hack/tools/scripts/llm-key-hunter/results/_cache/content/bjtheartist_chistartuphub.json

{"repo": "bjtheartist/chistartuphub", "files": {"tools/investor-harvester/src/backfill-locations.js": {"f5ca936971b96054f07d4b5ae007ed67e3399c3f": {"t": 1785746703.369635, "n": 10855, "h": "940bd0e0a2893b52", "c": "// backfill-locations.js — Extract HQ location from search_profile/description using DeepSeek\n// Then update investors via Supabase REST API\n\nconst fs = require('fs')\nconst fetch = require('node-fetch')\n\n// ── Config ──────────────────────────────────────────────────────────────────\nconst SUPABASE_URL = 'https://fbgxeinarhbrqatrsuoj.supabase.co'\nconst SUPABASE_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImZiZ3hlaW5hcmhicnFhdHJzdW9qIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NjYzNTIyNjIsImV4cCI6MjA4MTkyODI2Mn0.k6yRcQ60OONig97VQZ-UJdmC49ijEm7kskP_2qtaW1E'\nconst DEEPSEEK_API_KEY = 'sk-d928e785a8c64d5580594c9d60c56de4'\nconst DEEPSEEK_URL = 'https://api.deepseek.com/chat/completions'\nconst MODEL = 'deepseek-chat'\n\nconst CONCURRENCY = 5\nconst BATCH_DELAY_MS = 200\nconst RESULTS_PATH = '/tmp/location-backfill-results.json'\n\n// Whether to use RPC function instead of direct PATCH\n// PATCH is blocked by RLS, so RPC is the default\nlet USE_RPC = true\n\n// ── Region mapping ──────────────────────────────────────────────────────────\nconst REGION_MAP = {\n  'midwest': ['Illinois', 'Wisconsin', 'Indiana', 'Michigan', 'Ohio', 'Minnesota', 'Iowa', 'Missouri', 'Nebraska', 'Kansas', 'North Dakota', 'South Dakota'],\n  'east-coast': ['New York', 'New Jersey', 'Connecticut', 'Massachusetts', 'Pennsylvania', 'Maryland', 'DC', 'Virginia', 'Delaware', 'Rhode Island', 'New Hampshire', 'Vermont', 'Maine'],\n  'west-coast': ['California', 'Washington', 'Oregon', 'Hawaii'],\n  'south': ['Texas', 'Florida', 'Georgia', 'North Carolina', 'South Carolina', 'Tennessee', 'Alabama', 'Louisiana', 'Mississippi', 'Arkansas', 'Kentucky', 'West Virginia', 'Oklahoma'],\n  'mountain-west': ['Colorado', 'Utah', 'Arizona', 'Nevada', 'New Mexico', 'Idaho', 'Montana', 'Wyoming', 'Alaska'],\n}\n\nconst VALID_REGIONS = Object.keys(REGION_MAP)\n\nconst PROMPT_TEMPLATE = `Given this investor's profile, determine their headquarters location.\nReturn ONLY a JSON object: {\"city\": \"...\", \"state\": \"...\", \"region\": \"...\"}\n- state must be the full US state name (e.g., \"California\", \"Illinois\", \"New York\")\n- region must be one of: midwest, west-coast, east-coast, south, mountain-west\n- If you cannot determine location, return {\"city\": null, \"state\": null, \"region\": null}\n\nRegion mapping:\n- midwest: Illinois, Wisconsin, Indiana, Michigan, Ohio, Minnesota, Iowa, Missouri, Nebraska, Kansas, North Dakota, South Dakota\n- east-coast: New York, New Jersey, Connecticut, Massachusetts, Pennsylvania, Maryland, DC, Virginia, Delaware, Rhode Island, New Hampshire, Vermont, Maine\n- west-coast: California, Washington, Oregon, Hawaii\n- south: Texas, Florida, Georgia, North Carolina, South Carolina, Tennessee, Alabama, Louisiana, Mississippi, Arkansas, Kentucky, West Virginia, Oklahoma\n- mountain-west: Colorado, Utah, Arizona, Nevada, New Mexico, Idaho, Montana, Wyoming, Alaska\n\nInvestor: {canonical_name}\nWebsite: {website}\nProfile: {search_profile}`\n\n// ── Supabase helpers ────────────────────────────────────────────────────────\n\nconst supabaseHeaders = {\n  'apikey': SUPABASE_KEY,\n  'Authorization': `Bearer ${SUPABASE_KEY}`,\n  'Content-Type': 'application/json',\n}\n\nasync function fetchInvestorsMissingLocation() {\n  const allInvestors = []\n  let offset = 0\n  const pageSize = 1000\n\n  while (true) {\n    const url = `${SUPABASE_URL}/rest/v1/investors?hq_state=is.null&hq_country=eq.USA&select=id,canonical_name,website,description,search_profile&offset=${offset}&limit=${pageSize}`\n    const res = await fetch(url, { headers: supabaseHeaders })\n\n    if (!res.ok) {\n      throw new Error(`Supabase fetch failed: ${res.status} ${await res.text()}`)\n    }\n\n    const batch = await res.json()\n    allInvestors.push(...batch)\n\n    if (batch.length < pageSize) break\n    offset += pageSize\n  }\n\n  return allInvestors\n}\n\nasync function updateInvestorPATCH(id, city, state, region) {\n  const body = {}\n  if (city !== null) body.hq_city = city\n  if (state !== null) body.hq_state = state\n  if (region !== null) body.hq_region = region\n\n  if (Object.keys(body).length === 0) return { ok: true, skipped: true }\n\n  const url = `${SUPABASE_URL}/rest/v1/investors?id=eq.${id}`\n  const res = await fetch(url, {\n    method: 'PATCH',\n    headers: {\n      ...supabaseHeaders,\n      'Prefer': 'return=minimal',\n    },\n    body: JSON.stringify(body),\n  })\n\n  if (!res.ok) {\n    const errText = await res.text()\n    return { ok: false, error: errText, status: res.status }\n  }\n  return { ok: true }\n}\n\nasync function updateInvestorRPC(id, city, state, region) {\n  const url = `${SUPABASE_URL}/rest/v1/rpc/update_investor_location`\n  const res = await fetch(url, {\n    method: 'POST',\n    headers: {\n      ...supabaseHeaders,\n      'Prefer': 'return=minimal',\n    },\n    body: JSON.stringify({\n      investor_id: id,\n      new_city: city,\n      new_state: state,\n      new_region: region,\n    }),\n  })\n\n  if (!res.ok) {\n    const errText = await res.text()\n    return { ok: false, error: errText, status: res.status }\n  }\n  return { ok: true }\n}\n\nasync function updateInvestor(id, city, state, region) {\n  if (USE_RPC) {\n    return updateInvestorRPC(id, city, state, region)\n  }\n  return updateInvestorPATCH(id, city, state, region)\n}\n\n// ── DeepSeek AI ─────────────────────────────────────────────────────────────\n\nasync function extractLocation(investor) {\n  const prompt = PROMPT_TEMPLATE\n    .replace('{canonical_name}', investor.canonical_name || 'Unknown')\n    .replace('{website}', investor.website || 'N/A')\n    .replace('{search_profile}', (investor.search_profile || investor.description || 'N/A').slice(0, 2000))\n\n  try {\n    const res = await fetch(DEEPSEEK_URL, {\n      method: 'POST',\n      headers: {\n        'Content-Type': 'application/json',\n        'Authorization': `Bearer ${DEEPSEEK_API_KEY}`,\n      },\n      body: JSON.stringify({\n        model: MODEL,\n        messages: [{ role: 'user', content: prompt }],\n        max_tokens: 150,\n        temperature: 0.2,\n      }),\n    })\n\n    if (!res.ok) {\n      const errText = await res.text()\n      throw new Error(`DeepSeek API error ${res.status}: ${errText}`)\n    }\n\n    const data = await res.json()\n    const raw = data.choices[0].message.content.trim()\n    const jsonStr = raw.replace(/^```(?:json)?\\s*/i, '').replace(/\\s*```$/i, '')\n    const parsed = JSON.parse(jsonStr)\n\n    // Validate\n    const city = typeof parsed.city === 'string' && parsed.city.length > 0 ? parsed.city : null\n    const state = typeof parsed.state === 'string' && parsed.state.length > 0 ? parsed.state : null\n    let region = typeof parsed.region === 'string' ? parsed.region.toLowerCase() : null\n    if (region && !VALID_REGIONS.includes(region)) region = null\n\n    // If we have a state but no region, derive it\n    if (state && !region) {\n      for (const [r, states] of Object.entries(REGION_MAP)) {\n        if (states.some(s => s.toLowerCase() === state.toLowerCase())) {\n          region = r\n          break\n        }\n      }\n    }\n\n    return { success: true, city, state, region }\n  } catch (error) {\n    return { success: false, error: error.message, city: null, state: null, region: null }\n  }\n}\n\n// ── Concurrency helper ──────────────────────────────────────────────────────\n\nasync function processInBatches(items, batchSize, delayMs, fn) {\n  const results = []\n  for (let i = 0; i < items.length; i += batchSize) {\n    const batch = items.slice(i, i + batchSize)\n    const batchResults = await Promise.all(batch.map(fn))\n    results.push(...batchResults)\n    if (i + batchSize < items.length) {\n      await new Promise(r => setTimeout(r, delayMs))\n    }\n  }\n  return results\n}\n\n// ── Main ────────────────────────────────────────────────────────────────────\n\nasync function main() {\n  console.log('=== Investor Location Backfill ===\\n')\n\n  // Step 1: Fetch investors missing location\n  console.log('Fetching investors with missing hq_state (USA only)...')\n  const investors = await fetchInvestorsMissingLocation()\n  console.log(`Found ${investors.length} investors to process.\\n`)\n\n  if (investors.length === 0) {\n    console.log('Nothing to do. Exiting.')\n    return\n  }\n\n  // Step 2: Extract locations via DeepSeek\n  console.log(`Extracting locations via DeepSeek (concurrency=${CONCURRENCY})...\\n`)\n\n  const results = []\n  let processed = 0\n  let locationsFound = 0\n  let locationsFailed = 0\n  let updateErrors = 0\n\n  const allResults = await processInBatches(investors, CONCURRENCY, BATCH_DELAY_MS, async (inv) => {\n    const loc = await extractLocation(inv)\n    processed++\n\n    if (processed % 50 === 0 || processed === investors.length) {\n      console.log(`  Progress: ${processed}/${investors.length} processed (${locationsFound} locations found so far)`)\n    }\n\n    const result = {\n      id: inv.id,\n      canonical_name: inv.canonical_name,\n      extracted: loc,\n      updated: false,\n    }\n\n    if (loc.success && (loc.city || loc.state || loc.region)) {\n      locationsFound++\n\n      // Step 3: Update in Supabase\n      const updateResult = await updateInvestor(inv.id, loc.city, loc.state, loc.region)\n\n      if (!updateResult.ok) {\n        // If PATCH fails due to RLS, switch to RPC\n        if (!USE_RPC && (updateResult.status === 403 || (updateResult.error && updateResult.error.includes('policy')))) {\n          console.log(`\\n  PATCH blocked by RLS (status ${updateResult.status}). Switching to RPC mode...