Quaudio · Custom LLM

Dataset browser

Browse metadata datasets before they are sent through the typed `CustomLlmRequest` contract to the Azure Functions `custom_llm_function`. Preview rows, sort by any key field, and filter by column.

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Contract-driven preview

Custom LLM request builder

Use the same payload shape that Quaudio FastAPI forwards to the Azure Function endpoint. The table below can now switch between preview data, persisted uploads, and action/audit rows from the normalized repository model.

Prompt library

Choose a built-in mentor or save your own reusable prompt template.

Selected agent instructions

Prompt for the agent

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Template name

Description

System instructions

Saved templates stay in your browser and are forwarded to the Azure Function when selected.

Model context JSON

Dataset sources JSON

[
  {
    "source_type": "file_metadata",
    "name": "recent_uploads",
    "records": [
      {
        "filename": "Ticon, Martin Vice, Michael Banel, MVMB - Something Sleeps Inside Us (Innervoix remix).mp3",
        "thumbprint_id": "7e5dbb4373a99511c6658049f8d08b0534ba6d8bd66165b8a4df7e0511dce1a1",
        "owner_id": "anonymous",
        "correlation_id": "418b353c-6cb0-42e3-b407-217287baa6d5",
        "function_name": "quaudio_api",
        "schema_version": "quaudio-nosql-v1",
        "doc_type": "transaction",
        "artist": [
          "Ticon, Martin Vice, Michael Banel, MVMB"
        ],
        "title": [
          "Something Sleeps Inside Us "
        ],
        "album": [
          "Something Sleeps Inside Us"
        ],
        "label": [
          "IbogaTech"
        ],
        "genre": "techno (peak time / driving)",
        "year": [
          "2025"
        ],
        "bpm": 208,
        "key": "C major",
        "mood": "energetic",
        "acoustic_id": "7e5dbb4373a99511c6658049f8d08b0534ba6d8bd66165b8a4df7e0511dce1a1",
        "content_sha256": "edfa4074265a93014f92db891a1fddeab132722665ee9b9d8fae8cd212d77d68",
        "created_at": "2026-04-06T19:23:39.895760+00:00",
        "reused_existing_analysis": false,
        "encodedby": [
          "Encoded by Beatport"
        ],
        "version": [
          "Innervoix remix"
        ],
        "albumartist": [
          "Ticon, Martin Vice, Michael Banel, MVMB"
        ],
        "organization": [
          "IbogaTech"
        ],
        "tracknumber": [
          "1"
        ],
        "isrc": [
          "GXBNP2557057",
          "GXBNP2557057"
        ],
        "date": [
          "2025"
        ],
        "originaldate": [
          "2025-11-21"
        ],
        "duration": 378,
        "bitrate": 320000,
        "quantum_confidence": 0.78,
        "energy_level": 0.88,
        "processing_time_ms": 0,
        "acoustic_thumbprint": "7e5dbb4373a99511c6658049f8d08b0534ba6d8bd66165b8a4df7e0511dce1a1",
        "thumbprint_source": "waveform-fallback",
        "request_id": "418b353c-6cb0-42e3-b407-217287baa6d5"
      },
      {
        "filename": "Dario Ferrara - Polarize (Original Mix).mp3",
        "thumbprint_id": "9f2a7877d345594433482af8c327c086c7406612b63e20880206ba8f255ec5eb",
        "owner_id": "anonymous",
        "correlation_id": "418b353c-6cb0-42e3-b407-217287baa6d5",
        "function_name": "quaudio_api",
        "schema_version": "quaudio-nosql-v1",
        "doc_type": "transaction",
        "artist": [
          "Dario Ferrara"
        ],
        "title": [
          "Polarize "
        ],
        "album": [
          "Polarize"
        ],
        "label": [
          "IbogaTech"
        ],
        "genre": "techno (peak time / driving)",
        "year": [
          "2025"
        ],
        "bpm": 200,
        "key": "E major",
        "mood": "dark",
        "acoustic_id": "9f2a7877d345594433482af8c327c086c7406612b63e20880206ba8f255ec5eb",
