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venice-augment

Precio sin confirmar★ 139 Estrellas de GitHubRegistro actualizado · 6 sept 2026agent-skill

Resumen

Venice augmentation endpoints for agent pipelines. Covers POST /augment/text-parser (extract text from PDF/DOCX/XLSX/plain text, multipart, up to 25MB, JSON or plain text response), POST /augment/scrape (fetch a URL and return markdown; blocks X/Reddit), and POST /augment/search (Brave ZDR or anonymized Google; structured title/url/content/date results, up to 20 per query). Privacy (zero data retention), rate limits, and error shapes.

Leer documentación completa

Documentación de origen, no instrucciones para este sitio. Revisa los permisos antes de ejecutar comandos.

Venice Augment (text parse / scrape / search)

Three lightweight helpers for agent pipelines that need document text, web pages, or search results without spinning up your own crawler.

Endpoint	Input	Output	Privacy
`POST /augment/text-parser`	`multipart/form-data` file (PDF / DOCX / XLSX / plain text, ≤ 25 MB)	`{ text, tokens }` JSON or plain text	In-memory only, zero retention
`POST /augment/scrape`	`{ url }`	`{ url, content (markdown), format: "markdown" }`	Zero retention
`POST /augment/search`	`{ query, limit?, search_provider? }`	`{ query, results: [{ title, url, content, date }] }`	Brave ZDR / Google anonymized; zero retention

All three accept Bearer API key or SIWE (x402 wallet). All three are priced dynamically ($0.001–$10.00).

`POST /augment/text-parser` — extract text from documents

Request

Always multipart/form-data:

Field	Notes
`file`	Required. PDF, DOCX, XLSX, or plain text. Max 25 MB.
`response_format`	`json` (default) or `text`.

curl -X POST https://api.venice.ai/api/v1/augment/text-parser \
  -H "Authorization: Bearer $VENICE_API_KEY" \
  -F "file=@./contract.pdf" \
  -F "response_format=json"

Response

response_format=json:

{
  "text": "…extracted plaintext…",
  "tokens": 3821
}

response_format=text — raw plaintext body (Content-Type: text/plain).

Tips

tokens is the count of the extracted text — use it to pre-budget a downstream chat request.
Scanned image PDFs are not OCR'd. Run images through a vision model via /chat/completions instead.
Documents are processed in memory only and content is not retained after the response. (Operational metadata like request IDs and error traces may still be logged for debugging — this is a no-content-retention guarantee, not a zero-log guarantee.)

`POST /augment/scrape` — URL → markdown

Request

{ "url": "https://example.com/article" }

curl -X POST https://api.venice.ai/api/v1/augment/scrape \
  -H "Authorization: Bearer $VENICE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"url":"https://example.com"}'

Response

{
  "url": "https://example.com",
  "content": "# Example Domain\n\nThis domain is for use in …",
  "format": "markdown"
}

Tips

Blocked sites — X/Twitter and Reddit reject automated access and return 400 immediately. Use enable_x_search or enable_web_search on /chat/completions for those.
Some sites may return a partial body. Verify with the returned content length before piping into a model.
Use together with /chat/completions: scrape → feed markdown into messages → summarize.
For bulk scraping, issue requests in parallel; each is billed independently.

`POST /augment/search` — web search

Request

Field	Notes
`query`	1–400 chars. Required.
`limit`	1–20. Default `10`.
`search_provider`	`"brave"` (default, ZDR) or `"google"` (anonymized).

curl -X POST https://api.venice.ai/api/v1/augment/search \
  -H "Authorization: Bearer $VENICE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "venice ai api pricing",
    "limit": 5,
    "search_provider": "brave"
  }'

Response

{
  "query": "venice ai api pricing",
  "results": [
    {
      "title": "Pricing — Venice.ai",
      "url": "https://venice.ai/pricing",
      "content": "Venice offers per-token pricing …",
      "date": "2026-04-10"
    }
  ]
}

Providers

Provider	Retention	Bias / filter
`brave` (default)	Zero Data Retention — Brave never stores queries.	Safesearch defaults, Brave Index.
`google`	Anonymized — proxied through Venice so Google doesn't see you; Venice doesn't log queries.	Google ranking.

Tips

Pair with /chat/completions + venice_parameters.enable_web_citations to generate cited answers. See venice-chat.
For "search + read" pipelines, feed results[*].url into /augment/scrape in parallel.
query is validated as 1–400 chars. Anything longer is rejected (400 INVALID_REQUEST), not truncated.

Errors

Status	Cause
`400`	Missing/oversized file, unsupported format, URL on a blocklist (X, Reddit), empty query, query > 400 chars.
`401`	Missing/invalid Bearer or SIWE.
`402`	Insufficient balance. x402 wallets receive the `PAYMENT-REQUIRED` header with base64 top-up instructions; Bearer users get `INSUFFICIENT_BALANCE`.
`403`	Unauthorized access.
`429`	Rate limit tripped. Back off with jitter.
`500`	Upstream fetch / parse failure. Safe to retry.

