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Blog
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Noetic Caching: The Key to Smarter, Faster Chatbots

Since late 2022, Large Language Model (LLM) chatbots have revolutionized AI-driven conversations using Retrieval-Augmented Generation (RAG) to pull in relevant data for context. However, latency remains a challenge in retrieving information quickly. Noetic Caching addresses this by caching contextual data rather than responses, leveraging locality principles to store frequently used or regionally relevant data closer to users. This approach, integrated by Harper, optimizes retrieval speeds, reduces reliance on distant databases, and enhances chatbot performance, offering a balance of speed, accuracy, and cost-effectiveness for better AI experiences.
Blog
Since late 2022, Large Language Model (LLM) chatbots have revolutionized AI-driven conversations using Retrieval-Augmented Generation (RAG) to pull in relevant data for context. However, latency remains a challenge in retrieving information quickly. Noetic Caching addresses this by caching contextual data rather than responses, leveraging locality principles to store frequently used or regionally relevant data closer to users. This approach, integrated by Harper, optimizes retrieval speeds, reduces reliance on distant databases, and enhances chatbot performance, offering a balance of speed, accuracy, and cost-effectiveness for better AI experiences.
Headshot of a man wearing a navy blazer and light blue striped shirt, standing outdoors with trees and hills softly blurred behind him, professional portrait with natural lighting and scenic background.
Vince Berk
Board Member
Blog

Noetic Caching: The Key to Smarter, Faster Chatbots

Since late 2022, Large Language Model (LLM) chatbots have revolutionized AI-driven conversations using Retrieval-Augmented Generation (RAG) to pull in relevant data for context. However, latency remains a challenge in retrieving information quickly. Noetic Caching addresses this by caching contextual data rather than responses, leveraging locality principles to store frequently used or regionally relevant data closer to users. This approach, integrated by Harper, optimizes retrieval speeds, reduces reliance on distant databases, and enhances chatbot performance, offering a balance of speed, accuracy, and cost-effectiveness for better AI experiences.
Vince Berk
Feb 2025
Vince Berk
Feb 2025
Feb 2025
Vince Berk
Feb 2025
Vince Berk
Feb 2025
Blog

Noetic Caching: The Key to Smarter, Faster Chatbots

Since late 2022, Large Language Model (LLM) chatbots have revolutionized AI-driven conversations using Retrieval-Augmented Generation (RAG) to pull in relevant data for context. However, latency remains a challenge in retrieving information quickly. Noetic Caching addresses this by caching contextual data rather than responses, leveraging locality principles to store frequently used or regionally relevant data closer to users. This approach, integrated by Harper, optimizes retrieval speeds, reduces reliance on distant databases, and enhances chatbot performance, offering a balance of speed, accuracy, and cost-effectiveness for better AI experiences.
Vince Berk
Blog

Noetic Caching: The Key to Smarter, Faster Chatbots

Since late 2022, Large Language Model (LLM) chatbots have revolutionized AI-driven conversations using Retrieval-Augmented Generation (RAG) to pull in relevant data for context. However, latency remains a challenge in retrieving information quickly. Noetic Caching addresses this by caching contextual data rather than responses, leveraging locality principles to store frequently used or regionally relevant data closer to users. This approach, integrated by Harper, optimizes retrieval speeds, reduces reliance on distant databases, and enhances chatbot performance, offering a balance of speed, accuracy, and cost-effectiveness for better AI experiences.
Vince Berk
Vince Berk
Feb 2025
Vince Berk
Feb 2025
Blog
News
GitHub Logo

Built In Honors HarperDB with Three Placements in its 2025 Best Places To Work Awards

