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Vector Database + Hybrid Search

Stop duct-taping Elasticsearch to Pinecone. Get keyword + semantic + freshness in one API—no glue code, no juggling stacks. Upload, Define Search, and Deploy in few minutes.

Built on Oracle Cloud — Enterprise-grade infrastructure

No credit card required • 100 MB free storage • 60 requests/minute

See The Difference

Your docs understand themselves

Watch how CoderSwap AI handles complex legal documents vs traditional search

Uploading Document

UCC Article 9 - Secured Transactions

347 pages indexed

Real results from UCC Article 9 legal document (347 pages, complex cross-references)

Try it yourself
Single-Stack Architecture

Tired of the glue-code tax?

One index for keyword + semantic + freshness. No fusion layer, no drift, no ops overhead.

Traditional Multi-Stack

  • Two stores to run and monitor
  • Custom fusion layer (RRF/weights) to build & tune
  • Index drift: vectors and text go out of sync
  • Duplicate ACLs & filters across systems
  • Two vendors, two bills
  • Weeks of integration work
CODERSWAP

Single-Stack Hybrid

  • One index blends keyword + semantic + freshness
  • Policy-driven weighting (plain-English controls)
  • Auto-sync: update text, vectors stay in step
  • Built-in ACL & filters (tenant/document)
  • One API & dashboard — single set of metrics
  • 5 minutes to first results (review-ready; validate before prod)

Streamlined Integration Process

Enterprise-ready search infrastructure deployed in minutes

Ingest Documents

Seamlessly upload documentation, knowledge bases, and technical content through secure APIs or web interface

Automated processing

Define Search Logic

Configure ranking policies and search behavior using natural language—no complex query languages required

AI-powered configuration

Deploy to Production

Launch production-ready search endpoints with built-in monitoring, rate limiting, and enterprise SLAs

Enterprise infrastructure

Built for Real-World Use Cases

From customer support to compliance, hybrid search that understands your domain

Customer Support

Help center search that understands "How do I reset my password?" and "Can't log in" mean the same thing. Boost recent articles automatically.

Internal Knowledge Base

Company wiki search with custom weighting: prioritize engineering docs for dev team, prioritize sales playbooks for sales team—same content, different rankings.

E-commerce Product Discovery

Semantic search for "gifts for developers" finds mechanical keyboards and hoodies—not just exact keyword matches. Boost in-stock items, demote discontinued products.

Legal & Compliance

Contract search with clause-level precision. Oracle-grade encryption keeps confidential agreements secure. Audit logs for every search query included.

Governance & Speed

Ship Fast. Stay in Control. No Surprises.

Other search tools make you choose between speed and governance. CoderSwap AI gives you both.

Versioned Deploys

Preview changes in staging, promote to production with one click, roll back if needed. Every version is saved—no scary deploys, no lost work.

API-First Delivery

Production-ready from day one with API keys, rate limits, and observability built-in. No infrastructure to manage, no ops headaches.

Explainable Results

Understand *why* results rank the way they do with explainable, no-code settings. No black-box ML—just clear, tunable logic.

Developer Experience

Simple API, Powerful Results

Get started with a single API call

curl -X POST "https://api.coderswap.ai/v1/search" \
  -H "X-API-Key: YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "your search query",
    "project_id": "5e4ab3b7",
    "snippet_length": 200
  }'
Security & Compliance

Enterprise-Grade Security & Compliance

Built on Oracle Autonomous Database with encryption, access controls, and private networking options. Your documents stay encrypted in your chosen region.

Data Sovereignty & Encryption

Documents and embeddings are stored encrypted (AES-256 at rest, TLS in transit). Choose your region; data residency respected.

Zero Data Leakage

We don't use your data to train models or share it with other customers. Optional private endpoints keep traffic off the public internet.

Automated Backups & Recovery

Daily automated backups with 60-day retention. Point-in-time restore available. Soft deletes prevent permanent data loss—accidental deletions can be recovered.

Compliance-Ready Architecture

Perfect for regulated industries (finance, healthcare, legal). Built on Oracle Autonomous Database with SOC 2 compliance support, plus HIPAA, GDPR, and PCI DSS readiness.

Built on infrastructure trusted by Fortune 500 companies

The problems other tools don't solve

We built CoderSwap AI for the pain points developers actually hit

Not plug-and-play? We are.

One place to upload, configure, test, and publish. No preprocessing pipelines.

Keyword + vector. No glue code.

Single-stack hybrid search. Stop fusing Elasticsearch and Pinecone manually—we handle it, you tune the weights.

Tuning mystery? Explainable settings.

Describe boosts in English; we show the rationale and results before you deploy.

Too many moving parts? Single API.

No extra infra to stand up or glue together. One endpoint for everything.

Ingestion pain? Drop-in uploader.

PDF, DOCX, Markdown, TXT, YAML, JSON, XML—handled, chunked, deduped, and embedded for you. Documents and embeddings stay in sync automatically—no ETL pipelines, no orphaned vectors.

Edge cases? Safe defaults.

Correct distance metrics, filters, and top-K caps—so '0 results' isn't a day-killer.

Intent-aware ranking out of the box

Troubleshooting queries boost recent docs, definition queries boost verified sources—automatically. Adjust weights in plain English, not retrieval code.

Staging → Production workflow built-in

Preview changes in test mode, promote to production with one click. Roll back anytime. No scary prod pushes.

Stale embeddings? Auto-sync built-in.

Update a document, embeddings update automatically. Delete a doc, vectors delete too. Oracle-backed consistency—no drift, no orphaned data.

Pricing

Simple, Transparent Pricing

Start free, scale as you grow

Free

Hobby & Testing

$0

  • 100 MB storage
  • 10,000 API calls/month
  • 60 requests/minute
  • 1 project
  • AI-powered hybrid search
  • Community support
Get Started Free
POPULAR

Pro

Production Apps

$19/mo

  • 1 GB storage
  • 100,000 API calls/month
  • 600 requests/minute
  • 5 projects
  • Priority search queue
  • Email support (48h)
Get Started

Business

Teams & Scale

$49/mo

  • 5 GB storage
  • 500,000 API calls/month
  • 1,200 requests/minute
  • Unlimited projects
  • Advanced analytics
  • Priority support (24h)
Get Started
All plans include enterprise-grade security — encrypted storage, automated backups, and compliance-ready infrastructure

All plans include AI-powered hybrid search with custom scoring. Storage measured as DB table + indexes. Rate limits are per API key. Contact us for custom enterprise pricing.

Ready to Get Started

Ship search in minutes, not weeks

Start with 100 MB free. No credit card required.