Comparison
FLARE vs filco
Verdict
Pick FLARE when license: FLARE is MIT, filco is CC-BY-SA-4.0; pick filco when license: filco is CC-BY-SA-4.0, FLARE is MIT.
Markdown twin · FLARE alternatives · filco alternatives
GraphCanon updated today
Trust & integrity
| Signal | FLARE | filco |
|---|---|---|
| Maintenance | Dormant (964d since push) As of today · github_public_v1 | Dormant (826d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | 48 low (48 low) As of today · osv@v1 | 1 critical, 5 high, 12 medium, 28 low (1 critical, 5 high, 12 medium, 28 low) As of today · osv@v1 |
Tagline
- FLARE
- Forward-Looking Active REtrieval-augmented generation
- filco
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton
Stars
- FLARE
- 669
- filco
- 198
Forks
- FLARE
- 62
- filco
- 20
Open issues
- FLARE
- 17
- filco
- 2
Language
- FLARE
- Python
- filco
- Python
Adopt for
- FLARE
- FLARE is a retrieval-augmented generation tool written in Python, aimed at enhancing specific use cases through active learning and forward-looking approaches. It operates under the MIT license.
- filco
- -
Persona
- FLARE
- -
- filco
- -
Runtime
- FLARE
- -
- filco
- -
License
- FLARE
- MIT
- filco
- CC-BY-SA-4.0
Last pushed
- FLARE
- Nov 20, 2023
- filco
- Apr 6, 2024
Categories
- FLARE
- Data & Retrieval
- filco
- Data & Retrieval, Evaluation & Observability
Trust and health
Days since push
- FLARE
- 964d
- filco
- 826d
Open issues (now)
- FLARE
- 17
- filco
- 2
Security scan
- FLARE
- 48 low (48 low)
- filco
- 1 critical, 5 high, 12 medium, 28 low (1 critical, 5 high, 12 medium, 28 low)
Full report
- FLARE
- Trust report
- filco
- Trust report
Choose FLARE if…
- License: FLARE is MIT, filco is CC-BY-SA-4.0.
- Tags unique to FLARE: conda environment, python dependencies.
- - Use FLARE specifically when you need an active-learning approach to retrieval that takes into account future relevance for the generated content.
When NOT to use FLARE
- - Avoid FLARE if your project requires more generalized or passive retrieval methods that don't integrate active learning and forward-looking insights.
- - If you're working in an environment without Conda support, you may face dependency management challenges that could complicate the setup process with `setup.sh`.
Choose filco if…
- License: filco is CC-BY-SA-4.0, FLARE is MIT.
- Tags unique to filco: dialog-generation, fact-verification, flan-t5, llama2.
- Also covers Evaluation & Observability.
When NOT to use filco
- Last GitHub push was 826 days ago (dormant maintenance, Apr 6, 2024). Validate activity before betting a new project on filco.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (jzbjyb/FLARE) · observed Jul 11, 2026
- GitHub forks (jzbjyb/FLARE) · observed Jul 11, 2026
- Last push (jzbjyb/FLARE) · observed Nov 20, 2023
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zorazrw/filco) · observed Jul 11, 2026
- GitHub forks (zorazrw/filco) · observed Jul 11, 2026
- Last push (zorazrw/filco) · observed Apr 6, 2024
- License file (CC-BY-SA-4.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: FLARE 669 · filco 198 (synced Jul 11, 2026).
Common questions
- What is the difference between FLARE and filco?
- FLARE: Forward-Looking Active REtrieval-augmented generation. filco: [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton. See the comparison table for live GitHub stats and shared categories.
- When should I choose FLARE over filco?
- Choose FLARE over filco when License: FLARE is MIT, filco is CC-BY-SA-4.0; Tags unique to FLARE: conda environment, python dependencies; - Use FLARE specifically when you need an active-learning approach to retrieval that takes into account future relevance for the generated content.
- When should I choose filco over FLARE?
- Choose filco over FLARE when License: filco is CC-BY-SA-4.0, FLARE is MIT; Tags unique to filco: dialog-generation, fact-verification, flan-t5, llama2; Also covers Evaluation & Observability.
- When should I avoid FLARE?
- - Avoid FLARE if your project requires more generalized or passive retrieval methods that don't integrate active learning and forward-looking insights. - If you're working in an environment without Conda support, you may face dependency management challenges that could complicate the setup process with
setup.sh. - When should I avoid filco?
- Last GitHub push was 826 days ago (dormant maintenance, Apr 6, 2024). Validate activity before betting a new project on filco. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is FLARE or filco more popular on GitHub?
- FLARE has more GitHub stars (669 vs 198). Stars measure visibility, not whether either tool fits your constraints.
- Are FLARE and filco open source?
- Yes - both are open-source projects on GitHub (FLARE: MIT, filco: CC-BY-SA-4.0).
- Where can I find alternatives to FLARE or filco?
- GraphCanon lists graph-backed alternatives at FLARE alternatives and filco alternatives (FLARE markdown twin, filco 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, FLARE or filco?
- FLARE: Dormant. filco: 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 FLARE and filco?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: FLARE trust report; filco trust report.