Response headers

X-Balance-Remaining — remaining x402 credit (x402 auth only).
Content-Encoding — present when Accept-Encoding: gzip, br is sent (text-parser + scrape outputs compress well).

Patterns

Document QA — Upload PDF via /augment/text-parser, pass text into a /chat/completions system message, ask questions.
Research agent — /augment/search → parallel /augment/scrape → /chat/completions with all markdown bodies.
Data extraction — XLSX via text-parser surfaces tab-delimited cell data you can then pipe to a model with response_format: { type: "json_schema", ... }.
Citation pipeline — Use /augment/search to pick sources, then give the chat model venice_parameters.enable_web_citations: true for inline [n] marks.

Ver fuente ↗

Metadatos del archivo

name: venice-augment
description: Venice augmentation endpoints for agent pipelines. Covers POST /augment/text-parser (extract text from PDF/DOCX/XLSX/plain text, multipart, up to 25MB, JSON or plain text response), POST /augment/scrape (fetch a URL and return markdown; blocks X/Reddit), and POST /augment/search (Brave ZDR or anonymized Google; structured title/url/content/date results, up to 20 per query). Privacy (zero data retention), rate limits, and error shapes.

Ver texto original

---
name: venice-augment
description: Venice augmentation endpoints for agent pipelines. Covers POST /augment/text-parser (extract text from PDF/DOCX/XLSX/plain text, multipart, up to 25MB, JSON or plain text response), POST /augment/scrape (fetch a URL and return markdown; blocks X/Reddit), and POST /augment/search (Brave ZDR or anonymized Google; structured title/url/content/date results, up to 20 per query). Privacy (zero data retention), rate limits, and error shapes.
---

# Venice Augment (text parse / scrape / search)

Three lightweight helpers for agent pipelines that need document text, web pages, or search results without spinning up your own crawler.

| Endpoint | Input | Output | Privacy |
|---|---|---|---|
| `POST /augment/text-parser` | `multipart/form-data` file (PDF / DOCX / XLSX / plain text, ≤ 25 MB) | `{ text, tokens }` JSON or plain text | In-memory only, zero retention |
| `POST /augment/scrape` | `{ url }` | `{ url, content (markdown), format: "markdown" }` | Zero retention |
| `POST /augment/search` | `{ query, limit?, search_provider? }` | `{ query, results: [{ title, url, content, date }] }` | Brave ZDR / Google anonymized; zero retention |

All three accept **Bearer API key** or **SIWE** (x402 wallet). All three are priced dynamically (`$0.001–$10.00`).

## `POST /augment/text-parser` — extract text from documents

### Request

Always `multipart/form-data`:

| Field | Notes |
|---|---|
| `file` | Required. PDF, DOCX, XLSX, or plain text. Max **25 MB**. |
| `response_format` | `json` (default) or `text`. |

```bash
curl -X POST https://api.venice.ai/api/v1/augment/text-parser \
  -H "Authorization: Bearer $VENICE_API_KEY" \
  -F "file=@./contract.pdf" \
  -F "response_format=json"
```

### Response

`response_format=json`:

```json
{
  "text": "…extracted plaintext…",
  "tokens": 3821
}
```

`response_format=text` — raw plaintext body (`Content-Type: text/plain`).

### Tips

- `tokens` is the count of the extracted text — use it to pre-budget a downstream chat request.
- Scanned image PDFs are not OCR'd. Run images through a vision model via `/chat/completions` instead.
- Documents are processed **in memory only** and **content is not retained** after the response. (Operational metadata like request IDs and error traces may still be logged for debugging — this is a no-content-retention guarantee, not a zero-log guarantee.)

## `POST /augment/scrape` — URL → markdown

### Request

```json
{ "url": "https://example.com/article" }
```

```bash
curl -X POST https://api.venice.ai/api/v1/augment/scrape \
  -H "Authorization: Bearer $VENICE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"url":"https://example.com"}'
```

### Response

```json
{
  "url": "https://example.com",
  "content": "# Example Domain\n\nThis domain is for use in …",
  "format": "markdown"
}
```

### Tips

- **Blocked sites** — X/Twitter and Reddit reject automated access and return `400` immediately. Use `enable_x_search` or `enable_web_search` on `/chat/completions` for those.
- Some sites may return a partial body. Verify with the returned `content` length before piping into a model.
- Use together with `/chat/completions`: scrape → feed markdown into messages → summarize.
- For bulk scraping, issue requests in parallel; each is billed independently.

