// Copyright (c) 2026 Probo Inc . // // Permission to use, copy, modify, and/or distribute this software for any // purpose with or without fee is hereby granted, provided that the above // copyright notice and this permission notice appear in all copies. // // THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH // REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY // AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, // INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM // LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR // OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR // PERFORMANCE OF THIS SOFTWARE. package probod import ( "fmt" "github.com/prometheus/client_golang/prometheus" "go.gearno.de/kit/httpclient" "go.gearno.de/kit/log" "go.opentelemetry.io/otel/trace" "go.probo.inc/probo/pkg/llm" llmanthropic "go.probo.inc/probo/pkg/llm/anthropic" llmopenai "go.probo.inc/probo/pkg/llm/openai" ) // resolveAgentClient resolves the agent's effective config from defaults and // builds an LLM client for it. The name parameter is used in the logger and // in error messages. func (impl *Implm) resolveAgentClient( name string, agent LLMAgentConfig, l *log.Logger, tp trace.TracerProvider, r prometheus.Registerer, ) (LLMAgentConfig, *llm.Client, error) { resolved := impl.cfg.Agents.ResolveAgent(agent) providerCfg, ok := impl.cfg.Agents.Providers[resolved.Provider] if !ok { return LLMAgentConfig{}, nil, fmt.Errorf("unknown LLM provider %q for %s agent", resolved.Provider, name) } client, err := buildLLMClient(providerCfg, l.Named("llm."+name), tp, r) if err != nil { return LLMAgentConfig{}, nil, fmt.Errorf("cannot create %s LLM client: %w", name, err) } return resolved, client, nil } func buildLLMClient(cfg LLMProviderConfig, l *log.Logger, tp trace.TracerProvider, r prometheus.Registerer) (*llm.Client, error) { providerType := cfg.Type if providerType == "" { providerType = "openai" } httpClient := httpclient.DefaultPooledClient( httpclient.WithLogger(l), httpclient.WithTracerProvider(tp), httpclient.WithRegisterer(r), ) switch providerType { case "openai": p := llmopenai.NewProvider( cfg.APIKey, llmopenai.WithHTTPClient(httpClient), ) return llm.NewClient( p, "openai", llm.WithLogger(l), llm.WithTracerProvider(tp), ), nil case "anthropic": p := llmanthropic.NewProvider( cfg.APIKey, llmanthropic.WithHTTPClient(httpClient), ) return llm.NewClient( p, "anthropic", llm.WithLogger(l), llm.WithTracerProvider(tp), ), nil case "bedrock": return nil, fmt.Errorf("bedrock provider not yet wired; requires aws.Config") default: return nil, fmt.Errorf("unsupported LLM provider type: %q", providerType) } }