        "content_sha256": "fbc3aba855b1820590a1eda87d9dff25af690976ea379c793427deb32a84d3c4",
        "created_at": "2026-04-06T19:23:32.898588+00:00",
        "reused_existing_analysis": false,
        "encodedby": [
          "Encoded by Beatport"
        ],
        "version": [
          "Original Mix"
        ],
        "albumartist": [
          "Dario Ferrara"
        ],
        "organization": [
          "IbogaTech"
        ],
        "tracknumber": [
          "1"
        ],
        "isrc": [
          "GXBNP2557164",
          "GXBNP2557164"
        ],
        "date": [
          "2025"
        ],
        "originaldate": [
          "2025-11-24"
        ],
        "duration": 313,
        "bitrate": 320000,
        "quantum_confidence": 0.7,
        "energy_level": 0.3,
        "processing_time_ms": 0,
        "acoustic_thumbprint": "9f2a7877d345594433482af8c327c086c7406612b63e20880206ba8f255ec5eb",
        "thumbprint_source": "waveform-fallback",
        "request_id": "418b353c-6cb0-42e3-b407-217287baa6d5"
      },
      {
        "filename": "Dario Ferrara - Nt2 (Original Mix).mp3",
        "thumbprint_id": "f52b86fcdd01fad373531ca3c90be2abbf693825ceeafaacb5e1d7afc0b37ca2",
        "owner_id": "anonymous",
        "correlation_id": "418b353c-6cb0-42e3-b407-217287baa6d5",
        "function_name": "quaudio_api",
        "schema_version": "quaudio-nosql-v1",
        "doc_type": "transaction",
        "artist": [
          "Dario Ferrara"
        ],
        "title": [
          "Nt2 "
        ],
        "album": [
          "Polarize"
        ],
        "label": [
          "IbogaTech"
        ],
        "genre": "techno (peak time / driving)",
        "year": [
          "2025"
        ],
        "bpm": 95,
        "key": "B minor",
        "mood": "bright",
        "acoustic_id": "f52b86fcdd01fad373531ca3c90be2abbf693825ceeafaacb5e1d7afc0b37ca2",
        "content_sha256": "5c0d888a7827e8a86fa68823efb9d676281be542135e54ed0affa90cf50735f2",
        "created_at": "2026-04-06T19:23:26.112752+00:00",
        "reused_existing_analysis": false,
        "encodedby": [
          "Encoded by Beatport"
        ],
        "version": [
          "Original Mix"
        ],
        "albumartist": [
          "Dario Ferrara"
        ],
        "organization": [
          "IbogaTech"
        ],
        "tracknumber": [
          "2"
        ],
        "isrc": [
          "GXBNP2557165",
          "GXBNP2557165"
        ],
        "date": [
          "2025"
        ],
        "originaldate": [
          "2025-11-24"
        ],
        "duration": 331,
        "bitrate": 320000,
        "quantum_confidence": 0.85,
        "energy_level": 0.55,
        "processing_time_ms": 0,
        "acoustic_thumbprint": "f52b86fcdd01fad373531ca3c90be2abbf693825ceeafaacb5e1d7afc0b37ca2",
        "thumbprint_source": "waveform-fallback",
        "request_id": "418b353c-6cb0-42e3-b407-217287baa6d5"
      },
      {
        "filename": "Bedrock Voices 11236.mp3",
        "thumbprint_id": "f54fafcec0405ae764639c1de997a6d7b3226500acceeac99e69cb88c11fc204",
        "owner_id": "anonymous",
        "correlation_id": "f54fafcec0405ae764639c1de997a6d7b3226500acceeac99e69cb88c11fc204",
        "function_name": "quaudio_api",
        "schema_version": "quaudio-nosql-v1",
        "doc_type": "transaction",
        "artist": [
          "Bedrock"
        ],
        "title": [
          "Voices"
        ],
        "album": [
          "Voices"
        ],
        "label": [
          "Bedrock Records"
        ],
        "genre": "progressive house",
        "year": [
          "2000"
        ],
        "bpm": 109,
        "key": "A minor",
        "mood": "upbeat",
        "acoustic_id": "f54fafcec0405ae764639c1de997a6d7b3226500acceeac99e69cb88c11fc204",
        "content_sha256": "8e4dc3f5cd1c2cb3dfe2fc5d303211c7b46327016d7adf9623a5605a3d8ccfc3",
        "created_at": "2026-04-05T18:54:19.943906+00:00",
        "reused_existing_analysis": false,
        "encodedby": [
