How much does it cost to index documents?

Indexing is priced at approximately $0.15 per 1 million input tokens, with a free tier providing up to 1GB of total storage.

Is automatic chunking configurable?

Yes, the skill provides recommended chunking configurations for technical docs, prose, and legal contracts to optimize retrieval quality.

Does this skill handle document updates?

Since indexed documents are immutable, the skill implements a delete-and-reupload pattern to handle document versioning and updates.

Which Gemini models are compatible with this skill?

This skill requires Gemini 3 Pro or Gemini 3 Flash models; it is not compatible with Gemini 1.5 or 2.x versions.

What file formats does Gemini File Search support?

The API supports over 100 file formats, including PDF, Microsoft Word, Excel, and various source code files.

Google Gemini File Search

Name: Google Gemini File Search
Author: evolv3ai

byevolv3ai

0•

Data Science & ML

Implements fully managed Retrieval-Augmented Generation (RAG) using the Google Gemini File Search API for advanced document Q&A.

This skill provides a comprehensive implementation of Google Gemini's managed File Search, enabling developers to build sophisticated document Q&A systems with automatic chunking, embeddings, and citations. It simplifies the integration of over 100 file formats and includes robust error-prevention logic for common pitfalls like document immutability, storage quotas, and polling timeouts. Ideal for creating searchable knowledge bases and semantic search engines, it features optimized templates for Cloudflare Workers and Next.js environments using the latest Gemini 3 models.

Key Features

01Support for 100+ file formats including PDF, Word, and code

02Precise semantic search with natural language citations

030 GitHub stars

04Fully managed RAG with automatic chunking and embeddings

05Built-in error prevention for 12 common API implementation pitfalls

06Cloudflare Workers and Next.js integration templates

Use Cases

01Developing research tools for semantic querying across large document sets

02Building internal knowledge bases for searchable technical documentation

03Creating automated support bots that reference product manuals and FAQs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add evolv3ai/claude-skills-archive google-gemini-file-search

For use in Claude.ai and ChatGPT

Download Skill