\\n`)\n          USE_RPC = true\n\n          // Retry this one with RPC\n          const retryResult = await updateInvestorRPC(inv.id, loc.city, loc.state, loc.region)\n          if (retryResult.ok) {\n            result.updated = true\n          } else {\n            console.log(`  RPC also failed for ${inv.canonical_name}: ${retryResult.error}`)\n            updateErrors++\n            result.updateError = retryResult.error\n          }\n        } else {\n          updateErrors++\n          result.updateError = updateResult.error\n        }\n      } else {\n        result.updated = true\n      }\n    } else {\n      locationsFailed++\n    }\n\n    return result\n  })\n\n  // Step 4: Save results\n  const output = {\n    timestamp: new Date().toISOString(),\n    summary: {\n      total: investors.length,\n      locationsFound,\n      stillNull: locationsFailed,\n      updateErrors,\n      useRPC: USE_RPC,\n    },\n    results: allResults,\n  }\n\n  fs.writeFileSync(RESULTS_PATH, JSON.stringify(output, null, 2))\n  console.log(`\\nResults saved to ${RESULTS_PATH}`)\n\n  // Step 5: Summary\n  console.log('\\n=== SUMMARY ===')\n  console.log(`Total processed:   ${investors.length}`)\n  console.log(`Locations found:   ${locationsFound}`)\n  console.log(`Still null:        ${locationsFailed}`)\n  console.log(`Update errors:     ${updateErrors}`)\n  console.log(`Update method:     ${USE_RPC ? 'RPC' : 'PATCH'}`)\n  console.log('================\\n')\n}\n\nmain().catch(err => {\n  console.error('Fatal error:', err)\n  process.exit(1)\n})\n"}, "d8888e64b5c232e6e53e41dac148e23d3b6f2c3f": {"t": 1785767095.9772007, "n": 10855, "h": "940bd0e0a2893b52", "c": "// backfill-locations.js — Extract HQ location from search_profile/description using DeepSeek\n// Then update investors via Supabase REST API\n\nconst fs = require('fs')\nconst fetch = require('node-fetch')\n\n// ── Config ──────────────────────────────────────────────────────────────────\nconst SUPABASE_URL = 'https://fbgxeinarhbrqatrsuoj.supabase.co'\nconst SUPABASE_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImZiZ3hlaW5hcmhicnFhdHJzdW9qIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NjYzNTIyNjIsImV4cCI6MjA4MTkyODI2Mn0.k6yRcQ60OONig97VQZ-UJdmC49ijEm7kskP_2qtaW1E'\nconst DEEPSEEK_API_KEY = 'sk-d928e785a8c64d5580594c9d60c56de4'\nconst DEEPSEEK_URL = 'https://api.deepseek.com/chat/completions'\nconst MODEL = 'deepseek-chat'\n\nconst CONCURRENCY = 5\nconst BATCH_DELAY_MS = 200\nconst RESULTS_PATH = '/tmp/location-backfill-results.json'\n\n// Whether to use RPC function instead of direct PATCH\n// PATCH is blocked by RLS, so RPC is the default\nlet USE_RPC = true\n\n// ── Region mapping ──────────────────────────────────────────────────────────\nconst REGION_MAP = {\n  'midwest': ['Illinois', 'Wisconsin', 'Indiana', 'Michigan', 'Ohio', 'Minnesota', 'Iowa', 'Missouri', 'Nebraska', 'Kansas', 'North Dakota', 'South Dakota'],\n  'east-coast': ['New York', 'New Jersey', 'Connecticut', 'Massachusetts', 'Pennsylvania', 'Maryland', 'DC', 'Virginia', 'Delaware', 'Rhode Island', 'New Hampshire', 'Vermont', 'Maine'],\n  'west-coast': ['California', 'Washington', 'Oregon', 'Hawaii'],\n  'south': ['Texas', 'Florida', 'Georgia', 'North Carolina', 'South Carolina', 'Tennessee', 'Alabama', 'Louisiana', 'Mississippi', 'Arkansas', 'Kentucky', 'West Virginia', 'Oklahoma'],\n  'mountain-west': ['Colorado', 'Utah', 'Arizona', 'Nevada', 'New Mexico', 'Idaho', 'Montana', 'Wyoming', 'Alaska'],\n}\n\nconst VALID_REGIONS = Object.keys(REGION_MAP)\n\nconst PROMPT_TEMPLATE = `Given this investor's profile, determine their headquarters location.\nReturn ONLY a JSON object: {\"city\": \"...\", \"state\": \"...\", \"region\": \"...\"}\n- state must be the full US state name (e.g., \"California\", \"Illinois\", \"New York\")\n- region must be one of: midwest, west-coast, east-coast, south, mountain-west\n- If you cannot determine location, return {\"city\": null, \"state\": null, \"region\": null}\n\nRegion mapping:\n- midwest: Illinois, Wisconsin, Indiana, Michigan, Ohio, Minnesota, Iowa, Missouri, Nebraska, Kansas, North Dakota, South Dakota\n- east-coast: New York, New Jersey, Connecticut, Massachusetts, Pennsylvania, Maryland, DC, Virginia, Delaware, Rhode Island, New Hampshire, Vermont, Maine\n- west-coast: California, Washington, Oregon, Hawaii\n- south: Texas, Florida, Georgia, North Carolina, South Carolina, Tennessee, Alabama, Louisiana, Mississippi, Arkansas, Kentucky, West Virginia, Oklahoma\n- mountain-west: Colorado, Utah, Arizona, Nevada, New Mexico, Idaho, Montana, Wyoming, Alaska\n\nInvestor: {canonical_name}\nWebsite: {website}\nProfile: {search_profile}`\n\n// ── Supabase helpers ────────────────────────────────────────────────────────\n\nconst supabaseHeaders = {\n  'apikey': SUPABASE_KEY,\n  'Authorization': `Bearer ${SUPABASE_KEY}`,\n  'Content-Type': 'application/json',\n}\n\nasync function fetchInvestorsMissingLocation() {\n  const allInvestors = []\n  let offset = 0\n  const pageSize = 1000\n\n  while (true) {\n    const url = `${SUPABASE_URL}/rest/v1/investors?hq_state=is.null&hq_country=eq.USA&select=id,canonical_name,website,description,search_profile&offset=${offset}&limit=${pageSize}`\n    const res = await fetch(url, { headers: supabaseHeaders })\n\n    if (!res.ok) {\n      throw new Error(`Supabase fetch failed: ${res.status} ${await res.text()}`)\n    }\n\n    const batch = await res.json()\n    allInvestors.push(...batch)\n\n    if (batch.length < pageSize) break\n    offset += pageSize\n  }\n\n  return allInvestors\n}\n\nasync function updateInvestorPATCH(id, city, state, region) {\n  const body = {}\n  if (city !== null) body.hq_city = city\n  if (state !== null) body.hq_state = state\n  if (region !== null) body.hq_region = region\n\n  if (Object.keys(body).length === 0) return { ok: true, skipped: true }\n\n  const url = `${SUPABASE_URL}/rest/v1/investors?id=eq.${id}`\n  const res = await fetch(url, {\n    method: 'PATCH',\n    headers: {\n      ...supabaseHeaders,\n      'Prefer': 'return=minimal',\n    },\n    body: JSON.stringify(body),\n  })\n\n  if (!res.ok) {\n    const errText = await res.text()\n    return { ok: false, error: errText, status: res.status }\n  }\n  return { ok: true }\n}\n\nasync function updateInvestorRPC(id, city, state, region) {\n  const url = `${SUPABASE_URL}/rest/v1/rpc/update_investor_location`\n  const res = await fetch(url, {\n    method: 'POST',\n    headers: {\n      ...supabaseHeaders,\n      'Prefer': 'return=minimal',\n    },\n    body: JSON.stringify({\n      investor_id: id,\n      new_city: city,\n      new_state: state,\n      new_region: region,\n    }),\n  })\n\n  if (!res.ok) {\n    const errText = await res.text()\n    return { ok: false, error: errText, status: res.status }\n  }\n  return { ok: true }\n}\n\nasync function updateInvestor(id, city, state, region) {\n  if (USE_RPC) {\n    return updateInvestorRPC(id, city, state, region)\n  }\n  return updateInvestorPATCH(id, city, state, region)\n}\n\n// ── DeepSeek AI ─────────────────────────────────────────────────────────────\n\nasync function extractLocation(investor) {\n  const prompt = PROMPT_TEMPLATE\n    .replace('{canonical_name}', investor.canonical_name || 'Unknown')\n    .replace('{website}', investor.website || 'N/A')\n    .replace('{search_profile}', (investor.search_profile || investor.description || 'N/A').slice(0, 2000))\n\n  try {\n    const res = await fetch(DEEPSEEK_URL, {\n      method: 'POST',\n      headers: {\n        'Content-Type': 'application/json',\n        'Authorization': `Bearer ${DEEPSEEK_API_KEY}`,\n      },\n      body: JSON.stringify({\n        model: MODEL,\n        messages: [{ role: 'user', content: prompt }],\n        max_tokens: 150,\n        temperature: 0.2,\n      }),\n    })\n\n    if (!res.ok) {\n      const errText = await res.text()\n      throw new Error(`DeepSeek API error ${res.status}: ${errText}`)\n    }\n\n    const data = await res.json()\n    const raw = data.choices[0].message.content.trim()\n    const jsonStr = raw.replace(/^```(?:json)?\\s*/i, '').replace(/\\s*```$/i, '')\n    const parsed = JSON.parse(jsonStr)\n\n    // Validate\n    const city = typeof parsed.city === 'string' && parsed.city.length > 0 ? parsed.city : null\n    const state = typeof parsed.state === 'string' && parsed.state.length > 0 ? parsed.state : null\n    let region = typeof parsed.region === 'string' ? parsed.region.toLowerCase() : null\n    if (region && !VALID_REGIONS.includes(region)) region = null\n\n    // If we have a state but no region, derive it\n    if (state && !region) {\n      for (const [r, states] of Object.entries(REGION_MAP)) {\n        if (states.some(s => s.toLowerCase() === state.toLowerCase())) {\n          region = r\n          break\n        }\n      }\n    }\n\n    return { success: true, city, state, region }\n  } catch (error) {\n    return { success: false, error: error.message, city: null, state: null, region: null }\n  }\n}\n\n// ── Concurrency helper ──────────────────────────────────────────────────────\n\nasync function processInBatches(items, batchSize, delayMs, fn) {\n  const results = []\n  for (let i = 0; i < items.length; i += batchSize) {\n    const batch = items.slice(i, i + batchSize)\n    const batchResults = await Promise.all(batch.map(fn))\n    results.push(...batchResults)\n    if (i + batchSize < items.length) {\n      await new Promise(r => setTimeout(r, delayMs))\n    }\n  }\n  return results\n}\n\n// ── Main ────────────────────────────────────────────────────────────────────\n\nasync function main() {\n  console.log('=== Investor Location Backfill ===\\n')\n\n  // Step 1: Fetch investors missing location\n  console.log('Fetching investors with missing hq_state (USA only)...')