kenn-io--agentsview
f99010fae1
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93 行
2.4 KiB
Go
93 行
2.4 KiB
Go
package catalog
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import (
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"time"
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)
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const litellmURL = "https://raw.githubusercontent.com/" +
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"BerriAI/litellm/main/" +
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"model_prices_and_context_window.json"
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// ModelPricing holds per-model token pricing in cost per million tokens.
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type ModelPricing struct {
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ModelPattern string
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InputPerMTok float64
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OutputPerMTok float64
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CacheCreationPerMTok float64
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CacheReadPerMTok float64
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}
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type litellmEntry struct {
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InputCost *float64 `json:"input_cost_per_token"`
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OutputCost *float64 `json:"output_cost_per_token"`
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CacheCreationCost *float64 `json:"cache_creation_input_token_cost"`
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CacheReadCost *float64 `json:"cache_read_input_token_cost"`
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Provider string `json:"litellm_provider"`
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}
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const perMTok = 1_000_000
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// FetchLiteLLMPricing downloads the LiteLLM pricing JSON
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// and parses it into ModelPricing entries.
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func FetchLiteLLMPricing() ([]ModelPricing, error) {
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client := &http.Client{Timeout: 30 * time.Second}
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resp, err := client.Get(litellmURL)
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if err != nil {
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return nil, fmt.Errorf("fetching litellm pricing: %w", err)
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}
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defer resp.Body.Close()
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if resp.StatusCode != http.StatusOK {
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return nil, fmt.Errorf(
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"fetching litellm pricing: status %d", resp.StatusCode,
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)
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}
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data, err := io.ReadAll(resp.Body)
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if err != nil {
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return nil, fmt.Errorf("reading litellm response: %w", err)
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}
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return ParseLiteLLMPricing(data)
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}
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// ParseLiteLLMPricing parses the LiteLLM JSON map into
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// ModelPricing entries. Per-token costs are converted to
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// per-million-token costs. Entries missing both input and
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// output cost are skipped.
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func ParseLiteLLMPricing(
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data []byte,
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) ([]ModelPricing, error) {
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var raw map[string]litellmEntry
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if err := json.Unmarshal(data, &raw); err != nil {
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return nil, fmt.Errorf("parsing litellm JSON: %w", err)
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}
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var prices []ModelPricing
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for model, entry := range raw {
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if entry.InputCost == nil && entry.OutputCost == nil {
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continue
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}
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p := ModelPricing{ModelPattern: model}
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if entry.InputCost != nil {
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p.InputPerMTok = *entry.InputCost * perMTok
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}
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if entry.OutputCost != nil {
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p.OutputPerMTok = *entry.OutputCost * perMTok
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}
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if entry.CacheCreationCost != nil {
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p.CacheCreationPerMTok =
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*entry.CacheCreationCost * perMTok
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}
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if entry.CacheReadCost != nil {
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p.CacheReadPerMTok = *entry.CacheReadCost * perMTok
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}
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prices = append(prices, p)
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}
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return prices, nil
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}
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