\";\n\n let resultDisplay =\n \"

Enter your search criteria and click \\\"Search & Analyze\\\" to start.

\";\n let logDisplay = \"\";\n\n if (initialAnalysisResult) {\n try {\n const parsedResult = JSON.parse(initialAnalysisResult);\n const displayResult = { ...parsedResult };\n delete displayResult.debugLog;\n resultDisplay = \"

\" + JSON.stringify(displayResult, null, 2) + \"

\";\n\n if (parsedResult.debugLog && Array.isArray(parsedResult.debugLog)) {\n logDisplay = parsedResult.debugLog.map(log =>\n \"

\" + log.replace(//g, \">\") + \"

\"\n )\n .join(\"\");\n }\n } catch (e) {\n resultDisplay = \"

Error rendering initial result: \" + e.message + \"

\"\n        + initialAnalysisResult\n        + \"

\";\n }\n }\n\n return \"\"\n + \"\"\n + \"\"\n + \"\"\n + \" \"\n + \" \"\n + \" 🔬 SBIR Funding Search & Analysis 🔬\"\n + \" \"\n + \"\"\n + \"\"\n + \"

\"\n + \"

🔬 SBIR Funding Search & Analysis 🔬

\"\n + \"

\"\n + \" Enter your search criteria. The system will search for relevant SBIR solicitations using the official API,\"\n + \" analyze the top results using AI, and provide a summarized strategy.\"\n + \" (Uses SBIR.gov API & AI interpretation - Not official advice).\"\n + \"

\"\n + \"\"\n + \" \"\n + \"\"\n + \"

\"\n + \" \"\n + \"

\"\n + \"

\"\n + \"\"\n + \"

\"\n + \" \" + resultDisplay\n + \"

\"\n + \"

Execution Log:

\"\n + \"

\" + logDisplay + \"\"\n + \"

\"\n + \"

