Upload 3 files

app.py

@@ -0,0 +1,69 @@
+import gradio as gr
+import random
+import time
+import openai
+
+from llama_index import StorageContext, load_index_from_storage
+import os
+
+import pandas as pd
+
+openai.api_key = os.getenv("OPENAI_API_KEY")
+passwd = os.getenv("PASSWD_SECRET")
+
+df = pd.read_csv("original_huberman.csv")
+
+storage_context = StorageContext.from_defaults(persist_dir="./storage")
+# load index
+index = load_index_from_storage(storage_context)
+
+query_engine = index.as_query_engine(similarity_top_k=4)
+
+def get_podcast_and_youtube(response):
+    podcasts = []
+    for node in response.source_nodes:
+        podcast = node.node.extra_info["filename"].split("/")[-1].split(".")[0]
+        podcasts.append(podcast)
+
+    mask = df.podcast.apply(lambda x: x in podcasts)
+    return df.loc[mask]
+
+with gr.Blocks() as demo:
+    gr.Markdown("<h1><center>HuberChat</center></h1>")
+    gr.Markdown("<p align='center'><img src='https://yt3.googleusercontent.com/5ONImZvpa9_hYK12Xek2E2JLzRc732DWsZMX2F-AZ1cTutTQLBuAmcEtFwrCgypqJncl5HrV2w=s900-c-k-c0x00ffffff-no-rj' height='50' width='95'></p>")
+    gr.Markdown("<p align='center' style='font-size: 20px;'>Hi! I am Andrew HuberChat, a chatbot trained to answer neurobiology.</p>")
+    with gr.Row().style():
+        with gr.Column(scale=0.85):
+            msg = gr.Textbox(
+                show_label=False,
+                placeholder="Enter text and press enter. The url must contain the media type. e.g, https://example.com/example.jpg",
+                lines=1,
+            ).style(container=False)
+        with gr.Column(scale=0.15, min_width=0):
+            btn2 = gr.Button("Send").style(full_height=True)
+    gr.Examples(
+        examples=["What is love?",
+                  "Why should I get sunlight exposure?",
+                  "How to be more motivated?"
+                ],
+        inputs=msg
+    )
+    chatbot = gr.Chatbot().style(height=250)
+    
+    clear = gr.Button("Clear")
+
+    def respond(message, chat_history):
+        response = query_engine.query(message)
+        bot_message = response.response
+        for i, row in get_podcast_and_youtube(response).iterrows():
+            bot_message += f"\n\n\n Source: {row.podcast} \n\n Link: {row.youtube_id}"
+        chat_history.append((message, bot_message))
+        time.sleep(1)
+        return "", chat_history
+
+    msg.submit(respond, [msg, chatbot], [msg, chatbot])
+    btn2.click(respond, [msg, chatbot], [msg, chatbot])
+    clear.click(lambda: None, None, chatbot, queue=False)
+
+if __name__ == "__main__":
+    demo.launch(auth=("mithril", passwd))

original_huberman.csv

@@ -0,0 +1,130 @@
+,podcast,youtube_id
+0,how-psilocybin-can-rewire-our-brain-its-therapeutic-benefits-and-its-risks,https://www.youtube.com/watch?v=eIxVfln02Ss
+1,dr-noam-sobel-how-smells-influence-our-hormones-health-and-behavior,https://youtu.be/cS7cNaBrkxo
