freedmand/semantra-python
Multi-tool for semantic search observed · 2026-08-28
Health v2 · maintenance only
30/100
- Activity 0
- Release rhythm 35
- Longevity 89
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1251
- days_rel: n/a
- days_push: 736
- n_releases_24m: 0
Adoption not part of the score
2711 stars · 160 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Semantra is a command-line tool that semantically indexes text and PDF documents and launches a local web application for querying them by meaning. It is designed to be easy, configurable, and private, running entirely on the user's machine.
Use cases
- search pdf documents by meaning instead of keywords
- semantically search a collection of text files locally
- sift through leaked documents on deadline as a journalist
- query themes across research papers or books
- build a private semantic search engine without cloud services
- interactively explore document collections in a local web interface
When to choose
- you need semantic search over local text or PDF files with a friendly UI
- privacy matters and you want everything running locally
- you want a one-command setup for a specialized search engine
When to avoid
- you need a scalable production search service for many users
- you only need simple keyword/full-text search
- you need to index non-text formats like images or audio
Facets
cli-tool · maturity active
search-engine cli nlp machine-learning pdf developer-tools pdf cli python cross-platform self-hosted semantic-search local-web-app document-search embeddings privacy-first search natural-language-processing command-line web-server
1 source
- readme: https://github.com/freedmand/semantra-python · fetched 2026-08-28 · c1fe2db2f4e4
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| freedmand/semantra-python | main | 30 |
For agents
markdown · JSON · MCP: product_card(name="freedmand/semantra-python")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem