Comparison
kalliope vs agents-from-scratch
Verdict
Pick kalliope if kalliope is an open-source Python framework designed for the development of customizable personal assistants, featuring robust speech recognition and synthesis capabilities; pick agents-from-scratch if agents-from-scratch is for those who want absolute control over their AI agent development using only local resources and Python, focusing on deep learning without relying on external frameworks or cloud dependencies.
Markdown twin · kalliope alternatives · agents-from-scratch alternatives
GraphCanon updated Sep 20, 2026
11views this month
vs
Trust & integrity
| Signal | kalliope | agents-from-scratch |
|---|---|---|
| Maintenance | Dormant (1175d since push) As of Sep 20, 2026 · github_public_v1 | Steady (56d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 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
- kalliope
- A framework for creating personal assistants
- agents-from-scratch
- Build AI agents locally without relying on frameworks or cloud APIs.
Stars
- kalliope
- 1.8k
- agents-from-scratch
- 1.0k
Forks
- kalliope
- 231
- agents-from-scratch
- 251
Open issues
- kalliope
- 27
- agents-from-scratch
- 4
Language
- kalliope
- Python
- agents-from-scratch
- Python
Adopt for
- kalliope
- Kalliope is an open-source Python framework designed for the development of customizable personal assistants, featuring robust speech recognition and synthesis capabilities.
- agents-from-scratch
- agents-from-scratch is for those who want absolute control over their AI agent development using only local resources and Python, focusing on deep learning without relying on external frameworks or cloud dependencies.
Persona
- kalliope
- -
- agents-from-scratch
- -
Runtime
- kalliope
- -
- agents-from-scratch
- -
License
- kalliope
- GPL-3.0
- agents-from-scratch
- MIT License: Permissive licensing allowing free use and distribution for both commercial and non-commercial purposes.
Last pushed
- kalliope
- Jul 2, 2023
- agents-from-scratch
- Jul 25, 2026
Categories
- kalliope
- AI Agents, Speech & Audio
- agents-from-scratch
- AI Agents, Developer Tools
Trust and health
Maintenance
- kalliope
- Dormant (18%)
- agents-from-scratch
- Steady (60%)
Days since push
- kalliope
- 1175d
- agents-from-scratch
- 56d
Open issues (now)
- kalliope
- 27
- agents-from-scratch
- 4
Stars delta
- kalliope
- +12 (30d)
- agents-from-scratch
- +63 (30d)
Open issues delta
- kalliope
- 0 (30d)
- agents-from-scratch
- +1 (30d)
Owner type
- kalliope
- Organization
- agents-from-scratch
- User
Full report
- kalliope
- Trust report
- agents-from-scratch
- Trust report
Choose kalliope if…
- License: kalliope is GPL-3.0, agents-from-scratch is MIT.
- Tags unique to kalliope: bot-creation, personal-assistant, speech recognition, speech-synthesis.
- Also covers Speech & Audio.
- If you need to create a personal assistant with speech interaction capabilities on a Linux environment, especially using Raspberry Pi platforms.
When NOT to use kalliope
- In case proprietary or permissive licensing is required as Kalliope operates under GNU General Public License v3.0.
- For projects lacking a Linux environment, particularly if hardware such as Raspberry Pi is not preferred or suitable for your needs.
Choose agents-from-scratch if…
- License: agents-from-scratch is MIT, kalliope is GPL-3.0.
- Requirements: Min 8 GB RAM; Local large language model availability is critical as the tool does not utilize any cloud APIs..
- Tags unique to agents-from-scratch: agent-architecture, ai-agents, llm, local-llm.
- Also covers Developer Tools.
- You plan to teach yourself or others about the fundamentals of creating AI agents from ground zero with complete transparency into each layer of architecture.
When NOT to use agents-from-scratch
- You are working on an application that needs to be deployed quickly. The tool's approach from first principles can be time-consuming compared to using established frameworks.
- If you need scalability or cloud capabilities such as easy scaling with demand, this tool will not provide these features since it strictly operates on local infrastructure.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (kalliope-project/kalliope) · observed Sep 20, 2026
- GitHub forks (kalliope-project/kalliope) · observed Sep 20, 2026
- Last push (kalliope-project/kalliope) · observed Jul 2, 2023
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (pguso/agents-from-scratch) · observed Sep 20, 2026
- GitHub forks (pguso/agents-from-scratch) · observed Sep 20, 2026
- Last push (pguso/agents-from-scratch) · observed Jul 25, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: kalliope 1.8k · agents-from-scratch 1.0k (synced Sep 20, 2026).
Common questions
- What is the difference between kalliope and agents-from-scratch?
- kalliope: A framework for creating personal assistants. agents-from-scratch: Build AI agents locally without relying on frameworks or cloud APIs.. See the comparison table for live GitHub stats and shared categories.
- When should I choose kalliope over agents-from-scratch?
- Choose kalliope over agents-from-scratch when License: kalliope is GPL-3.0, agents-from-scratch is MIT; Tags unique to kalliope: bot-creation, personal-assistant, speech recognition, speech-synthesis; Also covers Speech & Audio; If you need to create a personal assistant with speech interaction capabilities on a Linux environment, especially using Raspberry Pi platforms.
- When should I choose agents-from-scratch over kalliope?
- Choose agents-from-scratch over kalliope when License: agents-from-scratch is MIT, kalliope is GPL-3.0; Requirements: Min 8 GB RAM; Local large language model availability is critical as the tool does not utilize any cloud APIs.; Tags unique to agents-from-scratch: agent-architecture, ai-agents, llm, local-llm; Also covers Developer Tools; You plan to teach yourself or others about the fundamentals of creating AI agents from ground zero with complete transparency into each layer of architecture.
- When should I avoid kalliope?
- In case proprietary or permissive licensing is required as Kalliope operates under GNU General Public License v3.0. For projects lacking a Linux environment, particularly if hardware such as Raspberry Pi is not preferred or suitable for your needs.
- When should I avoid agents-from-scratch?
- You are working on an application that needs to be deployed quickly. The tool's approach from first principles can be time-consuming compared to using established frameworks. If you need scalability or cloud capabilities such as easy scaling with demand, this tool will not provide these features since it strictly operates on local infrastructure.
- Is kalliope or agents-from-scratch more popular on GitHub?
- kalliope has more GitHub stars (1,780 vs 1,017). Stars measure visibility, not whether either tool fits your constraints.
- Are kalliope and agents-from-scratch open source?
- Yes - both are open-source projects on GitHub (kalliope: GPL-3.0, agents-from-scratch: MIT).
- Where can I find alternatives to kalliope or agents-from-scratch?
- GraphCanon lists graph-backed alternatives at kalliope alternatives and agents-from-scratch alternatives (kalliope markdown twin, agents-from-scratch 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, kalliope or agents-from-scratch?
- kalliope: Dormant. agents-from-scratch: 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 kalliope and agents-from-scratch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: kalliope trust report; agents-from-scratch trust report.