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chore: bump and switch LLM models per query complexity (CM-1051) #3944

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Merged
skwowet merged 4 commits into from
Mar 27, 2026
+21 −15
Merged

chore: bump and switch LLM models per query complexity (CM-1051) #3944

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632ba05
feat: use Claude Haiku 4.5 for low-complexity llm queries
skwowet Mar 23, 2026
7627b6d
chore: optimize llm model usage across query types
skwowet Mar 25, 2026
ec0aa27
chore: update max_tokens for LLM settings to improve performance
skwowet Mar 25, 2026
704be90
Merge branch 'main' into improve/CM-1051
skwowet Mar 27, 2026
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1 change: 1 addition & 0 deletions services/libs/types/src/enums/llm.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@ export enum LlmModelType {
CLAUDE_3_5_SONNET_V2 = 'anthropic.claude-3-5-sonnet-20241022-v2:0',
CLAUDE_3_OPUS = 'anthropic.claude-3-opus-20240229-v1:0',
CLAUDE_SONNET_4 = 'us.anthropic.claude-sonnet-4-20250514-v1:0',
CLAUDE_HAIKU_4_5 = 'us.anthropic.claude-haiku-4-5-20251001-v1:0',
}

export enum LlmQueryType {
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35 changes: 20 additions & 15 deletions services/libs/types/src/llm.ts
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Expand Up @@ -32,6 +32,7 @@ export const LLM_MODEL_REGION_MAP: Record<LlmModelType, string> = {
[LlmModelType.CLAUDE_3_5_SONNET]: 'us-east-1',
[LlmModelType.CLAUDE_3_5_SONNET_V2]: 'us-west-2',
[LlmModelType.CLAUDE_SONNET_4]: 'us-east-1',
[LlmModelType.CLAUDE_HAIKU_4_5]: 'us-east-1',
}

// to estimate costs - these numbers can change
Expand All @@ -52,67 +53,71 @@ export const LLM_MODEL_PRICING_MAP: Record<LlmModelType, ILlmPricing> = {
costPer1000InputTokens: 0.003,
costPer1000OutputTokens: 0.015,
},
[LlmModelType.CLAUDE_HAIKU_4_5]: {
costPer1000InputTokens: 0.001,
costPer1000OutputTokens: 0.005,
},
}

export const LLM_SETTINGS: Record<LlmQueryType, ILlmSettings> = {
[LlmQueryType.MEMBER_ENRICHMENT]: {
modelId: LlmModelType.CLAUDE_3_5_SONNET,
modelId: LlmModelType.CLAUDE_SONNET_4,
arguments: {
max_tokens: 200000,
max_tokens: 65536,
anthropic_version: 'bedrock-2023-05-31',
temperature: 0,
},
},
[LlmQueryType.MEMBER_ENRICHMENT_FIND_RELATED_LINKEDIN_PROFILES]: {
modelId: LlmModelType.CLAUDE_3_5_SONNET_V2,
modelId: LlmModelType.CLAUDE_HAIKU_4_5,
arguments: {
max_tokens: 200000,
max_tokens: 2000,
anthropic_version: 'bedrock-2023-05-31',
temperature: 0,
},
},
[LlmQueryType.MEMBER_ENRICHMENT_SQUASH_MULTIPLE_VALUE_ATTRIBUTES]: {
modelId: LlmModelType.CLAUDE_3_5_SONNET_V2,
modelId: LlmModelType.CLAUDE_SONNET_4,
arguments: {
max_tokens: 200000,
max_tokens: 40000,
anthropic_version: 'bedrock-2023-05-31',
temperature: 0,
},
},
[LlmQueryType.MEMBER_ENRICHMENT_SQUASH_WORK_EXPERIENCES_FROM_MULTIPLE_SOURCES]: {
modelId: LlmModelType.CLAUDE_3_5_SONNET_V2,
modelId: LlmModelType.CLAUDE_SONNET_4,
arguments: {
max_tokens: 200000,
max_tokens: 40000,
anthropic_version: 'bedrock-2023-05-31',
temperature: 0,
},
},
[LlmQueryType.MATCH_MAIN_GITHUB_ORGANIZATION_AND_DESCRIPTION]: {
modelId: LlmModelType.CLAUDE_3_5_SONNET_V2,
modelId: LlmModelType.CLAUDE_HAIKU_4_5,
arguments: {
max_tokens: 200000,
max_tokens: 5000,
anthropic_version: 'bedrock-2023-05-31',
temperature: 0,
},
},
[LlmQueryType.REPO_CATEGORIES]: {
modelId: LlmModelType.CLAUDE_3_5_SONNET_V2,
modelId: LlmModelType.CLAUDE_SONNET_4,
arguments: {
max_tokens: 200000,
max_tokens: 2000,
anthropic_version: 'bedrock-2023-05-31',
temperature: 0,
},
},
[LlmQueryType.REPO_COLLECTIONS]: {
modelId: LlmModelType.CLAUDE_3_5_SONNET_V2,
modelId: LlmModelType.CLAUDE_SONNET_4,
arguments: {
max_tokens: 200000,
max_tokens: 2000,
anthropic_version: 'bedrock-2023-05-31',
temperature: 0,
},
},
[LlmQueryType.MEMBER_BOT_VALIDATION]: {
modelId: LlmModelType.CLAUDE_SONNET_4,
modelId: LlmModelType.CLAUDE_HAIKU_4_5,
arguments: {
max_tokens: 2000,
anthropic_version: 'bedrock-2023-05-31',
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