# FlexOrch

## Docs

- [Introduction](https://docs.flexorch.com/introduction.md): FlexOrch turns unstructured documents into LLM-ready datasets — automatically.
- [Core Concepts](https://docs.flexorch.com/concepts.md): Key terms and concepts you'll encounter when using FlexOrch.
- [Quickstart](https://docs.flexorch.com/quickstart.md): Process your first document and export a dataset in under 5 minutes.
- [API Keys](https://docs.flexorch.com/authentication/api-keys.md): Generate, use, and rotate your FlexOrch API keys.
- [JWT Authentication](https://docs.flexorch.com/authentication/jwt.md): Authenticate using email and password with JWT tokens.
- [Uploading Documents](https://docs.flexorch.com/guides/upload.md): Supported file types, upload methods, and multi-file processing.
- [Pipeline](https://docs.flexorch.com/guides/pipeline.md): How FlexOrch processes your documents — step by step.
- [Datasets & Export](https://docs.flexorch.com/guides/datasets.md): Build datasets from processed documents and export in 9 formats.
- [PII Detection & Privacy](https://docs.flexorch.com/guides/pii-privacy.md): Personal data types detected by FlexOrch, masking strategies, and compliance outputs.
- [Quality Scores](https://docs.flexorch.com/guides/quality-scores.md): How FlexOrch grades documents and what the scores mean for your datasets.
- [Webhooks](https://docs.flexorch.com/guides/webhooks.md): Receive real-time notifications when jobs complete.
- [RAG Pipeline](https://docs.flexorch.com/guides/rag-pipeline.md): Two approaches to building a RAG pipeline with FlexOrch — export chunks or use the managed search API.
- [LangChain Integration](https://docs.flexorch.com/guides/langchain.md): Use FlexOrchRetriever to wire FlexOrch semantic search into any LangChain chain.
- [LlamaIndex Integration](https://docs.flexorch.com/guides/llamaindex.md): Use FlexOrchReader to load FlexOrch dataset chunks into a LlamaIndex VectorStoreIndex.
- [Chunk Quality](https://docs.flexorch.com/guides/chunk-quality.md): How FlexOrch scores and grades chunks, and which thresholds to use for RAG pipelines.
- [Installation](https://docs.flexorch.com/sdk/python/installation.md): Install the FlexOrch Python SDK.
- [Quickstart](https://docs.flexorch.com/sdk/python/quickstart.md): Process your first document and export a dataset in under 5 minutes.
- [Upload](https://docs.flexorch.com/sdk/python/upload.md): Upload documents for processing using the Python SDK.
- [Jobs](https://docs.flexorch.com/sdk/python/jobs.md): Poll, inspect, and manage processing jobs.
- [Datasets](https://docs.flexorch.com/sdk/python/datasets.md): Build and export datasets using the Python SDK.
- [SDK Reference](https://docs.flexorch.com/sdk/python/reference.md): Complete Python SDK API surface — all classes and methods.
- [Installation](https://docs.flexorch.com/sdk/typescript/installation.md): Install the FlexOrch TypeScript / JavaScript SDK.
- [Quickstart](https://docs.flexorch.com/sdk/typescript/quickstart.md): Process your first document and export a dataset in under 5 minutes.
- [Upload](https://docs.flexorch.com/sdk/typescript/upload.md): Upload documents for processing using the TypeScript SDK.
- [Jobs](https://docs.flexorch.com/sdk/typescript/jobs.md): Poll, inspect, and manage processing jobs.
- [Datasets](https://docs.flexorch.com/sdk/typescript/datasets.md): Build and export datasets using the TypeScript SDK.
- [SDK Reference](https://docs.flexorch.com/sdk/typescript/reference.md): Complete TypeScript SDK API surface — all classes and methods.
- [flexorch-audit](https://docs.flexorch.com/open-source/overview.md): Zero-dependency PII detection and document quality scoring for Python and JavaScript.
- [Installation](https://docs.flexorch.com/open-source/installation.md): Install flexorch-audit for Python or JavaScript.
- [PII Detection](https://docs.flexorch.com/open-source/pii-detection.md): Detect personal data in text with detect_pii() — 46 types, TR/EU/US.
