Comparison
agenticSeek vs ai-powered-search
Verdict
Pick agenticSeek if agenticSeek is a fully local AI agent that operates autonomously, capable of web browsing and coding without relying on external APIs or high-cost subscriptions; pick ai-powered-search if ai-powered-search is designed for developers and researchers interested in implementing advanced search techniques using machine learning models.
Markdown twin · agenticSeek alternatives · ai-powered-search alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | agenticSeek | ai-powered-search |
|---|---|---|
| Maintenance | Very active (4d since push) As of Sep 18, 2026 · github_public_v1 | Steady (35d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- agenticSeek
- Autonomous agent for local AI tasks, web browsing, and coding
- ai-powered-search
- Repository for codebase associated with Manning Publications book AI-Powered Search and related Maven course
Stars
- agenticSeek
- 27k
- ai-powered-search
- 410
Forks
- agenticSeek
- 3.0k
- ai-powered-search
- 120
Open issues
- agenticSeek
- 27
- ai-powered-search
- 10
Language
- agenticSeek
- Python
- ai-powered-search
- Jupyter Notebook
Adopt for
- agenticSeek
- agenticSeek is a fully local AI agent that operates autonomously, capable of web browsing and coding without relying on external APIs or high-cost subscriptions.
- ai-powered-search
- ai-powered-search is designed for developers and researchers interested in implementing advanced search techniques using machine learning models.
Persona
- agenticSeek
- -
- ai-powered-search
- -
Runtime
- agenticSeek
- -
- ai-powered-search
- -
License
- agenticSeek
- agenticSeek is licensed under the GPL-3.0 license, which is a copyleft license that requires derivative works to be released under the same license terms.
- ai-powered-search
- -
Last pushed
- agenticSeek
- Sep 13, 2026
- ai-powered-search
- Aug 15, 2026
Categories
- agenticSeek
- AI Agents, LLM Frameworks
- ai-powered-search
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- agenticSeek
- Very active (96%)
- ai-powered-search
- Steady (60%)
Days since push
- agenticSeek
- 4d
- ai-powered-search
- 35d
Open issues (now)
- agenticSeek
- 27
- ai-powered-search
- 10
Stars delta
- agenticSeek
- +374 (30d)
- ai-powered-search
- +11 (30d)
Open issues delta
- agenticSeek
- -8 (30d)
- ai-powered-search
- 0 (30d)
OSV dependency advisories
- agenticSeek
- Published findings
- ai-powered-search
- No lockfile (source not queried)
Full report
- agenticSeek
- Trust report
- ai-powered-search
- Trust report
Choose agenticSeek if…
- agenticSeek is primarily Python; ai-powered-search is Jupyter Notebook.
- Pricing: agenticSeek is free to use, but users must cover the cost of running the software on their local hardware..
- Tags unique to agenticSeek: agentic-ai, agents, ai, autonomous-agents.
- Also covers AI Agents.
- Use agenticSeek when you need a fully local AI agent that can perform autonomous tasks, web browsing, and coding without the need for external APIs or high-cost subscriptions.
When NOT to use agenticSeek
- Avoid using agenticSeek if your hardware cannot support running LLMs locally, as it does not provide an option to use external APIs for LLM services.
- Do not use agenticSeek if you require stealth mode for web browsing, as the Docker volume mount approach may not work with `undetected_chromedriver`.
- If you need to run agenticSeek in an environment where the Docker bridge cannot connect to the host's Ollama server, this tool may not be suitable without additional configuration.
Choose ai-powered-search if…
- ai-powered-search is primarily Jupyter Notebook; agenticSeek is Python.
- Tags unique to ai-powered-search: ai-powered-search, click-models, foundation models, generative-search.
- Also covers Data & Retrieval.
- When you require robust click models to enhance understanding of user interactions with search results
When NOT to use ai-powered-search
- Not recommended if you are working on projects requiring direct integration with Elasticsearch, as this tool focuses more on general machine learning techniques
- May not be ideal for real-time production environments where immediate updates and high scalability in search operations are critical, due to its academic focus
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Fosowl/agenticSeek) · observed Sep 20, 2026
- GitHub forks (Fosowl/agenticSeek) · observed Sep 20, 2026
- Last push (Fosowl/agenticSeek) · observed Sep 13, 2026
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (treygrainger/ai-powered-search) · observed Sep 20, 2026
- GitHub forks (treygrainger/ai-powered-search) · observed Sep 20, 2026
- Last push (treygrainger/ai-powered-search) · observed Aug 15, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agenticSeek 27k · ai-powered-search 410 (synced Sep 20, 2026).
Common questions
- What is the difference between agenticSeek and ai-powered-search?
- agenticSeek: Autonomous agent for local AI tasks, web browsing, and coding. ai-powered-search: Repository for codebase associated with Manning Publications book AI-Powered Search and related Maven course. See the comparison table for live GitHub stats and shared categories.
- When should I choose agenticSeek over ai-powered-search?
- Choose agenticSeek over ai-powered-search when agenticSeek is primarily Python; ai-powered-search is Jupyter Notebook; Pricing: agenticSeek is free to use, but users must cover the cost of running the software on their local hardware.; Tags unique to agenticSeek: agentic-ai, agents, ai, autonomous-agents; Also covers AI Agents; Use agenticSeek when you need a fully local AI agent that can perform autonomous tasks, web browsing, and coding without the need for external APIs or high-cost subscriptions.
- When should I choose ai-powered-search over agenticSeek?
- Choose ai-powered-search over agenticSeek when ai-powered-search is primarily Jupyter Notebook; agenticSeek is Python; Tags unique to ai-powered-search: ai-powered-search, click-models, foundation models, generative-search; Also covers Data & Retrieval; When you require robust click models to enhance understanding of user interactions with search results.
- When should I avoid agenticSeek?
- Avoid using agenticSeek if your hardware cannot support running LLMs locally, as it does not provide an option to use external APIs for LLM services. Do not use agenticSeek if you require stealth mode for web browsing, as the Docker volume mount approach may not work with
undetected_chromedriver. If you need to run agenticSeek in an environment where the Docker bridge cannot connect to the host's Ollama server, this tool may not be suitable without additional configuration. - When should I avoid ai-powered-search?
- Not recommended if you are working on projects requiring direct integration with Elasticsearch, as this tool focuses more on general machine learning techniques May not be ideal for real-time production environments where immediate updates and high scalability in search operations are critical, due to its academic focus
- Is agenticSeek or ai-powered-search more popular on GitHub?
- agenticSeek has more GitHub stars (27,244 vs 410). Stars measure visibility, not whether either tool fits your constraints.
- Are agenticSeek and ai-powered-search open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to agenticSeek or ai-powered-search?
- GraphCanon lists graph-backed alternatives at agenticSeek alternatives and ai-powered-search alternatives (agenticSeek markdown twin, ai-powered-search 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, agenticSeek or ai-powered-search?
- agenticSeek: Very active. ai-powered-search: Steady. 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 agenticSeek and ai-powered-search?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agenticSeek trust report; ai-powered-search trust report.