Last update: 2025-05-09T07:54:31.000Z
Content:
---
title: "Ingest guides · Tinybird Docs"
theme-color: "#171612"
description: "Guides for ingesting data into Tinybird."
inkeep:version: "forward"
---




# Ingest guides [¶](https://www.tinybird.co/docs/forward/get-data-in/guides#ingest-guides)

Copy as MD Tinybird provides multiple ways to bring data into the platform. While [native connectors](./connectors) offer the most streamlined experience, you can use the Ingest APIs and other mechanisms to bring data from virtually any source.

Each guide provides step-by-step instructions and best practices for setting up reliable data ingestion pipelines. Whether you're working with batch files, streaming events, or database synchronization, you can find examples of how to effectively bring that data into Tinybird.

- [  Auth0](/docs/forward/get-data-in/guides/ingest-auth0-logs)
- [  AWS ELB logs](/docs/forward/get-data-in/guides/ingest-aws-elb-logs)
- [  AWS Kinesis](/docs/forward/get-data-in/guides/ingest-from-aws-kinesis)
- [  BigQuery using Google Cloud Storage](/docs/forward/get-data-in/guides/ingest-from-bigquery-using-google-cloud-storage)
- [  Clerk](/docs/forward/get-data-in/guides/ingest-from-clerk)
- [  CSV files](/docs/forward/get-data-in/guides/ingest-from-csv-files)
- [  Dub](/docs/forward/get-data-in/guides/ingest-from-dub)
- [  Estuary](/docs/forward/get-data-in/guides/ingest-with-estuary)
- [  GitHub](/docs/forward/get-data-in/guides/ingest-from-github)
- [  GitLab](/docs/forward/get-data-in/guides/ingest-from-gitlab)
- [  Google Pub/Sub](/docs/forward/get-data-in/guides/ingest-from-google-pubsub)
- [  Knock](/docs/forward/get-data-in/guides/ingest-from-knock)
- [  LiteLLM](/docs/forward/get-data-in/guides/ingest-litellm)
- [  Mailgun](/docs/forward/get-data-in/guides/ingest-from-mailgun)
- [  MongoDB](/docs/forward/get-data-in/guides/ingest-from-mongodb)
- [  OpenTelemetry](/docs/forward/get-data-in/guides/ingest-from-opentelemetry)
- [  Orb](/docs/forward/get-data-in/guides/ingest-from-orb)
- [  PagerDuty](/docs/forward/get-data-in/guides/ingest-from-pagerduty)
- [  Postgres CDC with Redpanda Connect](/docs/forward/get-data-in/guides/postgres-cdc-with-redpanda-connect)
- [  Python logs](/docs/forward/get-data-in/guides/python-sdk)
- [  Resend](/docs/forward/get-data-in/guides/ingest-from-resend)
- [  RudderStack](/docs/forward/get-data-in/guides/ingest-from-rudderstack)
- [  Sentry](/docs/forward/get-data-in/guides/ingest-from-sentry)
- [  Snowflake incremental updates](/docs/forward/get-data-in/guides/ingest-from-snowflake-using-incremental-updates)
- [  Snowflake using Azure Blob Storage](/docs/forward/get-data-in/guides/ingest-from-snowflake-using-azure-blob-storage)
- [  Snowflake using S3](/docs/forward/get-data-in/guides/ingest-from-snowflake-using-aws-s3)
- [  Stripe](/docs/forward/get-data-in/guides/ingest-from-stripe)
- [  Vector.dev](/docs/forward/get-data-in/guides/ingest-from-vector)
- [  Vercel (log drains)](/docs/forward/get-data-in/guides/ingest-vercel-logdrains)
- [  Vercel (webhooks)](/docs/forward/get-data-in/guides/ingest-from-vercel)
- [  Vercel AI SDK](/docs/forward/get-data-in/guides/ingest-vercel-ai-sdk)


