefix = format_timestamp_prefix() + "_"
|
| 194 |
combined = (prompt + " " + response).strip()
|
| 195 |
info_terms = get_high_info_terms(combined, top_n=10)
|
| 196 |
snippet = (prompt[:100] + " " + response[:100]).strip()
|
|
|
|
| 221 |
else:
|
| 222 |
return f'<a href="data:application/octet-stream;base64,{b64}" download="{os.path.basename(file)}">Download {os.path.basename(file)}</a>'
|
| 223 |
|
| 224 |
+
def clean_for_speech(text: str) -> str:
|
| 225 |
+
text = text.replace("\n", " ")
|
| 226 |
+
text = text.replace("</s>", " ")
|
| 227 |
+
text = text.replace("#", "")
|
| 228 |
+
text = re.sub(r"\(https?:\/\/[^\)]+\)", "", text)
|
| 229 |
+
text = re.sub(r"\s+", " ", text).strip()
|
| 230 |
+
return text
|
| 231 |
+
|
| 232 |
async def edge_tts_generate_audio(text, voice="en-US-AriaNeural", rate=0, pitch=0, file_format="mp3"):
|
| 233 |
text = clean_for_speech(text)
|
| 234 |
if not text.strip():
|
|
|
|
| 249 |
dl_link = get_download_link(file_path, file_type=file_type)
|
| 250 |
st.markdown(dl_link, unsafe_allow_html=True)
|
| 251 |
|
| 252 |
+
def save_qa_with_audio(question, answer, voice=None):
|
| 253 |
+
"""Save Q&A to markdown and generate audio"""
|
| 254 |
+
if not voice:
|
| 255 |
+
voice = st.session_state['tts_voice']
|
| 256 |
+
|
| 257 |
+
# Create markdown file
|
| 258 |
+
combined_text = f"# Question\n{question}\n\n# Answer\n{answer}"
|
| 259 |
+
md_file = create_file(question, answer, "md")
|
| 260 |
+
|
| 261 |
+
# Generate audio file
|
| 262 |
+
audio_text = f"Question: {question}\n\nAnswer: {answer}"
|
| 263 |
+
audio_file = speak_with_edge_tts(
|
| 264 |
+
audio_text,
|
| 265 |
+
voice=voice,
|
| 266 |
+
file_format=st.session_state['audio_format']
|
| 267 |
+
)
|
| 268 |
+
|
| 269 |
+
return md_file, audio_file
|
| 270 |
+
|
| 271 |
+
def process_paper_content(paper):
|
| 272 |
+
marquee_text = f"📄 {paper['title']} | 👤 {paper['authors'][:100]} | 📝 {paper['summary'][:100]}"
|
| 273 |
+
audio_text = f"{paper['title']} by {paper['authors']}. {paper['summary']}"
|
| 274 |
+
return marquee_text, audio_text
|
| 275 |
+
|
| 276 |
+
def create_paper_audio_files(papers, input_question):
|
| 277 |
+
for paper in papers:
|
| 278 |
+
try:
|
| 279 |
+
marquee_text, audio_text = process_paper_content(paper)
|
| 280 |
+
|
| 281 |
+
audio_text = clean_for_speech(audio_text)
|
| 282 |
+
file_format = st.session_state['audio_format']
|
| 283 |
+
audio_file = speak_with_edge_tts(audio_text,
|
| 284 |
+
voice=st.session_state['tts_voice'],
|
| 285 |
+
file_format=file_format)
|
| 286 |
+
paper['full_audio'] = audio_file
|
| 287 |
+
|
| 288 |
+
