senso-ingest

Upload and index files or text into a Senso knowledge base.

Updated Aug 27, 2026

Search Tags:#cli #text #upload #document #knowledge-base #ingest #senso

Ready to run

npx skills add https://github.com/kvn8888/MultiModalAgentsHackathon --skill senso-ingest

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: senso-ingest
Source: https://github.com/kvn8888/MultiModalAgentsHackathon/tree/main/.cursor/skills/senso-ingest
Command: npx skills add https://github.com/kvn8888/MultiModalAgentsHackathon --skill senso-ingest

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Uploads files or raw text into a Senso knowledge base, handling uploads, presigned URLs, raw text/markdown creation, folder targeting, and processing status polling to streamline knowledge-base ingestion.

Core Features & Use Cases

Handles file uploads via presigned URLs with automatic hashing and de-duplication
Creates raw text/markdown content in KB folders
Supports folder targeting and status polling to monitor ingestion progress
Real-world use: a team ingests monthly reports and notes into a central Senso KB for search and retrieval

Quick Start

Start by sending a file or text to your Senso KB using the ingest flow and then check status with sync-status.

Frequently Asked Questions about senso-ingest

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I upload documents to a knowledge base using presigned URLs?▼

You can upload documents to a knowledge base using presigned URLs by relying on automated CLI handling for file transfers, content hashing for deduplication, and background status polling to verify ingestion progress.

What is the best way to batch ingest raw text and files into a KB folder?▼

The best way to batch ingest raw text and files into a KB folder is to use an automated ingestion flow that targets specific folders, processes markdown content, and polls sync status to monitor background indexing.

Can I monitor document ingestion status after uploading files to a knowledge base?▼

You can monitor document ingestion status after uploading files by polling the background processing status through the sync-status command, which verifies that uploaded content has been fully indexed and deduplicated.

Does the Senso CLI support content hashing for deduplication during file uploads?▼

The Senso CLI supports content hashing for deduplication during file uploads, automatically generating hashes to prevent duplicate documents from being indexed in the same knowledge base folder.

Why use presigned URL handling for onboarding content ingestion into a knowledge base?▼

Presigned URL handling streamlines onboarding content ingestion by securely automating file transfers directly to storage, enabling teams to batch-add archival documents and notes without manual upload steps.