Registry indexed
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
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.
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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 documentsAlways 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_format=json:
{
"text": "…extracted plaintext…",
"tokens": 3821
}
response_format=text — raw plaintext body (Content-Type: text/plain).
tokens is the count of the extracted text — use it to pre-budget a downstream chat request./chat/completions instead.POST /augment/scrape — URL → markdown{ "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"}'
{
"url": "https://example.com",
"content": "# Example Domain\n\nThis domain is for use in …",
"format": "markdown"
}
400 immediately. Use enable_x_search or enable_web_search on /chat/completions for those.content length before piping into a model./chat/completions: scrape → feed markdown into messages → summarize.POST /augment/search — web search| 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"
}'
{
"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"
}
]
}
| 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. |
/chat/completions + venice_parameters.enable_web_citations to generate cited answers. See venice-chat.results[*].url into /augment/scrape in parallel.query is validated as 1–400 chars. Anything longer is rejected (400 INVALID_REQUEST), not truncated.| 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. |
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)./augment/text-parser, pass text into a /chat/completions system message, ask questions./augment/search → parallel /augment/scrape → /chat/completions with all markdown bodies.response_format: { type: "json_schema", ... }./augment/search to pick sources, then give the chat model venice_parameters.enable_web_citations: true for inline [n] marks.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.
---
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.
Skill source recorded
Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.
Review before install: Avoid automatic install
Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.
Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.
Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.
Version reported in registry metadata; check source releases before relying on it.
Quality
68/100
Promising
Trust
65/100
Sandbox only
Audit
78/100
Risky
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
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"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"
}
}Listing source
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