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Query your Cloudflare R2 files in natural language

Stop searching for files by name. Swiftask indexes the content of your Cloudflare R2 files to enable instant semantic search.

Result:

Access relevant information in seconds, regardless of the volume of stored data.

File name search is no longer enough

With terabytes of data in Cloudflare R2, finding specific information is a challenge. Traditional search methods fail against the complexity of unstructured content.

Main negative impacts:

  • Massive time loss: Your team members spend hours opening dozens of files to find specific data.
  • Siloed knowledge: Useful information is buried in your R2 archives, inaccessible to those who need it.
  • Operational inefficiency: The inability to quickly extract insights from documents slows down decision-making.

Swiftask turns your Cloudflare R2 files into a living knowledge base. With AI, you ask complex questions and get answers based on the actual content of your documents.

BEFORE / AFTER

What changes with Swiftask

Classic search

You're looking for a specific contract. You try several keywords in the file name. You end up browsing folders and opening files one by one.

Swiftask semantic search

You ask your AI agent: 'What are the termination clauses in contract X?'. The agent analyzes the documents in R2 and gives you the exact answer instantly.

Setting up your R2 indexing in 4 steps

STEP 1 : Connect your Cloudflare R2 bucket

Configure access to your R2 bucket in Swiftask. The connection is secured via dedicated API keys.

STEP 2 : Enable intelligent indexing

Swiftask automatically scans and vectorizes your files (PDF, docx, txt, etc.) to make them intelligible to the AI.

STEP 3 : Create your search agent

Configure a specialized agent capable of querying this indexed database with your own criteria.

STEP 4 : Query your data

Ask your questions via the Swiftask interface or via API. The agent extracts relevant answers from the R2 files.

Advanced search capabilities

The AI understands the intent behind your question and analyzes the semantic relevance of documents rather than just matching keywords.

  • Target connector: The agent performs the right actions in cloudflare r2 based on event context.
  • Automated actions: Multi-format file support. Cross-document search. Source citations for verification. Automatic index updates when adding new files.
  • Native governance: Your data stays in your ecosystem. Swiftask ensures total confidentiality during the indexing process.

Each action is contextualized and executed automatically at the right time.

Each Swiftask agent uses a dedicated identity (e.g. agent-cloudflare-r2@swiftask.ai ). You keep full visibility on every action and every sent message.

Key takeaway: The agent automates repetitive decisions and leaves high-value actions to your teams.

Why choose semantic search

1. Immediate productivity gains

Drastically reduce information search time for your teams.

2. Accurate answers

Get contextual answers based on your own internal documents.

3. Unlimited scalability

Whether you have 100 or 1,000,000 files, search performance remains constant.

4. Use natural language

No need to know folder structures or naming conventions.

5. Unlock data value

Breathe new life into your dormant archives on Cloudflare R2.

Security and privacy

Swiftask applies enterprise-grade security standards for your cloudflare r2 automations.

  • Data encryption: Your files are treated with the highest security standards during indexing.
  • Access control: You manage who can query which R2 buckets via Swiftask.
  • Compliance: Solution designed to meet enterprise data governance requirements.

To learn more about compliance, visit the Swiftask governance page for detailed security architecture information.

RESULTS

Impact on your operations

MetricBeforeAfter
Search time10-30 minutesLess than 5 seconds
Success rateVariable (human)Constant (AI)
Data volumeLimited by manual indexingUnlimited (R2)

Take action with cloudflare r2

Access relevant information in seconds, regardless of the volume of stored data.

Automate your compliance audits on Cloudflare R2

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