Built In announced that HarperDB was honored in its 2025 Best Places To Work Awards, earning a place on three lists: Best Remote Startup, Best Startup Colorado, and Best Overall Colorado. The annual awards program includes companies of all sizes, from startups to those in the enterprise, and honors both remote-first employers, as well as companies in large tech markets across the U.S.
Award
News
Built In announced that HarperDB was honored in its 2025 Best Places To Work Awards, earning a place on three lists: Best Remote Startup, Best Startup Colorado, and Best Overall Colorado. The annual awards program includes companies of all sizes, from startups to those in the enterprise, and honors both remote-first employers, as well as companies in large tech markets across the U.S.
Colorful geometric illustration of a dog's head resembling folded paper art in shades of teal and pink.
Harper
News

Built In Honors HarperDB with Three Placements in its 2025 Best Places To Work Awards

Built In announced that HarperDB was honored in its 2025 Best Places To Work Awards, earning a place on three lists: Best Remote Startup, Best Startup Colorado, and Best Overall Colorado. The annual awards program includes companies of all sizes, from startups to those in the enterprise, and honors both remote-first employers, as well as companies in large tech markets across the U.S.
Harper
Jan 2025
Harper
Jan 2025
Jan 2025
Harper
Jan 2025
Harper
Jan 2025
News

Built In Honors HarperDB with Three Placements in its 2025 Best Places To Work Awards

Built In announced that HarperDB was honored in its 2025 Best Places To Work Awards, earning a place on three lists: Best Remote Startup, Best Startup Colorado, and Best Overall Colorado. The annual awards program includes companies of all sizes, from startups to those in the enterprise, and honors both remote-first employers, as well as companies in large tech markets across the U.S.
Harper
News

Built In Honors HarperDB with Three Placements in its 2025 Best Places To Work Awards

Built In announced that HarperDB was honored in its 2025 Best Places To Work Awards, earning a place on three lists: Best Remote Startup, Best Startup Colorado, and Best Overall Colorado. The annual awards program includes companies of all sizes, from startups to those in the enterprise, and honors both remote-first employers, as well as companies in large tech markets across the U.S.
Harper
Harper
Jan 2025
Harper
Jan 2025
News
Blog
GitHub Logo

Developer’s Guide to Overcoming System Bottlenecks

Scaling requires removing bottlenecks, from CPU and memory limits to network inefficiencies. Fully integrated systems like Harper unify core components, enabling faster, more efficient scalability with reduced complexity and cost.
Blog
Scaling requires removing bottlenecks, from CPU and memory limits to network inefficiencies. Fully integrated systems like Harper unify core components, enabling faster, more efficient scalability with reduced complexity and cost.
Headshot of a man wearing a navy blazer and light blue striped shirt, standing outdoors with trees and hills softly blurred behind him, professional portrait with natural lighting and scenic background.
Vince Berk
Board Member
Blog

Developer’s Guide to Overcoming System Bottlenecks

Scaling requires removing bottlenecks, from CPU and memory limits to network inefficiencies. Fully integrated systems like Harper unify core components, enabling faster, more efficient scalability with reduced complexity and cost.
Vince Berk
Dec 2024
Vince Berk
Dec 2024
Dec 2024
Vince Berk
Dec 2024
Vince Berk
Dec 2024
Blog

Developer’s Guide to Overcoming System Bottlenecks

Scaling requires removing bottlenecks, from CPU and memory limits to network inefficiencies. Fully integrated systems like Harper unify core components, enabling faster, more efficient scalability with reduced complexity and cost.
Vince Berk
Blog

Developer’s Guide to Overcoming System Bottlenecks

Scaling requires removing bottlenecks, from CPU and memory limits to network inefficiencies. Fully integrated systems like Harper unify core components, enabling faster, more efficient scalability with reduced complexity and cost.
Vince Berk
Vince Berk
Dec 2024
Vince Berk
Dec 2024
Blog
Blog
GitHub Logo

