Comparison
WeKnora vs deep-searcher
Verdict
Pick WeKnora if weKnora is an open-source LLM knowledge platform that transforms raw documents into a queryable RAG, autonomous reasoning agent, and self-maintaining Wiki. It is built in Go and offers flexibility through its Docker Com포; pick deep-searcher if deepSearcher is an open-source tool for reasoning and searching on private data, using vector databases and LLM integrations in Python under.
Markdown twin · WeKnora alternatives · deep-searcher alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | WeKnora | deep-searcher |
|---|---|---|
| Maintenance | Very active (2d since push) As of 3d · github_public_v1 | Slowing (272d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 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
- WeKnora
- Open-source LLM knowledge platform for creating a queryable RAG, autonomous reasoning agent, and self-maintaining Wiki.
- deep-searcher
- Open Source Deep Research Alternative to Reason and Search on Private Data.
Stars
- WeKnora
- 20k
- deep-searcher
- 8.1k
Forks
- WeKnora
- 2.9k
- deep-searcher
- 775
Open issues
- WeKnora
- 556
- deep-searcher
- 53
Language
- WeKnora
- Go
- deep-searcher
- Python
Adopt for
- WeKnora
- WeKnora is an open-source LLM knowledge platform that transforms raw documents into a queryable RAG, autonomous reasoning agent, and self-maintaining Wiki. It is built in Go and offers flexibility through its Docker Com포
- deep-searcher
- DeepSearcher is an open-source tool for reasoning and searching on private data, using vector databases and LLM integrations in Python under Apache-2.0 license.
Persona
- WeKnora
- -
- deep-searcher
- -
Runtime
- WeKnora
- -
- deep-searcher
- -
License
- WeKnora
- Other
- deep-searcher
- Apache-2.0
Last pushed
- WeKnora
- Aug 16, 2026
- deep-searcher
- Nov 19, 2025
Categories
- WeKnora
- AI Agents, Evaluation & Observability, LLM Frameworks, Vector Databases
- deep-searcher
- AI Agents, LLM Frameworks, Vector Databases
Trust and health
Maintenance
- WeKnora
- Very active (96%)
- deep-searcher
- Slowing (36%)
Days since push
- WeKnora
- 2d
- deep-searcher
- 272d
Open issues (now)
- WeKnora
- 556
- deep-searcher
- 53
Stars delta
- WeKnora
- +1.5k (30d)
- deep-searcher
- +59 (30d)
Open issues delta
- WeKnora
- +145 (30d)
- deep-searcher
- 0 (30d)
OSV dependency advisories
- WeKnora
- No published findings from this source as of 2026-07-11
- deep-searcher
- No lockfile (source not queried)
Full report
- WeKnora
- Trust report
- deep-searcher
- Trust report
Choose WeKnora if…
- WeKnora is primarily Go; deep-searcher is Python.
- License: WeKnora is Other, deep-searcher is Apache-2.0.
- Pricing: Free and open-source under the MIT license..
- Tags unique to WeKnora: agentic, ai, chatbot, embeddings.
- Also covers Evaluation & Observability.
- Use WeKnora if you prefer the Go (Golang) language ecosystem.
When NOT to use WeKnora
- Avoid WeKnora if your team's primary expertise is not in Go (Golang).
- If you require real-time updates that are more seamlessly integrated with external systems, as WeKnora focuses on internal maintenance processes.
- WeKnora might not be the best fit if your specific needs require proprietary licensing or access to features beyond its MIT License.
Choose deep-searcher if…
- deep-searcher is primarily Python; WeKnora is Go.
- License: deep-searcher is Apache-2.0, WeKnora is Other.
- Tags unique to deep-searcher: agentic-rag, deep-research, llm, vector-database.
- When you require custom search and reasoning capabilities on your private datasets with integration of multiple LLMs like Claude or Qwen3.
When NOT to use deep-searcher
- Avoid if your project demands proprietary solutions, as DeepSearcher is open-source and may not be suitable for closed systems.
- Not ideal when a single vector database suffices; DeepSearcher supports multiple databases which might be overkill and complicate setup unnecessarily.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Tencent/WeKnora) · observed Aug 18, 2026
- GitHub forks (Tencent/WeKnora) · observed Aug 18, 2026
- Last push (Tencent/WeKnora) · observed Aug 16, 2026
- License file (Other) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zilliztech/deep-searcher) · observed Aug 18, 2026
- GitHub forks (zilliztech/deep-searcher) · observed Aug 18, 2026
- Last push (zilliztech/deep-searcher) · observed Nov 19, 2025
- License file (Apache-2.0) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: WeKnora 20k · deep-searcher 8.1k (synced Aug 18, 2026).
Common questions
- What is the difference between WeKnora and deep-searcher?
- WeKnora: Open-source LLM knowledge platform for creating a queryable RAG, autonomous reasoning agent, and self-maintaining Wiki.. deep-searcher: Open Source Deep Research Alternative to Reason and Search on Private Data.. See the comparison table for live GitHub stats and shared categories.
- When should I choose WeKnora over deep-searcher?
- Choose WeKnora over deep-searcher when WeKnora is primarily Go; deep-searcher is Python; License: WeKnora is Other, deep-searcher is Apache-2.0; Pricing: Free and open-source under the MIT license.; Tags unique to WeKnora: agentic, ai, chatbot, embeddings; Also covers Evaluation & Observability; Use WeKnora if you prefer the Go (Golang) language ecosystem.
- When should I choose deep-searcher over WeKnora?
- Choose deep-searcher over WeKnora when deep-searcher is primarily Python; WeKnora is Go; License: deep-searcher is Apache-2.0, WeKnora is Other; Tags unique to deep-searcher: agentic-rag, deep-research, llm, vector-database; When you require custom search and reasoning capabilities on your private datasets with integration of multiple LLMs like Claude or Qwen3.
- When should I avoid WeKnora?
- Avoid WeKnora if your team's primary expertise is not in Go (Golang). If you require real-time updates that are more seamlessly integrated with external systems, as WeKnora focuses on internal maintenance processes. WeKnora might not be the best fit if your specific needs require proprietary licensing or access to features beyond its MIT License.
- When should I avoid deep-searcher?
- Avoid if your project demands proprietary solutions, as DeepSearcher is open-source and may not be suitable for closed systems. Not ideal when a single vector database suffices; DeepSearcher supports multiple databases which might be overkill and complicate setup unnecessarily.
- Is WeKnora or deep-searcher more popular on GitHub?
- WeKnora has more GitHub stars (19,992 vs 8,060). Stars measure visibility, not whether either tool fits your constraints.
- Are WeKnora and deep-searcher open source?
- Yes - both are open-source projects on GitHub (WeKnora: Other, deep-searcher: Apache-2.0).
- Where can I find alternatives to WeKnora or deep-searcher?
- GraphCanon lists graph-backed alternatives at WeKnora alternatives and deep-searcher alternatives (WeKnora markdown twin, deep-searcher 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, WeKnora or deep-searcher?
- WeKnora: Very active. deep-searcher: Slowing. 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 WeKnora and deep-searcher?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: WeKnora trust report; deep-searcher trust report.