\n  const investors = await fetchInvestorsMissingLocation()\n  console.log(`Found ${investors.length} investors to process.\\n`)\n\n  if (investors.length === 0) {\n    console.log('Nothing to do. Exiting.')\n    return\n  }\n\n  // Step 2: Extract locations via DeepSeek\n  console.log(`Extracting locations via DeepSeek (concurrency=${CONCURRENCY})...\\n`)\n\n  const results = []\n  let processed = 0\n  let locationsFound = 0\n  let locationsFailed = 0\n  let updateErrors = 0\n\n  const allResults = await processInBatches(investors, CONCURRENCY, BATCH_DELAY_MS, async (inv) => {\n    const loc = await extractLocation(inv)\n    processed++\n\n    if (processed % 50 === 0 || processed === investors.length) {\n      console.log(`  Progress: ${processed}/${investors.length} processed (${locationsFound} locations found so far)`)\n    }\n\n    const result = {\n      id: inv.id,\n      canonical_name: inv.canonical_name,\n      extracted: loc,\n      updated: false,\n    }\n\n    if (loc.success && (loc.city || loc.state || loc.region)) {\n      locationsFound++\n\n      // Step 3: Update in Supabase\n      const updateResult = await updateInvestor(inv.id, loc.city, loc.state, loc.region)\n\n      if (!updateResult.ok) {\n        // If PATCH fails due to RLS, switch to RPC\n        if (!USE_RPC && (updateResult.status === 403 || (updateResult.error && updateResult.error.includes('policy')))) {\n          console.log(`\\n  PATCH blocked by RLS (status ${updateResult.status}). Switching to RPC mode...\\n`)\n          USE_RPC = true\n\n          // Retry this one with RPC\n          const retryResult = await updateInvestorRPC(inv.id, loc.city, loc.state, loc.region)\n          if (retryResult.ok) {\n            result.updated = true\n          } else {\n            console.log(`  RPC also failed for ${inv.canonical_name}: ${retryResult.error}`)\n            updateErrors++\n            result.updateError = retryResult.error\n          }\n        } else {\n          updateErrors++\n          result.updateError = updateResult.error\n        }\n      } else {\n        result.updated = true\n      }\n    } else {\n      locationsFailed++\n    }\n\n    return result\n  })\n\n  // Step 4: Save results\n  const output = {\n    timestamp: new Date().toISOString(),\n    summary: {\n      total: investors.length,\n      locationsFound,\n      stillNull: locationsFailed,\n      updateErrors,\n      useRPC: USE_RPC,\n    },\n    results: allResults,\n  }\n\n  fs.writeFileSync(RESULTS_PATH, JSON.stringify(output, null, 2))\n  console.log(`\\nResults saved to ${RESULTS_PATH}`)\n\n  // Step 5: Summary\n  console.log('\\n=== SUMMARY ===')\n  console.log(`Total processed:   ${investors.length}`)\n  console.log(`Locations found:   ${locationsFound}`)\n  console.log(`Still null:        ${locationsFailed}`)\n  console.log(`Update errors:     ${updateErrors}`)\n  console.log(`Update method:     ${USE_RPC ? 'RPC' : 'PATCH'}`)\n  console.log('================\\n')\n}\n\nmain().catch(err => {\n  console.error('Fatal error:', err)\n  process.exit(1)\n})\n"}, "06098332267a6a2bbdee585f61c04c6b89d71023": {"t": 1786067874.5124269, "n": 10855, "h": "940bd0e0a2893b52", "c": "// backfill-locations.js — Extract HQ location from search_profile/description using DeepSeek\n// Then update investors via Supabase REST API\n\nconst fs = require('fs')\nconst fetch = require('node-fetch')\n\n// ── Config ──────────────────────────────────────────────────────────────────\nconst SUPABASE_URL = 'https://fbgxeinarhbrqatrsuoj.supabase.co'\nconst SUPABASE_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImZiZ3hlaW5hcmhicnFhdHJzdW9qIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NjYzNTIyNjIsImV4cCI6MjA4MTkyODI2Mn0.k6yRcQ60OONig97VQZ-UJdmC49ijEm7kskP_2qtaW1E'\nconst DEEPSEEK_API_KEY = 'sk-d928e785a8c64d5580594c9d60c56de4'\nconst DEEPSEEK_URL = 'https://api.deepseek.com/chat/completions'\nconst MODEL = 'deepseek-chat'\n\nconst CONCURRENCY = 5\nconst BATCH_DELAY_MS = 200\nconst RESULTS_PATH = '/tmp/location-backfill-results.json'\n\n// Whether to use RPC function instead of direct PATCH\n// PATCH is blocked by RLS, so RPC is the default\nlet USE_RPC = true\n\n// ── Region mapping ──────────────────────────────────────────────────────────\nconst REGION_MAP = {\n  'midwest': ['Illinois', 'Wisconsin', 'Indiana', 'Michigan', 'Ohio', 'Minnesota', 'Iowa', 'Missouri', 'Nebraska', 'Kansas', 'North Dakota', 'South Dakota'],\n  'east-coast': ['New York', 'New Jersey', 'Connecticut', 'Massachusetts', 'Pennsylvania', 'Maryland', 'DC', 'Virginia', 'Delaware', 'Rhode Island', 'New Hampshire', 'Vermont', 'Maine'],\n  'west-coast': ['California', 'Washington', 'Oregon', 'Hawaii'],\n  'south': ['Texas', 'Florida', 'Georgia', 'North Carolina', 'South Carolina', 'Tennessee', 'Alabama', 'Louisiana', 'Mississippi', 'Arkansas', 'Kentucky', 'West Virginia', 'Oklahoma'],\n  'mountain-west': ['Colorado', 'Utah', 'Arizona', 'Nevada', 'New Mexico', 'Idaho', 'Montana', 'Wyoming', 'Alaska'],\n}\n\nconst VALID_REGIONS = Object.keys(REGION_MAP)\n\nconst PROMPT_TEMPLATE = `Given this investor's profile, determine their headquarters location.\nReturn ONLY a JSON object: {\"city\": \"...\", \"state\": \"...\", \"region\": \"...\"}\n- state must be the full US state name (e.g., \"California\", \"Illinois\", \"New York\")\n- region must be one of: midwest, west-coast, east-coast, south, mountain-west\n- If you cannot determine location, return {\"city\": null, \"state\": null, \"region\": null}\n\nRegion mapping:\n- midwest: Illinois, Wisconsin, Indiana, Michigan, Ohio, Minnesota, Iowa, Missouri, Nebraska, Kansas, North Dakota, South Dakota\n- east-coast: New York, New Jersey, Connecticut, Massachusetts, Pennsylvania, Maryland, DC, Virginia, Delaware, Rhode Island, New Hampshire, Vermont, Maine\n- west-coast: California, Washington, Oregon, Hawaii\n- south: Texas, Florida, Georgia, North Carolina, South Carolina, Tennessee, Alabama, Louisiana, Mississippi, Arkansas, Kentucky, West Virginia, Oklahoma\n- mountain-west: Colorado, Utah, Arizona, Nevada, New Mexico, Idaho, Montana, Wyoming, Alaska\n\nInvestor: {canonical_name}\nWebsite: {website}\nProfile: {search_profile}`\n\n// ── Supabase helpers ────────────────────────────────────────────────────────\n\nconst supabaseHeaders = {\n  'apikey': SUPABASE_KEY,\n  'Authorization': `Bearer ${SUPABASE_KEY}`,\n  'Content-Type': 'application/json',\n}\n\nasync function fetchInvestorsMissingLocation() {\n  const allInvestors = []\n  let offset = 0\n  const pageSize = 1000\n\n  while (true) {\n    const url = `${SUPABASE_URL}/rest/v1/investors?hq_state=is.null&hq_country=eq.USA&select=id,canonical_name,website,description,search_profile&offset=${offset}&limit=${pageSize}`\n    const res = await fetch(url, { headers: supabaseHeaders })\n\n    if (!res.ok) {\n      throw new Error(`Supabase fetch failed: ${res.status} ${await res.text()}`)\n    }\n\n    const batch = await res.json()\n    allInvestors.push(...batch)\n\n    if (batch.length < pageSize) break\n    offset += pageSize\n  }\n\n  return allInvestors\n}\n\nasync function updateInvestorPATCH(id, city, state, region) {\n  const body = {}\n  if (city !== null) body.hq_city = city\n  if (state !== null) body.hq_state = state\n  if (region !== null) body.hq_region = region\n\n  if (Object.keys(body).length === 0) return { ok: true, skipped: true }\n\n  const url = `${SUPABASE_URL}/rest/v1/investors?id=eq.${id}`\n  const res = await fetch(url, {\n    method: 'PATCH',\n    headers: {\n      ...supabaseHeaders,\n      'Prefer': 'return=minimal',\n    },\n    body: JSON.stringify(body),\n  })\n\n  if (!res.ok) {\n    const errText = await res.text()\n    return { ok: false, error: errText, status: res.status }\n  }\n  return { ok: true }\n}\n\nasync function updateInvestorRPC(id, city, state, region) {\n  const url = `${SUPABASE_URL}/rest/v1/rpc/update_investor_location`\n  const res = await fetch(url, {\n    method: 'POST',\n    headers: {\n      ...supabaseHeaders,\n      'Prefer': 'return=minimal',\n    },\n    body: JSON.stringify({\n      investor_id: id,\n      new_city: city,\n      new_state: state,\n      new_region: region,\n    }),\n  })\n\n  if (!res.ok) {\n    const errText = await res.text()\n    return { ok: false, error: errText, status: res.status }\n  }\n  return { ok: true }\n}\n\nasync function updateInvestor(id, city, state, region) {\n  if (USE_RPC) {\n    return updateInvestorRPC(id, city, state, region)\n  }\n  return updateInvestorPATCH(id, city, state, region)\n}\n\n// ── DeepSeek AI ─────────────────────────────────────────────────────────────\n\nasync function extractLocation(investor) {\n  const prompt = PROMPT_TEMPLATE\n    .replace('{canonical_name}', investor.canonical_name || 'Unknown')\n    .replace('{website}', investor.website || 'N/A')\n    .replace('{search_profile}', (investor.search_profile || investor.description || 'N/A').slice(0, 2000))\n\n  try {\n    const res = await fetch(DEEPSEEK_URL, {\n      method: 'POST',\n      headers: {\n        'Content-Type': 'application/json',\n        'Authorization': `Bearer ${DEEPSEEK_API_KEY}`,\n      },\n      body: JSON.stringify({\n        model: MODEL,\n        messages: [{ role: 'user', content: prompt }],\n        max_tokens: 150,\n        temperature: 0.2,\n      }),\n    })\n\n    if (!res.ok) {\n      const errText = await res.text()\n      throw new Error(`DeepSeek API error ${res.status}: ${errText}`)\n    }\n\n    const data = await res.json()\n    const raw = data.choices[0].message.content.trim()\n    const jsonStr = raw.replace(/^```(?:json)?