          "LAME 3.100 (Lexicon)"
        ],
        "length": [
          "506000"
        ],
        "grouping": [
          "7"
        ],
        "version": [
          "Slackers Dumbstruck Edit"
        ],
        "albumartist": [
          "Bedrock"
        ],
        "arranger": [
          "Slackers Dumbstruck Edit"
        ],
        "organization": [
          "Bedrock Records"
        ],
        "tracknumber": [
          "1/2"
        ],
        "date": [
          "2000"
        ],
        "catalognumber": [
          "BED 05"
        ],
        "duration": 486,
        "bitrate": 320000,
        "quantum_confidence": 0.59,
        "energy_level": 0.49,
        "processing_time_ms": 0,
        "acoustic_thumbprint": "f54fafcec0405ae764639c1de997a6d7b3226500acceeac99e69cb88c11fc204",
        "thumbprint_source": "waveform-fallback"
      },
      {
        "filename": "Bedrock Heaven Scent 14461.mp3",
        "thumbprint_id": "67efa2161c575cfdc52aa34940c1069013edd19748a1bfaff628628feca31d75",
        "owner_id": "anonymous",
        "correlation_id": "67efa2161c575cfdc52aa34940c1069013edd19748a1bfaff628628feca31d75",
        "function_name": "quaudio_api",
        "schema_version": "quaudio-nosql-v1",
        "doc_type": "transaction",
        "artist": [
          "Bedrock"
        ],
        "title": [
          "Heaven Scent"
        ],
        "album": [
          "Heaven Scent"
        ],
        "label": [
          "Bedrock Records"
        ],
        "genre": "trance (main floor)",
        "year": [
          "1999"
        ],
        "bpm": 67,
        "key": "D# minor",
        "mood": "upbeat",
        "acoustic_id": "67efa2161c575cfdc52aa34940c1069013edd19748a1bfaff628628feca31d75",
        "content_sha256": "cccf11505c7e51ce8f603c9cfe87ef21b38a6a8eeb239d48ccb561970365766a",
        "created_at": "2026-04-05T18:54:12.129779+00:00",
        "reused_existing_analysis": false,
        "encodedby": [
          "LAME 3.100 (Lexicon)"
        ],
        "version": [
          "Original Mix"
        ],
        "arranger": [
          "Original Mix"
        ],
        "organization": [
          "Bedrock Records"
        ],
        "tracknumber": [
          "2"
        ],
        "isrc": [
          "N/A"
        ],
        "date": [
          "1999"
        ],
        "originaldate": [
          "1999-12-01"
        ],
        "duration": 630,
        "bitrate": 320000,
        "quantum_confidence": 0.57,
        "energy_level": 0.77,
        "processing_time_ms": 0,
        "acoustic_thumbprint": "67efa2161c575cfdc52aa34940c1069013edd19748a1bfaff628628feca31d75",
        "thumbprint_source": "waveform-fallback"
      },
      {
        "filename": "KMYLE - Ambivalent (Original Mix).flac",
        "thumbprint_id": "65beba9549dad4786e604fad0f4c79e48198e1f502243a85e5c0f0d5f4bbd0ea",
        "owner_id": "anonymous",
        "correlation_id": "65beba9549dad4786e604fad0f4c79e48198e1f502243a85e5c0f0d5f4bbd0ea",
        "function_name": "quaudio_api",
        "schema_version": "quaudio-nosql-v1",
        "doc_type": "transaction",
        "artist": [
          "KMYLE"
        ],
        "title": [
          "Ambivalent (Original Mix)"
        ],
        "album": [
          "Pieces"
        ],
        "label": [
          "Be As One"
        ],
        "genre": "electronica",
        "year": [
          "2026"
        ],
        "bpm": 193,
        "key": "F minor",
        "mood": "bright",
        "acoustic_id": "65beba9549dad4786e604fad0f4c79e48198e1f502243a85e5c0f0d5f4bbd0ea",
        "content_sha256": "573f16c0abe1e72916e6cb26ddb3b62e79899f7fcca2421d08ad9798bb6c08e4",
        "created_at": "2026-04-04T23:09:28.145932+00:00",
        "status": "reused",
        "reused_existing_analysis": true,
        "isrc": [
          "IL4092602904"
        ],
        "track_url": [
          "https://www.beatport.com/track/ambivalent/26797039"
        ],
        "cuepoints": [
