nowfound

AI · February 1, 2024

Dera – A platform to manage chunks and embeddings for building RAG apps

Hi everyone, my cofounder and I built Dera - a platform to help manage chunks and embeddings. We built this because of the pain points we experienced while building RAG applications for side projects. The biggest pain point we encountered was that we were constantly trying out different chunking strategies, but there’s no easy way to check how the strategies are performing in terms of retrieval when given the same query. We tried searching for a tool for this but couldn’t find any (most LLM dev tools focus on prompts management). We hope this tool will be useful for people building RAG apps.…

Dera – A platform to manage chunks and embeddings for building RAG apps launched on February 1, 2024 with 25 votes, #994 of 3,962 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 2 years on.

Visit getdera.com ↗Alternativestop 25% of February 2024

In plain words

Dera is a platform for managing chunks and embeddings in retrieval-augmented generation (RAG) applications. It addresses the challenge of testing different chunking strategies by allowing developers to compare how various approaches perform when retrieving results for the same queries. The tool is built for developers constructing RAG apps who need a straightforward way to evaluate and optimize their chunking methods without leaving their workflow.

written from the facts on this page · September 2026

From the sources

SOJU88 menempatkan kualitas layanan sebagai bagian utama dari akses iGaming online, cocok untuk pengguna yang ingin menemukan satu rekomendasi dengan pilihan permainan dan sistem akses yang selaras dalam satu layanan.

Setiap kali Anda melakukan deposit di SOJU88, Anda otomatis mendapatkan point rewards. Semakin sering bertransaksi, semakin cepat Anda bisa mengklaim saldo gratis langsung masuk ke dompetfrom getdera.com

In the maker’s words, at launch

Hi everyone, my cofounder and I built Dera - a platform to help manage chunks and embeddings. We built this because of the pain points we experienced while building RAG applications for side projects. The biggest pain point we encountered was that we were constantly trying out different chunking strategies, but…

Does a similar job

all alternatives →
  • Turn any website into a knowledge base for LLMs2024 · embedding.io · ▲305

    I built this tool because I wanted a way to just take a bunch of URLs or domains, and query their content in RAG applications. It takes away the pain of crawling, extracting content, chunking, vectorizing, and updating periodically. I'm curious to see if it can be useful to others. I meant to launch this six months ago but life got in the way...

  • Ragas – Open-source library for evaluating RAG pipelines2024 · github.com · ▲121

    Ragas is an open-source library for evaluating and testing RAG and other LLM applications. Github: https://docs.ragas.io/en/stable/, docs: https://docs.ragas.io/. Ragas provides you with different sets of metrics and methods like synthetic test data generation to help you evaluate your RAG applications. Ragas started off by scratching our own itch for evaluating our RAG chatbots last year. Problems Ragas can solve - How do you choose the best components for your RAG, such as the retriever, reranker, and LLM? - How do you formulate a test dataset…

  • Demystifying Advanced RAG Pipelines2023 · github.com · ▲131

    I've built an advanced RAG (Retrieval-Augmented Generation) pipeline from scratch to demystify the complex mechanics of modern LLM-powered Question Answering systems. This repository features: -- An implementation of a sub-question query engine from scratch to answer complex user questions. -- Illustrative explanations that unveil the inner workings of the system. -- An analysis of the challenges I faced while working with the system, like prompt engineering and cost estimation. -- Qualitative comparison with similar frameworks like LlamaIndex, offering a broader perspective. Key Takeaway:…

  • Cognita – open-source RAG framework for modular applications2024 · github.com · ▲142

    Hey HN, exciting news! Our RAG framework, Cognita (https://github.com/truefoundry/cognita), born from collaborations with diverse enterprises, is now open-source. Currently, it offers seamless integrations with Qdrant and SingleStore. In recent weeks, numerous engineers have explored Cognita, providing invaluable insights and feedback. We deeply appreciate your input and encourage ongoing dialogue (share your thoughts in the comments – let's keep this ‘open source’). While RAG is undoubtedly powerful, the process of building a functional application with it can feel…

  • RAGaaS2025 · sitegpt.ai · ▲75

    The API for building production-ready AI apps with your data

  • Ragas – Open-source library for evals and testing RAG systems2024 · github.com · ▲15

    Ragas is an open-source library designed for evaluating and testing RAG (Retrieval-Augmented Generation) and other LLM applications. It offers a diverse set of metrics and methods, including synthetic test data generation, to help you assess your RAG applications. Ragas was initially developed to address our own needs for evaluating RAG chatbots last year. ### Problems Ragas Can Solve: - How can you select the best components for your RAG, such as the retriever, reranker, and LLM? - How can you create a test dataset without incurring significant expenses and time? We believe there's a need…

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 19d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 18d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 20d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 22d ago · stillwet.art

  • Beam.win▲379

    Run AI agents on one Mac and use its windows on another

    AI · 5d ago · beam.win

  • Route requests to the right LLM for cost, latency & quality

    AI · 23d ago · fastrouter.ai

Source: Show HN post ↗ · launch text quoted in part

Launched alongside, February 2024

the whole month →
  • Flipner AI▲1,623

    Capture your ideas & craft texts with AI's touch

    AI · 2024 · flipner.webflow.io

  • Typeframes▲1,315

    Video creation for makers

    Work · 2024 · revid.ai

  • Superlist▲1,252

    The task layer for your AI agents

    Work · 2024 · superlist.com

  • Never run out of marketing ideas ever again

    Growth · 2024 · marketingideas.com

  • Layers▲1,198

    A home for designers

    Work · 2024 · layers.to

  • Heyday▲1,178

    AI copilot for your own research, notes & conversations

    AI · 2024 · heyday.xyz