\"\n + \" \" + sourceLinkHtml\n + \"\"\n + \" \"\n + \"\"\n + \"\";\n}\n\nasync function callOpenAI(\n systemPrompt: string,\n userMessage: string,\n model = \"gpt-4o-mini\",\n isJsonOutputRequired = true,\n): Promise<{ role: \"assistant\" | \"system\"; content: string }> {\n const callId = Math.random().toString(36).substring(2, 8);\n const logPrefix = \"OpenAI Call [\" + callId + \"] (\" + model + \", JSON: \" + isJsonOutputRequired + \", Prompt Hash: \"\n + hashCode(systemPrompt) + \")\";\n\n try {\n const openai = new OpenAI();\n const response = await openai.chat.completions.create({\n model: model,\n messages: [{ role: \"system\", content: systemPrompt }, { role: \"user\", content: userMessage }],\n temperature: 0.5,\n ...(isJsonOutputRequired && { response_format: { type: \"json_object\" } }),\n });\n const content = response.choices?.[0]?.message?.content;\n if (!content) {\n console.error(logPrefix + \": OpenAI API returned unexpected or empty response structure.\");\n throw new Error(\"Received invalid or empty response content from AI model.\");\n }\n return { role: \"assistant\", content: content };\n } catch (error) {\n console.error(logPrefix + \": FAILED. Error Details:\", error.message);\n let errorMessage = \"Error communicating with AI model.\";\n\n let statusCode = error.status || (error.response ? error.response.status : null);\n const errorResponseData = error.response?.data || error.error || error.response || error;\n\n if (errorResponseData?.message) {\n errorMessage = \"OpenAI Error (\" + (statusCode || \"unknown status\") + \"): \" + errorResponseData.message;\n } else if (errorResponseData?.error?.message) {\n errorMessage = \"OpenAI Error (\" + (statusCode || \"unknown status\") + \"): \" + errorResponseData.error.message;\n } else if (error.message) {\n errorMessage += \" Details: \" + error.message;\n } else {\n try {\n errorMessage += \" Unknown error structure: \" + JSON.stringify(errorResponseData);\n } catch {\n errorMessage += \" Unknown non-serializable error structure.\";\n }\n }\n if (statusCode === 401) errorMessage += \" (ACTION: Verify OpenAI API key is correct and active.)\";\n else if (statusCode === 429) errorMessage += \" (ACTION: Rate limit or quota exceeded. Check OpenAI plan/usage.)\";\n else if (statusCode === 400)\n errorMessage += \" (ACTION: Bad request. Input/prompt might be malformed or violate policy. Check prompt/input.)\";\n else if (\n error.code === \"ENOTFOUND\" || error.code === \"ECONNREFUSED\" || error.cause?.code === \"UND_ERR_CONNECT_TIMEOUT\"\n ) errorMessage += \" (ACTION: Network error connecting to OpenAI.)\";\n else if (statusCode >= 500) errorMessage += \" (ACTION: OpenAI server issue. Try again later.)\";\n\n const escapedError = errorMessage.replace(/\\\\/g, \"\\\\\\\\\").replace(/\"/g, \"\\\\\\\"\").replace(/\\n/g, \"\\\\n\");\n if (isJsonOutputRequired) {\n const errorJsonString = \"{\\\"error\\\": \\\"AI Agent Error: \" + escapedError + \"\\\"}\";\n console.log(logPrefix + \": Returning structured error JSON: \" + errorJsonString);\n return { role: \"system\", content: errorJsonString };\n } else {\n const plainError = \"System Error: \" + errorMessage;\n console.log(logPrefix + \": Returning plain text error: \" + plainError);\n return { role: \"system\", content: plainError };\n }\n }\n}\n\nfunction hashCode(str: string): string {\n let hash = 0;\n for (let i = 0; i < str.length; i++) {\n const char = str.charCodeAt(i);\n hash = ((hash << 5) - hash) + char;\n hash |= 0;\n }\n return hash.toString(16);\n}\n\nasync function fetchSBIRSolicitations(\n criteria: SBIRSearchCriteria,\n log: LogFunction,\n): Promise<{ solicitations?: Solicitation[]; error?: string; rawCount?: number }> {\n const MAX_ROWS = 10;\n const BASE_URL = \"https://api.www.sbir.gov/public/api/solicitations\";\n const logPrefix = \"SBIR API Fetch\";\n\n log(\"[STEP] \" + logPrefix + \": Building API request...