Lollms Multimodal Document and Image Parsing SKILL.md skillA
Lollms Multimodal Document and Image Parsing from parisneo/lollms_client is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add parisneo/lollms_client/Lollms Multimodal Document and Image Parsing@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- parisneo/lollms_client
- Path
skills/multimodal_parsing/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed May 26, 2026
- Size
- 2,881 bytes
- Repository stars
- 13
- License
- Apache-2.0
Teaches how to import, parse, and process PDF, DOCX, PPTX, and image files using anchor-mapped and OCR import modes in LollmsDiscussion.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Lollms Multimodal Document and Image Parsing
This skill teaches how to import rich documents (PDF, Word, Slides) and image files into the LoLLMS system using appropriate import modes and anchor configurations.
## 1. Import Modes Overview
The file import subsystem supports four distinct operational modalities:
- `"text"`: Extracts plain text and Markdown only. No images are rendered.
- `"text_images"`: Extracts the text content and simultaneously renders pages/embedded images.
- `"images_only"`: Bypasses text extraction and converts the document strictly to high-resolution JPEG pages (great for scanned documents).
- `"ocr"`: Renders pages and passes them to a local/remote vision-capable LLM to transcribe the visual text, stitching results into a unified document.
## 2. Importing a Document with Anchors
To import a file, use the `import_file` method. For `text_images` mode, a companion image artifact (`<title>::images`) is created automatically. The text is populated with inline anchor tags:
```python
# Import a PDF report
result = discussion.import_file(
path="quarterly_report.pdf",
mode="text_images",
title="q2_report",
activate=True
)
…Read the whole file at its exact version.
How to install
mdr add parisneo/lollms_client/Lollms Multimodal Document and Image Parsing@sha256:0ace1cdccf447e3fThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7gqktqzzdcguh5vv)
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Versions
The registry has recorded 1 version of this file, committed on May 26, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2881 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
parisneo/lollms_client · 13 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7gqktqzzdcguh5vv GET https://markdownregistry.com/api/v1/resolve?ref=parisneo/lollms_client/Lollms Multimodal Document and Image Parsing GET https://markdownregistry.com/api/v1/blob/0ace1cdccf447e3ffc5ecf7988cd54122882dade4a8c21ac533c67d89e1310a2
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.