Olivepress + Google Scholar

What is Olivepress?

Vertical mini-Perplexity for stock research that pins to authoritative finance sources (FRED for macro, FMP for fundamentals) instead of arbitrary web text, and renders charts as native LLM tool calls. Built as the canonical example of a defensible AI wrapper: source curation IS the moat. Scavio fits underneath as the SERP/Reddit/news layer when traders need community sentiment or recent press the authoritative feeds do not carry. Different roles, no overlap.

Searching Google Scholar with Olivepress

This integration lets your Olivepress agent search Google Scholar in real time via the Scavio API. The agent gets back structured JSON with paper titles, paper URLs, SERP snippets -- ready for reasoning and decision-making.

Setup

// Curate authoritative sources per vertical, then add Scavio HTTP for SERP/Reddit/news fill-in

Code Example

Here is a complete Olivepress agent that searches Google Scholar using Scavio:

# Generic HTTP integration for Olivepress
# Point your framework's HTTP request tool at:
#
#   POST https://api.scavio.dev/api/v2/google
#   Authorization: Bearer sk_live_your_key
#   Content-Type: application/json
#   {"query":"your search query"}
#
# Rows come back under organic_results.
#
# Scavio has no Google Scholar endpoint, so citation counts and author lists are not available. This runs a Google web search - narrow it with site:arxiv.org or filetype:pdf.

Full Working Example

A production-ready example with error handling:

# Generic HTTP integration for Olivepress
# Point your framework's HTTP request tool at:
#
#   POST https://api.scavio.dev/api/v2/google
#   Authorization: Bearer sk_live_your_key
#   Content-Type: application/json
#   {"query":"your search query"}
#
# Rows come back under organic_results.
#
# Scavio has no Google Scholar endpoint, so citation counts and author lists are not available. This runs a Google web search - narrow it with site:arxiv.org or filetype:pdf.

Pricing

Scavio offers a free tier with 50 credits on signup (1 credit per search). No credit card required. This is enough to build and test your Olivepress integration. Paid plans start at $30/month for higher volumes.