[FEATURE] #310
Description
Request Feature: I notice instant playlist with AI (used Ollama-mistral) results are good but too many duplicates title. somtime same title and same arrtist sometme same title different artist. Maybe dev could add remove_duplicate. normalize the title and artist then remove duplicates. here is a sample request summary : 🎵 NEW MCP-BASED PLAYLIST GENERATION
Request: 'relax folk songs tool ai_brainstorm. ***Remove song with same title'
AI Provider: OLLAMA
🤖 Using MCP Agentic Workflow for playlist generation
Target: 100 songs
Available tools: song_similarity, text_search, artist_similarity, song_alchemy, ai_brainstorm, search_database
============================================================
ITERATION 1/5
Current progress: 0/100 songs
============================================================
--- AI Decision (Iteration 1) ---
Using timeout: 300 seconds for Ollama request
Ollama raw response (first 300 chars): {
"tool_calls": [
{
"name": "ai_brainstorm",
"arguments": {
"user_request": "relax folk songs",
"get_songs": 100,
"remove_duplicates": true
}
}
]
}
Attempting to parse: {
"tool_calls": [
{
"name": "ai_brainstorm",
"arguments": {
"user_request": "relax folk songs",
"get_songs": 100,
"remove_duplicates": true
}
}
]
✓ Extracted tool_calls array with 1 items
✅ Ollama returned 1 valid tool calls
--- Executing 1 Tool(s) ---
🔧 Tool 1/1: ai_brainstorm
Arguments: {
"user_request": "relax folk songs",
"get_songs": 100,
"remove_duplicates": true
}
✅ Retrieved 12 songs from database
Using AI knowledge to brainstorm songs for: relax folk songs
AI suggested 20 songs
Found 12 songs in database
📊 Added 12 NEW unique songs
🎵 Sample songs: 5/12
1. The Boxer - Simon & Garfunkel
2. House Of The Rising Sun (PMEDIA) - The Animals
3. House Of The Rising Sun (PMEDIA) - The Animals
4. Obviously Five Believers (PMEDIA) - Bob Dylan
5. Obviously Five Believers (PMEDIA) - Bob Dylan
📈 Iteration 1 Summary:
Songs added this iteration: 12
Total songs now: 12/100
============================================================
ITERATION 2/5
Current progress: 12/100 songs
============================================================
--- AI Decision (Iteration 2) ---
Using timeout: 300 seconds for Ollama request
Ollama raw response (first 300 chars): {
"tool_calls": [
{
"name": "text_search",
"arguments": {
"description": "relax folk songs",
"get_songs": 88
}
},
{
"name": "ai_brainstorm",
"arguments": {
"user_request": "folk songs (exclude similar to current)",
"get_song
Attempting to parse: {
"tool_calls": [
{
"name": "text_search",
"arguments": {
"description": "relax folk songs",
"get_songs": 88
}
},
{
"name": "ai_brainstorm",
✓ Extracted tool_calls array with 3 items
✅ Ollama returned 3 valid tool calls
--- Executing 3 Tool(s) ---
🔧 Tool 1/3: text_search
Arguments: {
"description": "relax folk songs",
"get_songs": 88
}
✅ Retrieved 88 songs from database
CLAP text search: 'relax folk songs'
CLAP returned 100 songs
Retrieved 100 songs from CLAP
📊 Added 88 NEW unique songs
🎵 Sample songs: 5/88
1. Apostle - Peter Green
2. Blue Red and Grey - The Who
3. Your Long Journey - Robert Plant & Alison Krauss
4. Maria Elena - Ry Cooder
5. A Pillow of Winds - Pink Floyd
🔧 Tool 2/3: ai_brainstorm
Arguments: {
"user_request": "folk songs (exclude similar to current)",
"get_songs": 88
}
✅ Retrieved 18 songs from database
Using AI knowledge to brainstorm songs for: folk songs (exclude similar to current)
AI suggested 21 songs
Found 18 songs in database
📊 Added 6 NEW unique songs
🎵 Sample songs: 5/6
1. To Make You Feel My Love - Billy Joel
2. Tell Her About It - Billy Joel
3. Just the Way You Are - Billy Joel
4. Black Magic Woman (2018 Master) (PMEDIA) - Fleetwood Mac
5. Like It This Way (PMEDIA) - Fleetwood Mac
🔧 Tool 3/3: search_database
Arguments: {
"genres": [
"folk"
],
"moods": [
"relaxed"
],
"get_songs": 100,
"current_songs": [
"<CURRENT SONG TITLES>"
]
}
✅ Retrieved 100 songs from database
Found 100 songs matching genres: folk, moods: relaxed
📊 Added 96 NEW unique songs
🎵 Sample songs: 5/96
1. Bring on the Lucie (Freda Peeple) (ultimate mix) - John Lennon
2. Love Scene Improvisations, Version 3 - Jerry Garcia
3. Old Pigweed - Mark Knopfler
4. Whalewatching - Jon Anderson
5. Wayfaring Stranger - Ry Cooder
📈 Iteration 2 Summary:
Songs added this iteration: 190
Total songs now: 202/100
============================================================
ITERATION 3/5
Current progress: 202/100 songs
============================================================
✅ Target reached! Stopping iteration.
✅ SUCCESS! Generated playlist with 100 songs
Total songs collected: 202
⚖️ Proportionally sampled 102 excess songs to meet target of 100
Iterations used: 3/5
Tools called: 4
📊 Tool Contribution (Collected → Final Playlist):
• ai_brainstorm(request='relax folk songs...'): 12 collected → 8 in final playlist
• text_search(no filters): 88 collected → 43 in final playlist
• ai_brainstorm(request='folk songs (exclude similar to...'): 6 collected → 2 in final playlist
• search_database(genres=['folk'], moods=['relaxed']): 96 collected → 47 in final playlist