\\s*/i, '').replace(/\\s*```$/i, '')\n    const parsed = JSON.parse(jsonStr)\n\n    // Validate\n    const city = typeof parsed.city === 'string' && parsed.city.length > 0 ? parsed.city : null\n    const state = typeof parsed.state === 'string' && parsed.state.length > 0 ? parsed.state : null\n    let region = typeof parsed.region === 'string' ? parsed.region.toLowerCase() : null\n    if (region && !VALID_REGIONS.includes(region)) region = null\n\n    // If we have a state but no region, derive it\n    if (state && !region) {\n      for (const [r, states] of Object.entries(REGION_MAP)) {\n        if (states.some(s => s.toLowerCase() === state.toLowerCase())) {\n          region = r\n          break\n        }\n      }\n    }\n\n    return { success: true, city, state, region }\n  } catch (error) {\n    return { success: false, error: error.message, city: null, state: null, region: null }\n  }\n}\n\n// ── Concurrency helper ──────────────────────────────────────────────────────\n\nasync function processInBatches(items, batchSize, delayMs, fn) {\n  const results = []\n  for (let i = 0; i < items.length; i += batchSize) {\n    const batch = items.slice(i, i + batchSize)\n    const batchResults = await Promise.all(batch.map(fn))\n    results.push(...batchResults)\n    if (i + batchSize < items.length) {\n      await new Promise(r => setTimeout(r, delayMs))\n    }\n  }\n  return results\n}\n\n// ── Main ────────────────────────────────────────────────────────────────────\n\nasync function main() {\n  console.log('=== Investor Location Backfill ===\\n')\n\n  // Step 1: Fetch investors missing location\n  console.log('Fetching investors with missing hq_state (USA only)...')\n  const investors = await fetchInvestorsMissingLocation()\n  console.log(`Found ${investors.length} investors to process.\\n`)\n\n  if (investors.length === 0) {\n    console.log('Nothing to do. Exiting.')\n    return\n  }\n\n  // Step 2: Extract locations via DeepSeek\n  console.log(`Extracting locations via DeepSeek (concurrency=${CONCURRENCY})...\\n`)\n\n  const results = []\n  let processed = 0\n  let locationsFound = 0\n  let locationsFailed = 0\n  let updateErrors = 0\n\n  const allResults = await processInBatches(investors, CONCURRENCY, BATCH_DELAY_MS, async (inv) => {\n    const loc = await extractLocation(inv)\n    processed++\n\n    if (processed % 50 === 0 || processed === investors.length) {\n      console.log(`  Progress: ${processed}/${investors.length} processed (${locationsFound} locations found so far)`)\n    }\n\n    const result = {\n      id: inv.id,\n      canonical_name: inv.canonical_name,\n      extracted: loc,\n      updated: false,\n    }\n\n    if (loc.success && (loc.city || loc.state || loc.region)) {\n      locationsFound++\n\n      // Step 3: Update in Supabase\n      const updateResult = await updateInvestor(inv.id, loc.city, loc.state, loc.region)\n\n      if (!updateResult.ok) {\n        // If PATCH fails due to RLS, switch to RPC\n        if (!USE_RPC && (updateResult.status === 403 || (updateResult.error && updateResult.error.includes('policy')))) {\n          console.log(`\\n  PATCH blocked by RLS (status ${updateResult.status}). Switching to RPC mode...\\n`)\n          USE_RPC = true\n\n          // Retry this one with RPC\n          const retryResult = await updateInvestorRPC(inv.id, loc.city, loc.state, loc.region)\n          if (retryResult.ok) {\n            result.updated = true\n          } else {\n            console.log(`  RPC also failed for ${inv.canonical_name}: ${retryResult.error}`)\n            updateErrors++\n            result.updateError = retryResult.error\n          }\n        } else {\n          updateErrors++\n          result.updateError = updateResult.error\n        }\n      } else {\n        result.updated = true\n      }\n    } else {\n      locationsFailed++\n    }\n\n    return result\n  })\n\n  // Step 4: Save results\n  const output = {\n    timestamp: new Date().toISOString(),\n    summary: {\n      total: investors.length,\n      locationsFound,\n      stillNull: locationsFailed,\n      updateErrors,\n      useRPC: USE_RPC,\n    },\n    results: allResults,\n  }\n\n  fs.writeFileSync(RESULTS_PATH, JSON.stringify(output, null, 2))\n  console.log(`\\nResults saved to ${RESULTS_PATH}`)\n\n  // Step 5: Summary\n  console.log('\\n=== SUMMARY ===')\n  console.log(`Total processed:   ${investors.length}`)\n  console.log(`Locations found:   ${locationsFound}`)\n  console.log(`Still null:        ${locationsFailed}`)\n  console.log(`Update errors:     ${updateErrors}`)\n  console.log(`Update method:     ${USE_RPC ? 'RPC' : 'PATCH'}`)\n  console.log('================\\n')\n}\n\nmain().catch(err => {\n  console.error('Fatal error:', err)\n  process.exit(1)\n})\n"}, "be95a9d7fbfaae474b70eadfca5a956cf6e99169": {"t": 1786068489.0875692, "n": 10855, "h": "940bd0e0a2893b52", "c": "// backfill-locations.js — Extract HQ location from search_profile/description using DeepSeek\n// Then update investors via Supabase REST API\n\nconst fs = require('fs')\nconst fetch = require('node-fetch')\n\n// ── Config ──────────────────────────────────────────────────────────────────\nconst SUPABASE_URL = 'https://fbgxeinarhbrqatrsuoj.supabase.co'\nconst SUPABASE_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImZiZ3hlaW5hcmhicnFhdHJzdW9qIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NjYzNTIyNjIsImV4cCI6MjA4MTkyODI2Mn0.k6yRcQ60OONig97VQZ-UJdmC49ijEm7kskP_2qtaW1E'\nconst DEEPSEEK_API_KEY = 'sk-d928e785a8c64d5580594c9d60c56de4'\nconst DEEPSEEK_URL = 'https://api.deepseek.com/chat/completions'\nconst MODEL = 'deepseek-chat'\n\nconst CONCURRENCY = 5\nconst BATCH_DELAY_MS = 200\nconst RESULTS_PATH = '/tmp/location-backfill-results.json'\n\n// Whether to use RPC function instead of direct PATCH\n// PATCH is blocked by RLS, so RPC is the default\nlet USE_RPC = true\n\n// ── Region mapping ──────────────────────────────────────────────────────────\nconst REGION_MAP = {\n  'midwest': ['Illinois', 'Wisconsin', 'Indiana', 'Michigan', 'Ohio', 'Minnesota', 'Iowa', 'Missouri', 'Nebraska', 'Kansas', 'North Dakota', 'South Dakota'],\n  'east-coast': ['New York', 'New Jersey', 'Connecticut', 'Massachusetts', 'Pennsylvania', 'Maryland', 'DC', 'Virginia', 'Delaware', 'Rhode Island', 'New Hampshire', 'Vermont', 'Maine'],\n  'west-coast': ['California', 'Washington', 'Oregon', 'Hawaii'],\n  'south': ['Texas', 'Florida', 'Georgia', 'North Carolina', 'South Carolina', 'Tennessee', 'Alabama', 'Louisiana', 'Mississippi', 'Arkansas', 'Kentucky', 'West Virginia', 'Oklahoma'],\n  'mountain-west': ['Colorado', 'Utah', 'Arizona', 'Nevada', 'New Mexico', 'Idaho', 'Montana', 'Wyoming', 'Alaska'],\n}\n\nconst VALID_REGIONS = Object.keys(REGION_MAP)\n\nconst PROMPT_TEMPLATE = `Given this investor's profile, determine their headquarters location.\nReturn ONLY a JSON object: {\"city\": \"...\", \"state\": \"...\", \"region\": \"...\"}\n- state must be the full US state name (e.g., \"California\", \"Illinois\", \"New York\")\n- region must be one of: midwest, west-coast, east-coast, south, mountain-west\n- If you cannot determine location, return {\"city\": null, \"state\": null, \"region\": null}\n\nRegion mapping:\n- midwest: Illinois, Wisconsin, Indiana, Michigan, Ohio, Minnesota, Iowa, Missouri, Nebraska, Kansas, North Dakota, South Dakota\n- east-coast: New York, New Jersey, Connecticut, Massachusetts, Pennsylvania, Maryland, DC, Virginia, Delaware, Rhode Island, New Hampshire, Vermont, Maine\n- west-coast: California, Washington, Oregon, Hawaii\n- south: Texas, Florida, Georgia, North Carolina, South Carolina, Tennessee, Alabama, Louisiana, Mississippi, Arkansas, Kentucky, West Virginia, Oklahoma\n- mountain-west: Colorado, Utah, Arizona, Nevada, New Mexico, Idaho, Montana, Wyoming, Alaska\n\nInvestor: {canonical_name}\nWebsite: {website}\nProfile: {search_profile}`\n\n// ── Supabase helpers ────────────────────────────────────────────────────────\n\nconst supabaseHeaders = {\n  'apikey': SUPABASE_KEY,\n  'Authorization': `Bearer ${SUPABASE_KEY}`,\n  'Content-Type': 'application/json',\n}\n\nasync function fetchInvestorsMissingLocation() {\n  const allInvestors = []\n  let offset = 0\n  const pageSize = 1000\n\n  while (true) {\n    const url = `${SUPABASE_URL}/rest/v1/investors?hq_state=is.null&hq_country=eq.USA&select=id,canonical_name,website,description,search_profile&offset=${offset}&limit=${pageSize}`\n    const res = await fetch(url, { headers: supabaseHeaders })\n\n    if (!res.ok) {\n      throw new Error(`Supabase fetch failed: ${res.status} ${await res.text()}`)\n    }\n\n    const batch = await res.json()\n    allInvestors.push(...batch)\n\n    if (batch.length < pageSize) break\n    offset += pageSize\n  }\n\n  return allInvestors\n}\n\nasync function updateInvestorPATCH(id, city, state, region) {\n  const body = {}\n  if (city !== null) body.hq_city = city\n  if (state !== null) body.hq_state = state\n  if (region !== null) body.hq_region = region\n\n  if (Object.keys(body).length === 0) return { ok: true, skipped: true }\n\n  const url = `${SUPABASE_URL}/rest/v1/investors?id=eq.