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Expand style-matched routing to 10 models for maximum caller variety

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- Grok 4.1 Fast: high_energy, bragger, comedian, small_town_gossip
- Grok 4 Full: confrontational (needs deep reasoning for arguments)
- Claude Sonnet 4.6: quiet_nervous, emotional (genuine vulnerability)
- Kimi K2: sweet_earnest (warm, creative, different texture than Claude)
- Mistral Large: deadpan, mysterious (dry, precise)
- DeepSeek Chat: angry_venting (raw, unfiltered rage)
- DeepSeek R1 Distill: oversharer, conspiracy (commits fully, no hedging)
- Qwen: storyteller, rambling (loves tangents and detail)
- Gemini 2.5 Pro: know_it_all (pedantic, cites sources)
- Llama 3.3 70B: world_weary, reluctant, first_time (casual, natural)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
tcpsyn
2026-03-21 02:40:09 -06:00
parent 58495d2c75
commit fcefabdaee
1 changed files with 31 additions and 21 deletions
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backend/main.py
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@@ -6240,38 +6240,48 @@ class Session:
# Caller model routing
self.caller_model_strategy: str = "style_matched" # "single" | "cycle" | "style_matched"
self.caller_model_pool: list[str] = [
"x-ai/grok-4.1-fast", # edgy, casual, great value ($0.20/$0.50)
"anthropic/claude-sonnet-4.6", # empathetic, nuanced ($3/$15)
"mistralai/mistral-large-2512", # dry wit, precise ($0.50/$1.50)
"deepseek/deepseek-r1-distill-llama-70b", # raw reasoning ($0.70/$0.80)
"meta-llama/llama-3.3-70b-instruct", # casual, natural ($0.10/$0.32)
"google/gemini-2.5-flash", # analytical ($0.30/$2.50)
"x-ai/grok-4.1-fast", # edgy, casual ($0.20/$0.50)
"x-ai/grok-4", # deep edgy reasoning ($3/$15)
"anthropic/claude-sonnet-4.6", # empathetic, nuanced ($3/$15)
"moonshotai/kimi-k2", # creative, warm, expressive ($0.60/$2)
"mistralai/mistral-large-2512", # dry wit, precise ($0.50/$1.50)
"deepseek/deepseek-r1-distill-llama-70b", # raw, commits to the bit ($0.70/$0.80)
"deepseek/deepseek-chat-v3-0324", # direct, unfiltered ($0.27/$1.10)
"qwen/qwen3-235b-a22b", # meandering storyteller ($0.20/$0.60)
"google/gemini-2.5-pro", # articulate, analytical ($1.25/$10)
"meta-llama/llama-3.3-70b-instruct", # casual, natural hesitation ($0.10/$0.32)
]
self.caller_model_map: dict[str, str] = {
# Grok 4.1 Fast — edgy, provocative, unfiltered humor
# Grok 4.1 Fast — high-energy swagger, edgy humor, fast
"high_energy": "x-ai/grok-4.1-fast",
"confrontational": "x-ai/grok-4.1-fast",
"angry_venting": "x-ai/grok-4.1-fast",
"bragger": "x-ai/grok-4.1-fast",
"comedian": "x-ai/grok-4.1-fast",
# Claude Sonnet 4.6 — empathetic, genuine emotional depth
# Grok 4 Full — deep reasoning for confrontation and arguments
"confrontational": "x-ai/grok-4",
# DeepSeek Chat — raw, direct, no filter. Pure unprocessed anger.
"angry_venting": "deepseek/deepseek-chat-v3-0324",
# Claude Sonnet 4.6 — genuine vulnerability, emotional depth
"quiet_nervous": "anthropic/claude-sonnet-4.6",
"sweet_earnest": "anthropic/claude-sonnet-4.6",
"emotional": "anthropic/claude-sonnet-4.6",
# Mistral Large — dry, witty, precise delivery
# Kimi K2 — warm, creative, expressive. Different emotional texture than Claude.
"sweet_earnest": "moonshotai/kimi-k2",
# Mistral Large — dry, precise, strategic omission
"deadpan": "mistralai/mistral-large-2512",
"mysterious": "mistralai/mistral-large-2512",
"world_weary": "mistralai/mistral-large-2512",
# DeepSeek R1 Distill — raw, unfiltered, commits to the bit
"storyteller": "deepseek/deepseek-r1-distill-llama-70b",
# Llama 3.3 — casual resignation, natural world-weariness
"world_weary": "meta-llama/llama-3.3-70b-instruct",
"reluctant_caller": "meta-llama/llama-3.3-70b-instruct",
"first_time": "meta-llama/llama-3.3-70b-instruct",
# Qwen — loves tangents, detail-rich, born rambler
"storyteller": "qwen/qwen3-235b-a22b",
"rambling": "qwen/qwen3-235b-a22b",
# DeepSeek R1 Distill — commits fully, connects dots, no hedging
"oversharer": "deepseek/deepseek-r1-distill-llama-70b",
"conspiracy": "deepseek/deepseek-r1-distill-llama-70b",
"rambling": "deepseek/deepseek-r1-distill-llama-70b",
# Gemini 2.5 Flash — articulate, analytical, cites facts
"know_it_all": "google/gemini-2.5-flash",
# Llama 3.3 70B — casual, natural hesitation, first-timer energy
"first_time": "meta-llama/llama-3.3-70b-instruct",
"reluctant_caller": "meta-llama/llama-3.3-70b-instruct",
# Grok 4.1 Fast — gossipy energy, casual, can't wait to spill
"small_town_gossip": "x-ai/grok-4.1-fast",
# Gemini 2.5 Pro — pedantic, articulate, cites sources
"know_it_all": "google/gemini-2.5-pro",
}
self.caller_model_fallback: str = "anthropic/claude-sonnet-4.6"
self.caller_models: dict[str, str] = {} # caller_key → assigned model