Search API Selection
Measuring Search API Latency for Real-Time Agent Loops
Cumulative latency across sequential searches matters more than any single API call's speed.
Claudette Ferrand-Mora
· 8 min read
MCP Toolstack — Page 2
The Latest
Search API Selection
FinSearchComp Benchmark for Financial Search APIs
A benchmark for financial AI that tests retrieval over reasoning in open-domain search.
Marcus Oyelaran
Search API Selection
DeepSearchQA Benchmark Methodology and Results
New benchmark measures whether AI can find every correct answer, not just one.
Priya Subramaniam
LLM Grounding & RAG
Reranking Web Search Results for LLM Context Windows
Reranking filters noise from initial search results to deliver cleaner context for language models.
Tobias Wrenfield
LLM Grounding & RAG
Chunking and Context Management for Web-Retrieved Content
How you split web documents for LLMs shapes every retrieval decision that follows.
Marcus Oyelaran
LLM Grounding & RAG
Hybrid Retrieval Combining Vector Search and Live Web Results
Hybrid retrieval fixes blind spots no single search method can overcome.
Marcus Oyelaran
LLM Grounding & RAG
Solving LLM Knowledge Cutoff Problems With Live Web APIs
Integrating live web APIs into language models keeps them current and cuts hallucination risks.
Priya Subramaniam
LLM Grounding & RAG
Evaluating RAG Output Quality With Automated Test Harnesses
Test RAG systems at three separate layers, not one end-to-end score.
Marcus Oyelaran
LLM Grounding & RAG
Prompt Construction for Search-Grounded LLM Responses
Prompt design, not model capacity, determines whether retrieved facts actually ground LLM answers.
Tobias Wrenfield
LLM Grounding & RAG
Streaming Search Results Into LLM Generation Pipelines
Stream search results into models without blocking retrieval or losing performance to buffering.
Marcus Oyelaran
AI Agent Architecture
Reducing Hallucination in LLM Responses With Search Grounding
Grounding LLM answers in retrieved facts eliminates the model's need to fabricate from memory.
Priya Subramaniam
AI Agent Architecture
Structured Output Extraction From Live Web Pages in Agents
Agents fail on live websites because they can't see what humans see.
Priya Subramaniam