PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
168,647

Apps indexed

 

Freshness
8 min ago

Last update

 

Cadence
1,510/day

7-day average

Indexed today: 1,064

PulseGate

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preembed
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preembed

github.com·Infrastructure

High-performance document preparation toolkit for LLM and RAG pipelines.

Open SourceMIT
WebCLI
P
preembed preview
Visit github.com↗

Overview

4 features

preembed sits in PulseGate's RAG, search & retrieval category. It focuses on preparing and chunking documents efficiently for use in LLM and retrieval-augmented generation pipelines. preembed is an open-source project aimed at developers building LLM and RAG solutions. The project is open source (MIT). It runs on the web and the command line.

Behind preembed is Aditya Munot, and the product first shipped in 2026. The project is developed in the open on GitHub with 25 commits in the last 90 days. Across PulseGate's embedding index, preembed has few near neighbours, marking it as relatively distinct. Among its 4 catalogued features are document chunking, LLM pipeline prep, and RAG support.

  • ✓Document chunking
  • ✓LLM pipeline prep
  • ✓RAG support
  • ✓High performance

Tags

llm-preprag-pipelinedocument-chunking

AI capabilities

TextStructuredWeights: Open

Built with & integrations

Runs on
BrowserCLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 15, 5:24 PM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about preembed

What is preembed?
Preembed focuses on preparing and chunking documents efficiently for use in LLM and retrieval-augmented generation pipelines. It is catalogued under RAG, search & retrieval on PulseGate.
Who should use preembed?
preembed is an open-source project built for developers building LLM and RAG solutions.
Does preembed have a free plan?
Yes — preembed is open source under the MIT license and free to use.
What platforms does preembed run on?
preembed runs on the web and the command line.
Is preembed still active?
PulseGate's automated liveness checks currently classify preembed as active. The GitHub repository shows 25 commits in the last 90 days.
What tools are similar to preembed?
Similar tools tracked by PulseGate include AIPEA, peek-bio, and embedxpl.AIPEApeek-bioembedxpl
Who develops preembed?
preembed is developed by Aditya Munot.
How long has preembed been around?
preembed first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
May 15, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
developers building LLM and RAG solutions
Model
Open source
Solves
Preparing and chunking documents efficiently for use in LLM and retrieval-augmented generation pipelines.

Developer

Aditya Munot
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
0
Last commit
2mo ago
Commits 90d
25
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.1.1 · 2mo ago

PulseGate index

Confidence
Medium · 77
Indexed
Jun 15, 2026
Lifecycle
Alive
Activity
Active
First seen
May 2026
Last seen
4w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqfhi1uo00kkh5ddex4z7qae
Slug
preembed-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 15, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 26, 2026
Canonical URL
https://github.com/AdityaMunot/preembed

Similar apps

Other apps tracked under the same category.

  • AIPEA
    github.com
  • peek-bio
    github.com
  • embedxpl
    github.com
  • evidpath
    github.com
  • depmesh
    github.com
  • aicodeprep-gui
    pypi.org