[PR #2948] [CLOSED] Add traceflux to Search category #4300

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GiteaMirror · 2026-04-15T10:03:45-05:00

GiteaMirror commented

2026-04-15 10:03:45 -05:00

📋 Pull Request Information

Original PR: https://github.com/vinta/awesome-python/pull/2948
Author: @tracer-mohist
Created: 3/7/2026
Status: ❌ Closed

Base: master ← Head: master

📝 Commits (1)

cfe2212 Add traceflux to Search category

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)

📄 Description

Add traceflux to Search category

Project: traceflux

Description: A text search engine with associative discovery. Discovers what you don't know to search for using co-occurrence graphs and PageRank.

Why it fits Search category:

Pure Python implementation
Uses PageRank algorithm for pattern importance scoring
Builds co-occurrence graphs from text corpora
Discovers related concepts through multi-hop traversal

Note on stars: This is a new project (< 1 month old, 0 stars), but I'm submitting early as a Hidden Gem candidate. It solves a unique problem: finding what you don't know to search for using associative discovery.

Philosophy: Unlike traditional search (find what you know), traceflux discovers related concepts you didn't know existed.

Example:

# Find related terms
traceflux associations "proxy" src/ --hops 2

# Output:
# Associations for 'proxy' (hops=2):
#   proxychains              strength: 0.85
#   HTTP_PROXY               strength: 0.72
#   git config               strength: 0.65

Happy to wait until the project meets the standard star/age requirements if needed. This early submission is to get feedback and track interest.

Added entry to appropriate category (Search)
Project is Python-first
Repository is active (recent commits)
Meets star requirement (submitting as Hidden Gem candidate)
Repository has documentation

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/vinta/awesome-python/pull/2948 **Author:** [@tracer-mohist](https://github.com/tracer-mohist) **Created:** 3/7/2026 **Status:** ❌ Closed **Base:** `master` ← **Head:** `master` --- ### 📝 Commits (1) - [`cfe2212`](https://github.com/vinta/awesome-python/commit/cfe22125cfc6dbd5dacc0a440a20b3703054ec42) Add traceflux to Search category ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) </details> ### 📄 Description ## Add traceflux to Search category **Project**: [traceflux](https://github.com/tracer-mohist/traceflux) **Description**: A text search engine with associative discovery. Discovers what you don't know to search for using co-occurrence graphs and PageRank. **Why it fits Search category**: - Pure Python implementation - Uses PageRank algorithm for pattern importance scoring - Builds co-occurrence graphs from text corpora - Discovers related concepts through multi-hop traversal **Note on stars**: This is a new project (< 1 month old, 0 stars), but I'm submitting early as a **Hidden Gem** candidate. It solves a unique problem: *finding what you don't know to search for* using associative discovery. **Philosophy**: Unlike traditional search (find what you know), traceflux discovers related concepts you didn't know existed. **Example**: ```bash # Find related terms traceflux associations "proxy" src/ --hops 2 # Output: # Associations for 'proxy' (hops=2): # proxychains strength: 0.85 # HTTP_PROXY strength: 0.72 # git config strength: 0.65 ``` Happy to wait until the project meets the standard star/age requirements if needed. This early submission is to get feedback and track interest. --- - [x] Added entry to appropriate category (Search) - [x] Project is Python-first - [x] Repository is active (recent commits) - [ ] Meets star requirement (submitting as Hidden Gem candidate) - [x] Repository has documentation --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-04-15 10:03:45 -05:00

GiteaMirror closed this issue

2026-04-15 10:03:46 -05:00

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Reference: github-starred/awesome-python#4300