st.write(f"### {FILE_EMOJIS.get(file_format, '')} {os.path.basename(audio_file)}")
|
| 289 |
+
play_and_download_audio(audio_file, file_type=file_format)
|
| 290 |
+
paper['marquee_text'] = marquee_text
|
| 291 |
+
|
| 292 |
+
except Exception as e:
|
| 293 |
+
st.warning(f"Error processing paper {paper['title']}: {str(e)}")
|
| 294 |
+
paper['full_audio'] = None
|
| 295 |
+
paper['marquee_text'] = None
|
| 296 |
+
|
| 297 |
+
def display_papers(papers, marquee_settings):
|
| 298 |
+
st.write("## Research Papers")
|
| 299 |
+
|
| 300 |
+
papercount = 0
|
| 301 |
+
for paper in papers:
|
| 302 |
+
papercount += 1
|
| 303 |
+
if papercount <= 20:
|
| 304 |
+
if paper.get('marquee_text'):
|
| 305 |
+
display_marquee(paper['marquee_text'],
|
| 306 |
+
marquee_settings,
|
| 307 |
+
key_suffix=f"paper_{papercount}")
|
| 308 |
+
|
| 309 |
+
with st.expander(f"{papercount}. 📄 {paper['title']}", expanded=True):
|
| 310 |
+
st.markdown(f"**{paper['date']} | {paper['title']} | ⬇️**")
|
| 311 |
+
st.markdown(f"*{paper['authors']}*")
|
| 312 |
+
st.markdown(paper['summary'])
|
| 313 |
+
|
| 314 |
+
if paper.get('full_audio'):
|
| 315 |
+
st.write("📚 Paper Audio")
|
| 316 |
+
file_ext = os.path.splitext(paper['full_audio'])[1].lower().strip('.')
|
| 317 |
+
if file_ext in ['mp3', 'wav']:
|
| 318 |
+
st.audio(paper['full_audio'])
|
| 319 |
+
|
| 320 |
def parse_arxiv_refs(ref_text: str):
|
| 321 |
if not ref_text:
|
| 322 |
return []
|
|
|
|
| 366 |
|
| 367 |
return results[:20]
|
| 368 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 369 |
def perform_ai_lookup(q, vocal_summary=True, extended_refs=False,
|
| 370 |
+
titles_summary=True, full_audio=False):
|
|
|
|
| 371 |
start = time.time()
|
| 372 |
|
|
|
|
| 373 |
client = Client("awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern")
|
| 374 |
refs = client.predict(q, 20, "Semantic Search",
|
| 375 |
"mistralai/Mixtral-8x7B-Instruct-v0.1",
|
|
|
|
| 377 |
r2 = client.predict(q, "mistralai/Mixtral-8x7B-Instruct-v0.1",
|
| 378 |
True, api_name="/ask_llm")
|
| 379 |
|
|
|
|
| 380 |
result = f"### 🔎 {q}\n\n{r2}\n\n{refs}"
|
| 381 |
st.markdown(result)
|
| 382 |
|
| 383 |
+
md_file, audio_file = save_qa_with_audio(q, result)
|
| 384 |
+
|
| 385 |
+
st.subheader("📝 Main Response Audio")
|
| 386 |
+
play_and_download_audio(audio_file, st.session_state['audio_format'])
|
| 387 |
+
|
| 388 |
papers = parse_arxiv_refs(refs)
|
| 389 |
if papers:
|
| 390 |
create_paper_audio_files(papers, input_question=q)
|
| 391 |
+
display_papers(papers, get_marquee_settings())
|
|
|
|
|
|
|
|
|
|
| 392 |
else:
|
| 393 |
st.warning("No papers found in the response.")