- [Masking](https://docs.flexorch.com/open-source/masking.md): Replace detected PII with placeholders using mask().
- [Quality Metrics](https://docs.flexorch.com/open-source/quality.md): Score document quality with quality_metrics() and noise_ratio().
- [Compliance Report](https://docs.flexorch.com/open-source/compliance-report.md): Generate a KVKK and GDPR risk summary with compliance_report().
- [redact_for_llm](https://docs.flexorch.com/open-source/redact-for-llm.md): One-liner PII removal before sending text to an LLM.
- [LangChain Integration (OSS)](https://docs.flexorch.com/open-source/langchain.md): Use AuditedLoader to load local documents with automatic PII detection and quality filtering.
- [LlamaIndex Integration (OSS)](https://docs.flexorch.com/open-source/llamaindex.md): Use AuditedReader to load privacy-safe local documents into LlamaIndex.
- [Connectors](https://docs.flexorch.com/connectors/overview.md): Connect FlexOrch to S3, Google Cloud Storage, or Azure Blob.
- [Amazon S3](https://docs.flexorch.com/connectors/amazon-s3.md): Connect FlexOrch to an S3 bucket.
- [Google Cloud Storage](https://docs.flexorch.com/connectors/google-cloud-storage.md): Connect FlexOrch to a GCS bucket.
- [Azure Blob Storage](https://docs.flexorch.com/connectors/azure-blob.md): Connect FlexOrch to an Azure Blob container.
- [Scheduled Sync](https://docs.flexorch.com/scheduler/overview.md): Automatically process new files from a connector on a cron schedule.
- [Create a Schedule](https://docs.flexorch.com/scheduler/create-schedule.md): Set up a cron schedule for automatic connector sync.
- [Sync Logs](https://docs.flexorch.com/scheduler/sync-logs.md): View sync history and debug sync failures.
- [Plan Limits](https://docs.flexorch.com/scheduler/plan-limits.md): Scheduled sync availability by plan.
- [Team Management](https://docs.flexorch.com/team/overview.md): Invite team members and manage roles.
- [Invite Members](https://docs.flexorch.com/team/invite-members.md): Add team members by email.
- [Roles & Permissions](https://docs.flexorch.com/team/roles.md): What each role can do.
- [Compliance Overview](https://docs.flexorch.com/compliance/overview.md): KVKK, GDPR, NIS2, and eIDAS — how FlexOrch supports regulatory requirements.
- [GDPR Article 30 (ROPA)](https://docs.flexorch.com/compliance/gdpr-article-30.md): Generate a Record of Processing Activities from your pipeline data.
- [KVKK Compliance](https://docs.flexorch.com/compliance/kvkk.md): FlexOrch and Turkish personal data protection law (KVKK).
- [NIS2 Audit Export](https://docs.flexorch.com/compliance/nis2-audit-export.md): Export your audit log for NIS2 incident documentation.
- [eIDAS — Electronic Signatures](https://docs.flexorch.com/compliance/eidas.md): FlexOrch detects electronic signature formats in documents.
- [MCP Server Overview](https://docs.flexorch.com/mcp/overview.md): Connect Claude and other AI agents to FlexOrch through the Model Context Protocol.
- [Quickstart](https://docs.flexorch.com/mcp/quickstart.md): Configure Claude Desktop to use FlexOrch in 2 minutes.
- [Tool Reference](https://docs.flexorch.com/mcp/tools.md): Complete parameter documentation for all 8 FlexOrch MCP tools.
- [BYO LLM](https://docs.flexorch.com/advanced/byo-llm.md): Use your own OpenAI, Anthropic, or Azure OpenAI API key for LLM-assisted extraction.
- [Fine-Tuning](https://docs.flexorch.com/advanced/fine-tuning.md): Export JSONL datasets and submit fine-tuning jobs to OpenAI.
- [API Reference](https://docs.flexorch.com/api-reference/introduction.md): FlexOrch REST API — full endpoint reference.

## OpenAPI Specs

- [openapi](https://api.flexorch.com/openapi.json)

## Optional

- [PyPI](https://pypi.org/project/flexorch-audit)
- [npm](https://www.npmjs.com/package/@flexorch/audit)
- [GitHub](https://github.com/flexorch)


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