// Copyright (c) 2026 Probo Inc . // // Permission is hereby granted, free of charge, to any person obtaining a copy // of this software and associated documentation files (the "Software"), to deal // in the Software without restriction, including without limitation the rights // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell // copies of the Software, and to permit persons to whom the Software is // furnished to do so, subject to the following conditions: // // The above copyright notice and this permission notice shall be included in // all copies or substantial portions of the Software. // // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE // SOFTWARE. package thirdparty import ( _ "embed" "fmt" "strings" "go.gearno.de/kit/log" "go.probo.inc/probo/pkg/agent" "go.probo.inc/probo/pkg/agent/tools/search" "go.probo.inc/probo/pkg/coredata" ) //go:embed prompts/common_third_party_company_profile.txt.tmpl var companyProfilePrompt string // CompanyProfileResult is the structured output of the company-profile // agent (Agent A): the vendor's identity facts. website_url is the key // signal the compliance-docs agent and the logo step depend on, so it is // resolved here first. type CompanyProfileResult struct { LegalName EnrichedField `json:"legal_name" jsonschema:"The vendor's full legal company name including the entity suffix (e.g. 'Acme Technologies, Inc.')."` HeadquarterAddress EnrichedField `json:"headquarter_address" jsonschema:"The vendor's headquarters postal address (street, city, region, country)."` WebsiteURL EnrichedField `json:"website_url" jsonschema:"The vendor's canonical primary marketing website URL (https scheme, no tracking query parameters, no trailing path)."` } // buildCompanyProfileAgent builds Agent A. extraTools carries the // browser read-only toolset when a headless Chrome endpoint is // configured; it is empty otherwise, in which case the agent relies on // web_search alone. The browser lets it read footer/imprint/about/legal // pages where the legal name and headquarters address live. func buildCompanyProfileAgent( cfg EnrichmentConfig, logger *log.Logger, extraTools []agent.Tool, ) *agent.Agent { tools := append([]agent.Tool{}, extraTools...) if cfg.FirecrawlAPIKey != "" { tools = append(tools, search.FirecrawlSearchTool(cfg.FirecrawlAPIKey)) } outputType, err := agent.NewOutputType[CompanyProfileResult]("common_third_party_company_profile") if err != nil { panic(fmt.Sprintf("thirdparty: cannot build company profile output type: %s", err)) } opts := []agent.Option{ agent.WithInstructions(companyProfilePrompt), agent.WithModel(cfg.Model), agent.WithOutputType(outputType), agent.WithMaxTurns(resolveEnrichmentMaxTurns(cfg.MaxTurns)), agent.WithMaxTokens(resolveEnrichmentMaxTokens(cfg.MaxTokens)), agent.WithLogger(logger), } if len(tools) > 0 { opts = append(opts, agent.WithTools(tools...)) } if cfg.Temperature != nil { opts = append(opts, agent.WithTemperature(*cfg.Temperature)) } return agent.New("common-third-party-company-profile", cfg.LLMClient, opts...) } // buildCompanyProfilePrompt renders the per-row input for Agent A. Any // values already on the row are passed as hints so the agent confirms or // corrects them rather than starting cold. func buildCompanyProfilePrompt(party coredata.CommonThirdParty) string { var b strings.Builder fmt.Fprintf(&b, "Research this company and return its profile.\n\n") fmt.Fprintf(&b, " %s \n", party.Name) if party.WebsiteURL != nil && strings.TrimSpace(*party.WebsiteURL) != "" { fmt.Fprintf(&b, " %s \n", *party.WebsiteURL) } if party.LegalName != nil && strings.TrimSpace(*party.LegalName) != "" { fmt.Fprintf(&b, " %s \n", *party.LegalName) } return b.String() }