\");\n\n const params = new URLSearchParams();\n params.set(\"rows\", MAX_ROWS.toString());\n params.set(\"start\", \"0\");\n\n if (criteria.keywords) {\n params.set(\"keyword\", criteria.keywords);\n }\n if (criteria.agency && criteria.agency !== \"Any\") {\n params.set(\"agency\", criteria.agency);\n }\n if (criteria.status === \"Open\") {\n params.set(\"open\", \"1\");\n } else if (criteria.status === \"Closed\") {\n params.set(\"closed\", \"1\");\n }\n\n const apiUrl = BASE_URL + \"?\" + params.toString();\n log(\"[INFO] \" + logPrefix + \": Fetching URL: \" + apiUrl);\n\n try {\n const response = await fetch(apiUrl, {\n method: \"GET\",\n headers: {\n \"Accept\": \"application/json\",\n \"User-Agent\": \"ValTown-SBIR-Agent/1.0\",\n },\n });\n\n const responseText = await response.text();\n\n if (response.status === 404) {\n log(\"[INFO] \" + logPrefix + \": Received 404 Not Found. Valid response, indicates no matching solicitations.\");\n return { solicitations: [], rawCount: 0 };\n }\n\n if (!response.ok) {\n const errorMsg = \"API request failed with status \" + response.status + \": \" + response.statusText;\n log(\"[ERROR] \" + logPrefix + \": \" + errorMsg + \". Response: \" + responseText.substring(0, 500));\n return { error: errorMsg };\n }\n\n let jsonData;\n try {\n jsonData = JSON.parse(responseText);\n } catch (parseError) {\n log(\n \"[ERROR] \" + logPrefix + \": Failed to parse JSON response. Status: \" + response.status + \". Response Snippet: \"\n + responseText.substring(0, 500) + \"...\",\n );\n return { error: \"Failed to parse SBIR API response (Status: \" + response.status + \")\" };\n }\n\n if (!Array.isArray(jsonData)) {\n log(\"[ERROR] \" + logPrefix + \": Expected JSON array, received \" + typeof jsonData);\n return { error: \"Unexpected response format from SBIR API (expected array).\" };\n }\n\n const rawCount = jsonData.length;\n log(\"[INFO] \" + logPrefix + \": Received \" + rawCount + \" raw solicitation objects from API.\");\n\n const solicitations: Solicitation[] = jsonData.map((item: any, index: number) => ({\n solicitation_title: item.solicitation_title,\n solicitation_number: item.solicitation_number,\n program: item.program,\n phase: item.phase,\n agency: item.agency,\n branch: item.branch,\n solicitation_year: item.solicitation_year,\n release_date: item.release_date,\n open_date: item.open_date,\n close_date: item.close_date,\n application_due_date: item.application_due_date,\n occurrence_number: item.occurrence_number,\n solicitation_agency_url: item.solicitation_agency_url,\n current_status: item.current_status,\n solicitation_topics: item.solicitation_topics?.map((topic: any) => ({\n topic_title: topic.topic_title,\n branch: topic.branch,\n topic_number: topic.topic_number,\n topic_description: topic.topic_description,\n sbir_topic_link: topic.sbir_topic_link,\n subtopics: topic.subtopics?.map((sub: any) => ({\n subtopic_title: sub.subtopic_title,\n branch: sub.branch,\n subtopic_number: sub.subtopic_number,\n subtopic_description: sub.subtopic_description,\n })),\n })),\n id: item.solicitation_number || \"sol-\" + index,\n }));\n\n const validSolicitations = solicitations.filter(s => s.solicitation_title && s.solicitation_number);\n if (validSolicitations.length < solicitations.length) {\n log(\n \"[WARN] \" + logPrefix + \": Filtered out \" + (solicitations.length - validSolicitations.length)\n + \" entries missing title or number.\",\n );\n }\n\n log(\n \"[SUCCESS] \" + logPrefix + \": Successfully fetched and processed \" + validSolicitations.length\n + \" solicitations.