Comparison
knowledge-gpt vs search_with_lepton
Verdict
Pick knowledge-gpt if knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers; pick search_with_lepton if **search_with_lepton** is a TypeScript-based conversational search demo integrating Lepton AI's LLM and offering flexible backend options like Bing, Google SearchAPI, Serper, or Programmable Search Engine.
Markdown twin · knowledge-gpt alternatives · search_with_lepton alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | knowledge-gpt | search_with_lepton |
|---|---|---|
| Maintenance | Dormant (1216d since push) As of 2d · github_public_v1 | Archived (248d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2d · github_public_v1 | Not a fork · Organization account As of 2w · 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
- knowledge-gpt
- Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.
- search_with_lepton
- Building a quick conversation-based search demo with Lepton AI.
Stars
- knowledge-gpt
- 291
- search_with_lepton
- 8.1k
Forks
- knowledge-gpt
- 52
- search_with_lepton
- 998
Open issues
- knowledge-gpt
- 8
- search_with_lepton
- 44
Language
- knowledge-gpt
- Python
- search_with_lepton
- TypeScript
Adopt for
- knowledge-gpt
- knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers.
- search_with_lepton
- **search_with_lepton** is a TypeScript-based conversational search demo integrating Lepton AI's LLM and offering flexible backend options like Bing, Google SearchAPI, Serper, or Programmable Search Engine.
Persona
- knowledge-gpt
- -
- search_with_lepton
- -
Runtime
- knowledge-gpt
- -
- search_with_lepton
- -
License
- knowledge-gpt
- MIT
- search_with_lepton
- Apache-2.0 license, providing freedom to use, modify and distribute the software while requiring preservation of copyright notices.
Last pushed
- knowledge-gpt
- Apr 25, 2023
- search_with_lepton
- Dec 2, 2025
Categories
- knowledge-gpt
- Data & Retrieval, Evaluation & Observability, LLM Frameworks, Model Training
- search_with_lepton
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- knowledge-gpt
- Dormant (18%)
- search_with_lepton
- Archived (8%)
Days since push
- knowledge-gpt
- 1216d
- search_with_lepton
- 248d
Archived on GitHub
- knowledge-gpt
- No
- search_with_lepton
- Yes
Open issues (now)
- knowledge-gpt
- 8
- search_with_lepton
- 44
Stars delta
- knowledge-gpt
- 0 (30d)
- search_with_lepton
- Unknown
Open issues delta
- knowledge-gpt
- 0 (30d)
- search_with_lepton
- Unknown
Full report
- knowledge-gpt
- Trust report
- search_with_lepton
- Trust report
Shared compatibility
- Python · knowledge-gpt: Python runtime · search_with_lepton: Python runtime
Choose knowledge-gpt if…
- knowledge-gpt is primarily Python; search_with_lepton is TypeScript.
- License: knowledge-gpt is MIT, search_with_lepton is Apache-2.0.
- Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers.
- Also covers Evaluation & Observability, Model Training.
- knowledge-gpt ships Docker support for self-hosted deployment.
- When you need a flexible, model-agnostic approach for Q&A over diverse data sources
When NOT to use knowledge-gpt
- Avoid if strictly needing real-time response performance without indexing capabilities
- Not recommended if focusing solely on visual or multimedia content extraction
Choose search_with_lepton if…
- search_with_lepton is primarily TypeScript; knowledge-gpt is Python.
- License: search_with_lepton is Apache-2.0, knowledge-gpt is MIT.
- Tags unique to search_with_lepton: ai-applications, bing-api, conversational-search, google-search.
- - When you need a quick prototype of a conversation-driven search engine leveraging Lepton AI.
When NOT to use search_with_lepton
- - Avoid if your project strictly requires only native integration with other LLMs besides Lepton AI as this tool is tightly coupled with it.
- - Not recommended if you aim to build a large-scale production system as the demo focuses on rapid development rather than high throughput or enterprise-level robustness.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (geeks-of-data/knowledge-gpt) · observed Aug 23, 2026
- GitHub forks (geeks-of-data/knowledge-gpt) · observed Aug 23, 2026
- Last push (geeks-of-data/knowledge-gpt) · observed Apr 25, 2023
- License file (MIT) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (leptonai/search_with_lepton) · observed Aug 7, 2026
- GitHub forks (leptonai/search_with_lepton) · observed Aug 7, 2026
- Last push (leptonai/search_with_lepton) · observed Dec 2, 2025
- License file (Apache-2.0) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: knowledge-gpt 291 · search_with_lepton 8.1k (synced Aug 23, 2026).
Common questions
- What is the difference between knowledge-gpt and search_with_lepton?
- knowledge-gpt: Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.. search_with_lepton: Building a quick conversation-based search demo with Lepton AI.. See the comparison table for live GitHub stats and shared categories.
- When should I choose knowledge-gpt over search_with_lepton?
- Choose knowledge-gpt over search_with_lepton when knowledge-gpt is primarily Python; search_with_lepton is TypeScript; License: knowledge-gpt is MIT, search_with_lepton is Apache-2.0; Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers; Also covers Evaluation & Observability, Model Training; knowledge-gpt ships Docker support for self-hosted deployment; When you need a flexible, model-agnostic approach for Q&A over diverse data sources.
- When should I choose search_with_lepton over knowledge-gpt?
- Choose search_with_lepton over knowledge-gpt when search_with_lepton is primarily TypeScript; knowledge-gpt is Python; License: search_with_lepton is Apache-2.0, knowledge-gpt is MIT; Tags unique to search_with_lepton: ai-applications, bing-api, conversational-search, google-search; - When you need a quick prototype of a conversation-driven search engine leveraging Lepton AI.
- When should I avoid knowledge-gpt?
- Avoid if strictly needing real-time response performance without indexing capabilities Not recommended if focusing solely on visual or multimedia content extraction
- When should I avoid search_with_lepton?
- - Avoid if your project strictly requires only native integration with other LLMs besides Lepton AI as this tool is tightly coupled with it. - Not recommended if you aim to build a large-scale production system as the demo focuses on rapid development rather than high throughput or enterprise-level robustness.
- Is knowledge-gpt or search_with_lepton more popular on GitHub?
- search_with_lepton has more GitHub stars (8,081 vs 291). Stars measure visibility, not whether either tool fits your constraints.
- Are knowledge-gpt and search_with_lepton open source?
- Yes - both are open-source projects on GitHub (knowledge-gpt: MIT, search_with_lepton: Apache-2.0).
- Where can I find alternatives to knowledge-gpt or search_with_lepton?
- GraphCanon lists graph-backed alternatives at knowledge-gpt alternatives and search_with_lepton alternatives (knowledge-gpt markdown twin, search_with_lepton 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, knowledge-gpt or search_with_lepton?
- knowledge-gpt: Dormant. search_with_lepton: Archived. 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 knowledge-gpt and search_with_lepton?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: knowledge-gpt trust report; search_with_lepton trust report.