> ## Documentation Index > Fetch the complete documentation index at: https://aisa.one/docs/llms.txt > Use this file to discover all available pages before exploring further. > ## Agent Instructions > - Base URLs: models `https://api.aisa.one/v1` (Gemini GenerateContent: `https://api.aisa.one/v1beta`); data APIs `https://api.aisa.one/apis/v1`. The `servers` of each operation in https://aisa.one/openapi.yaml is authoritative. > - Auth: `Authorization: Bearer $AISA_API_KEY`. Never print, log, or commit the key. > - MCP (preferred for agents): `https://mcp.aisa.one/mcp`, signed in with OAuth, so there is no key to paste. > - Agent Skill: `npx skills add AIsa-team/agent-skills --skill aisa`. Fallback with the AIsa CLI: `aisa skills install aisa`. > - Spending: docs, https://aisa.one/models, https://aisa.one/api, `/v1/models`, and MCP `search`, `list_categories`, `get_details`, `batch_quote`, and the `account` operation are free. Quote the exact calls before running them (MCP `batch_quote`, CLI `aisa quote --json`). If the quote reports `auto_execute_eligible: true`, run it unless the user set a tighter limit or asked only for a quote. Otherwise, tell the user in one message the planned calls, the quoted price, and a total USD budget for the task, then wait for approval. Direct HTTP calls follow the stricter rule at https://aisa.one/docs/get-started/cli.md#direct-http-fallback. Do not make paid calls to test availability. Full rule: https://aisa.one/llms.txt # Stream FindAll Events > Stream events from a FindAll run. Args: request: The Shapi request。findall_id: The FindAll run ID.last_event_id: Optional event ID to resume from.timeout: Optional timeout in seconds. If None, keep connection alive as long as the run is going. If set, stop after specified duration. Published reference price: $0.012 USD per successful request. Account-specific pricing and final settlement may differ. ## Request contract * **Method and path:** GET /apis/v1/parallel/findall/runs/\{findall\_id}/events * **Availability:** enabled * **Request URL template:** [https://api.aisa.one/apis/v1/parallel/findall/runs/\{findall\_id\}/events](https://api.aisa.one/apis/v1/parallel/findall/runs/\{findall\_id\}/events) * **parallel-beta:** header; optional * **findall\_id:** path; required * **last\_event\_id:** query; optional * **timeout:** query; optional * **Runtime facts:** 5d413ff65ac53e696e28c5a12c4dbbb99e94b7667cbafba2e2c6b9da9156a731 [Complete OpenAPI definition](https://aisa.one/docs/openapi/parallel.ai.json) Effective request and pricing declaration (including authentication and referenced schemas): ```json theme={null} { "operationId": "any_parallel_ai_apis_v1_parallel_findall_runs_fin_63a9dc", "method": "GET", "path": "/apis/v1/parallel/findall/runs/{findall_id}/events", "servers": [ { "url": "https://api.aisa.one" } ], "parameters": [ { "deprecated": true, "in": "header", "name": "parallel-beta", "required": false, "schema": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "deprecated": true, "title": "Parallel-Beta" } }, { "in": "path", "name": "findall_id", "required": true, "schema": { "title": "Findall Id", "type": "string" } }, { "in": "query", "name": "last_event_id", "required": false, "schema": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "title": "Last Event Id" } }, { "in": "query", "name": "timeout", "required": false, "schema": { "anyOf": [ { "type": "number" }, { "type": "null" } ], "title": "Timeout" } } ], "security": [ { "bearerAuth": [] } ], "x-aisa-status": "enabled", "x-aisa-pricing": { "cost_contract": "explicit_zero", "customer_pricing": "fixed_success", "default_request_estimate_usd": 0.012, "estimate_source": "profile_seed", "evidence_source": "request_snapshot" }, "components": { "securitySchemes": { "bearerAuth": { "scheme": "bearer", "type": "http" } } } } ``` ## Cost and request rules Published reference price: \$0.012 USD per successful request. Account-specific pricing and final settlement may differ. Published reference values are not an account-specific quote or a settled charge. For endpoints supporting X-AISA-Cost-Mode: quote, obtain a free quote for your exact request before execution; reconcile the settled cost with response metadata and Usage Logs. USD amounts use 1,000,000 integer micro-USD per