|
| 394 |
|
| 395 |
elapsed = time.time()-start
|
| 396 |
st.write(f"**Total Elapsed:** {elapsed:.2f} s")
|
|
|
|
|
|
|
|
|
|
| 397 |
return result
|
| 398 |
|
| 399 |
+
def process_voice_input(text):
|
| 400 |
+
if not text:
|
|
|
|
| 401 |
return
|
| 402 |
+
|
| 403 |
+
st.subheader("🔍 Search Results")
|
| 404 |
+
result = perform_ai_lookup(
|
| 405 |
+
text,
|
| 406 |
+
vocal_summary=True,
|
| 407 |
+
extended_refs=False,
|
| 408 |
+
titles_summary=True,
|
| 409 |
+
full_audio=True
|
| 410 |
+
)
|
| 411 |
+
|
| 412 |
+
md_file, audio_file = save_qa_with_audio(text, result)
|
| 413 |
+
|
| 414 |
+
st.subheader("📝 Generated Files")
|
| 415 |
+
st.write(f"Markdown: {md_file}")
|
| 416 |
+
st.write(f"Audio: {audio_file}")
|
| 417 |
+
play_and_download_audio(audio_file, st.session_state['audio_format'])
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 418 |
|
| 419 |
def load_files_for_sidebar():
|
|
|
|
| 420 |
md_files = glob.glob("*.md")
|
| 421 |
mp3_files = glob.glob("*.mp3")
|
| 422 |
wav_files = glob.glob("*.wav")
|
| 423 |
+
|
| 424 |
md_files = [f for f in md_files if os.path.basename(f).lower() != 'readme.md']
|
| 425 |
all_files = md_files + mp3_files + wav_files
|
| 426 |
|
| 427 |
groups = defaultdict(list)
|
| 428 |
+
prefix_length = len("MM_dd_yy_hh_mm_AP")
|
| 429 |
+
|
| 430 |
for f in all_files:
|
| 431 |
basename = os.path.basename(f)
|
| 432 |
+
if len(basename) >= prefix_length and '_' in basename:
|
| 433 |
+
group_name = basename[:prefix_length]
|
| 434 |
+
groups[group_name].append(f)
|
| 435 |
+
else:
|
| 436 |
+
groups['Other'].append(f)
|
| 437 |
+
|
| 438 |
sorted_groups = sorted(groups.items(),
|
| 439 |
+
key=lambda x: x[0] if x[0] != 'Other' else '',
|
| 440 |
reverse=True)
|
| 441 |
return sorted_groups
|
| 442 |
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|
| 443 |
def display_file_manager_sidebar(groups_sorted):
|
|
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|
| 444 |
st.sidebar.title("🎵 Audio & Docs Manager")
|
| 445 |
|
| 446 |
all_md = []
|
| 447 |
all_mp3 = []
|
| 448 |
all_wav = []
|
| 449 |
+
for _, files in groups_sorted:
|
| 450 |
for f in files:
|
| 451 |
if f.endswith(".md"):
|
| 452 |
all_md.append(f)
|
|
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|
| 455 |
elif f.endswith(".wav"):
|
| 456 |
all_wav.append(f)
|
| 457 |
|
| 458 |
+
col1, col2, col3, col4 = st.sidebar.columns(4)
|
| 459 |
+
with col1:
|
| 460 |
+
if st.button("🗑 DelMD"):
|
| 461 |
for f in all_md:
|
| 462 |
os.remove(f)
|
| 463 |
st.session_state.should_rerun = True
|
| 464 |
+
with col2:
|
| 465 |
+
if st.button("🗑 DelMP3"):
|
| 466 |
for f in all_mp3:
|
| 467 |
os.remove(f)
|
| 468 |
st.session_state.should_rerun = True
|
| 469 |
+
with col3:
|
| 470 |
+
if st.button("🗑 DelWAV"):
|
| 471 |
for f in all_wav:
|
| 472 |
os.remove(f)
|
| 473 |
st.session_state.should_rerun = True
|
| 474 |
+
with col4:
|
| 475 |
if st.button("⬇️ ZipAll"):
|
| 476 |
+
