Comparison
openmed vs local-llm-function-calling
Verdict
Pick openmed if openmed supplies localized AI for clinical NER tasks and HIPAA-compliant PII de-identification across 12 languages with over 1000 models, operable on-device in Python or Apple MLX; pick local-llm-function-calling if local-llm-function-calling is designed for generating appropriate arguments and selecting functions to call within the context of local language model deployments.
Markdown twin · openmed alternatives · local-llm-function-calling alternatives
GraphCanon updated Sep 20, 2026
14views this month
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Trust & integrity
| Signal | openmed | local-llm-function-calling |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (921d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal 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 15, 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
- openmed
- Local-first healthcare AI for clinical NER and HIPAA PII de-identification.
- local-llm-function-calling
- Generates function arguments and selects functions to call with local LLMs
Stars
- openmed
- 5.3k
- local-llm-function-calling
- 435
Forks
- openmed
- 680
- local-llm-function-calling
- 41
Open issues
- openmed
- 517
- local-llm-function-calling
- 6
Language
- openmed
- Python
- local-llm-function-calling
- Python
Adopt for
- openmed
- openmed supplies localized AI for clinical NER tasks and HIPAA-compliant PII de-identification across 12 languages with over 1000 models, operable on-device in Python or Apple MLX.
- local-llm-function-calling
- local-llm-function-calling is designed for generating appropriate arguments and selecting functions to call within the context of local language model deployments.
Persona
- openmed
- -
- local-llm-function-calling
- -
Runtime
- openmed
- -
- local-llm-function-calling
- -
License
- openmed
- Apache-2.0
- local-llm-function-calling
- MIT
Last pushed
- openmed
- Sep 19, 2026
- local-llm-function-calling
- Mar 12, 2024
Categories
- openmed
- Inference & Serving, LLM Frameworks
- local-llm-function-calling
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- openmed
- Very active (96%)
- local-llm-function-calling
- Dormant (18%)
Days since push
- openmed
- 0d
- local-llm-function-calling
- 921d
Open issues (now)
- openmed
- 517
- local-llm-function-calling
- 6
Stars delta
- openmed
- +372 (30d)
- local-llm-function-calling
- 0 (30d)
Open issues delta
- openmed
- -160 (30d)
- local-llm-function-calling
- 0 (30d)
Full report
- openmed
- Trust report
- local-llm-function-calling
- Trust report
Choose openmed if…
- License: openmed is Apache-2.0, local-llm-function-calling is MIT.
- Tags unique to openmed: clinical-nlp, healthcare, hipaa, ios.
- openmed ships Docker support for self-hosted deployment.
- When you need full data sovereignty with no cloud dependency
When NOT to use openmed
- Avoid if flexible model training and updates from the cloud are preferred
- Not suitable for environments without powerful edge devices
- If a broad ecosystem of AI tools beyond clinical NER is needed
Choose local-llm-function-calling if…
- License: local-llm-function-calling is MIT, openmed is Apache-2.0.
- Tags unique to local-llm-function-calling: chatgpt-functions, huggingface-transformers, json-schema, llm-inference.
- When your project requires local handling of function calls with detailed argument generation from LLMs
When NOT to use local-llm-function-calling
- Avoid if you need cloud-based services exclusively, as this tool focuses on local deployments
- Do not use when your application specifically requires real-time integration with external web APIs that are not locally hosted
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (maziyarpanahi/openmed) · observed Sep 20, 2026
- GitHub forks (maziyarpanahi/openmed) · observed Sep 20, 2026
- Last push (maziyarpanahi/openmed) · observed Sep 19, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (rizerphe/local-llm-function-calling) · observed Sep 20, 2026
- GitHub forks (rizerphe/local-llm-function-calling) · observed Sep 20, 2026
- Last push (rizerphe/local-llm-function-calling) · observed Mar 12, 2024
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: openmed 5.3k · local-llm-function-calling 435 (synced Sep 20, 2026).
Common questions
- What is the difference between openmed and local-llm-function-calling?
- openmed: Local-first healthcare AI for clinical NER and HIPAA PII de-identification.. local-llm-function-calling: Generates function arguments and selects functions to call with local LLMs. See the comparison table for live GitHub stats and shared categories.
- When should I choose openmed over local-llm-function-calling?
- Choose openmed over local-llm-function-calling when License: openmed is Apache-2.0, local-llm-function-calling is MIT; Tags unique to openmed: clinical-nlp, healthcare, hipaa, ios; openmed ships Docker support for self-hosted deployment; When you need full data sovereignty with no cloud dependency.
- When should I choose local-llm-function-calling over openmed?
- Choose local-llm-function-calling over openmed when License: local-llm-function-calling is MIT, openmed is Apache-2.0; Tags unique to local-llm-function-calling: chatgpt-functions, huggingface-transformers, json-schema, llm-inference; When your project requires local handling of function calls with detailed argument generation from LLMs.
- When should I avoid openmed?
- Avoid if flexible model training and updates from the cloud are preferred Not suitable for environments without powerful edge devices If a broad ecosystem of AI tools beyond clinical NER is needed
- When should I avoid local-llm-function-calling?
- Avoid if you need cloud-based services exclusively, as this tool focuses on local deployments Do not use when your application specifically requires real-time integration with external web APIs that are not locally hosted
- Is openmed or local-llm-function-calling more popular on GitHub?
- openmed has more GitHub stars (5,346 vs 435). Stars measure visibility, not whether either tool fits your constraints.
- Are openmed and local-llm-function-calling open source?
- Yes - both are open-source projects on GitHub (openmed: Apache-2.0, local-llm-function-calling: MIT).
- Where can I find alternatives to openmed or local-llm-function-calling?
- GraphCanon lists graph-backed alternatives at openmed alternatives and local-llm-function-calling alternatives (openmed markdown twin, local-llm-function-calling 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, openmed or local-llm-function-calling?
- openmed: Very active. local-llm-function-calling: Dormant. 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 openmed and local-llm-function-calling?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: openmed trust report; local-llm-function-calling trust report.