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Parallel Web Systems

@p0 • 22,672 subscribers

Infrastructure for AI to search, extract, monitor, and reason over the whole web. Free Web Search → https://t.co/GRCBKyuAj2

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Today we're launching Data Connectors in Parallel. Your agents can now work with specialized third-party data through Parallel's best-in-class agentic web research APIs. Our first partners are Allium, Apollo.io, Baselayer, Carbon Arc, crunchbase, Faraday AI, Harmonic, Middesk, Similarweb , Particle News, Pensa Systems, and Polymarket. We're also launching free, opt-in access to biomedical sources including PubMed, and ChEMBL.

Today we're launching Data Connectors in Parallel. Your agents can now work with specialized third-party data through Parallel's best-in-class agentic web research APIs. Our first partners are Allium, Apollo.io, Baselayer, Carbon Arc, crunchbase, Faraday AI, Harmonic, Middesk, Similarweb , Particle News, Pensa Systems, and Polymarket. We're also launching free, opt-in access to biomedical sources including PubMed, and ChEMBL.

57,304 просмотров

The web’s next user isn’t human. AIs will soon use the internet far more than humans ever have. At Parallel, we are building for the web’s second user. Our API is the first to surpass humans and all leading AI models (including GPT-5) on deep web research tasks.

The web’s next user isn’t human. AIs will soon use the internet far more than humans ever have. At Parallel, we are building for the web’s second user. Our API is the first to surpass humans and all leading AI models (including GPT-5) on deep web research tasks.

671,982 просмотров

Today, we're launching the Parallel Monitor API. Define a query once and receive ongoing updates whenever new related information appears on the web. It's like a web search that's always on, or a webhook for the entire web.

Today, we're launching the Parallel Monitor API. Define a query once and receive ongoing updates whenever new related information appears on the web. It's like a web search that's always on, or a webhook for the entire web.

470,034 просмотров

Today, we’re announcing the general availability of the Parallel Monitor API. The web is shifting from pull to push, and agents are coming online. This release marks a major step towards a more proactive model, where the web pushes updates directly to your background agent. Monitor now includes: - Lite and Base processors - Event streams and snapshots - Rich attribution (Basis) on every event - Advanced domain filtering - Interactions for persistent follow-on research

Today, we’re announcing the general availability of the Parallel Monitor API. The web is shifting from pull to push, and agents are coming online. This release marks a major step towards a more proactive model, where the web pushes updates directly to your background agent. Monitor now includes: - Lite and Base processors - Event streams and snapshots - Rich attribution (Basis) on every event - Advanced domain filtering - Interactions for persistent follow-on research

117,435 просмотров

AI code reviews with Macroscope use Parallel's Search and Task APIs to retrieve the latest docs and discussions from the web, reducing false positives that would otherwise occur as a result of LLMs with outdated knowledge. Read the case 👇

AI code reviews with Macroscope use Parallel's Search and Task APIs to retrieve the latest docs and discussions from the web, reducing false positives that would otherwise occur as a result of LLMs with outdated knowledge. Read the case 👇

19,702 просмотров

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Introducing Parallel Search Turbo: the fastest and most affordable way to bring the web to your AI.

Introducing Parallel Search Turbo: the fastest and most affordable way to bring the web to your AI.

Parallel Web Systems

402,068 просмотров • 3 месяцев назад

Today we're launching Index: a platform for content owners to understand how AI agents use their work, and earn revenue when they do. Our first partners include The Atlantic, FORTUNE, PR Newswire, PitchBook, ZoomInfo, Tracxn, RocketReach, enigma_data, Fiscal.ai, plus creators Alex Heath, Mario Gabriele Azeem Azhar, Every 📧, and Packy McCormick.

Today we're launching Index: a platform for content owners to understand how AI agents use their work, and earn revenue when they do. Our first partners include The Atlantic, FORTUNE, PR Newswire, PitchBook, ZoomInfo, Tracxn, RocketReach, enigma_data, Fiscal.ai, plus creators Alex Heath, Mario Gabriele Azeem Azhar, Every 📧, and Packy McCormick.