zip_name = create_zip_of_files(all_md, all_mp3, all_wav, st.session_state.get('last_query', ''))
|
|
|
|
| 477 |
if zip_name:
|
| 478 |
+
st.sidebar.markdown(get_download_link(zip_name, "zip"), unsafe_allow_html=True)
|
|
|
|
| 479 |
|
| 480 |
for group_name, files in groups_sorted:
|
| 481 |
+
if group_name == 'Other':
|
| 482 |
+
group_label = 'Other Files'
|
| 483 |
+
else:
|
| 484 |
+
try:
|
| 485 |
+
timestamp_dt = datetime.strptime(group_name, "%m_%d_%y_%I_%M_%p")
|
| 486 |
+
group_label = timestamp_dt.strftime("%b %d, %Y %I:%M %p")
|
| 487 |
+
except ValueError:
|
| 488 |
+
group_label = group_name
|
| 489 |
+
|
| 490 |
with st.sidebar.expander(f"📁 {group_label} ({len(files)})", expanded=True):
|
| 491 |
c1, c2 = st.columns(2)
|
| 492 |
with c1:
|
| 493 |
+
if st.button("👀 View", key=f"view_group_{group_name}"):
|
| 494 |
st.session_state.viewing_prefix = group_name
|
| 495 |
with c2:
|
| 496 |
+
if st.button("🗑 Del", key=f"del_group_{group_name}"):
|
| 497 |
for f in files:
|
| 498 |
os.remove(f)
|
| 499 |
+
st.success(f"Deleted group {group_label}!")
|
| 500 |
st.session_state.should_rerun = True
|
| 501 |
+
|
| 502 |
for f in files:
|
| 503 |
fname = os.path.basename(f)
|
| 504 |
ext = os.path.splitext(fname)[1].lower()
|
| 505 |
emoji = FILE_EMOJIS.get(ext.strip('.'), '')
|
| 506 |
+
mtime = os.path.getmtime(f)
|
| 507 |
+
ctime = datetime.fromtimestamp(mtime).strftime("%I:%M:%S %p")
|
| 508 |
st.write(f"{emoji} **{fname}** - {ctime}")
|
| 509 |
|
| 510 |
+
def create_zip_of_files(md_files, mp3_files, wav_files, input_question):
|
| 511 |
+
md_files = [f for f in md_files if os.path.basename(f).lower() != 'readme.md']
|
| 512 |
+
all_files = md_files + mp3_files + wav_files
|
| 513 |
+
if not all_files:
|
| 514 |
+
return None
|
| 515 |
+
|
| 516 |
+
all_content = []
|
| 517 |
+
for f in all_files:
|
| 518 |
+
if f.endswith('.md'):
|
| 519 |
+
with open(f, 'r', encoding='utf-8') as file:
|
| 520 |
+
all_content.append(file.read())
|
| 521 |
+
elif f.endswith('.mp3') or f.endswith('.wav'):
|
| 522 |
+
basename = os.path.splitext(os.path.basename(f))[0]
|
| 523 |
+
words = basename.replace('_', ' ')
|
| 524 |
+
all_content.append(words)
|
| 525 |
+
|
| 526 |
+
all_content.append(input_question)
|
| 527 |
+
combined_content = " ".join(all_content)
|
| 528 |
+
info_terms = get_high_info_terms(combined_content, top_n=10)
|
| 529 |
+
|
| 530 |
+
timestamp = format_timestamp_prefix()
|
| 531 |
+
name_text = '_'.join(term.replace(' ', '-') for term in info_terms[:10])
|
| 532 |
+
zip_name = f"{timestamp}_{name_text}.zip"
|
| 533 |
+
|
| 534 |
+
with zipfile.ZipFile(zip_name, 'w') as z:
|
| 535 |
+
for f in all_files:
|
| 536 |
+
z.write(f)
|
| 537 |
+
|
| 538 |
+
return zip_name
|
| 539 |
+
|
| 540 |
def main():
|
| 541 |
+
# Update marquee settings UI first
|
| 542 |
+
update_marquee_settings_ui()
|
| 543 |
marquee_settings = get_marquee_settings()
|
| 544 |
|
| 545 |
# Initial welcome marquee
|
|
|