${id}`\n  const res = await fetch(url, {\n    method: 'PATCH',\n    headers: {\n      ...supabaseHeaders,\n      'Prefer': 'return=minimal',\n    },\n    body: JSON.stringify(body),\n  })\n\n  if (!res.ok) {\n    const errText = await res.text()\n    return { ok: false, error: errText, status: res.status }\n  }\n  return { ok: true }\n}\n\nasync function updateInvestorRPC(id, city, state, region) {\n  const url = `${SUPABASE_URL}/rest/v1/rpc/update_investor_location`\n  const res = await fetch(url, {\n    method: 'POST',\n    headers: {\n      ...supabaseHeaders,\n      'Prefer': 'return=minimal',\n    },\n    body: JSON.stringify({\n      investor_id: id,\n      new_city: city,\n      new_state: state,\n      new_region: region,\n    }),\n  })\n\n  if (!res.ok) {\n    const errText = await res.text()\n    return { ok: false, error: errText, status: res.status }\n  }\n  return { ok: true }\n}\n\nasync function updateInvestor(id, city, state, region) {\n  if (USE_RPC) {\n    return updateInvestorRPC(id, city, state, region)\n  }\n  return updateInvestorPATCH(id, city, state, region)\n}\n\n// ── DeepSeek AI ─────────────────────────────────────────────────────────────\n\nasync function extractLocation(investor) {\n  const prompt = PROMPT_TEMPLATE\n    .replace('{canonical_name}', investor.canonical_name || 'Unknown')\n    .replace('{website}', investor.website || 'N/A')\n    .replace('{search_profile}', (investor.search_profile || investor.description || 'N/A').slice(0, 2000))\n\n  try {\n    const res = await fetch(DEEPSEEK_URL, {\n      method: 'POST',\n      headers: {\n        'Content-Type': 'application/json',\n        'Authorization': `Bearer ${DEEPSEEK_API_KEY}`,\n      },\n      body: JSON.stringify({\n        model: MODEL,\n        messages: [{ role: 'user', content: prompt }],\n        max_tokens: 150,\n        temperature: 0.2,\n      }),\n    })\n\n    if (!res.ok) {\n      const errText = await res.text()\n      throw new Error(`DeepSeek API error ${res.status}: ${errText}`)\n    }\n\n    const data = await res.json()\n    const raw = data.choices[0].message.content.trim()\n    const jsonStr = raw.replace(/^```(?:json)?\\s*/i, '').replace(/\\s*```$/i, '')\n    const parsed = JSON.parse(jsonStr)\n\n    // Validate\n    const city = typeof parsed.city === 'string' && parsed.city.length > 0 ? parsed.city : null\n    const state = typeof parsed.state === 'string' && parsed.state.length > 0 ? parsed.state : null\n    let region = typeof parsed.region === 'string' ? parsed.region.toLowerCase() : null\n    if (region && !VALID_REGIONS.includes(region)) region = null\n\n    // If we have a state but no region, derive it\n    if (state && !region) {\n      for (const [r, states] of Object.entries(REGION_MAP)) {\n        if (states.some(s => s.toLowerCase() === state.toLowerCase())) {\n          region = r\n          break\n        }\n      }\n    }\n\n    return { success: true, city, state, region }\n  } catch (error) {\n    return { success: false, error: error.message, city: null, state: null, region: null }\n  }\n}\n\n// ── Concurrency helper ──────────────────────────────────────────────────────\n\nasync function processInBatches(items, batchSize, delayMs, fn) {\n  const results = []\n  for (let i = 0; i < items.length; i += batchSize) {\n    const batch = items.slice(i, i + batchSize)\n    const batchResults = await Promise.all(batch.map(fn))\n    results.push(...batchResults)\n    if (i + batchSize < items.length) {\n      await new Promise(r => setTimeout(r, delayMs))\n    }\n  }\n  return results\n}\n\n// ── Main ────────────────────────────────────────────────────────────────────\n\nasync function main() {\n  console.log('=== Investor Location Backfill ===\\n')\n\n  // Step 1: Fetch investors missing location\n  console.log('Fetching investors with missing hq_state (USA only)...')\n  const investors = await fetchInvestorsMissingLocation()\n  console.log(`Found ${investors.length} investors to process.\\n`)\n\n  if (investors.length === 0) {\n    console.log('Nothing to do. Exiting.')\n    return\n  }\n\n  // Step 2: Extract locations via DeepSeek\n  console.log(`Extracting locations via DeepSeek (concurrency=${CONCURRENCY})...\\n`)\n\n  const results = []\n  let processed = 0\n  let locationsFound = 0\n  let locationsFailed = 0\n  let updateErrors = 0\n\n  const allResults = await processInBatches(investors, CONCURRENCY, BATCH_DELAY_MS, async (inv) => {\n    const loc = await extractLocation(inv)\n    processed++\n\n    if (processed % 50 === 0 || processed === investors.length) {\n      console.log(`  Progress: ${processed}/${investors.length} processed (${locationsFound} locations found so far)`)\n    }\n\n    const result = {\n      id: inv.id,\n      canonical_name: inv.canonical_name,\n      extracted: loc,\n      updated: false,\n    }\n\n    if (loc.success && (loc.city || loc.state || loc.region)) {\n      locationsFound++\n\n      // Step 3: Update in Supabase\n      const updateResult = await updateInvestor(inv.id, loc.city, loc.state, loc.region)\n\n      if (!updateResult.ok) {\n        // If PATCH fails due to RLS, switch to RPC\n        if (!USE_RPC && (updateResult.status === 403 || (updateResult.error && updateResult.error.includes('policy')))) {\n          console.log(`\\n  PATCH blocked by RLS (status ${updateResult.status}). Switching to RPC mode...\\n`)\n          USE_RPC = true\n\n          // Retry this one with RPC\n          const retryResult = await updateInvestorRPC(inv.id, loc.city, loc.state, loc.region)\n          if (retryResult.ok) {\n            result.updated = true\n          } else {\n            console.log(`  RPC also failed for ${inv.canonical_name}: ${retryResult.error}`)\n            updateErrors++\n            result.updateError = retryResult.error\n          }\n        } else {\n          updateErrors++\n          result.updateError = updateResult.error\n        }\n      } else {\n        result.updated = true\n      }\n    } else {\n      locationsFailed++\n    }\n\n    return result\n  })\n\n  // Step 4: Save results\n  const output = {\n    timestamp: new Date().toISOString(),\n    summary: {\n      total: investors.length,\n      locationsFound,\n      stillNull: locationsFailed,\n      updateErrors,\n      useRPC: USE_RPC,\n    },\n    results: allResults,\n  }\n\n  fs.writeFileSync(RESULTS_PATH, JSON.stringify(output, null, 2))\n  console.log(`\\nResults saved to ${RESULTS_PATH}`)\n\n  // Step 5: Summary\n  console.log('\\n=== SUMMARY ===')\n  console.log(`Total processed:   ${investors.length}`)\n  console.log(`Locations found:   ${locationsFound}`)\n  console.log(`Still null:        ${locationsFailed}`)\n  console.log(`Update errors:     ${updateErrors}`)\n  console.log(`Update method:     ${USE_RPC ? 'RPC' : 'PATCH'}`)\n  console.log('================\\n')\n}\n\nmain().catch(err => {\n  console.error('Fatal error:', err)\n  process.exit(1)\n})\n"}}, "tools/investor-harvester/src/fix-countries.js": {"f5ca936971b96054f07d4b5ae007ed67e3399c3f": {"t": 1785746703.4149702, "n": 8321, "h": "79f570d295b556ae", "c": "/**\n * fix-countries.js\n *\n * Fixes ~66 investors tagged hq_country='USA' that are actually based in other countries.\n * Uses DeepSeek to analyze search_profile text and determine actual HQ country/city.\n * Then updates via Supabase REST RPCs.\n */\n\nconst SUPABASE_URL = 'https://fbgxeinarhbrqatrsuoj.supabase.co';\nconst SUPABASE_ANON_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImZiZ3hlaW5hcmhicnFhdHJzdW9qIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NjYzNTIyNjIsImV4cCI6MjA4MTkyODI2Mn0.k6yRcQ60OONig97VQZ-UJdmC49ijEm7kskP_2qtaW1E';\nconst DEEPSEEK_API_KEY = 'sk-d928e785a8c64d5580594c9d60c56de4';\nconst DEEPSEEK_URL = 'https://api.deepseek.com/chat/completions';\n\nconst CONCURRENCY = 5;\nconst BATCH_DELAY_MS = 200;\n\nasync function fetchMistaggedInvestors() {\n  // Build the OR filter for search_profile keywords\n  const keywords = [\n    'Europe', 'European', 'Dutch', 'Israel', 'London', 'Berlin',\n    'across Europe', 'Irish', 'Ireland', 'UK ', 'United Kingdom',\n    'Nordic', 'Scandinavian', 'Paris', 'Singapore', 'Hong Kong',\n    'Mexico', 'India', 'Chinese', 'Japan', 'Korean'\n  ];\n\n  const orFilters = keywords.map(kw => `search_profile.ilike.*${kw}*`).join(',');\n\n  const url = new URL(`${SUPABASE_URL}/rest/v1/investors`);\n  url.searchParams.set('hq_country', 'eq.USA');\n  url.searchParams.set('hq_state', 'is.null');\n  url.searchParams.set('or', `(${orFilters})`);\n  url.searchParams.set('select', 'id,canonical_name,website,search_profile,description');\n\n  const res = await fetch(url.toString(), {\n    headers: {\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to fetch investors: ${res.status} ${text}`);\n  }\n\n  return res.json();\n}\n\nasync function classifyWithDeepSeek(investor) {\n  const prompt = `Given this investor's profile, determine their actual headquarters country and city. Return ONLY JSON: {\"country\": \"...\", \"city\": \"...\", \"state\": \"...\", \"region\": \"...\"}\n- country: actual country name (e.g., 'UK', 'Germany', 'Israel', 'Singapore', 'France')\n- city: city name or null\n- state: state name or null (only for US investors)\n- region: one of: midwest, west-coast, east-coast, south, mountain-west, europe, asia, africa, latam, mena, canada, oceania\n- If they are ACTUALLY US-based, return {\"country\": \"USA\", \"city\": null, \"state\": null, \"region\": null}\n\nInvestor: ${investor.canonical_name}\nWebsite: ${investor.website || 'N/A'}\nProfile: ${investor.search_profile || investor.description || 'N/A'}`;\n\n  const res = await fetch(DEEPSEEK_URL, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'Authorization': `Bearer ${DEEPSEEK_API_KEY}`,\n    },\n    body: JSON.stringify({\n      model: 'deepseek-chat',\n      messages: [\n        { role: 'system', content: 'You are a data classification assistant. Return only valid JSON, no markdown fences, no extra text.' },\n        { role: 'user', content: prompt },\n      ],\n      temperature: 0.1,\n      max_tokens: 200,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`DeepSeek API error: ${res.status} ${text}`);\n  }\n\n  const data = await res.json();\n  const content = data.choices[0].message.content.trim();\n\n  // Parse JSON, handling potential markdown fences\n  let cleaned = content;\n  if (cleaned.startsWith('```')) {\n    cleaned = cleaned.replace(/^```(?:json)?