          "eyJhbGdvcml0aG0iOjE0LCJjdWVzIjpbeyJuYW1lIjoiRW5lcmd5IDYiLCJ0aW1lIjo0Mi4w\nNjkyNTA1OTg2NjQ0OTZ9LHsibmFtZSI6IkVuZXJneSA0IiwidGltZSI6MTg4NjE0LjI1ODI3\nMzMxNjE0fSx7Im5hbWUiOiJFbmVyZ3kgNSIsInRpbWUiOjE5ODkwMC4wMTQwMzgxOTE2NH0s\neyJuYW1lIjoiRW5lcmd5IDYiLCJ0aW1lIjoyMTI2MTQuMzU1MDU4MDI1NjZ9LHsibmFtZSI6\nIkVuZXJneSA1IiwidGltZSI6MjY3NDcxLjcxOTEzNzM2MTYyfV0sInNvdXJjZSI6Im1peGVk\naW5rZXkifQ==\n"
        ],
        "encoded_by": [
          "Beatport"
        ],
        "energylevel": [
          "6"
        ],
        "release_time": [
          "2026-03-19"
        ],
        "beatgrid": [
          "<truncated text len=21003>"
        ],
        "filetype": [
          "FLAC"
        ],
        "energy": [
          "eyJhbGdvcml0aG0iOjEzLCJlbmVyZ3lMZXZlbCI6Niwic291cmNlIjoibWl4ZWRpbmtleSJ9\n\n"
        ],
        "version": [
          "Original Mix"
        ],
        "initial_key": [
          "Bb Minor"
        ],
        "encoder": [
          "Beatport"
        ],
        "tracknumber": [
          "4"
        ],
        "recording_date": [
          "2026-03-19"
        ],
        "initialkey": [
          "8m"
        ],
        "fileowner": [
          "track-26797039"
        ],
        "traktor4": [
          "<truncated text len=154235>"
        ],
        "label_url": [
          "https://www.beatport.com/label/be-as-one/4146"
        ],
        "date": [
          "2026"
        ],
        "organization": [
          "Be As One"
        ],
        "duration": 350,
        "bitrate": 770380,
        "sample_rate": 44100,
        "quantum_confidence": 0.63,
        "energy_level": 0.73,
        "processing_time_ms": 0,
        "acoustic_thumbprint": "65beba9549dad4786e604fad0f4c79e48198e1f502243a85e5c0f0d5f4bbd0ea",
        "thumbprint_source": "waveform-fallback",
        "matched_on": "acoustic_id",
        "matched_filename": "KMYLE - Ambivalent (Original Mix).flac",
        "matched_created_at": "2026-04-04T22:37:15.629498+00:00"
      },
      {
        "filename": "VANYA VELIN - Oxygen Drift (Original Mix).flac",
        "thumbprint_id": "87baa2cb1b0a73b65d1a71f03c590843f51ba594aa2b6d5a59415ac280705ca4",
        "owner_id": "anonymous",
        "correlation_id": "87baa2cb1b0a73b65d1a71f03c590843f51ba594aa2b6d5a59415ac280705ca4",
        "function_name": "quaudio_api",
        "schema_version": "quaudio-nosql-v1",
        "doc_type": "transaction",
        "artist": [
          "VANYA VELIN"
        ],
        "title": [
          "Oxygen Drift (Original Mix)"
        ],
        "album": [
          "Midnight Cuts"
        ],
        "label": [
          "Molek\u00fcl"
        ],
        "genre": "techno (peak time / driving)",
        "year": [
          "2026"
        ],
        "bpm": 208,
        "key": "C major",
        "mood": "energetic",
        "acoustic_id": "87baa2cb1b0a73b65d1a71f03c590843f51ba594aa2b6d5a59415ac280705ca4",
        "content_sha256": "c82d64f97a9708e5dd24a26df1c109e0b7962fb300567709cde387b53a90f860",
        "created_at": "2026-04-04T23:09:26.624598+00:00",
        "reused_existing_analysis": false,
        "isrc": [
          "DGA072573806"
        ],
        "track_url": [
          "https://www.beatport.com/track/oxygen-drift/22782068"
        ],
        "cuepoints": [
          "eyJhbGdvcml0aG0iOjE0LCJjdWVzIjpbeyJuYW1lIjoiRW5lcmd5IDYiLCJ0aW1lIjoyMDQu\nMzc4MzAzMDQ1OTUxNDR9LHsibmFtZSI6IkVuZXJneSA1IiwidGltZSI6NzQwNTAuNzM3MDIz\nMDE5OTE2fSx7Im5hbWUiOiJFbmVyZ3kgNSIsInRpbWUiOjExNDMzMC41NjkwNTIwOTY2M30s\neyJuYW1lIjoiRW5lcmd5IDYiLCJ0aW1lIjoxNDc4OTcuMDk1NzQyOTkzODd9LHsibmFtZSI6\nIkVuZXJneSA1IiwidGltZSI6MTYxMzIzLjcwNjQxOTM1Mjc5fSx7Im5hbWUiOiJFbmVyZ3kg\nNSIsInRpbWUiOjE4ODE3Ni45Mjc3NzIwNzA2fSx7Im5hbWUiOiJFbmVyZ3kgNiIsInRpbWUi\nOjIwMTYwMy41Mzg0NDg0Mjk0OX0seyJuYW1lIjoiRW5lcmd5IDUiLCJ0aW1lIjoyMDgzMTYu\nODQzNzg2NjA4OTV9XSwic291cmNlIjoibWl4ZWRpbmtleSJ9\n"
        ],
        "encoded_by": [
          "Beatport"
        ],
        "energylevel": [
          "6"
        ],
        "release_time": [