Scale, Proximity, and Integration: Cracking the Latency Code

Reducing latency for “snappy responses” requires scaling infrastructure to handle high traffic, placing data closer to users with caching and replication, and minimizing interdependencies between components. Fully integrated systems like Harper unify database, caching, and application layers, reducing inefficiencies and ensuring low-latency performance at scale.
Blog
Reducing latency for “snappy responses” requires scaling infrastructure to handle high traffic, placing data closer to users with caching and replication, and minimizing interdependencies between components. Fully integrated systems like Harper unify database, caching, and application layers, reducing inefficiencies and ensuring low-latency performance at scale.
Headshot of a man wearing a navy blazer and light blue striped shirt, standing outdoors with trees and hills softly blurred behind him, professional portrait with natural lighting and scenic background.
Vince Berk
Board Member
Blog

Scale, Proximity, and Integration: Cracking the Latency Code

Reducing latency for “snappy responses” requires scaling infrastructure to handle high traffic, placing data closer to users with caching and replication, and minimizing interdependencies between components. Fully integrated systems like Harper unify database, caching, and application layers, reducing inefficiencies and ensuring low-latency performance at scale.
Vince Berk
Nov 2024
Vince Berk
Nov 2024
Nov 2024
Vince Berk
Nov 2024
Vince Berk
Nov 2024
Blog

Scale, Proximity, and Integration: Cracking the Latency Code

Reducing latency for “snappy responses” requires scaling infrastructure to handle high traffic, placing data closer to users with caching and replication, and minimizing interdependencies between components. Fully integrated systems like Harper unify database, caching, and application layers, reducing inefficiencies and ensuring low-latency performance at scale.
Vince Berk
Blog

Scale, Proximity, and Integration: Cracking the Latency Code

Reducing latency for “snappy responses” requires scaling infrastructure to handle high traffic, placing data closer to users with caching and replication, and minimizing interdependencies between components. Fully integrated systems like Harper unify database, caching, and application layers, reducing inefficiencies and ensuring low-latency performance at scale.
Vince Berk
Vince Berk
Nov 2024
Vince Berk
Nov 2024
Blog
Blog
GitHub Logo

The Easiest Way to Utilize LMDB for High-Performance Application Delivery

Harper, powered by the LMDB storage engine, optimizes data storage and retrieval to minimize latency and make the common case—customized data queries—fast. By leveraging intelligent data replication and edge distribution, Harper delivers personalized experiences with reduced network delays and infrastructure costs, enabling efficient, responsive applications at scale.
Blog
Harper, powered by the LMDB storage engine, optimizes data storage and retrieval to minimize latency and make the common case—customized data queries—fast. By leveraging intelligent data replication and edge distribution, Harper delivers personalized experiences with reduced network delays and infrastructure costs, enabling efficient, responsive applications at scale.
Headshot of a man wearing a navy blazer and light blue striped shirt, standing outdoors with trees and hills softly blurred behind him, professional portrait with natural lighting and scenic background.
Vince Berk
Board Member
Blog

The Easiest Way to Utilize LMDB for High-Performance Application Delivery

Harper, powered by the LMDB storage engine, optimizes data storage and retrieval to minimize latency and make the common case—customized data queries—fast. By leveraging intelligent data replication and edge distribution, Harper delivers personalized experiences with reduced network delays and infrastructure costs, enabling efficient, responsive applications at scale.
Vince Berk
Nov 2024
Vince Berk
Nov 2024
Nov 2024
Vince Berk
Nov 2024
Vince Berk
Nov 2024
Blog

The Easiest Way to Utilize LMDB for High-Performance Application Delivery

Harper, powered by the LMDB storage engine, optimizes data storage and retrieval to minimize latency and make the common case—customized data queries—fast. By leveraging intelligent data replication and edge distribution, Harper delivers personalized experiences with reduced network delays and infrastructure costs, enabling efficient, responsive applications at scale.
Vince Berk
Blog

The Easiest Way to Utilize LMDB for High-Performance Application Delivery

Harper, powered by the LMDB storage engine, optimizes data storage and retrieval to minimize latency and make the common case—customized data queries—fast. By leveraging intelligent data replication and edge distribution, Harper delivers personalized experiences with reduced network delays and infrastructure costs, enabling efficient, responsive applications at scale.
Vince Berk
Vince Berk
Nov 2024
Vince Berk
Nov 2024
Blog
News
GitHub Logo