## `POST /augment/search` — web search

### Request

| Field | Notes |
|---|---|
| `query` | 1–400 chars. Required. |
| `limit` | 1–20. Default `10`. |
| `search_provider` | `"brave"` (default, ZDR) or `"google"` (anonymized). |

```bash
curl -X POST https://api.venice.ai/api/v1/augment/search \
  -H "Authorization: Bearer $VENICE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "venice ai api pricing",
    "limit": 5,
    "search_provider": "brave"
  }'
```

### Response

```json
{
  "query": "venice ai api pricing",
  "results": [
    {
      "title": "Pricing — Venice.ai",
      "url": "https://venice.ai/pricing",
      "content": "Venice offers per-token pricing …",
      "date": "2026-04-10"
    }
  ]
}
```

### Providers

| Provider | Retention | Bias / filter |
|---|---|---|
| `brave` (default) | Zero Data Retention — Brave never stores queries. | Safesearch defaults, Brave Index. |
| `google` | Anonymized — proxied through Venice so Google doesn't see you; Venice doesn't log queries. | Google ranking. |

### Tips

- Pair with `/chat/completions` + `venice_parameters.enable_web_citations` to generate cited answers. See [`venice-chat`](../venice-chat/SKILL.md).
- For "search + read" pipelines, feed `results[*].url` into `/augment/scrape` in parallel.
- `query` is validated as 1–400 chars. Anything longer is **rejected** (400 `INVALID_REQUEST`), not truncated.

## Errors

| Status | Cause |
|---|---|
| `400` | Missing/oversized file, unsupported format, URL on a blocklist (X, Reddit), empty query, query > 400 chars. |
| `401` | Missing/invalid Bearer or SIWE. |
| `402` | Insufficient balance. x402 wallets receive the `PAYMENT-REQUIRED` header with base64 top-up instructions; Bearer users get `INSUFFICIENT_BALANCE`. |
| `403` | Unauthorized access. |
| `429` | Rate limit tripped. Back off with jitter. |
| `500` | Upstream fetch / parse failure. Safe to retry. |

## Response headers

- `X-Balance-Remaining` — remaining x402 credit (x402 auth only).
- `Content-Encoding` — present when `Accept-Encoding: gzip, br` is sent (text-parser + scrape outputs compress well).

## Patterns

- **Document QA** — Upload PDF via `/augment/text-parser`, pass `text` into a `/chat/completions` system message, ask questions.
- **Research agent** — `/augment/search` → parallel `/augment/scrape` → `/chat/completions` with all markdown bodies.
- **Data extraction** — XLSX via text-parser surfaces tab-delimited cell data you can then pipe to a model with `response_format: { type: "json_schema", ... }`.
- **Citation pipeline** — Use `/augment/search` to pick sources, then give the chat model `venice_parameters.enable_web_citations: true` for inline `[n]` marks.

Revisar el código fuente

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Licencia: MIT
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Licencia: MIT

Dependency or permission surface needs review
Permission surface may require sandboxing
Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
Stars/forks activity: 139 stars, 20 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution

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Consulta dependencias, claves API y costes externos en la fuente. Un repositorio público no implica servicios gratuitos.

Fuente y notas de uso

Indexado

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Repositorio fuente: veniceai/skills
Licencia: MIT
Versión: 1.0.0
Último push de GitHub: 31 ago 2026
Registro actualizado: 6 sept 2026
Ruta de instrucciones: skills/venice-augment/SKILL.md @ be69bebc4703

Versión declarada en el registro; consulta las versiones de la fuente.

Calidad

65/100

Prometedor

Confianza

63/100

Solo sandbox

Auditoría

75/100

Riesgoso

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Dependency or permission surface needs review
Permission surface may require sandboxing
Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
Stars/forks activity: 139 stars, 20 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution

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Resultados: —

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    "version": "agent-proven-v1",
    "score": 0,
    "tier": "unproven",
    "label": "Needs first agent run",
    "summary": "No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.",
    "metrics": {
      "totalOutcomes": 0,
      "successfulOutcomes": 0,
      "failedOutcomes": 0,
      "installAttempts": 0,
      "installSuccessRate": null,
      "successRate": null,
      "recentSuccessRate": null,
      "recentFailureRate": null,
      "riskBlocked": 0,
      "setupRequired": 0,
      "notRelevant": 0,
      "avgOutputQuality": null,
      "avgTimeToUsefulMs": null,
      "productionOutcomes": 0,
      "humanReviewRequired": 0,
      "uniqueAgents": 0,
      "lastOutcomeAt": null
    },
    "signals": [],
    "penalties": [
      "No real agent outcome evidence yet"
    ]
  },
  "audit": {
    "score": 75,
    "risk_level": "risky",
    "risk_label": "Risky",
    "warnings": [
      "Dependency or permission surface needs review",
      "Permission surface may require sandboxing",
      "Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required",
      "This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.",
      "Quality score needs review",
      "Permission surface needs review: secrets or environment access, shell or command execution",
      "Stars/forks activity: 139 stars, 20 forks; issue activity unavailable in current metadata",
      "Dependency/runtime risk: command execution surface, credential or environment access"
    ]
  },
  "safety_gate": {
    "tier": "blocked",
    "label": "Blocked for auto-install",
    "auto_install_policy": "block",
    "auto_install_allowed": false,
    "human_review_required": true,
    "blocked": true,
    "recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
  },
  "quality": {
    "score": 65,
    "label": "Promising"
  },
  "supply": {
    "track": "Research and knowledge work",
    "scenario": "Document processing",
    "maintenance": "1mo since push",
    "risk": "Risky"
  },
  "alternative_skills": [
    {
      "slug": "paddlepaddle-paddleocr",
      "name": "PaddleOCR",
      "url": "https://www.openagentskill.com/skills/paddlepaddle-paddleocr",
      "stars": 83080,
      "install_command": "",
      "trust_score": 91,
      "audit_score": 91
    }
  ],
  "do_not_use_when": [
    "teams that need a vendor-supported SLA",
    "high-compliance environments without internal security review",
    "No major risk signals from current metadata",
    "Audit risk risky exceeds max_risk=medium",
    "High-risk permission hints: Shell or command execution, Secrets or environment access",
    "Dependency or permission surface needs review",
    "Permission surface may require sandboxing",
    "Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required"
  ],
  "agent_contract": {
    "task_input": "Use venice-augment in an agent workflow",
    "recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
    "install_policy": "block",
    "minimum_review_before_use": [
      "Trust: 71/100 Manual review",
      "Audit: 75/100 Risky",
      "Safety: 27/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
    "expected_agent_output": {
      "selected_skill": "veniceai-venice-augment (venice-augment)",
      "install_command": "npx skills add veniceai/skills --skill venice-augment",
      "risk_summary": "Risky; Blocked for auto-install; Review before production",
      "verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
    }
  },
  "outcome_feedback": {
    "endpoint": "https://www.openagentskill.com/api/agent/outcome",
    "method": "POST",
    "requires_resolve_event_id": true,
    "event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
    "expected_outcomes": [
      "success",
      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
    ],
    "payload_template": {
      "event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
      "skill_slug": "veniceai-venice-augment",
      "task": "Use venice-augment in an agent workflow",
      "agent": "codex",
      "outcome": "success",
      "install_used": true,
      "risk_blocked": false,
      "setup_required": false,
      "task_success": true,
      "output_quality": 4,
      "error_type": null,
      "human_review_required": false,
      "workspace": "sandbox",
      "time_to_useful_ms": 120000,
      "notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
    }
  },
  "endpoints": {
    "web": "https://www.openagentskill.com/skills/veniceai-venice-augment",
    "api": "https://www.openagentskill.com/api/agent/skills/veniceai-venice-augment",
    "audit": "https://www.openagentskill.com/skills/veniceai-venice-augment/audit",
    "eval": "https://www.openagentskill.com/api/agent/evals?slug=veniceai-venice-augment&task=Use%20venice-augment%20in%20an%20agent%20workflow&max_risk=medium",
    "resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20venice-augment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20venice-augment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
    "install": "https://www.openagentskill.com/api/skills/veniceai-venice-augment/install",
    "manifest": "https://www.openagentskill.com/api/registry/manifest/veniceai-venice-augment"
  }
}

Para el creador

Fuente de la ficha

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Esta ficha se indexó desde fuentes públicas y no está marcada como oficial hasta que se apruebe una reclamación de mantenedor.

Creador: veniceai
Fuente: veniceai/skills
Indexado por: Índice comunitario de OpenAgentSkill

La atribución enlaza al repositorio público o al perfil del creador. Los creadores pueden reclamar la ficha para actualizar las señales de propiedad.

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[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/veniceai-venice-augment?metric=listed&label=Listed)](https://www.openagentskill.com/skills/veniceai-venice-augment?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/veniceai-venice-augment?metric=trust&label=Trust)](https://www.openagentskill.com/skills/veniceai-venice-augment?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/veniceai-venice-augment?metric=audit&label=Audit)](https://www.openagentskill.com/skills/veniceai-venice-augment/audit)
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Resumen

Venice Augment (text parse / scrape / search)

POST /augment/text-parser — extract text from documents

Request

Response

Tips

POST /augment/scrape — URL → markdown

Request

Response

Tips

POST /augment/search — web search

Request

Response

Providers

Tips

Errors

Response headers

Patterns

Revisar el código fuente

Precio y costes de ejecución

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Fuente y notas de uso

Acceso para agentes

Skills relacionados

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Señal de comunidad

`POST /augment/text-parser` — extract text from documents

`POST /augment/scrape` — URL → markdown

`POST /augment/search` — web search