          "2026-01-20"
        ],
        "beatgrid": [
          "<truncated text len=17130>"
        ],
        "filetype": [
          "FLAC"
        ],
        "energy": [
          "eyJhbGdvcml0aG0iOjEzLCJlbmVyZ3lMZXZlbCI6Niwic291cmNlIjoibWl4ZWRpbmtleSJ9\n\n"
        ],
        "version": [
          "Original Mix"
        ],
        "initial_key": [
          "G Major"
        ],
        "encoder": [
          "Beatport"
        ],
        "tracknumber": [
          "2"
        ],
        "recording_date": [
          "2026-01-20"
        ],
        "initialkey": [
          "11m"
        ],
        "fileowner": [
          "track-22782068"
        ],
        "traktor4": [
          "<truncated text len=138965>"
        ],
        "label_url": [
          "https://www.beatport.com/label/molekul/90518"
        ],
        "date": [
          "2026"
        ],
        "organization": [
          "Molek\u00fcl"
        ],
        "duration": 279,
        "bitrate": 803642,
        "sample_rate": 44100,
        "quantum_confidence": 0.78,
        "energy_level": 0.48,
        "processing_time_ms": 0,
        "acoustic_thumbprint": "87baa2cb1b0a73b65d1a71f03c590843f51ba594aa2b6d5a59415ac280705ca4",
        "thumbprint_source": "waveform-fallback"
      },
      {
        "filename": "Wehbba - Premonition (Original Mix).mp3",
        "thumbprint_id": "9644d5d396792be188a0ae630273be6c03e35d40098e35fe5526156d607451ae",
        "owner_id": "anonymous",
        "correlation_id": "9644d5d396792be188a0ae630273be6c03e35d40098e35fe5526156d607451ae",
        "function_name": "quaudio_api",
        "schema_version": "quaudio-nosql-v1",
        "doc_type": "transaction",
        "artist": [
          "Wehbba"
        ],
        "title": [
          "Premonition"
        ],
        "album": [
          "Premonition"
        ],
        "label": [
          "Drumcode"
        ],
        "genre": "electronic",
        "year": [
          "2023"
        ],
        "bpm": 70,
        "key": "A# major",
        "mood": "dark",
        "acoustic_id": "9644d5d396792be188a0ae630273be6c03e35d40098e35fe5526156d607451ae",
        "content_sha256": "261be9561890f7ca1279a0ec3ced7a46b53229a3bbe47ef8a52ab8489ced701d",
        "created_at": "2026-04-04T23:05:33.823839+00:00",
        "reused_existing_analysis": false,
        "encodedby": [
          "LAME 3.100 (Lexicon)"
        ],
        "length": [
          "375000"
        ],
        "grouping": [
          "6 - Drumcode"
        ],
        "version": [
          "Original Mix"
        ],
        "albumartist": [
          "Wehbba"
        ],
        "arranger": [
          "Original Mix"
        ],
        "organization": [
          "Drumcode"
        ],
        "tracknumber": [
          "1/3"
        ],
        "isrc": [
          "GBUR62000521"
        ],
        "date": [
          "2023"
        ],
        "originaldate": [
          "2023-01-13"
        ],
        "catalognumber": [
          "DC274"
        ],
        "duration": 375,
        "bitrate": 320000,
        "quantum_confidence": 0.6,
        "energy_level": 0.4,
        "processing_time_ms": 0,
        "acoustic_thumbprint": "9644d5d396792be188a0ae630273be6c03e35d40098e35fe5526156d607451ae",
        "thumbprint_source": "waveform-fallback"
      },
      {
        "filename": "Tini Gessler - Nothing Expected (Original Mix).mp3",
        "thumbprint_id": "6929400384f598cc2fb2a545dcd1127641af4ac82e3f48704c639e850ad04e8a",
        "owner_id": "anonymous",
        "correlation_id": "6929400384f598cc2fb2a545dcd1127641af4ac82e3f48704c639e850ad04e8a",
        "function_name": "quaudio_api",
        "schema_version": "quaudio-nosql-v1",
        "doc_type": "transaction",
        "artist": [
          "Tini Gessler"
        ],
        "title": [
          "Nothing Expected"
        ],
        "album": [
          "Drumcode Presents: Elevate (Extended Mixes)"
        ],
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