\",\n );\n return { solicitations: validSolicitations, rawCount: rawCount };\n } catch (error) {\n log(\"[CRITICAL ERROR] \" + logPrefix + \": Unexpected error during fetch/processing: \" + error.message);\n console.error(logPrefix + \" Unexpected Error:\", error);\n return { error: \"Unexpected server error during SBIR API fetch: \" + error.message };\n }\n}\n\nasync function findAndAnalyzeSBIRFunding(criteria: SBIRSearchCriteria, log: LogFunction): Promise {\n const startTime = Date.now();\n log(\"[STEP] SBIR Funding Search & Analysis workflow initiated.\");\n log(\"[INFO] Received User Criteria: \" + JSON.stringify(criteria));\n\n let solicitations: Solicitation[] = [];\n let analysisResults: OpportunityAnalysis[] = [];\n let finalSummary: FundingSummary | null = null;\n\n try {\n log(\"[STEP] Fetching SBIR Solicitations from API...\");\n const fetchResult = await fetchSBIRSolicitations(criteria, log);\n\n if (fetchResult.error) {\n log(\"[ERROR] Failed to fetch solicitations from SBIR API: \" + fetchResult.error);\n return { error: \"Failed to retrieve funding opportunities from SBIR.gov.\", details: fetchResult.error };\n }\n\n solicitations = fetchResult.solicitations || [];\n\n if (solicitations.length === 0) {\n log(\"[INFO] No matching solicitations found for the given criteria.\");\n return {\n overall_outlook: \"No open solicitations matching your criteria were found in the first \" + 10\n + \" results from the SBIR API.\",\n prioritized_opportunities: [],\n key_considerations: [\"Consider broadening keywords or checking other agencies.\", \"Verify criteria accuracy.\"],\n next_steps_general: [\"Refine search criteria.\", \"Check SBIR.gov website directly.\"],\n };\n }\n\n log(\"[INFO] Found \" + solicitations.length + \" potential solicitations. Analyzing top results...\");\n\n log(\"[STEP] Launching parallel Opportunity Analysis Agents for \" + solicitations.length + \" solicitations...\");\n const analysisPromises: Promise[] = [];\n\n for (const solicitation of solicitations) {\n const analysisInput = JSON.stringify({\n solicitation: {\n id: solicitation.id,\n solicitation_title: solicitation.solicitation_title,\n agency: solicitation.agency,\n close_date: solicitation.close_date,\n current_status: solicitation.current_status,\n solicitation_topics: solicitation.solicitation_topics?.map(t => ({\n topic_title: t.topic_title,\n topic_description: t.topic_description?.substring(0, 1000),\n })).slice(0, 5),\n },\n userCriteria: criteria,\n });\n\n const analyzeSingleOpportunity = async (inputJson: string, sol: Solicitation): Promise => {\n const result = await callOpenAI(opportunityAnalysisAgentSystemPrompt, inputJson, \"gpt-4o-mini\", true);\n try {\n const parsed = JSON.parse(result.content);\n\n if (parsed.error && result.role === \"system\") {\n log(\"[ERROR] Analysis Agent (\" + sol.id + \"): OpenAI communication failed: \" + parsed.error);\n return {\n solicitation_id: sol.id || \"unknown\",\n solicitation_title: sol.solicitation_title || \"Unknown Title\",\n error: \"AI communication error: \" + parsed.error,\n summary: \"\",\n relevance_score: \"Unclear\",\n key_points: [],\n potential_challenges: [],\n alignment_with_criteria: \"\",\n confidence: \"Low\",\n };\n }\n\n if (parsed.error && !parsed.solicitation_id) {\n log(\"[WARN] Analysis Agent (\" + sol.id + \") reported internal error: \" + parsed.error);\n return {\n solicitation_id: sol.id || \"unknown\",\n solicitation_title: sol.solicitation_title || \"Unknown Title\",\n error: \"Agent internal error: \" + parsed.error,\n summary: \"\",\n relevance_score: \"Unclear\",\n key_points: [],\n potential_challenges: [],\n alignment_with_criteria: \"\",\n confidence: \"Low\",\n };\n }\n\n if (parsed.error) {\n log(\"[WARN] Analysis Agent (\" + sol.id + \") included an error field: \" + parsed.error);\n } else {\n log(\"[INFO] Analysis Agent completed successfully for \" + sol.id + \".