{
  "title": "bedrock-tax",
  "description": "How we cut our AWS Bedrock bill by 93%- replacing OpenSearch Serverless with Aurora x pgvector ($700/mo → $50/mo)",
  "tags": [
    "aws-bedrock",
    "aurora",
    "pgvector",
    "rag"
  ],
  "url": "https://vd7.io/projects/bedrock-tax",
  "image": "https://res.cloudinary.com/ddyc1es5v/image/upload/f_auto,q_auto,w_800/v1791427375/gh-repos/bedrock-tax/social-preview.png",
  "github": "https://github.com/vdutts7/bedrock-tax",
  "github_meta": {
    "pushed_at": "2026-10-08T01:11:49Z",
    "updated_at": "2026-10-10T01:51:40Z",
    "created_at": "2026-10-06T07:00:26Z",
    "stars": 6,
    "forks": 0,
    "language": "Python",
    "open_issues": 0,
    "archived": false,
    "topics": [
      "ai-agents",
      "aurora",
      "aws",
      "bedrock",
      "enterprise-knowledge-base",
      "ivfflat",
      "llm",
      "pgvector",
      "psycopg",
      "rag-pipeline",
      "vector-database"
    ],
    "last_commit": {
      "sha": "0ae431288c8999ec98ad345237dde035752e3993",
      "date": "2026-01-25T23:52:23Z",
      "message": "final cleanup- README + setup",
      "url": "https://github.com/vdutts7/bedrock-tax/commit/0ae431288c8999ec98ad345237dde035752e3993"
    }
  },
  "json": "https://vd7.io/projects/bedrock-tax/json"
}