Guides

Why unstructured data makes building RAG applications so hard

Mathew Pregasen

Jul 2, 2024

Context is critical for LLMs, but it lives in unstructured data that's scattered across hundreds of your users' files and apps. But etracting that valuable context comes with many challenges, which we cover in this article.

Insights

Challenges with High Volume Data Ingestion

Mathew Pregasen

May 29, 2024

Sharing some of the challenges that we had to overcome when building Paragon's workflow engine in order to support our customers' enterprise scale ingestion jobs.

Product Update

Launching Smart Rate Limits

Brian Yam

May 16, 2024

Hitting 3rd party API rate limit errors can lead to data loss and integration outages for your users. But with Smart Rate Limits, this will no longer be an issue

Guides

RAG vs. Fine-tuning for Multi-Tenant AI SaaS Applications

Brian Yam

Apr 29, 2024

Building a useful AI SaaS product requires your models to have access to your users' external data. But should you fine-tune or use retrieval augmented generation (RAG)? This article compares the two approaches.

Paragraph and workflows thumbnail image

Product Update

Introducing Paragraph - Integrations as Code

Brandon Foo

Mar 25, 2024

Bringing the power of Embedded iPaaS and the extensibility of code into a unified integration development platform

Company News

Paragon is SOC 2 Type II Certified

Brandon Foo

Feb 6, 2024

Delivering enterprise grade security across all deployments of Paragon - cloud or on-prem.

Guides

How to Drive Efficient Growth in SaaS With Integrations

Brian Yam

Jan 23, 2024

Is your SaaS company looking for ways to grow more efficiently given the tightening macroeconomic conditions? Well, integrations are one of the greatest levers for achieving that goal - let's talk about why.

Guides

Embedded iPaaS vs Unified API

Brian Yam

Jan 30, 2024

Comparing the top two integration platforms that engineering teams use to build and maintain product integrations at scale.

Product Update

Introducing Releases

Brandon Foo

Oct 11, 2023

A more reliable way to manage the lifecycle of your product's native integrations.

Guides

Native Integration Maintenance Challenges

Albert Jo

Aug 9, 2023

The cost of maintaining integrations is very hard to anticipate, but this article will shed some light on what you should expect.

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Get the latest integration guides and resources right in your inbox!

Guides

Why unstructured data makes building RAG applications so hard

Mathew Pregasen

Jul 2, 2024

Context is critical for LLMs, but it lives in unstructured data that's scattered across hundreds of your users' files and apps. But etracting that valuable context comes with many challenges, which we cover in this article.

Insights

Challenges with High Volume Data Ingestion

Mathew Pregasen

May 29, 2024

Sharing some of the challenges that we had to overcome when building Paragon's workflow engine in order to support our customers' enterprise scale ingestion jobs.

Product Update

Launching Smart Rate Limits

Brian Yam

May 16, 2024

Hitting 3rd party API rate limit errors can lead to data loss and integration outages for your users. But with Smart Rate Limits, this will no longer be an issue

Guides

RAG vs. Fine-tuning for Multi-Tenant AI SaaS Applications

Brian Yam

Apr 29, 2024

Building a useful AI SaaS product requires your models to have access to your users' external data. But should you fine-tune or use retrieval augmented generation (RAG)? This article compares the two approaches.

Paragraph and workflows thumbnail image

Product Update

Introducing Paragraph - Integrations as Code

Brandon Foo

Mar 25, 2024

Bringing the power of Embedded iPaaS and the extensibility of code into a unified integration development platform

Company News

Paragon is SOC 2 Type II Certified

Brandon Foo

Feb 6, 2024

Delivering enterprise grade security across all deployments of Paragon - cloud or on-prem.

Guides

How to Drive Efficient Growth in SaaS With Integrations

Brian Yam

Jan 23, 2024

Is your SaaS company looking for ways to grow more efficiently given the tightening macroeconomic conditions? Well, integrations are one of the greatest levers for achieving that goal - let's talk about why.

Guides

Embedded iPaaS vs Unified API

Brian Yam

Jan 30, 2024

Comparing the top two integration platforms that engineering teams use to build and maintain product integrations at scale.

Product Update

Introducing Releases

Brandon Foo

Oct 11, 2023

A more reliable way to manage the lifecycle of your product's native integrations.

Guides

Native Integration Maintenance Challenges

Albert Jo

Aug 9, 2023

The cost of maintaining integrations is very hard to anticipate, but this article will shed some light on what you should expect.

Load more

Get the latest integration guides and resources right in your inbox!

View All

Guides

Why unstructured data makes building RAG applications so hard

Mathew Pregasen

Jul 2, 2024

Context is critical for LLMs, but it lives in unstructured data that's scattered across hundreds of your users' files and apps. But etracting that valuable context comes with many challenges, which we cover in this article.

Insights

Challenges with High Volume Data Ingestion

Mathew Pregasen

May 29, 2024

Sharing some of the challenges that we had to overcome when building Paragon's workflow engine in order to support our customers' enterprise scale ingestion jobs.

Product Update

Launching Smart Rate Limits

Brian Yam

May 16, 2024

Hitting 3rd party API rate limit errors can lead to data loss and integration outages for your users. But with Smart Rate Limits, this will no longer be an issue

Guides

RAG vs. Fine-tuning for Multi-Tenant AI SaaS Applications

Brian Yam

Apr 29, 2024

Building a useful AI SaaS product requires your models to have access to your users' external data. But should you fine-tune or use retrieval augmented generation (RAG)? This article compares the two approaches.

Paragraph and workflows thumbnail image

Product Update

Introducing Paragraph - Integrations as Code

Brandon Foo

Mar 25, 2024

Bringing the power of Embedded iPaaS and the extensibility of code into a unified integration development platform

Company News

Paragon is SOC 2 Type II Certified

Brandon Foo

Feb 6, 2024

Delivering enterprise grade security across all deployments of Paragon - cloud or on-prem.

Guides

How to Drive Efficient Growth in SaaS With Integrations

Brian Yam

Jan 23, 2024

Is your SaaS company looking for ways to grow more efficiently given the tightening macroeconomic conditions? Well, integrations are one of the greatest levers for achieving that goal - let's talk about why.

Guides

Embedded iPaaS vs Unified API

Brian Yam

Jan 30, 2024

Comparing the top two integration platforms that engineering teams use to build and maintain product integrations at scale.

Product Update

Introducing Releases

Brandon Foo

Oct 11, 2023

A more reliable way to manage the lifecycle of your product's native integrations.

Guides

Native Integration Maintenance Challenges

Albert Jo

Aug 9, 2023

The cost of maintaining integrations is very hard to anticipate, but this article will shed some light on what you should expect.

Load more