Open Targets Search

Search the complete Open Targets database of drug-disease associations and target validation data using natural language queries powered by Valyu's semantic search API.

Why This Skill is Powerful No API Parameter Parsing: Just pass natural language queries directly - no need to construct complex search parameters Semantic Search: Understands the meaning of your query, not just keyword matching Full-Text Access: Returns complete target-disease association data with evidence scores Image Links: Includes data visualizations when available Comprehensive Coverage: Access to all Open Targets drug-disease association data Requirements Node.js 18+ (uses built-in fetch) Valyu API key from https://platform.valyu.ai ($10 free credits) CRITICAL: Script Path Resolution

The scripts/search commands in this documentation are relative to this skill's installation directory.

Before running any command, locate the script using:

OPEN_TARGETS_SCRIPT=$(find ~/.claude/plugins/cache -name "search" -path "/open-targets-search//scripts/*" -type f 2>/dev/null | head -1)

Then use the full path for all commands:

$OPEN_TARGETS_SCRIPT "JAK2 inhibitors" 15

API Key Setup Flow

When you run a search and receive "setup_required": true, follow this flow:

Ask the user for their API key: "To search Open Targets, I need your Valyu API key. Get one free ($10 credits) at https://platform.valyu.ai"

Once the user provides the key, run:

scripts/search setup

Retry the original search.

When to Use This Skill Target validation for diseases Drug-disease associations Target prioritization for research Genetic evidence for targets Target-disease pathway analysis Therapeutic hypothesis validation Output Format { "success": true, "type": "open_targets_search", "query": "JAK2 inhibitors", "result_count": 10, "results": [ { "title": "Target-Disease Association", "url": "https://platform.opentargets.org/...", "content": "Association data, evidence, scores...", "source": "open-targets", "relevance_score": 0.95, "images": ["https://example.com/pathway.png"] } ], "cost": 0.025 }

Processing Results With jq

Get association titles

scripts/search "query" 10 | jq -r '.results[].title'

Get URLs

scripts/search "query" 10 | jq -r '.results[].url'

Extract full content

scripts/search "query" 10 | jq -r '.results[].content'

Common Use Cases Target Validation

Find target evidence

scripts/search "kinase targets in inflammatory diseases" 50

Drug Repurposing

Search for repurposing opportunities

scripts/search "drugs targeting IL-6 pathway" 20

Genetic Evidence

Find genetic associations

scripts/search "loss of function variants protective effects" 15

Disease Mechanism

Search for mechanistic insights

scripts/search "immune checkpoint targets in cancer" 25

Error Handling

All commands return JSON with success field:

{ "success": false, "error": "Error message" }

Exit codes:

0 - Success 1 - Error (check JSON for details) API Endpoint Base URL: https://api.valyu.ai/v1 Endpoint: /search Authentication: X-API-Key header Architecture scripts/ ├── search # Bash wrapper └── search.mjs # Node.js CLI

Direct API calls using Node.js built-in fetch(), zero external dependencies.

Adding to Your Project

If you're building an AI project and want to integrate Open Targets Search directly into your application, use the Valyu SDK:

Python Integration from valyu import Valyu

client = Valyu(api_key="your-api-key")

response = client.search( query="your search query here", included_sources=["valyu/valyu-open-targets"], max_results=20 )

for result in response["results"]: print(f"Title: {result['title']}") print(f"URL: {result['url']}") print(f"Content: {result['content'][:500]}...")

TypeScript Integration import { Valyu } from "valyu-js";

const client = new Valyu("your-api-key");

const response = await client.search({ query: "your search query here", includedSources: ["valyu/valyu-open-targets"], maxResults: 20 });

response.results.forEach((result) => { console.log(Title: ${result.title}); console.log(URL: ${result.url}); console.log(Content: ${result.content.substring(0, 500)}...); });

See the Valyu docs for full integration examples and SDK reference.