+2,science-based-mental-training-and-visualization-for-improved-learning,https://youtu.be/0RYyQRQFgFk
+3,dr-matthew-macdougall-neuralink-and-technologies-to-enhance-human-brains,https://youtu.be/3ZGItIAUQmI
+4,the-science-of-healthy-hair-hair-loss-and-how-to-regrow-hair,https://youtu.be/6ZrlsVx85ek
+5,dr-elissa-epel-control-stress-for-healthy-eating-metabolism-and-aging,https://youtu.be/ulHrUVV3Kq4
+6,leverage-dopamine-to-overcome-procrastination-and-optimize-effort,https://youtu.be/K-TW2Chpz4k
+7,dr-peter-attia-improve-vitality-emotional-and-physical-health-and-lifespan,https://youtu.be/ufsIA5NARIo
+8,dr-satchin-panda-intermittent-fasting-to-improve-health-cognition-and-longevity,https://youtu.be/7R3-3HR6-u4
+9,how-to-optimize-your-water-quality-and-intake-for-health,https://youtu.be/at37Y8rKDlA
+10,dr-oded-rechavi-genes-and-the-inheritance-of-memories-across-generations,https://youtu.be/CDUetQMKM6g
+11,dr-andy-galpin-optimal-nutrition-and-supplementation-for-fitness,https://youtu.be/q37ARYnRDGc
+12,how-to-breathe-correctly-for-optimal-health-mood-learning-and-performance,https://youtu.be/x4m_PdFbu-s
+13,guest-series-dr-andy-galpin-maximize-recovery-to-achieve-fitness-and-performance-goals,https://youtu.be/juD99_sPWGU
+14,dr-gina-poe-use-sleep-to-enhance-learning-memory-and-emotional-state,https://youtu.be/BMTt8gSl13s
+15,dr-andy-galpin-optimize-your-training-program-for-fitness-and-longevity,https://youtu.be/UIy-WQCZd4M
+16,how-to-stop-headaches-using-science-based-approaches,https://youtu.be/CGjdgy0cwGk
+17,dr-andy-galpin-how-to-build-physical-endurance-and-lose-fat,https://youtu.be/oNkDA2F7CjM
+18,dr-sara-gottfried-how-to-optimize-female-hormone-health-for-vitality-and-longevity,https://youtu.be/GVRDGQhoEYQ
+19,dr-andy-galpin-optimal-protocols-to-build-strength-and-grow-muscles,https://youtu.be/CyDLbrZK75U
+20,how-to-optimize-fertility-in-males-and-females,https://youtu.be/O1YRwWmue4Y
+21,dr-andy-galpin-how-to-assess-improve-all-aspects-of-your-fitness,https://youtu.be/zEYE-vcVKy8
+22,rick-rubin-how-to-access-your-creativity,https://youtu.be/ycOBZZeVeAc
+23,developing-a-rational-approach-to-supplementation-for-health-and-performance,https://youtu.be/tLS6t3FVOTI
+24,dr-sam-harris-using-meditation-to-focus-view-consciousness-and-expand-your-mind,https://youtu.be/-wIt_WsJGfw
+25,jocko-willink-how-to-become-resilient-forge-your-identity-and-lead-others,https://youtu.be/__RAXBLt1iM
+26,the-science-of-creativity-and-how-to-enhance-creative-innovation,https://youtu.be/KPlJcD-o-4Q
+27,dr-kyle-gillett-tools-for-hormone-optimization-in-males,https://youtu.be/O640yAgq5f8
+28,using-caffeine-to-optimize-mental-and-physical-performance,https://youtu.be/iw97uvIge7c
+29,dr-lex-fridman-navigating-conflict-finding-purpose-and-maintaining-drive,https://youtu.be/6I5I56uVvLw
+30,dr-chris-palmer-diet-nutrition-for-mental-health,https://youtu.be/xjEFo3a1AnI
+31,science-based-tools-for-increasing-happiness,https://youtu.be/LTGGyQS1fZE
+32,dr-layne-norton-the-science-of-eating-for-health-fat-loss-and-lean-muscle,https://youtu.be/K4Ze-Sp6aUE