dollar. * **Default request reference estimate (USD):** 0.012 * **Cost contract:** explicit\_zero * **Settlement evidence source:** request\_snapshot ## OpenAPI ````yaml openapi/parallel.ai.json GET /apis/v1/parallel/findall/runs/{findall_id}/events openapi: 3.1.0 info: description: '' title: Parallel.ai version: '1' x-aisa-capabilities: idempotency: Idempotency-Key max_price: X-AISA-Max-Price-USD quote: header: X-AISA-Cost-Mode value: quote x-aisa-catalogs: parallel.ai: description: '' title: Parallel.ai x-aisa-capabilities: idempotency: Idempotency-Key max_price: X-AISA-Max-Price-USD quote: header: X-AISA-Cost-Mode value: quote x-aisa-document: facts_hash: 5d413ff65ac53e696e28c5a12c4dbbb99e94b7667cbafba2e2c6b9da9156a731 generator_version: '3' protocol_version: '1' schema_version: '1' x-aisa-plans: builder: 1 display_plan: payg payg: 1 similarweb_payg: 1 team: 1 version: e70a0959cd1b93b84ae16dffd7a538273ddb9c1d46277b82823c37ff1b6bc0fb x-aisa-configured-paths: - /apis/v1/parallel/chat/completions - /apis/v1/parallel/extract - /apis/v1/parallel/findall/ingest - /apis/v1/parallel/findall/runs/{findall_id} - /apis/v1/parallel/findall/runs/{findall_id}/cancel - /apis/v1/parallel/findall/runs/{findall_id}/events - /apis/v1/parallel/findall/runs/{findall_id}/result - /apis/v1/parallel/findall/runs/{findall_id}/schema - /apis/v1/parallel/monitors/{monitor_id} - /apis/v1/parallel/monitors/{monitor_id}/cancel - /apis/v1/parallel/monitors/{monitor_id}/events - /apis/v1/parallel/monitors/{monitor_id}/update - /apis/v1/parallel/tasks/groups - /apis/v1/parallel/tasks/groups/{taskgroup_id} - /apis/v1/parallel/tasks/groups/{taskgroup_id}/events - /apis/v1/parallel/tasks/groups/{taskgroup_id}/runs/{run_id} - /apis/v1/parallel/tasks/runs/{run_id} - /apis/v1/parallel/tasks/runs/{run_id}/events - /apis/v1/parallel/tasks/runs/{run_id}/input - /apis/v1/parallel/tasks/runs/{run_id}/result - /apis/v1/parallel/v1beta/tasks/runs/{run_id}/events x-aisa-document: composer_version: '20' document_hash: sha256:faf7bdc612cf28356fbb13a4aafcba6664c0f5f6176fe3ef56b5c4d887f62c03 facts_hash: 5d413ff65ac53e696e28c5a12c4dbbb99e94b7667cbafba2e2c6b9da9156a731 generator_version: '3' protocol_version: '1' response_pending: [] schema_version: '1' x-aisa-plans: builder: 1 display_plan: payg payg: 1 similarweb_payg: 1 team: 1 version: e70a0959cd1b93b84ae16dffd7a538273ddb9c1d46277b82823c37ff1b6bc0fb x-aisa-provider: parallel.ai servers: - url: https://api.aisa.one security: - bearerAuth: [] paths: /apis/v1/parallel/findall/runs/{findall_id}/events: get: tags: - default summary: Stream FindAll Events description: >- Stream events from a FindAll run. Args: request: The Shapi request。findall_id: The FindAll run ID.last_event_id: Optional event ID to resume from.timeout: Optional timeout in seconds. If None, keep connection alive as long as the run is going. If set, stop after specified duration. Published reference price: $0.012 USD per successful request. Account-specific pricing and final settlement may differ. operationId: any_parallel_ai_apis_v1_parallel_findall_runs_fin_63a9dc parameters: - deprecated: true in: header name: parallel-beta required: false schema: anyOf: - type: string - type: 'null' deprecated: true title: Parallel-Beta - in: path name: findall_id required: true schema: title: Findall Id type: string - in: query name: last_event_id required: false schema: anyOf: - type: string - type: 'null' title: Last Event Id - in: query name: timeout required: false schema: anyOf: - type: number - type: 'null' title: Timeout responses: '200': content: text/event-stream: example: data: candidate_id: candidate_52e1e30b-4e0a-49d8-82eb-79e64e0ed015 description: >- Pika is an AI video generation platform that creates and edits videos from text prompts or images. match_status: generated name: Pika url: pika.art event_id: 56cee734dbc84172bfc491327f2a0183 timestamp: '2025-09-10T21:02:08.626446Z' type: findall.candidate.generated schema: discriminator: mapping: error: '#/components/schemas/ResponseB67C75A8Feba_ErrorEvent' findall.candidate.discarded: >- #/components/schemas/ResponseB67C75A8Feba_FindAllCandidateMatchStatusEvent findall.candidate.enriched: >- #/components/schemas/ResponseB67C75A8Feba_FindAllCandidateMatchStatusEvent findall.candidate.generated: >- #/components/schemas/ResponseB67C75A8Feba_FindAllCandidateMatchStatusEvent findall.candidate.matched: >- #/components/schemas/ResponseB67C75A8Feba_FindAllCandidateMatchStatusEvent findall.candidate.unmatched: >- #/components/schemas/ResponseB67C75A8Feba_FindAllCandidateMatchStatusEvent findall.schema.updated: >- #/components/schemas/ResponseB67C75A8Feba_FindAllSchemaUpdatedEvent findall.status: >- #/components/schemas/ResponseB67C75A8Feba_FindAllRunStatusEvent propertyName: type oneOf: - $ref: >- #/components/schemas/ResponseB67C75A8Feba_FindAllSchemaUpdatedEvent - $ref: >- #/components/schemas/ResponseB67C75A8Feba_FindAllRunStatusEvent - $ref: >- #/components/schemas/ResponseB67C75A8Feba_FindAllCandidateMatchStatusEvent - $ref: '#/components/schemas/ResponseB67C75A8Feba_ErrorEvent' title: >- Response 200 Get Findall Events V1Beta Findall Runs Findall Id Events Get description: Successful Response default: content: application/json: schema: {} description: >- Error response; upstream passthrough responses may use provider formats components: schemas: ResponseB67C75A8Feba_ErrorEvent: description: Event indicating an error. properties: error: $ref: '#/components/schemas/ResponseB67C75A8Feba_Error' description: Error. type: const: error description: Event type; always 'error'. title: Type type: string required: - type - error title: ErrorEvent type: object ResponseB67C75A8Feba_FindAllCandidateMatchStatusEvent: description: Event containing a candidate whose match status has changed. properties: data: $ref: '#/components/schemas/ResponseB67C75A8Feba_FindAllCandidate' description: The candidate whose match status has been updated. event_id: description: Unique event identifier for the event. title: Event Id type: string timestamp: description: Timestamp of the event. format: date-time title: Timestamp type: string type: description: >- Event type; one of findall.candidate.generated, findall.candidate.matched, findall.candidate.unmatched, findall.candidate.discarded, findall.candidate.enriched. enum: - findall.candidate.generated - findall.candidate.matched - findall.candidate.unmatched - findall.candidate.discarded - findall.candidate.enriched title: Type type: string required: - type - timestamp - event_id - data title: FindAllCandidateMatchStatusEvent type: object ResponseB67C75A8Feba_FindAllSchemaUpdatedEvent: description: Event containing full snapshot of FindAll run state. properties: data: $ref: '#/components/schemas/ResponseB67C75A8Feba_FindAllSchema' description: Updated FindAll schema. event_id: description: Unique event identifier for the event. title: Event Id type: string timestamp: description: Timestamp of the event. format: date-time title: Timestamp type: string type: const: findall.schema.updated description: Event type; always 'findall.schema.updated'. enum: - findall.schema.updated title: Type type: string required: - type - timestamp - event_id - data title: FindAllSchemaUpdatedEvent type: object ResponseB67C75A8Feba_FindAllRunStatusEvent: description: Event containing status update for FindAll run. properties: data: $ref: '#/components/schemas/ResponseB67C75A8Feba_FindAllRun' description: Updated FindAll run information. event_id: description: Unique event identifier for the event. title: Event Id type: string timestamp: description: Timestamp of the event. format: date-time title: Timestamp type: string type: const: findall.status description: Event type; always 'findall.status'. enum: - findall.status title: Type type: string required: - type - timestamp - event_id - data title: FindAllRunStatusEvent type: object ResponseB67C75A8Feba_Error: description: An error message. properties: detail: anyOf: - additionalProperties: true type: object - type: 'null' description: Optional detail supporting the error. title: Detail message: description: Human-readable message. title: Message type: string ref_id: description: Reference ID for the error. title: Reference ID type: string required: - ref_id - message title: Error type: object ResponseB67C75A8Feba_FindAllCandidate: description: >- Candidate for a find all run that may end up as a match. Contains all the candidate's metadata and the output of the match conditions. A candidate is a match if all match conditions are satisfied. properties: basis: anyOf: - items: $ref: '#/components/schemas/ResponseB67C75A8Feba_FieldBasis' type: array - type: 'null' description: List of FieldBasis objects supporting the output. title: Basis candidate_id: description: ID of the candidate. title: Candidate ID type: string description: anyOf: - type: string - type: 'null' description: >- Brief description of the entity that can help answer whether entity satisfies the query. title: Description match_status: description: >- Status of the candidate. One of generated, matched, unmatched, discarded. enum: - generated - matched - unmatched - discarded title: Match Status type: string name: description: Name of the candidate. title: Name type: string output: anyOf: - additionalProperties: true type: object - type: 'null' description: >- Results of the match condition evaluations for this candidate. This object contains the structured output that determines whether the candidate matches the overall FindAll objective. title: Output url: description: >- URL that provides context or details of the entity for disambiguation. title: Url type: string required: - candidate_id - name - url - match_status title: FindAllCandidate type: object ResponseB67C75A8Feba_FindAllSchema: description: Response model for FindAll ingest. properties: enrichments: anyOf: - items: $ref: '#/components/schemas/ResponseB67C75A8Feba_FindAllEnrichInput' type: array - type: 'null' description: List of enrichment inputs for the FindAll run. title: Enrichments entity_type: description: Type of the entity for the FindAll run. title: Entity Type type: string generator: default: core description: The generator of the FindAll run. enum: - base - core - pro - preview title: Generator type: string match_conditions: description: List of match conditions for the FindAll run. items: $ref: '#/components/schemas/ResponseB67C75A8Feba_MatchCondition' title: Match Conditions type: array match_limit: anyOf: - type: integer - type: 'null' description: Max number of candidates to evaluate title: Match Limit objective: description: Natural language objective of the FindAll run. examples: - Find all AI companies that raised Series A funding in 2024 title: Objective type: string required: - objective - entity_type - match_conditions title: FindAllSchema type: object ResponseB67C75A8Feba_FindAllRun: description: FindAll run object with status and metadata. properties: created_at: anyOf: - type: string - type: 'null' description: Timestamp of the creation of the run, in RFC 3339 format. title: Created At findall_id: description: ID of the FindAll run. title: FindAll ID type: string generator: description: Generator for the FindAll run. enum: - base - core - pro - preview title: Generator type: string metadata: anyOf: - additionalProperties: anyOf: - type: string - type: integer - type: number - type: boolean type: object - type: 'null' description: Metadata for the FindAll run. title: Metadata modified_at: anyOf: - type: string - type: 'null' description: >- Timestamp of the latest modification to the FindAll run result, in RFC 3339 format. title: Modified At status: $ref: '#/components/schemas/ResponseB67C75A8Feba_FindAllRunStatus' description: Status object for the FindAll run. required: - findall_id - status - generator title: FindAllRun type: object ResponseB67C75A8Feba_FieldBasis: description: Citations and reasoning supporting one field of a task output. properties: citations: default: [] description: List of citations supporting the output field. items: $ref: '#/components/schemas/ResponseB67C75A8Feba_Citation' title: Citations type: array confidence: anyOf: - type: string - type: 'null' default: null description: >- Confidence level for the output field. Only certain processors provide confidence levels. examples: - low - medium - high title: Confidence field: description: Name of the output field. title: Field type: string reasoning: description: Reasoning for the output field. title: Reasoning type: string required: - field - reasoning title: FieldBasis type: object ResponseB67C75A8Feba_FindAllEnrichInput: description: Input model for FindAll enrich. properties: mcp_servers: anyOf: - items: $ref: '#/components/schemas/ResponseB67C75A8Feba_McpServer' type: array - type: 'null' description: List of MCP servers to use for the task. title: Mcp Servers output_schema: $ref: '#/components/schemas/ResponseB67C75A8Feba_JsonSchema' description: JSON schema for the enrichment output schema for the FindAll run. processor: default: core description: Processor to use for the task. title: Processor type: string required: - output_schema title: FindAllEnrichInput type: object ResponseB67C75A8Feba_MatchCondition: description: Match condition model for FindAll ingest. properties: description: description: >- Detailed description of the match condition. Include as much specific information as possible to help improve the quality and accuracy of Find All run results. examples: - >- Company must have SOC2 Type II certification (not Type I). Look for evidence in: trust centers, security/compliance pages, audit reports, or press releases specifically mentioning 'SOC2 Type II'. If no explicit SOC2 Type II mention is found, consider requirement not satisfied. title: Description type: string name: description: Name of the match condition. title: Name type: string required: - name - description title: MatchCondition type: object ResponseB67C75A8Feba_FindAllRunStatus: description: Status object for FindAll run. properties: is_active: description: Whether the FindAll run is active title: Is Active type: boolean metrics: $ref: '#/components/schemas/ResponseB67C75A8Feba_FindAllCandidateMetrics' description: Candidate metrics for the FindAll run. status: description: Status of the FindAll run. enum: - queued - action_required - running - completed - failed - cancelling - cancelled title: Status type: string termination_reason: anyOf: - enum: - low_match_rate - match_limit_met - candidates_exhausted - user_cancelled - error_occurred - timeout - insufficient_funds type: string - type: 'null' description: Reason for termination when FindAll run is in terminal status. title: Termination Reason required: - status - is_active - metrics title: FindAllRunStatus type: object ResponseB67C75A8Feba_Citation: description: A citation for a task output. properties: excerpts: anyOf: - items: type: string type: array - type: 'null' default: null description: >- Excerpts from the citation supporting the output. Only certain processors provide excerpts. title: Excerpts title: anyOf: - type: string - type: 'null' default: null description: Title of the citation. title: Title url: description: URL of the citation. title: Url type: string required: - url title: Citation type: object ResponseB67C75A8Feba_McpServer: description: MCP server configuration. properties: allowed_tools: anyOf: - items: type: string type: array - type: 'null' description: List of allowed tools for the MCP server. title: Allowed Tools headers: anyOf: - additionalProperties: format: password type: string writeOnly: true type: object - type: 'null' description: Headers for the MCP server. title: Headers name: description: Name of the MCP server. title: Name type: string type: const: url default: url description: Type of MCP server being configured. Always `url`. title: Type type: string url: description: URL of the MCP server. title: Url type: string required: - url - name title: McpServer type: object ResponseB67C75A8Feba_JsonSchema: description: JSON schema for a task input or output. properties: json_schema: additionalProperties: true description: A JSON Schema object. Only a subset of JSON Schema is supported. examples: - additionalProperties: false properties: gdp: description: >- GDP in USD for the year, formatted like '$3.1 trillion (2023)' type: string required: - gdp type: object title: Json Schema type: object type: const: json default: json description: The type of schema being defined. Always `json`. title: Type type: string required: - json_schema title: JsonSchema type: object ResponseB67C75A8Feba_FindAllCandidateMetrics: description: Metrics object for FindAll run. properties: generated_candidates_count: default: 0 description: Number of candidates that were selected. title: Generated Candidates Count type: integer matched_candidates_count: default: 0 description: Number of candidates that evaluated to matched. title: Matched Candidates Count type: integer title: FindAllCandidateMetrics type: object securitySchemes: bearerAuth: scheme: bearer type: http ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.