\\n?/, '').replace(/\\n?```$/, '');\n  }\n\n  try {\n    return JSON.parse(cleaned);\n  } catch (e) {\n    console.error(`  Failed to parse DeepSeek response for ${investor.canonical_name}: ${content}`);\n    return null;\n  }\n}\n\nasync function updateInvestorCountry(investorId, newCountry) {\n  const res = await fetch(`${SUPABASE_URL}/rest/v1/rpc/update_investor_country`, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n    body: JSON.stringify({\n      investor_id: investorId,\n      new_country: newCountry,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to update country for ${investorId}: ${res.status} ${text}`);\n  }\n}\n\nasync function updateInvestorLocation(investorId, city, state, region) {\n  const res = await fetch(`${SUPABASE_URL}/rest/v1/rpc/update_investor_location`, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n    body: JSON.stringify({\n      investor_id: investorId,\n      new_city: city || null,\n      new_state: state || null,\n      new_region: region || null,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to update location for ${investorId}: ${res.status} ${text}`);\n  }\n}\n\nfunction sleep(ms) {\n  return new Promise(resolve => setTimeout(resolve, ms));\n}\n\nasync function processBatch(batch, results) {\n  const promises = batch.map(async (investor) => {\n    try {\n      const classification = await classifyWithDeepSeek(investor);\n      if (!classification) {\n        results.errors.push(investor.canonical_name);\n        return;\n      }\n\n      results.processed++;\n\n      if (classification.country && classification.country !== 'USA') {\n        // Update country\n        await updateInvestorCountry(investor.id, classification.country);\n        // Update location (city, state, region)\n        await updateInvestorLocation(\n          investor.id,\n          classification.city,\n          classification.state,\n          classification.region\n        );\n\n        results.reclassified++;\n        const countryKey = classification.country;\n        results.byCountry[countryKey] = (results.byCountry[countryKey] || 0) + 1;\n\n        console.log(`  RECLASSIFIED: ${investor.canonical_name} -> ${classification.country} (${classification.city || 'no city'}, region: ${classification.region || 'none'})`);\n      } else {\n        results.keptUSA++;\n        console.log(`  KEPT USA: ${investor.canonical_name}`);\n      }\n    } catch (err) {\n      console.error(`  ERROR processing ${investor.canonical_name}: ${err.message}`);\n      results.errors.push(investor.canonical_name);\n    }\n  });\n\n  await Promise.all(promises);\n}\n\nasync function main() {\n  console.log('=== Investor Country Fix Script ===\\n');\n\n  // Step 1: Fetch mistagged investors\n  console.log('Fetching investors with hq_country=USA, hq_state=NULL, and non-US keywords in profile...');\n  const investors = await fetchMistaggedInvestors();\n  console.log(`Found ${investors.length} investors to check.\\n`);\n\n  if (investors.length === 0) {\n    console.log('No investors to process. Exiting.');\n    return;\n  }\n\n  // Step 2: Process in batches of CONCURRENCY\n  const results = {\n    processed: 0,\n    reclassified: 0,\n    keptUSA: 0,\n    errors: [],\n    byCountry: {},\n  };\n\n  for (let i = 0; i < investors.length; i += CONCURRENCY) {\n    const batch = investors.slice(i, i + CONCURRENCY);\n    const batchNum = Math.floor(i / CONCURRENCY) + 1;\n    const totalBatches = Math.ceil(investors.length / CONCURRENCY);\n\n    if (i % 20 === 0 || i === 0) {\n      console.log(`\\n--- Progress: ${i}/${investors.length} investors processed (batch ${batchNum}/${totalBatches}) ---`);\n    }\n\n    await processBatch(batch, results);\n\n    if (i + CONCURRENCY < investors.length) {\n      await sleep(BATCH_DELAY_MS);\n    }\n  }\n\n  // Step 3: Print summary\n  console.log('\\n\\n========== SUMMARY ==========');\n  console.log(`Total fetched:    ${investors.length}`);\n  console.log(`Total processed:  ${results.processed}`);\n  console.log(`Reclassified:     ${results.reclassified}`);\n  console.log(`Kept as USA:      ${results.keptUSA}`);\n  console.log(`Errors:           ${results.errors.length}`);\n\n  if (results.errors.length > 0) {\n    console.log(`\\nError investors: ${results.errors.join(', ')}`);\n  }\n\n  console.log('\\n--- By Country Breakdown ---');\n  const sorted = Object.entries(results.byCountry).sort((a, b) => b[1] - a[1]);\n  for (const [country, count] of sorted) {\n    console.log(`  ${country}: ${count}`);\n  }\n  console.log('=============================\\n');\n}\n\nmain().catch(err => {\n  console.error('Fatal error:', err);\n  process.exit(1);\n});\n"}, "d8888e64b5c232e6e53e41dac148e23d3b6f2c3f": {"t": 1785767083.986915, "n": 8321, "h": "79f570d295b556ae", "c": "/**\n * fix-countries.js\n *\n * Fixes ~66 investors tagged hq_country='USA' that are actually based in other countries.\n * Uses DeepSeek to analyze search_profile text and determine actual HQ country/city.\n * Then updates via Supabase REST RPCs.\n */\n\nconst SUPABASE_URL = 'https://fbgxeinarhbrqatrsuoj.supabase.co';\nconst SUPABASE_ANON_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImZiZ3hlaW5hcmhicnFhdHJzdW9qIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NjYzNTIyNjIsImV4cCI6MjA4MTkyODI2Mn0.k6yRcQ60OONig97VQZ-UJdmC49ijEm7kskP_2qtaW1E';\nconst DEEPSEEK_API_KEY = 'sk-d928e785a8c64d5580594c9d60c56de4';\nconst DEEPSEEK_URL = 'https://api.deepseek.com/chat/completions';\n\nconst CONCURRENCY = 5;\nconst BATCH_DELAY_MS = 200;\n\nasync function fetchMistaggedInvestors() {\n  // Build the OR filter for search_profile keywords\n  const keywords = [\n    'Europe', 'European', 'Dutch', 'Israel', 'London', 'Berlin',\n    'across Europe', 'Irish', 'Ireland', 'UK ', 'United Kingdom',\n    'Nordic', 'Scandinavian', 'Paris', 'Singapore', 'Hong Kong',\n    'Mexico', 'India', 'Chinese', 'Japan', 'Korean'\n  ];\n\n  const orFilters = keywords.map(kw => `search_profile.ilike.*${kw}*`).join(',');\n\n  const url = new URL(`${SUPABASE_URL}/rest/v1/investors`);\n  url.searchParams.set('hq_country', 'eq.USA');\n  url.searchParams.set('hq_state', 'is.null');\n  url.searchParams.set('or', `(${orFilters})`);\n  url.searchParams.set('select', 'id,canonical_name,website,search_profile,description');\n\n  const res = await fetch(url.toString(), {\n    headers: {\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to fetch investors: ${res.status} ${text}`);\n  }\n\n  return res.json();\n}\n\nasync function classifyWithDeepSeek(investor) {\n  const prompt = `Given this investor's profile, determine their actual headquarters country and city. Return ONLY JSON: {\"country\": \"...\", \"city\": \"...\", \"state\": \"...\", \"region\": \"...\"}\n- country: actual country name (e.g., 'UK', 'Germany', 'Israel', 'Singapore', 'France')\n- city: city name or null\n- state: state name or null (only for US investors)\n- region: one of: midwest, west-coast, east-coast, south, mountain-west, europe, asia, africa, latam, mena, canada, oceania\n- If they are ACTUALLY US-based, return {\"country\": \"USA\", \"city\": null, \"state\": null, \"region\": null}\n\nInvestor: ${investor.canonical_name}\nWebsite: ${investor.website || 'N/A'}\nProfile: ${investor.search_profile || investor.description || 'N/A'}`;\n\n  const res = await fetch(DEEPSEEK_URL, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'Authorization': `Bearer ${DEEPSEEK_API_KEY}`,\n    },\n    body: JSON.stringify({\n      model: 'deepseek-chat',\n      messages: [\n        { role: 'system', content: 'You are a data classification assistant. Return only valid JSON, no markdown fences, no extra text.' },\n        { role: 'user', content: prompt },\n      ],\n      temperature: 0.1,\n      max_tokens: 200,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`DeepSeek API error: ${res.status} ${text}`);\n  }\n\n  const data = await res.json();\n  const content = data.choices[0].message.content.trim();\n\n  // Parse JSON, handling potential markdown fences\n  let cleaned = content;\n  if (cleaned.startsWith('```')) {\n    cleaned = cleaned.replace(/^```(?:json)?\\n?/, '').replace(/\\n?```$/, '');\n  }\n\n  try {\n    return JSON.parse(cleaned);\n  } catch (e) {\n    console.error(`  Failed to parse DeepSeek response for ${investor.canonical_name}: ${content}`);\n    return null;\n  }\n}\n\nasync function updateInvestorCountry(investorId, newCountry) {\n  const res = await fetch(`${SUPABASE_URL}/rest/v1/rpc/update_investor_country`, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n    body: JSON.stringify({\n      investor_id: investorId,\n      new_country: newCountry,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to update country for ${investorId}: ${res.status} ${text}`);\n  }\n}\n\nasync function updateInvestorLocation(investorId, city, state, region) {\n  const res = await fetch(`${SUPABASE_URL}/rest/v1/rpc/update_investor_location`, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n    body: JSON.stringify({\n      investor_id: investorId,\n      new_city: city || null,\n      new_state: state || null,\n      new_region: region || null,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to update location for ${investorId}: ${res.status} ${text}`);\n  }\n}\n\nfunction sleep(ms) {\n  return new Promise(resolve => setTimeout(resolve, ms));\n}\n\nasync function processBatch(batch, results) {\n  const promises = batch.map(async (investor) => {\n    try {\n      const classification = await classifyWithDeepSeek(investor);\n      if (!classification) {\n        results.errors.push(investor.canonical_name);\n        return;\n      }\n\n      results.processed++;\n\n      if (classification.country && classification.country !