+33,how-meditation-works-and-science-based-effective-meditations,https://youtu.be/wTBSGgbIvsY
+34,dr-eddie-chang-the-science-of-learning-and-speaking-languages,https://youtu.be/Z7MU6zrAXsM
+35,fitness-toolkit-protocol-and-tools-to-optimize-physical-health,https://youtu.be/q1Ss8sTbFBY
+36,dr-nolan-williams-psychedelics-and-neurostimulation-for-brain-rewiring,https://youtu.be/X4QE6t-MkYE
+37,the-effects-of-cannabis-marijuana-on-the-brain-and-body,https://youtu.be/gXvuJu1kt48
+38,dr-casey-halpern-biology-and-treatments-for-compulsive-eating-and-behaviors,https://www.youtube.com/watch?v=Nr5xb-QCBGA
+39,nicotines-effects-on-the-brain-and-body-and-how-to-quit-smoking-or-vaping,https://youtu.be/uXs-zPc63kM
+40,dr-david-anderson-the-biology-of-aggression-mating-and-arousal,https://youtu.be/uxZFl4BDOGk
+41,focus-toolkit-tools-to-improve-your-focus-and-concentration,https://youtu.be/yb5zpo5WDG4
+42,dr-erich-jarvis-the-neuroscience-of-speech-language-and-music,https://youtu.be/LVxL_p_kToc
+43,what-alcohol-does-to-your-body-brain-health,https://youtu.be/DkS1pkKpILY
+44,dr-peter-attia-exercise-nutrition-hormones-for-vitality-and-longevity,https://youtu.be/DTCmprPCDqc
+45,sleep-toolkit-tools-for-optimizing-sleep-and-sleep-wake-timing,https://youtu.be/h2aWYjSA1Jc
+46,dr-emily-balcetis-tools-for-setting-and-achieving-goals,https://www.youtube.com/watch?v=7YGZZcXqKxE
+47,the-science-and-treatment-of-bipolar-disorder,https://www.youtube.com/watch?v=m_OazsImOiI
+48,dr-charles-zuker-the-biology-of-taste-perception-and-sugar-craving,https://youtu.be/UChhXiFPRgg
+49,optimize-and-control-your-brain-chemistry-to-improve-health-and-performance,https://www.youtube.com/watch?v=T65RDBiB5Hs
+50,jeff-cavaliere-optimize-your-exercise-program-with-science-based-tools,https://youtu.be/UNCwdFxPtE8
+51,the-science-and-treatment-of-obsessive-compulsive-disorder,https://youtu.be/OadokY8fcAA
+52,ido-portal-the-science-and-practice-of-movement,https://youtu.be/a9yFKPmPZ90
+53,improve-flexibility-with-research-supported-stretching-protocols,https://youtu.be/tkH2-_jMCSk
+54,dr-paul-conti-therapy-treating-trauma-and-other-life-challenges,https://youtu.be/IOl28gj_RXw
+55,the-science-and-process-of-healing-from-grief,https://www.youtube.com/watch?v=dzOvi0Aa2EA
+56,dr-wendy-suzuki-boost-attention-and-memory-with-science-based-tools,https://youtu.be/099hgtRoUZw
+57,understand-and-improve-memory-using-science-based-tools,https://youtu.be/szqPAPKE5tQ
+58,understanding-and-controlling-aggression,https://youtu.be/RBK5KLA5Jjg
+59,dr-rhonda-patrick-micronutrients-for-health-and-longevity,https://youtu.be/XcvhERcZpWw
+60,the-science-and-health-benefits-of-deliberate-heat-exposure,https://youtu.be/EQ3GjpGq5Y8
+61,using-light-sunlight-blue-light-and-red-light-to-optimize-health,https://youtu.be/UF0nqolsNZc
+62,how-to-optimize-your-hormones-for-health-and-vitality,https://youtu.be/ncSoor2Iw8k