\");\n }\n\n if (!parsed.solicitation_id) parsed.solicitation_id = sol.id || \"unknown\";\n if (!parsed.solicitation_title) parsed.solicitation_title = sol.solicitation_title || \"Unknown Title\";\n\n return parsed as OpportunityAnalysis;\n } catch (parseError) {\n log(\n \"[ERROR] Analysis Agent (\" + sol.id + \"): Failed to parse response: \" + parseError.message + \". Response: \"\n + result.content.substring(0, 200) + \"...\",\n );\n return {\n solicitation_id: sol.id || \"unknown\",\n solicitation_title: sol.solicitation_title || \"Unknown Title\",\n error: \"Invalid JSON response from analysis agent\",\n summary: \"\",\n relevance_score: \"Unclear\",\n key_points: [],\n potential_challenges: [],\n alignment_with_criteria: \"\",\n confidence: \"Low\",\n };\n }\n };\n analysisPromises.push(analyzeSingleOpportunity(analysisInput, solicitation));\n }\n\n analysisResults = await Promise.all(analysisPromises);\n log(\"[INFO] Parallel Opportunity Analysis Agents completed.\");\n\n const successfulAnalyses = analysisResults.filter(r => !r.error);\n if (successfulAnalyses.length === 0 && analysisResults.length > 0) {\n log(\"[ERROR] All Opportunity Analysis agents failed or returned errors.\");\n const analysisErrors = analysisResults.map(r => (r.solicitation_id || r.solicitation_title) + \": \" + r.error)\n .join(\"; \");\n return { error: \"Analysis failed for all identified opportunities.\", details: analysisErrors };\n }\n log(\n \"[INFO] Successfully analyzed \" + successfulAnalyses.length + \" opportunities. \"\n + (analysisResults.length - successfulAnalyses.length) + \" had errors.\",\n );\n\n log(\"[STEP] Calling Strategy Synthesis Agent (gpt-4o)...\");\n const synthesisInput = JSON.stringify({\n userCriteria: criteria,\n opportunityAnalyses: analysisResults,\n });\n log(\"[INFO] Synthesis Input JSON Snippet: \" + synthesisInput.substring(0, 500) + \"...\");\n\n const synthesisResult = await callOpenAI(strategySynthesisAgentSystemPrompt, synthesisInput, \"gpt-4o\", true);\n\n try {\n const parsedSynthesis = JSON.parse(synthesisResult.content);\n\n if (parsedSynthesis.error && synthesisResult.role === \"system\") {\n throw new Error(\"Synthesis Agent OpenAI Error: \" + parsedSynthesis.error);\n }\n\n if (parsedSynthesis.error) {\n throw new Error(\"Synthesis Agent Internal Error: \" + parsedSynthesis.error);\n }\n if (!parsedSynthesis.prioritized_opportunities || !parsedSynthesis.overall_outlook) {\n throw new Error(\"Synthesis agent returned incomplete data (missing outlook or prioritized opportunities).\");\n }\n finalSummary = parsedSynthesis as FundingSummary;\n log(\"[SUCCESS] Strategy Synthesis Agent completed and parsed.\");\n } catch (e) {\n log(\n \"[ERROR] Failed to parse Synthesis Agent response or invalid format: \" + e.message + \". Response: \"\n + synthesisResult.content.substring(0, 500) + \"...\",\n );\n return {\n error: \"Failed to synthesize funding strategy.\",\n details: e.message,\n intermediate_results: {\n userCriteria: criteria,\n fetchedSolicitationsCount: solicitations.length,\n analysisResults: analysisResults,\n },\n };\n }\n } catch (error) {\n log(\"[CRITICAL ERROR] Unhandled exception in analysis workflow: \" + error.message);\n console.error(\"Critical error during SBIR analysis workflow:\", error);\n return {\n error: \"SBIR analysis workflow failed unexpectedly.\",\n details: error.message || \"An internal server error occurred.\",\n };\n }\n\n log(\"[SUCCESS] SBIR Funding Search & Analysis workflow completed successfully.