Parallel Web Systems

427,895 просмотров • 5 месяцев назад

Today, we’re launching the Parallel Search API, the most accurate web search for AI agents, built using our proprietary web index and retrieval infrastructure. Traditional search ranks URLs for humans to click. AI search needs something different: the right tokens in their context window. Parallel’s Search API is built from the ground up for AI agents, resulting in higher accuracy, lower costs, and lower latency for end-to-end agentic workflows.

Today, we’re launching the Parallel Search API, the most accurate web search for AI agents, built using our proprietary web index and retrieval infrastructure. Traditional search ranks URLs for humans to click. AI search needs something different: the right tokens in their context window. Parallel’s Search API is built from the ground up for AI agents, resulting in higher accuracy, lower costs, and lower latency for end-to-end agentic workflows.

Parallel Web Systems

670,433 просмотров • 11 месяцев назад

Introducing the Parallel FindAll API. Create an entire dataset with a single search query. For example: "Find all dental practices in Ohio with a 4+ star review on Google"

Introducing the Parallel FindAll API. Create an entire dataset with a single search query. For example: "Find all dental practices in Ohio with a 4+ star review on Google"

Parallel Web Systems

277,628 просмотров • 11 месяцев назад

Today, we're launching Parallel Extract, a new API in our Agent Tools bundle. When given a URL, Extract fetches all content from that page and returns it in markdown, either in full detail or in a compressed form for better token efficiency.

Today, we're launching Parallel Extract, a new API in our Agent Tools bundle. When given a URL, Extract fetches all content from that page and returns it in markdown, either in full detail or in a compressed form for better token efficiency.

Parallel Web Systems

160,200 просмотров • 11 месяцев назад

We're thrilled to build on our collaborations with Stripe, joining Stripe Projects to make it easier than ever to provision high-accuracy web search from the terminal. Here's how quickly you can get started:

We're thrilled to build on our collaborations with Stripe, joining Stripe Projects to make it easier than ever to provision high-accuracy web search from the terminal. Here's how quickly you can get started:

Parallel Web Systems

20,458 просмотров • 4 месяцев назад

Parallel is now integrated with Zapier Use this integration to give any automation access to powerful structured web search, for example: - Slack bots that enrich leads - Inbound emails to trigger deep research reports - Market research agents Here's Kumar Saunack for a demo:

Parallel is now integrated with Zapier Use this integration to give any automation access to powerful structured web search, for example: - Slack bots that enrich leads - Inbound emails to trigger deep research reports - Market research agents Here's Kumar Saunack for a demo:

Parallel Web Systems

39,671 просмотров • 10 месяцев назад

Today is the last day to see the Museum of the Human Web at 238 King Street in San Francisco. Open 9 am - 5 pm. Free admission and gift shop swag while supplies last.

Today is the last day to see the Museum of the Human Web at 238 King Street in San Francisco. Open 9 am - 5 pm. Free admission and gift shop swag while supplies last.

Parallel Web Systems

17,810 просмотров • 5 месяцев назад

Level up your n8n.io workflows with best-in-class web search. Here’s Khushi Shelat, our GTM Engineering lead, walking through Parallel’s n8n node and sharing some of the personal templates that help her stay organized using agentic web search.

Level up your n8n.io workflows with best-in-class web search. Here’s Khushi Shelat, our GTM Engineering lead, walking through Parallel’s n8n node and sharing some of the personal templates that help her stay organized using agentic web search.

Parallel Web Systems

25,887 просмотров • 10 месяцев назад

Compensation in Index is calculated by estimating each source's Shapley value: its marginal contribution to an agent's answer at the moment of inference. Content that's uniquely valuable, hard to replace, or used in high-value agent work earns more.

Compensation in Index is calculated by estimating each source's Shapley value: its marginal contribution to an agent's answer at the moment of inference. Content that's uniquely valuable, hard to replace, or used in high-value agent work earns more.

Parallel Web Systems

14,930 просмотров • 5 месяцев назад

Parallel Search + Extract tools in the @Vercel AI SDK make it easier than ever to give AI agents, apps, and workflows access to the most accurate and token-efficient web context. Here's our very own Manvesh demoing a simple implementation of the tools in an AI project.

Parallel Search + Extract tools in the @Vercel AI SDK make it easier than ever to give AI agents, apps, and workflows access to the most accurate and token-efficient web context. Here's our very own Manvesh demoing a simple implementation of the tools in an AI project.

Parallel Web Systems

21,913 просмотров • 10 месяцев назад

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