+63,using-deliberate-cold-exposure-for-health-and-performance,https://youtu.be/pq6WHJzOkno
+64,dr-andy-galpin-how-to-build-strength-muscle-size-and-endurance,https://youtu.be/IAnhFUUCq6c
+65,controlling-sugar-cravings-and-metabolism-with-science-based-tools,https://youtu.be/VAEzZeaV5zM
+66,using-salt-to-optimize-mental-and-physical-performance,https://youtu.be/azb3Ih68awQ
+67,dr-justin-sonnenburg-how-to-build-maintain-and-repair-gut-health,https://youtu.be/ouCWNRvPk20
+68,how-to-enhance-your-gut-microbiome-for-brain-and-overall-health,https://youtu.be/15R2pMqU2ok
+69,dr-david-spiegel-using-hypnosis-to-enhance-mental-and-physical-health-and-performance,https://youtu.be/PctD-ki8dCc
+70,the-science-of-love-desire-and-attachment,https://youtu.be/gMRph_BvHB4
+71,using-play-to-rewire-and-improve-your-brain,https://youtu.be/BwyZIWeBpRw
+72,optimizing-workspace-for-productivity-focus-and-creativity,https://youtu.be/Ze2pc6NwsHQ
+73,dr-alia-crum-science-of-mindsets-for-health-performance,https://youtu.be/dFR_wFN23ZY
+74,the-science-of-setting-and-achieving-goals,https://youtu.be/t1F7EEGPQwo
+75,dr-jack-feldman-breathing-for-mental-physical-health-and-performance,https://youtu.be/GLgKkG44MGo
+76,the-science-of-making-and-breaking-habits,https://youtu.be/Wcs2PFz5q6g
+77,dr-david-sinclair-the-biology-of-slowing-and-reversing-aging,https://youtu.be/n9IxomBusuw
+78,science-of-social-bonding-in-family-friendship-and-romantic-love,https://youtu.be/RgAcOqVRfYA
+79,dr-david-berson-your-brains-logic-and-function,https://youtu.be/oC3fhUjg30E
+80,erasing-fears-and-traumas-based-on-the-modern-neuroscience-of-fear,https://youtu.be/31wjVhCcI5Y
+81,dr-david-buss-how-humans-select-and-keep-romantic-partners-in-short-and-long-term,https://youtu.be/HXzTbCEqCJc
+82,the-science-of-gratitude-and-how-to-build-a-gratitude-practice,https://youtu.be/KVjfFN89qvQ
+83,time-perception-and-entrainment-by-dopamine-serotonin-and-hormones,https://youtu.be/8IWDAqodDas
+84,dr-duncan-french-how-to-exercise-for-strength-gains-and-hormone-optimization,https://youtu.be/iMvtHqLmEkI
+85,using-your-nervous-system-to-enhance-your-immune-system,https://youtu.be/poOf8b2WE2g
+86,dr-samer-hattar-timing-light-food-exercise-for-better-sleep-energy-mood,https://youtu.be/oUu3f0ETMJQ
+87,nutrients-for-brain-health-and-performance,https://youtu.be/E7W4OQfJWdw
+88,effects-of-fasting-and-time-restricted-eating-on-fat-loss-and-health,https://youtu.be/9tRohh0gErM
+89,dr-craig-heller-using-temperature-for-performance-brain-and-body-health,https://youtu.be/77CdVSpnUX4
+90,controlling-your-dopamine-for-motivation-focus-and-satisfaction,https://youtu.be/QmOF0crdyRU
+91,dr-matthew-johnson-psychedelic-medicine,https://youtu.be/GzvzWO0NU50
+92,adhd-and-how-anyone-can-improve-their-focus,https://youtu.be/hFL6qRIJZ_Y
+93,healthy-eating-and-eating-disorders-anorexia-bulimia-binging,https://youtu.be/2XGREPnlI8U
+94,dr-robert-sapolsky-science-of-stress-testosterone-and-free-will,https://youtu.be/DtmwtjOoSYU
