AgentIndex icon
AgentIndex
sample-okf-llm-wiki logo
sample-okf-llm-wiki
★ 33
vs
football-docs logo
football-docs
★ 197

sample-okf-llm-wiki vs football-docs

sample-okf-llm-wiki: Data Wiki converts AWS data sources like Glue Data Catalog and Redshift into portable, AI-authored knowledge bundles, making complex data semantics accessible to AI agents. It uses LLMs to generate markdown documentation for datasets, including tables, joins, and metrics, and serves these via the Model Context Protocol (MCP).; football-docs: football-docs provides AI coding agents with a searchable index of documentation for 15 football data providers, including event types, API endpoints, and data models. It ensures agents use verified, sourced documentation with provenance tracking, preventing inaccuracies from LLM training data.

01

TL;DR

sample-okf-llm-wiki logo
sample-okf-llm-wikiRAG / Knowledge Base · ★ 33

Enabling AI agents to understand complex AWS data semantics.

Read sample-okf-llm-wiki full review →
football-docs logo
football-docsRAG / Knowledge Base · ★ 197

Look up specific football data qualifiers or event representations, such as Opta qualifier IDs or StatsBomb shot events.

Read football-docs full review →
02

Side-by-Side Comparison

Field
sample-okf-llm-wiki logosample-okf-llm-wiki
football-docs logofootball-docs
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 33
★ 197
License
MIT-0
—
Install Command
git clone https://github.com/okf/sample-okf-llm-wiki.git && cd sample-okf-llm-wiki && ./scripts/deploy.sh
npx -y football-docs
Updated
1d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AWS, LLM, RAG
Football Data, AI Agents, Documentation
03

Features

sample-okf-llm-wiki logosample-okf-llm-wiki
01Automated Induction: AI agents author knowledge bundles from source catalogs.
02Pluggable Data Sources: Supports AWS Glue and Amazon Redshift, with extensible architecture.
03Self-Healing Freshness: Automatically re-harvests on Glue catalog changes and keeps search index in sync.
04Served Over MCP: Enables agents to discover, read, and semantically search bundles via the Model Context Protocol.
05Web Console: Provides a React UI for managing datasets, harvests, and browsing bundles.
football-docs logofootball-docs
01Full-text search across all provider documentation, filtering by provider, with results including provenance (source URL, version).
02Ability to list all indexed providers and their documentation coverage.
03Functionality to compare how different providers handle the same concept or data types.
04Tool to request updates for new providers, flag outdated documentation, or suggest better doc sources.
04

Use Cases

sample-okf-llm-wiki logosample-okf-llm-wiki
↳Enabling AI agents to understand complex AWS data semantics.
↳Automated generation and synchronization of data documentation.
↳Providing semantic search and QA capabilities over enterprise data.
↳Integrating structured data knowledge into LLM applications via MCP.
↳Benchmarking and improving text-to-SQL agent accuracy.
football-docs logofootball-docs
↳Look up specific football data qualifiers or event representations, such as Opta qualifier IDs or StatsBomb shot events.
↳Compare coordinate systems or data models across different football data providers, like Opta versus Wyscout.
↳Identify reliable identity bridges for players across various platforms, such as Transfermarkt players.
↳Check for the availability of specific data types from a provider, for instance, whether SportMonks offers xG data.
FAQ

FAQ

What is the difference between sample-okf-llm-wiki and football-docs?
Both sample-okf-llm-wiki and football-docs are in the RAG / Knowledge Base category. sample-okf-llm-wiki has 33 stars, while football-docs has 197 stars.
Which is better, sample-okf-llm-wiki or football-docs?
The best choice depends on your use case. Choose sample-okf-llm-wiki if Enabling AI agents to understand complex AWS data semantics., and football-docs if Look up specific football data qualifiers or event representations, such as Opta qualifier IDs or StatsBomb shot events..
Is sample-okf-llm-wiki free or open source?
Yes, sample-okf-llm-wiki is open source on GitHub (MIT-0).
Is football-docs free or open source?
Yes, football-docs is open source on GitHub.
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