== 'USA') {\n        // Update country\n        await updateInvestorCountry(investor.id, classification.country);\n        // Update location (city, state, region)\n        await updateInvestorLocation(\n          investor.id,\n          classification.city,\n          classification.state,\n          classification.region\n        );\n\n        results.reclassified++;\n        const countryKey = classification.country;\n        results.byCountry[countryKey] = (results.byCountry[countryKey] || 0) + 1;\n\n        console.log(`  RECLASSIFIED: ${investor.canonical_name} -> ${classification.country} (${classification.city || 'no city'}, region: ${classification.region || 'none'})`);\n      } else {\n        results.keptUSA++;\n        console.log(`  KEPT USA: ${investor.canonical_name}`);\n      }\n    } catch (err) {\n      console.error(`  ERROR processing ${investor.canonical_name}: ${err.message}`);\n      results.errors.push(investor.canonical_name);\n    }\n  });\n\n  await Promise.all(promises);\n}\n\nasync function main() {\n  console.log('=== Investor Country Fix Script ===\\n');\n\n  // Step 1: Fetch mistagged investors\n  console.log('Fetching investors with hq_country=USA, hq_state=NULL, and non-US keywords in profile...');\n  const investors = await fetchMistaggedInvestors();\n  console.log(`Found ${investors.length} investors to check.\\n`);\n\n  if (investors.length === 0) {\n    console.log('No investors to process. Exiting.');\n    return;\n  }\n\n  // Step 2: Process in batches of CONCURRENCY\n  const results = {\n    processed: 0,\n    reclassified: 0,\n    keptUSA: 0,\n    errors: [],\n    byCountry: {},\n  };\n\n  for (let i = 0; i < investors.length; i += CONCURRENCY) {\n    const batch = investors.slice(i, i + CONCURRENCY);\n    const batchNum = Math.floor(i / CONCURRENCY) + 1;\n    const totalBatches = Math.ceil(investors.length / CONCURRENCY);\n\n    if (i % 20 === 0 || i === 0) {\n      console.log(`\\n--- Progress: ${i}/${investors.length} investors processed (batch ${batchNum}/${totalBatches}) ---`);\n    }\n\n    await processBatch(batch, results);\n\n    if (i + CONCURRENCY < investors.length) {\n      await sleep(BATCH_DELAY_MS);\n    }\n  }\n\n  // Step 3: Print summary\n  console.log('\\n\\n========== SUMMARY ==========');\n  console.log(`Total fetched:    ${investors.length}`);\n  console.log(`Total processed:  ${results.processed}`);\n  console.log(`Reclassified:     ${results.reclassified}`);\n  console.log(`Kept as USA:      ${results.keptUSA}`);\n  console.log(`Errors:           ${results.errors.length}`);\n\n  if (results.errors.length > 0) {\n    console.log(`\\nError investors: ${results.errors.join(', ')}`);\n  }\n\n  console.log('\\n--- By Country Breakdown ---');\n  const sorted = Object.entries(results.byCountry).sort((a, b) => b[1] - a[1]);\n  for (const [country, count] of sorted) {\n    console.log(`  ${country}: ${count}`);\n  }\n  console.log('=============================\\n');\n}\n\nmain().catch(err => {\n  console.error('Fatal error:', err);\n  process.exit(1);\n});\n"}, "06098332267a6a2bbdee585f61c04c6b89d71023": {"t": 1786067874.4801393, "n": 8321, "h": "79f570d295b556ae", "c": "/**\n * fix-countries.js\n *\n * Fixes ~66 investors tagged hq_country='USA' that are actually based in other countries.\n * Uses DeepSeek to analyze search_profile text and determine actual HQ country/city.\n * Then updates via Supabase REST RPCs.\n */\n\nconst SUPABASE_URL = 'https://fbgxeinarhbrqatrsuoj.supabase.co';\nconst SUPABASE_ANON_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImZiZ3hlaW5hcmhicnFhdHJzdW9qIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NjYzNTIyNjIsImV4cCI6MjA4MTkyODI2Mn0.k6yRcQ60OONig97VQZ-UJdmC49ijEm7kskP_2qtaW1E';\nconst DEEPSEEK_API_KEY = 'sk-d928e785a8c64d5580594c9d60c56de4';\nconst DEEPSEEK_URL = 'https://api.deepseek.com/chat/completions';\n\nconst CONCURRENCY = 5;\nconst BATCH_DELAY_MS = 200;\n\nasync function fetchMistaggedInvestors() {\n  // Build the OR filter for search_profile keywords\n  const keywords = [\n    'Europe', 'European', 'Dutch', 'Israel', 'London', 'Berlin',\n    'across Europe', 'Irish', 'Ireland', 'UK ', 'United Kingdom',\n    'Nordic', 'Scandinavian', 'Paris', 'Singapore', 'Hong Kong',\n    'Mexico', 'India', 'Chinese', 'Japan', 'Korean'\n  ];\n\n  const orFilters = keywords.map(kw => `search_profile.ilike.*${kw}*`).join(',');\n\n  const url = new URL(`${SUPABASE_URL}/rest/v1/investors`);\n  url.searchParams.set('hq_country', 'eq.USA');\n  url.searchParams.set('hq_state', 'is.null');\n  url.searchParams.set('or', `(${orFilters})`);\n  url.searchParams.set('select', 'id,canonical_name,website,search_profile,description');\n\n  const res = await fetch(url.toString(), {\n    headers: {\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to fetch investors: ${res.status} ${text}`);\n  }\n\n  return res.json();\n}\n\nasync function classifyWithDeepSeek(investor) {\n  const prompt = `Given this investor's profile, determine their actual headquarters country and city. Return ONLY JSON: {\"country\": \"...\", \"city\": \"...\", \"state\": \"...\", \"region\": \"...\"}\n- country: actual country name (e.g., 'UK', 'Germany', 'Israel', 'Singapore', 'France')\n- city: city name or null\n- state: state name or null (only for US investors)\n- region: one of: midwest, west-coast, east-coast, south, mountain-west, europe, asia, africa, latam, mena, canada, oceania\n- If they are ACTUALLY US-based, return {\"country\": \"USA\", \"city\": null, \"state\": null, \"region\": null}\n\nInvestor: ${investor.canonical_name}\nWebsite: ${investor.website || 'N/A'}\nProfile: ${investor.search_profile || investor.description || 'N/A'}`;\n\n  const res = await fetch(DEEPSEEK_URL, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'Authorization': `Bearer ${DEEPSEEK_API_KEY}`,\n    },\n    body: JSON.stringify({\n      model: 'deepseek-chat',\n      messages: [\n        { role: 'system', content: 'You are a data classification assistant. Return only valid JSON, no markdown fences, no extra text.' },\n        { role: 'user', content: prompt },\n      ],\n      temperature: 0.1,\n      max_tokens: 200,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`DeepSeek API error: ${res.status} ${text}`);\n  }\n\n  const data = await res.json();\n  const content = data.choices[0].message.content.trim();\n\n  // Parse JSON, handling potential markdown fences\n  let cleaned = content;\n  if (cleaned.startsWith('```')) {\n    cleaned = cleaned.replace(/^```(?:json)?\\n?/, '').replace(/\\n?```$/, '');\n  }\n\n  try {\n    return JSON.parse(cleaned);\n  } catch (e) {\n    console.error(`  Failed to parse DeepSeek response for ${investor.canonical_name}: ${content}`);\n    return null;\n  }\n}\n\nasync function updateInvestorCountry(investorId, newCountry) {\n  const res = await fetch(`${SUPABASE_URL}/rest/v1/rpc/update_investor_country`, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n    body: JSON.stringify({\n      investor_id: investorId,\n      new_country: newCountry,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to update country for ${investorId}: ${res.status} ${text}`);\n  }\n}\n\nasync function updateInvestorLocation(investorId, city, state, region) {\n  const res = await fetch(`${SUPABASE_URL}/rest/v1/rpc/update_investor_location`, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n    body: JSON.stringify({\n      investor_id: investorId,\n      new_city: city || null,\n      new_state: state || null,\n      new_region: region || null,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to update location for ${investorId}: ${res.status} ${text}`);\n  }\n}\n\nfunction sleep(ms) {\n  return new Promise(resolve => setTimeout(resolve, ms));\n}\n\nasync function processBatch(batch, results) {\n  const promises = batch.map(async (investor) => {\n    try {\n      const classification = await classifyWithDeepSeek(investor);\n      if (!classification) {\n        results.errors.push(investor.canonical_name);\n        return;\n      }\n\n      results.processed++;\n\n      if (classification.country && classification.country !== 'USA') {\n        // Update country\n        await updateInvestorCountry(investor.id, classification.country);\n        // Update location (city, state, region)\n        await updateInvestorLocation(\n          investor.id,\n          classification.city,\n          classification.state,\n          classification.region\n        );\n\n        results.reclassified++;\n        const countryKey = classification.country;\n        results.byCountry[countryKey] = (results.byCountry[countryKey] || 0) + 1;\n\n        console.log(`  RECLASSIFIED: ${investor.canonical_name} -> ${classification.country} (${classification.city || 'no city'}, region: ${classification.region || 'none'})`);\n      } else {\n        results.keptUSA++;\n        console.log(`  KEPT USA: ${investor.canonical_name}`);\n      }\n    } catch (err) {\n      console.error(`  ERROR processing ${investor.canonical_name}: ${err.message}`);\n      results.errors.push(investor.canonical_name);\n    }\n  });\n\n  await Promise.all(promises);\n}\n\nasync function main() {\n  console.log('=== Investor Country Fix Script ===\\n');\n\n  // Step 1: Fetch mistagged investors\n  console.log('Fetching investors with hq_country=USA, hq_state=NULL, and non-US keywords in profile...');\n  const investors = await fetchMistaggedInvestors();\n  console.log(`Found ${investors.length} investors to check.