+95,understanding-and-conquering-depression,https://youtu.be/Xu1FMCxoEFc
+96,dr-anna-lembke-understanding-and-treating-addiction,https://youtu.be/p3JLaF_4Tz8
+97,how-to-control-your-sense-of-pain-and-pleasure,https://youtu.be/xmhsWAqP_0Y
+98,dr-matthew-walker-the-science-and-practice-of-perfecting-your-sleep,https://youtu.be/gbQFSMayJxk
+99,how-to-optimize-your-brain-body-function-and-health,https://youtu.be/rW9QKc-iFoY
+100,dr-lex-fridman-machines-creativity-and-love,https://youtu.be/VRvn3Oj5r3E
+101,maximizing-productivity-physical-and-mental-health-with-daily-tools,https://youtu.be/aXvDEmo6uS4
+102,the-science-of-hearing-balance-and-accelerated-learning,https://youtu.be/JVRyzYB9JSY
+103,karl-deisseroth-understanding-and-healing-the-mind,https://youtu.be/w9MXqXBZy9U
+104,how-smell-taste-and-pheromone-like-chemicals-control-you,https://youtu.be/Mwz8JprPeMc
+105,the-science-of-vision-eye-health-and-seeing-better,https://youtu.be/ObtW353d5i0
+106,how-to-build-endurance-in-your-brain-and-body,https://youtu.be/VQLU7gpk_X8
+107,science-of-muscle-growth-increasing-strength-and-muscular-recovery,https://youtu.be/XLr2RKoD-oY
+108,how-to-lose-fat-with-science-based-tools,https://youtu.be/GqPGXG5TlZw
+109,how-to-learn-skills-faster,https://youtu.be/xJ0IBzCjEPk
+110,supercharge-exercise-performance-and-recovery-with-cooling,https://youtu.be/xaE9XyMMAHY
+111,using-cortisol-and-adrenaline-to-boost-our-energy-and-immune-system,https://youtu.be/JPX8g8ibKFc
+112,how-to-control-your-metabolism-by-thyroid-and-growth-hormone,https://youtu.be/x7qbJeRxWGw
+113,how-our-hormones-control-our-hunger-eating-and-satiety,https://youtu.be/17O5mgXZ9ZU
+114,the-science-of-how-to-optimize-testosterone-and-estrogen,https://youtu.be/qJXKhu5UZwk
+115,biological-influences-on-sex-sex-differences-and-preferences,https://youtu.be/J7SrAEacyf8
+116,the-science-of-emotions-relationships,https://youtu.be/hcuMLQVAgEg
+117,how-to-increase-motivation-and-drive,https://youtu.be/vA50EK70whE
+118,how-foods-and-nutrients-control-our-moods,https://youtu.be/XfURDjegrAw
+119,tools-for-managing-stress-and-anxiety,https://youtu.be/ntfcfJ28eiU
+120,control-pain-and-heal-faster-with-your-brain,https://youtu.be/mcPSRWUYCv0
+121,optimize-your-learning-and-creativity-with-science-based-tools,https://youtu.be/uuP-1ioh4LY
+122,using-failures-movement-and-balance-to-learn-faster,https://youtu.be/hx3U64IXFOY
+123,how-to-focus-to-change-your-brain,https://youtu.be/LG53Vxum0as
+124,understanding-and-using-dreams-to-learn-and-to-forget,https://youtu.be/FFwA0QFmpQ4
+125,find-your-temperature-minimum-to-defeat-jetlag-shift-work-and-sleeplessness,https://youtu.be/NAATB55oxeQ
+126,using-science-to-optimize-sleep-learning-and-metabolism,https://youtu.be/nwSkFq4tyC0
+127,master-your-sleep-and-be-more-alert-when-awake,https://youtu.be/nm1TxQj9IsQ
+128,how-your-nervous-system-works-and-changes,https://youtu.be/H-XfCl-HpRM

requirements.txt

@@ -0,0 +1,4 @@
+gradio==3.28.3
+llama_index==0.6.2
+openai==0.27.6
+pandas==2.0.1