document-processing

Process unstructured documents (PDF, DOCX, PPTX, XLSX) into search-ready JSONL chunks using Docling. Runs locally — no AWS or cloud services needed. Use this skill when the user wants to prepare documents for indexing, chunk documents, evaluate chunk quality, or convert PDFs to searchable text. Activate even if the user says process documents, chunk my files, prepare for search, or Docling.

Jump to install

Repository: opensearch-project/opensearch-agent-skills
Last source activity: August 4, 2026 at 18:59
Detected SKILL.md language: English
Stars: 52
Forks: 52

Install options

The review-first prompt is selected by default. You can switch to a direct command or download a local copy.

Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

A direct command skips the review prompt. Inspect the source before running it.

npx skills add https://github.com/opensearch-project/opensearch-agent-skills --skill document-processing

The command stays on one line. Scroll horizontally to inspect it before copying.

Prefer a local copy? Download the files currently available to SkillsMP.

Review the source files

Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.

File Explorer

2 files

SKILL.md

Source instructions · Read-only preview

Back to search Back to installation

aiven-setup

Deploy OpenSearch search applications to Aiven for OpenSearch (a fully managed OpenSearch service across AWS, GCP, Azure, DigitalOcean, and UpCloud). Use this skill when the user wants to provision an Aiven OpenSearch service, deploy a search configuration to Aiven, migrate a local search setup to Aiven, or manage Aiven-hosted OpenSearch infrastructure. Activate even if the user says Aiven, avn, Aiven Console, managed OpenSearch on Aiven, or Aiven OpenSearch without mentioning search. For Amazon OpenSearch Service or Serverless, use aws-setup instead.

2026-08-06

cloud

Deploy OpenSearch search applications to managed cloud providers. Use this skill when the user wants to provision an OpenSearch domain or serverless collection on AWS, provision a managed OpenSearch service on Aiven, deploy search configurations, set up Bedrock connectors, configure IAM roles for OpenSearch, or migrate a local setup to a managed OpenSearch. Activate even if the user says AOS, AOSS, OpenSearch Service, serverless collection, Bedrock connector, SigV4, AWS deployment, Aiven, or managed OpenSearch.

2026-08-06

opensearch-skills

Build search applications and query log analytics data with OpenSearch. Use this skill when the user mentions OpenSearch, search app, index setup, search architecture, semantic search, vector search, hybrid search, BM25, dense vector, sparse vector, agentic search, RAG, embeddings, KNN, PDF ingestion, document processing, or any related search topic. Also use for log analytics and observability — when the user wants to set up log ingestion, query logs with PPL, analyze error patterns, set up index lifecycle policies, investigate traces, or check stack health. Activate even if the user says log analysis, Fluent Bit, Fluentd, Logstash, syslog, traceId, OpenTelemetry, or log analytics without mentioning OpenSearch.

2026-08-06

View all from this repository

name	document-processing
description	Process unstructured documents (PDF, DOCX, PPTX, XLSX) into search-ready JSONL chunks using Docling. Runs locally — no AWS or cloud services needed. Use this skill when the user wants to prepare documents for indexing, chunk documents, evaluate chunk quality, or convert PDFs to searchable text. Activate even if the user says process documents, chunk my files, prepare for search, or Docling.
compatibility	Requires uv.
metadata	{"author":"opensearch-project","version":"1.0"}