docs.parallel.ai

# Parallel > Parallel's web APIs (Search, Extract, Task/Deep Research, FindAll, Chat, and Monitor) give AI agents and developers high-quality, low-latency access to the web for research, content extraction, entity discovery, and continuous monitoring. ## Docs - [Chat Completions](https://docs.parallel.ai/api-reference/chat-api-beta/chat-completions.md): Chat completions. - [Extract](https://docs.parallel.ai/api-reference/extract/extract.md): Extracts relevant content from specific web URLs. - [Add Enrichment to FindAll Run](https://docs.parallel.ai/api-reference/findall/add-enrichment-to-findall-run.md): Add an enrichment to a FindAll run. - [Cancel FindAll Run](https://docs.parallel.ai/api-reference/findall/cancel-findall-run.md): Cancel a FindAll run. - [Create FindAll Run](https://docs.parallel.ai/api-reference/findall/create-findall-run.md): Starts a FindAll run. - [Extend FindAll Run](https://docs.parallel.ai/api-reference/findall/extend-findall-run.md): Extend a FindAll run by adding additional matches to the current match limit. - [Fast Entity Search](https://docs.parallel.ai/api-reference/findall/fast-entity-search.md): Return ranked entities matching a natural language objective. - [FindAll Run Result](https://docs.parallel.ai/api-reference/findall/findall-run-result.md): Retrieve the FindAll run result at the time of the request. - [Get FindAll Run Schema](https://docs.parallel.ai/api-reference/findall/get-findall-run-schema.md) - [Ingest FindAll Run](https://docs.parallel.ai/api-reference/findall/ingest-findall-run.md): Transforms a natural language search objective into a structured FindAll spec. - [Retrieve FindAll Run Status](https://docs.parallel.ai/api-reference/findall/retrieve-findall-run-status.md): Retrieve a FindAll run. - [Stream FindAll Events](https://docs.parallel.ai/api-reference/findall/stream-findall-events.md): Stream events from a FindAll run. - [Cancel Monitor](https://docs.parallel.ai/api-reference/monitor/cancel-monitor.md): Cance