|
| 593 |
val_stripped = val.replace('\\n', ' ')
|
| 594 |
edited_input = st.text_area("✏️ Edit Input:", value=val_stripped, height=100)
|
| 595 |
|
| 596 |
+
run_option = st.selectbox("Model:", ["Arxiv"])
|
| 597 |
col1, col2 = st.columns(2)
|
| 598 |
with col1:
|
| 599 |
autorun = st.checkbox("⚙ AutoRun", value=True)
|
|
|
|
| 605 |
if autorun and input_changed:
|
| 606 |
st.session_state.old_val = val
|
| 607 |
st.session_state.last_query = edited_input
|
| 608 |
+
result = perform_ai_lookup(edited_input, vocal_summary=True, extended_refs=False,
|
| 609 |
+
titles_summary=True, full_audio=full_audio)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 610 |
else:
|
| 611 |
if st.button("▶ Run"):
|
| 612 |
st.session_state.old_val = val
|
| 613 |
st.session_state.last_query = edited_input
|
| 614 |
+
result = perform_ai_lookup(edited_input, vocal_summary=True, extended_refs=False,
|
| 615 |
+
titles_summary=True, full_audio=full_audio)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 616 |
|
|
|
|
| 617 |
if tab_main == "🔍 ArXiv":
|
| 618 |
st.subheader("🔍 Query ArXiv")
|
| 619 |
q = st.text_input("🔍 Query:")
|
|
|
|
| 628 |
if q and st.button("🔍Run"):
|
| 629 |
st.session_state.last_query = q
|
| 630 |
result = perform_ai_lookup(q, vocal_summary=vocal_summary, extended_refs=extended_refs,
|
| 631 |
+
titles_summary=titles_summary, full_audio=full_audio)
|
|
|
|
| 632 |
if full_transcript:
|
| 633 |
create_file(q, result, "md")
|
| 634 |
|
|
|
|
| 635 |
elif tab_main == "🎤 Voice":
|
| 636 |
st.subheader("🎤 Voice Input")
|
| 637 |
user_text = st.text_area("💬 Message:", height=100)
|
| 638 |
user_text = user_text.strip().replace('\n', ' ')
|
| 639 |
|
| 640 |
if st.button("📨 Send"):
|
| 641 |
+
process_voice_input(user_text)
|
| 642 |
|
| 643 |
st.subheader("📜 Chat History")
|
| 644 |
+
for c in st.session_state.chat_history:
|
| 645 |
+
st.write("**You:**", c["user"])
|
| 646 |
+
st.write("**Response:**", c["claude"])
|
| 647 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 648 |
elif tab_main == "📸 Media":
|
| 649 |
st.header("📸 Images & 🎥 Videos")
|
| 650 |
tabs = st.tabs(["🖼 Images", "🎥 Video"])
|
|
|
|
| 694 |
else:
|
| 695 |
st.write("No videos found.")
|
| 696 |
|
|
|
|
| 697 |
elif tab_main == "📝 Editor":
|
| 698 |
if st.session_state.editing_file:
|
| 699 |
st.subheader(f"Editing: {st.session_state.editing_file}")
|
|
|
|
| 732 |
st.session_state.viewing_prefix = None
|
| 733 |
st.session_state['marquee_content'] = "🚀 Welcome to TalkingAIResearcher | 🤖 Your Research Assistant"
|
| 734 |
|
|
|
|
| 735 |
st.markdown("""
|
| 736 |
<style>
|
| 737 |
.main { background: linear-gradient(to right, #1a1a1a, #2d2d2d); color: #fff; }
|
|
|
|
| 740 |
</style>
|
| 741 |
""", unsafe_allow_html=True)
|
| 742 |
|
|
|
|
| 743 |
if st.session_state.should_rerun:
|
| 744 |
st.session_state.should_rerun = False
|
| 745 |
st.rerun()
|
| 746 |
|
| 747 |
if __name__ == "__main__":
|
| 748 |
+
main()
|