Comparison
aquila vs osgrep
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 osgrep if osgrep is an open-source tool focused on semantic search capabilities specifically designed for integration with AI agents using TypeScript.
Markdown twin · aquila alternatives · osgrep alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | aquila | osgrep |
|---|---|---|
| Maintenance | Dormant (817d since push) As of 3w · github_public_v1 | Slowing (216d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Personal account As of 2d · 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
- osgrep
- Open Source Semantic Search for your AI Agent
Stars
- aquila
- 379
- osgrep
- 1.1k
Forks
- aquila
- 26
- osgrep
- 67
Open issues
- aquila
- 13
- osgrep
- 21
Language
- aquila
- HTML
- osgrep
- TypeScript
Adopt for
- aquila
- Aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches.
- osgrep
- osgrep is an open-source tool focused on semantic search capabilities specifically designed for integration with AI agents using TypeScript.
Persona
- aquila
- -
- osgrep
- -
Runtime
- aquila
- -
- osgrep
- -
License
- aquila
- -
- osgrep
- osgrep is available under the Apache-2.0 license, offering permissive use for both commercial and non-commercial projects without requiring derivative works to be open-sourced.
Last pushed
- aquila
- May 6, 2024
- osgrep
- Jan 17, 2026
Categories
- aquila
- Data & Retrieval, Vector Databases
- osgrep
- Data & Retrieval
Trust and health
Maintenance
- aquila
- Dormant (18%)
- osgrep
- Slowing (36%)
Days since push
- aquila
- 817d
- osgrep
- 216d
Open issues (now)
- aquila
- 13
- osgrep
- 21
Stars delta
- aquila
- Unknown
- osgrep
- -1 (30d)
Open issues delta
- aquila
- Unknown
- osgrep
- 0 (30d)
Owner type
- aquila
- Organization
- osgrep
- User
Full report
- aquila
- Trust report
- osgrep
- Trust report
Choose aquila if…
- aquila is primarily HTML; osgrep is TypeScript.
- Tags unique to aquila: approximate-nearest-neighbor-search, embedding, faiss, feature-vectors.
- Also covers Vector Databases.
- 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 osgrep if…
- osgrep is primarily TypeScript; aquila is HTML.
- Tags unique to osgrep: colbert, embeddings, grep-search.
- osgrep ships an MCP server manifest.
- - You need advanced semantic search functionality tailored to work seamlessly with your AI agent.
When NOT to use osgrep
- - If your search requirements can be met with simple keyword matching rather than semantic analysis, as osgrep specializes in more complex semantic searches.
- - Your AI project is not using TypeScript or where seamless integration with TypeScript-specific features of osgrep would offer no advantage.
- - You require additional proprietary functionalities that go beyond what the open-source license and community provide.
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 (Ryandonofrio3/osgrep) · observed Aug 22, 2026
- GitHub forks (Ryandonofrio3/osgrep) · observed Aug 22, 2026
- Last push (Ryandonofrio3/osgrep) · observed Jan 17, 2026
- License file (Apache-2.0) · 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 · osgrep 1.1k (synced Aug 2, 2026).
Common questions
- What is the difference between aquila and osgrep?
- aquila: Efficient Neural Search Engine. osgrep: Open Source Semantic Search for your AI Agent. See the comparison table for live GitHub stats and shared categories.
- When should I choose aquila over osgrep?
- Choose aquila over osgrep when aquila is primarily HTML; osgrep is TypeScript; Tags unique to aquila: approximate-nearest-neighbor-search, embedding, faiss, feature-vectors; Also covers Vector Databases; 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 osgrep over aquila?
- Choose osgrep over aquila when osgrep is primarily TypeScript; aquila is HTML; Tags unique to osgrep: colbert, embeddings, grep-search; osgrep ships an MCP server manifest; - You need advanced semantic search functionality tailored to work seamlessly with your AI agent.
- 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 osgrep?
- - If your search requirements can be met with simple keyword matching rather than semantic analysis, as osgrep specializes in more complex semantic searches. - Your AI project is not using TypeScript or where seamless integration with TypeScript-specific features of osgrep would offer no advantage. - You require additional proprietary functionalities that go beyond what the open-source license and community provide.
- Is aquila or osgrep more popular on GitHub?
- osgrep has more GitHub stars (1,139 vs 379). Stars measure visibility, not whether either tool fits your constraints.
- Are aquila and osgrep open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to aquila or osgrep?
- GraphCanon lists graph-backed alternatives at aquila alternatives and osgrep alternatives (aquila markdown twin, osgrep 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 osgrep?
- aquila: Dormant. osgrep: 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 osgrep?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: aquila trust report; osgrep trust report.