\\n`);\n\n  if (investors.length === 0) {\n    console.log('No investors to process. Exiting.');\n    return;\n  }\n\n  // Step 2: Process in batches of CONCURRENCY\n  const results = {\n    processed: 0,\n    reclassified: 0,\n    keptUSA: 0,\n    errors: [],\n    byCountry: {},\n  };\n\n  for (let i = 0; i < investors.length; i += CONCURRENCY) {\n    const batch = investors.slice(i, i + CONCURRENCY);\n    const batchNum = Math.floor(i / CONCURRENCY) + 1;\n    const totalBatches = Math.ceil(investors.length / CONCURRENCY);\n\n    if (i % 20 === 0 || i === 0) {\n      console.log(`\\n--- Progress: ${i}/${investors.length} investors processed (batch ${batchNum}/${totalBatches}) ---`);\n    }\n\n    await processBatch(batch, results);\n\n    if (i + CONCURRENCY < investors.length) {\n      await sleep(BATCH_DELAY_MS);\n    }\n  }\n\n  // Step 3: Print summary\n  console.log('\\n\\n========== SUMMARY ==========');\n  console.log(`Total fetched:    ${investors.length}`);\n  console.log(`Total processed:  ${results.processed}`);\n  console.log(`Reclassified:     ${results.reclassified}`);\n  console.log(`Kept as USA:      ${results.keptUSA}`);\n  console.log(`Errors:           ${results.errors.length}`);\n\n  if (results.errors.length > 0) {\n    console.log(`\\nError investors: ${results.errors.join(', ')}`);\n  }\n\n  console.log('\\n--- By Country Breakdown ---');\n  const sorted = Object.entries(results.byCountry).sort((a, b) => b[1] - a[1]);\n  for (const [country, count] of sorted) {\n    console.log(`  ${country}: ${count}`);\n  }\n  console.log('=============================\\n');\n}\n\nmain().catch(err => {\n  console.error('Fatal error:', err);\n  process.exit(1);\n});\n"}, "be95a9d7fbfaae474b70eadfca5a956cf6e99169": {"t": 1786068488.8244326, "n": 8321, "h": "79f570d295b556ae", "c": "/**\n * fix-countries.js\n *\n * Fixes ~66 investors tagged hq_country='USA' that are actually based in other countries.\n * Uses DeepSeek to analyze search_profile text and determine actual HQ country/city.\n * Then updates via Supabase REST RPCs.\n */\n\nconst SUPABASE_URL = 'https://fbgxeinarhbrqatrsuoj.supabase.co';\nconst SUPABASE_ANON_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImZiZ3hlaW5hcmhicnFhdHJzdW9qIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NjYzNTIyNjIsImV4cCI6MjA4MTkyODI2Mn0.k6yRcQ60OONig97VQZ-UJdmC49ijEm7kskP_2qtaW1E';\nconst DEEPSEEK_API_KEY = 'sk-d928e785a8c64d5580594c9d60c56de4';\nconst DEEPSEEK_URL = 'https://api.deepseek.com/chat/completions';\n\nconst CONCURRENCY = 5;\nconst BATCH_DELAY_MS = 200;\n\nasync function fetchMistaggedInvestors() {\n  // Build the OR filter for search_profile keywords\n  const keywords = [\n    'Europe', 'European', 'Dutch', 'Israel', 'London', 'Berlin',\n    'across Europe', 'Irish', 'Ireland', 'UK ', 'United Kingdom',\n    'Nordic', 'Scandinavian', 'Paris', 'Singapore', 'Hong Kong',\n    'Mexico', 'India', 'Chinese', 'Japan', 'Korean'\n  ];\n\n  const orFilters = keywords.map(kw => `search_profile.ilike.*${kw}*`).join(',');\n\n  const url = new URL(`${SUPABASE_URL}/rest/v1/investors`);\n  url.searchParams.set('hq_country', 'eq.USA');\n  url.searchParams.set('hq_state', 'is.null');\n  url.searchParams.set('or', `(${orFilters})`);\n  url.searchParams.set('select', 'id,canonical_name,website,search_profile,description');\n\n  const res = await fetch(url.toString(), {\n    headers: {\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to fetch investors: ${res.status} ${text}`);\n  }\n\n  return res.json();\n}\n\nasync function classifyWithDeepSeek(investor) {\n  const prompt = `Given this investor's profile, determine their actual headquarters country and city. Return ONLY JSON: {\"country\": \"...\", \"city\": \"...\", \"state\": \"...\", \"region\": \"...\"}\n- country: actual country name (e.g., 'UK', 'Germany', 'Israel', 'Singapore', 'France')\n- city: city name or null\n- state: state name or null (only for US investors)\n- region: one of: midwest, west-coast, east-coast, south, mountain-west, europe, asia, africa, latam, mena, canada, oceania\n- If they are ACTUALLY US-based, return {\"country\": \"USA\", \"city\": null, \"state\": null, \"region\": null}\n\nInvestor: ${investor.canonical_name}\nWebsite: ${investor.website || 'N/A'}\nProfile: ${investor.search_profile || investor.description || 'N/A'}`;\n\n  const res = await fetch(DEEPSEEK_URL, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'Authorization': `Bearer ${DEEPSEEK_API_KEY}`,\n    },\n    body: JSON.stringify({\n      model: 'deepseek-chat',\n      messages: [\n        { role: 'system', content: 'You are a data classification assistant. Return only valid JSON, no markdown fences, no extra text.' },\n        { role: 'user', content: prompt },\n      ],\n      temperature: 0.1,\n      max_tokens: 200,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`DeepSeek API error: ${res.status} ${text}`);\n  }\n\n  const data = await res.json();\n  const content = data.choices[0].message.content.trim();\n\n  // Parse JSON, handling potential markdown fences\n  let cleaned = content;\n  if (cleaned.startsWith('```')) {\n    cleaned = cleaned.replace(/^```(?:json)?\\n?/, '').replace(/\\n?```$/, '');\n  }\n\n  try {\n    return JSON.parse(cleaned);\n  } catch (e) {\n    console.error(`  Failed to parse DeepSeek response for ${investor.canonical_name}: ${content}`);\n    return null;\n  }\n}\n\nasync function updateInvestorCountry(investorId, newCountry) {\n  const res = await fetch(`${SUPABASE_URL}/rest/v1/rpc/update_investor_country`, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n    body: JSON.stringify({\n      investor_id: investorId,\n      new_country: newCountry,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to update country for ${investorId}: ${res.status} ${text}`);\n  }\n}\n\nasync function updateInvestorLocation(investorId, city, state, region) {\n  const res = await fetch(`${SUPABASE_URL}/rest/v1/rpc/update_investor_location`, {\n    method: 'POST',\n    headers: {\n      'Content-Type': 'application/json',\n      'apikey': SUPABASE_ANON_KEY,\n      'Authorization': `Bearer ${SUPABASE_ANON_KEY}`,\n    },\n    body: JSON.stringify({\n      investor_id: investorId,\n      new_city: city || null,\n      new_state: state || null,\n      new_region: region || null,\n    }),\n  });\n\n  if (!res.ok) {\n    const text = await res.text();\n    throw new Error(`Failed to update location for ${investorId}: ${res.status} ${text}`);\n  }\n}\n\nfunction sleep(ms) {\n  return new Promise(resolve => setTimeout(resolve, ms));\n}\n\nasync function processBatch(batch, results) {\n  const promises = batch.map(async (investor) => {\n    try {\n      const classification = await classifyWithDeepSeek(investor);\n      if (!classification) {\n        results.errors.push(investor.canonical_name);\n        return;\n      }\n\n      results.processed++;\n\n      if (classification.country && classification.country !== 'USA') {\n        // Update country\n        await updateInvestorCountry(investor.id, classification.country);\n        // Update location (city, state, region)\n        await updateInvestorLocation(\n          investor.id,\n          classification.city,\n          classification.state,\n          classification.region\n        );\n\n        results.reclassified++;\n        const countryKey = classification.country;\n        results.byCountry[countryKey] = (results.byCountry[countryKey] || 0) + 1;\n\n        console.log(`  RECLASSIFIED: ${investor.canonical_name} -> ${classification.country} (${classification.city || 'no city'}, region: ${classification.region || 'none'})`);\n      } else {\n        results.keptUSA++;\n        console.log(`  KEPT USA: ${investor.canonical_name}`);\n      }\n    } catch (err) {\n      console.error(`  ERROR processing ${investor.canonical_name}: ${err.message}`);\n      results.errors.push(investor.canonical_name);\n    }\n  });\n\n  await Promise.all(promises);\n}\n\nasync function main() {\n  console.log('=== Investor Country Fix Script ===\\n');\n\n  // Step 1: Fetch mistagged investors\n  console.log('Fetching investors with hq_country=USA, hq_state=NULL, and non-US keywords in profile...');\n  const investors = await fetchMistaggedInvestors();\n  console.log(`Found ${investors.length} investors to check.\\n`);\n\n  if (investors.length === 0) {\n    console.log('No investors to process. Exiting.');\n    return;\n  }\n\n  // Step 2: Process in batches of CONCURRENCY\n  const results = {\n    processed: 0,\n    reclassified: 0,\n    keptUSA: 0,\n    errors: [],\n    byCountry: {},\n  };\n\n  for (let i = 0; i < investors.length; i += CONCURRENCY) {\n    const batch = investors.slice(i, i + CONCURRENCY);\n    const batchNum = Math.floor(i / CONCURRENCY) + 1;\n    const totalBatches = Math.ceil(investors.length / CONCURRENCY);\n\n    if (i % 20 === 0 || i === 0) {\n      console.log(`\\n--- Progress: ${i}/${investors.length} investors processed (batch ${batchNum}/${totalBatches}) ---`);\n    }\n\n    await processBatch(batch, results);\n\n    if (i + CONCURRENCY < investors.length) {\n      await sleep(BATCH_DELAY_MS);\n    }\n  }\n\n  // Step 3: Print summary\n  console.log('\\n\\n========== SUMMARY ==========');\n  console.log(`Total fetched:    ${investors.length}`);\n  console.log(`Total processed:  ${results.processed}`);\n  console.log(`Reclassified:     ${results.reclassified}`);\n  console.log(`Kept as USA:      ${results.keptUSA}`);\n  console.log(`Errors:           ${results.errors.length}`);\n\n  if (results.errors.length > 0) {\n    console.log(`\\nError investors: ${results.errors.join(', ')}`);\n  }\n\n  console.log('\\n--- By Country Breakdown ---');\n  const sorted = Object.entries(results.byCountry).sort((a, b) => b[1] - a[1]);\n  for (const [country, count] of sorted) {\n    console.log(`  ${country}: ${count}`);\n  }\n  console.log('=============================\\n');\n}\n\nmain().catch(err => {\n  console.error('Fatal error:', err);\n  process.exit(1);\n});\n"}}}}