\");\n\n return finalSummary;\n}\n\nexport default async function(req: Request): Promise {\n const requestDebugLog: string[] = [];\n const requestStartTime = Date.now();\n const log: LogFunction = (message: string) => {\n const elapsed = ((Date.now() - requestStartTime) / 1000).toFixed(2);\n let level = \"INFO\";\n if (\n message.toUpperCase().includes(\"ERROR:\") || message.toUpperCase().includes(\"[ERROR]\")\n || message.toUpperCase().includes(\"[FATAL]\")\n ) level = \"ERROR\";\n else if (message.toUpperCase().includes(\"WARN:\") || message.toUpperCase().includes(\"[WARN]\")) level = \"WARN\";\n else if (message.toUpperCase().includes(\"SUCCESS:\") || message.toUpperCase().includes(\"[SUCCESS]\"))\n level = \"SUCCESS\";\n else if (message.toUpperCase().includes(\"STEP:\") || message.toUpperCase().includes(\"[STEP]\")) level = \"STEP\";\n const logEntry = \"[+\" + elapsed + \"s] [\" + level + \"] \"\n + message.replace(/^\\[(ERROR|WARN|SUCCESS|STEP|INFO|FATAL)\\]\\s*/i, \"\");\n requestDebugLog.push(logEntry);\n console.log(\"[Request Log \" + level + \"] \" + message);\n };\n\n const url = new URL(req.url);\n const format = url.searchParams.get(\"format\");\n const action = url.searchParams.get(\"action\");\n\n if (format === \"json\" && action === \"analyze_sbir\" && req.method === \"POST\") {\n const requestStartTimeISO = new Date().toISOString();\n log(\"[\" + requestStartTimeISO + \"] Received API request to analyze SBIR funding.\");\n\n let searchCriteria: SBIRSearchCriteria;\n try {\n searchCriteria = await req.json();\n if (\n !searchCriteria || typeof searchCriteria !== \"object\" || typeof searchCriteria.keywords === \"undefined\"\n || !searchCriteria.agency || !searchCriteria.status\n ) {\n throw new Error(\"Invalid or incomplete search criteria received in request body.\");\n }\n log(\"[INFO] Parsed search criteria from request body.\");\n } catch (e) {\n log(\"[ERROR] Failed to parse search criteria from request body: \" + e.message);\n return new Response(\n JSON.stringify({\n error: \"Invalid request body.\",\n details: \"Could not parse SBIR search criteria JSON.\",\n debugLog: requestDebugLog,\n }),\n { status: 400, headers: { \"Content-Type\": \"application/json\", \"Access-Control-Allow-Origin\": \"*\" } },\n );\n }\n\n let analysisResultRaw: any;\n try {\n analysisResultRaw = await findAndAnalyzeSBIRFunding(searchCriteria, log);\n\n const requestEndTimeISO = new Date().toISOString();\n const statusCode = analysisResultRaw.error ? 500 : 200;\n log(\"[\" + requestEndTimeISO + \"] Analysis workflow completed (Status: \" + statusCode + \"). Preparing response.\");\n\n const analysisOutputWithLogs = {\n ...(analysisResultRaw || {}),\n debugLog: requestDebugLog,\n };\n\n return new Response(JSON.stringify(analysisOutputWithLogs), {\n status: statusCode,\n headers: { \"Content-Type\": \"application/json\", \"Access-Control-Allow-Origin\": \"*\" },\n });\n } catch (error) {\n const errorTime = new Date().toISOString();\n log(\"[FATAL ERROR at \" + errorTime + \"] Critical error caught in API request handler: \" + error.message);\n console.error(\"[\" + errorTime + \"] Critical handler error:\", error);\n\n return new Response(\n JSON.stringify({\n error: \"Failed to process analysis request due to unexpected server error.\",\n details: error.message || \"Unknown error\",\n debugLog: requestDebugLog,\n }),\n { status: 500, headers: { \"Content-Type\": \"application/json\", \"Access-Control-Allow-Origin\": \"*\" } },\n );\n }\n }\n else if (req.method === \"GET\") {\n const loadTime = new Date().toISOString();\n log(\"[\" + loadTime + \"] Serving HTML page.\");\n const html = generateHtmlShell(null);\n return new Response(html, {\n status: 200,\n headers: { \"Content-Type\": \"text/html\" },\n });\n }\n else {\n log(\"[WARN] Received unsupported request: \" + req.method + \" \" + req.url);\n return new Response(\n JSON.stringify({\n error: \"Unsupported request\",\n details: \"Method \" + req.method + \" or action '\" + action + \"' not supported.\",\n }),\n { status: 405, headers: { \"Content-Type\": \"application/json\", \"Access-Control-Allow-Origin\": \"*\" } },\n );\n }\n}","deleted","label",[99],"permalink","https://www.val.town/x/salon/sbir/code/main.tsx","extension","actionData","errors"]

🔬 SBIR Funding Search & Analysis 🔬

Search Criteria

Execution Log: