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DeepResearchEvaluator
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DeepResearchEvaluator
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---
title: TalkingAIResearcher
emoji: 🏆🏆🏆
colorFrom: red
colorTo: purple
sdk: streamlit
sdk_version: 1.41.1
app_file: app.py
pinned: true
license: mit
short_description: TalkingAIResearcher
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

#OPENAI_API_KEY=your_key
#ANTHROPIC_API_KEY=your_key
#HF_KEY=your_key

Features:

🎯 Core Configuration & Setup

Configures Streamlit page with title "🚲BikeAI🏆 Claude/GPT Research"


🔑 API Setup & Clients

Initializes OpenAI, Anthropic, and HuggingFace API clients with environment variables


📝 Session State Management

Manages conversation history, transcripts, file editing states, and model selections


🧠 get_high_info_terms()

Extracts meaningful keywords from text while filtering common stop words


🏷️ clean_text_for_filename()

Sanitizes text to create valid filenames by removing special characters


📄 generate_filename()

Creates intelligent filenames based on content and timestamps


💾 create_file()

Saves prompt and response content to files with smart naming


🔗 get_download_link()

Generates base64-encoded download links for files


🎤 clean_for_speech()

Prepares text for speech synthesis by removing special characters


🗣️ speech_synthesis_html()


Creates HTML for browser-based speech synthesis


🔊 edge_tts_generate_audio()


Generates MP3 audio files using Edge TTS


🎵 speak_with_edge_tts()


Wrapper for Edge TTS audio generation


🎧 play_and_download_audio()


Creates audio player interface with download option


📸 process_image()


Analyzes images using GPT-4V


🎙️ process_audio()


Transcribes audio using Whisper


🎥 process_video()


Extracts frames from video files


🤖 process_video_with_gpt()


Analyzes video frames using GPT-4V


📚 parse_arxiv_refs()


Parses research paper references into structured format


🔍 perform_ai_lookup()


Searches and processes arXiv papers with audio summaries


📁 create_zip_of_files()


Bundles multiple files into a zip with smart naming


📂 load_files_for_sidebar()


Organizes files by timestamp for sidebar display


🏷️ extract_keywords_from_md()


Pulls keywords from markdown files for organization


📊 display_file_manager_sidebar()


Creates interactive sidebar for file management


🎬 main()


Orchestrates overall application flow and UI components