Agolo: enhancing large language model (LLM) accuracy with knowledge graph-driven retrieval augmented generation (RAG)

Ended Purchase Order Awarded

Contract number
FA864925P0030
Awardee
Awarding agency
Obligated
$74,233

Award facts

Contract value 100% obligated
$74,233.00 Current and potential, with all options
Completion date 100% complete
Current and potential, with all options
NAICS code
541715 Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)
PSC
AC32 National Defense R&D Services; Defense-Related Activities; Applied Research
Set-aside
Total Small Business
Competition
Full and Open Competition after exclusion of sources Negotiated Proposal / Quote
Pricing
Firm Fixed Price
Place of performance
New York, NY 10031, USA
Research
SBIR Program Phase I Action

Award details come from SAM.gov/FPDS.

About this award

This is a $74,233 firm fixed-price Phase I Small Business Innovation Research (SBIR) contract awarded by the Air Force Research Laboratory (AFRL) to Ninoh, Inc., doing business as Agolo, a small business artificial intelligence software company. The contract is for the project titled "AGOLO: ENHANCING LARGE LANGUAGE MODEL (LLM) ACCURACY WITH KNOWLEDGE GRAPH-DRIVEN RETRIEVAL AUGMENTED GENERATION (RAG)," which aims to develop advanced natural language processing and knowledge management capabilities. Agolo has a demonstrated track record of securing SBIR contracts with AFRL, focused on cutting-edge AI technologies for national defense and research applications. The contract has a completion date of June 23, 2025 and is set aside for total small business participation.

Quick answers

Who was awarded contract FA864925P0030?

FA864925P0030 was awarded to Ninoh, Inc. by Air Force Research Laboratory (Air Force Materiel Command) on March 20, 2025.

How much is contract FA864925P0030 worth?

The government has obligated $74,233 on FA864925P0030.

Was contract FA864925P0030 competed?

The extent of competition for FA864925P0030 was full and open competition after exclusion of sources. It was set aside: Total Small Business.

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