Comparison
aquila vs semtools
Verdict
Pick aquila if aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches; pick semtools if semtools is a Rust-based tool that provides command-line capabilities for semantic searching and parsing documents. It leverages embeddings and static embedding techniques to offer robust data retrieval functionalities.
Markdown twin · aquila alternatives · semtools alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | aquila | semtools |
|---|---|---|
| Maintenance | Dormant (817d since push) As of 3w · github_public_v1 | Slowing (163d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- aquila
- Efficient Neural Search Engine
- semtools
- Semantic search and document parsing tools for the command line
Stars
- aquila
- 379
- semtools
- 1.9k
Forks
- aquila
- 26
- semtools
- 142
Open issues
- aquila
- 13
- semtools
- 6
Language
- aquila
- HTML
- semtools
- Rust
Adopt for
- aquila
- Aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches.
- semtools
- semtools is a Rust-based tool that provides command-line capabilities for semantic searching and parsing documents. It leverages embeddings and static embedding techniques to offer robust data retrieval functionalities.
Persona
- aquila
- -
- semtools
- -
Runtime
- aquila
- -
- semtools
- -
License
- aquila
- -
- semtools
- MIT
Last pushed
- aquila
- May 6, 2024
- semtools
- Mar 11, 2026
Categories
- aquila
- Data & Retrieval, Vector Databases
- semtools
- Data & Retrieval, Vector Databases
Trust and health
Maintenance
- aquila
- Dormant (18%)
- semtools
- Slowing (36%)
Days since push
- aquila
- 817d
- semtools
- 163d
Open issues (now)
- aquila
- 13
- semtools
- 6
Stars delta
- aquila
- Unknown
- semtools
- +17 (30d)
Open issues delta
- aquila
- Unknown
- semtools
- 0 (30d)
Full report
- aquila
- Trust report
- semtools
- Trust report
Choose aquila if…
- aquila is primarily HTML; semtools is Rust.
- Tags unique to aquila: approximate-nearest-neighbor-search, embedding, faiss, feature-vectors.
- When deploying a solution that requires the processing of feature vectors in image or video search contexts, where efficiency in approximate nearest neighbor search is necessary
When NOT to use aquila
- If the development team lacks experience with Docker, as Aquila's setup heavily relies on Docker images to run locally or in a big data configuration
- In scenarios where strict control over metadata and vector indexing is required beyond what JSON and latent vectors can provide
Choose semtools if…
- semtools is primarily Rust; aquila is HTML.
- Pricing: Freely available under the MIT license, with possible premium features not covered by open-source..
- Tags unique to semtools: cli, embeddings, parser, rust.
- - When you require fast, statically typed document and search functionality via the command line built in Rust.
When NOT to use semtools
- - If your workflow does not frequently involve command-line operations for managing search capabilities on documents, as semtools is explicitly designed for such usage.
- - When there's no plan or necessity to integrate with Rust-based ecosystems, since semtools might require additional effort in setting up a compatible environment.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Aquila-Network/aquila) · observed Aug 2, 2026
- GitHub forks (Aquila-Network/aquila) · observed Aug 2, 2026
- Last push (Aquila-Network/aquila) · observed May 6, 2024
- License file (unknown) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (run-llama/semtools) · observed Aug 22, 2026
- GitHub forks (run-llama/semtools) · observed Aug 22, 2026
- Last push (run-llama/semtools) · observed Mar 11, 2026
- License file (MIT) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: aquila 379 · semtools 1.9k (synced Aug 2, 2026).
Common questions
- What is the difference between aquila and semtools?
- aquila: Efficient Neural Search Engine. semtools: Semantic search and document parsing tools for the command line. See the comparison table for live GitHub stats and shared categories.
- When should I choose aquila over semtools?
- Choose aquila over semtools when aquila is primarily HTML; semtools is Rust; Tags unique to aquila: approximate-nearest-neighbor-search, embedding, faiss, feature-vectors; When deploying a solution that requires the processing of feature vectors in image or video search contexts, where efficiency in approximate nearest neighbor search is necessary.
- When should I choose semtools over aquila?
- Choose semtools over aquila when semtools is primarily Rust; aquila is HTML; Pricing: Freely available under the MIT license, with possible premium features not covered by open-source.; Tags unique to semtools: cli, embeddings, parser, rust; - When you require fast, statically typed document and search functionality via the command line built in Rust.
- When should I avoid aquila?
- If the development team lacks experience with Docker, as Aquila's setup heavily relies on Docker images to run locally or in a big data configuration In scenarios where strict control over metadata and vector indexing is required beyond what JSON and latent vectors can provide
- When should I avoid semtools?
- - If your workflow does not frequently involve command-line operations for managing search capabilities on documents, as semtools is explicitly designed for such usage. - When there's no plan or necessity to integrate with Rust-based ecosystems, since semtools might require additional effort in setting up a compatible environment.
- Is aquila or semtools more popular on GitHub?
- semtools has more GitHub stars (1,855 vs 379). Stars measure visibility, not whether either tool fits your constraints.
- Are aquila and semtools open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to aquila or semtools?
- GraphCanon lists graph-backed alternatives at aquila alternatives and semtools alternatives (aquila markdown twin, semtools markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, aquila or semtools?
- aquila: Dormant. semtools: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for aquila and semtools?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: aquila trust report; semtools trust report.