HarperDB 4.4 Unleashes 50% Faster Replication & Sharding for Scalable Apps

HarperDB 4.4 delivers a breakthrough in performance and scalability. Get 50% faster replicated writes and leverage sharding for massive data with this distributed systems platform. Ideal for large-scale retail, gaming & media applications. Learn more!
Announcement
News
HarperDB 4.4 delivers a breakthrough in performance and scalability. Get 50% faster replicated writes and leverage sharding for massive data with this distributed systems platform. Ideal for large-scale retail, gaming & media applications. Learn more!
Colorful geometric illustration of a dog's head resembling folded paper art in shades of teal and pink.
Harper
News

HarperDB 4.4 Unleashes 50% Faster Replication & Sharding for Scalable Apps

HarperDB 4.4 delivers a breakthrough in performance and scalability. Get 50% faster replicated writes and leverage sharding for massive data with this distributed systems platform. Ideal for large-scale retail, gaming & media applications. Learn more!
Harper
Oct 2024
Harper
Oct 2024
Oct 2024
Harper
Oct 2024
Harper
Oct 2024
News

HarperDB 4.4 Unleashes 50% Faster Replication & Sharding for Scalable Apps

HarperDB 4.4 delivers a breakthrough in performance and scalability. Get 50% faster replicated writes and leverage sharding for massive data with this distributed systems platform. Ideal for large-scale retail, gaming & media applications. Learn more!
Harper
News

HarperDB 4.4 Unleashes 50% Faster Replication & Sharding for Scalable Apps

HarperDB 4.4 delivers a breakthrough in performance and scalability. Get 50% faster replicated writes and leverage sharding for massive data with this distributed systems platform. Ideal for large-scale retail, gaming & media applications. Learn more!
Harper
Harper
Oct 2024
Harper
Oct 2024
News
News
GitHub Logo

HarperDB Welcomes Former Couchbase CEO, Bob Wiederhold, as Executive Chairman

HarperDB has appointed Bob Wiederhold as Executive Chairman to its Board of Directors. Wiederhold, a seasoned technology executive with experience scaling early-stage companies, brings deep expertise in databases and go-to-market strategies.
Announcement
News
HarperDB has appointed Bob Wiederhold as Executive Chairman to its Board of Directors. Wiederhold, a seasoned technology executive with experience scaling early-stage companies, brings deep expertise in databases and go-to-market strategies.
Colorful geometric illustration of a dog's head resembling folded paper art in shades of teal and pink.
Harper
News

HarperDB Welcomes Former Couchbase CEO, Bob Wiederhold, as Executive Chairman

HarperDB has appointed Bob Wiederhold as Executive Chairman to its Board of Directors. Wiederhold, a seasoned technology executive with experience scaling early-stage companies, brings deep expertise in databases and go-to-market strategies.
Harper
Aug 2024
Harper
Aug 2024
Aug 2024
Harper
Aug 2024
Harper
Aug 2024
News

HarperDB Welcomes Former Couchbase CEO, Bob Wiederhold, as Executive Chairman

HarperDB has appointed Bob Wiederhold as Executive Chairman to its Board of Directors. Wiederhold, a seasoned technology executive with experience scaling early-stage companies, brings deep expertise in databases and go-to-market strategies.
Harper
News

HarperDB Welcomes Former Couchbase CEO, Bob Wiederhold, as Executive Chairman

HarperDB has appointed Bob Wiederhold as Executive Chairman to its Board of Directors. Wiederhold, a seasoned technology executive with experience scaling early-stage companies, brings deep expertise in databases and go-to-market strategies.
Harper
Harper
Aug 2024
Harper
Aug 2024
News
News
GitHub Logo

HarperDB Welcomes Cyber Security Executive, Vince Berk, to the Board of Directors

HarperDB has appointed cybersecurity expert Vince Berk to its Board of Directors. Berk, known for founding FlowTraq, brings a wealth of experience in scaling high-growth tech companies. His expertise in AI/ML and data management aligns perfectly with HarperDB's mission to provide fast and scalable database solutions.
Announcement
News
HarperDB has appointed cybersecurity expert Vince Berk to its Board of Directors. Berk, known for founding FlowTraq, brings a wealth of experience in scaling high-growth tech companies. His expertise in AI/ML and data management aligns perfectly with HarperDB's mission to provide fast and scalable database solutions.
Colorful geometric illustration of a dog's head resembling folded paper art in shades of teal and pink.
Harper
News

HarperDB Welcomes Cyber Security Executive, Vince Berk, to the Board of Directors

HarperDB has appointed cybersecurity expert Vince Berk to its Board of Directors. Berk, known for founding FlowTraq, brings a wealth of experience in scaling high-growth tech companies. His expertise in AI/ML and data management aligns perfectly with HarperDB's mission to provide fast and scalable database solutions.
Harper
Aug 2024
Harper
Aug 2024
Aug 2024
Harper
Aug 2024
Harper
Aug 2024
News

HarperDB Welcomes Cyber Security Executive, Vince Berk, to the Board of Directors

HarperDB has appointed cybersecurity expert Vince Berk to its Board of Directors. Berk, known for founding FlowTraq, brings a wealth of experience in scaling high-growth tech companies. His expertise in AI/ML and data management aligns perfectly with HarperDB's mission to provide fast and scalable database solutions.
Harper
News

HarperDB Welcomes Cyber Security Executive, Vince Berk, to the Board of Directors

HarperDB has appointed cybersecurity expert Vince Berk to its Board of Directors. Berk, known for founding FlowTraq, brings a wealth of experience in scaling high-growth tech companies. His expertise in AI/ML and data management aligns perfectly with HarperDB's mission to provide fast and scalable database solutions.
Harper
Harper
Aug 2024
Harper
Aug 2024
News
Blog
GitHub Logo

Bringing Distributed Systems Technology to Akamai Customers

Together, Harper + Akamai are bringing cost efficient solutions to enterprise customers that increase application performance and reliability while decreasing latency. Just as Akamai made the global distribution of static assets easy with CDN, Harper is doing the same for applications and the data that power them.
Blog
Together, Harper + Akamai are bringing cost efficient solutions to enterprise customers that increase application performance and reliability while decreasing latency. Just as Akamai made the global distribution of static assets easy with CDN, Harper is doing the same for applications and the data that power them.
Person with long dark hair with lighter highlights wearing a green knit sweater, standing with arms crossed and smiling outdoors amidst plants and a pathway.
Margo McCabe
Senior Director of Partnerships and Sales
Blog

Bringing Distributed Systems Technology to Akamai Customers

Together, Harper + Akamai are bringing cost efficient solutions to enterprise customers that increase application performance and reliability while decreasing latency. Just as Akamai made the global distribution of static assets easy with CDN, Harper is doing the same for applications and the data that power them.
Margo McCabe
Jul 2024
Margo McCabe
Jul 2024
Jul 2024
Margo McCabe
Jul 2024
Margo McCabe
Jul 2024
Blog

Bringing Distributed Systems Technology to Akamai Customers

Together, Harper + Akamai are bringing cost efficient solutions to enterprise customers that increase application performance and reliability while decreasing latency. Just as Akamai made the global distribution of static assets easy with CDN, Harper is doing the same for applications and the data that power them.
Margo McCabe
Blog

Bringing Distributed Systems Technology to Akamai Customers

Together, Harper + Akamai are bringing cost efficient solutions to enterprise customers that increase application performance and reliability while decreasing latency. Just as Akamai made the global distribution of static assets easy with CDN, Harper is doing the same for applications and the data that power them.
Margo McCabe
Margo McCabe
Jul 2024
Margo McCabe
Jul 2024
Blog