--- title: "khoj vs vectordb-recipes" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/khoj-ai-khoj-vs-lancedb-vectordb-recipes" tools: ["khoj-ai-khoj", "lancedb-vectordb-recipes"] --- # khoj vs vectordb-recipes *GraphCanon updated Aug 21, 2026* ## Verdict Pick khoj if khoj is a self-hostable AI tool that functions as an assistant able to extract information from the web or user documents for deep research tasks. It supports various local and online language models (LLMs) like GPT, LLa; pick vectordb-recipes if vectordb-recipes offers resources and tutorials for building GenAI applications using LanceDB. It is particularly designed to help. [khoj](https://khoj.dev) reports 37k GitHub stars, 2.4k forks, and 133 open issues, last pushed Aug 2, 2026. [vectordb-recipes](https://github.com/lancedb/vectordb-recipes) has 973 stars, 171 forks, and 4 open issues, last pushed Apr 24, 2026. Figures are from public GitHub metadata via [khoj's repository](https://github.com/khoj-ai/khoj) and [vectordb-recipes's repository](https://github.com/lancedb/vectordb-recipes). | | [khoj](/tools/khoj-ai-khoj.md) | [vectordb-recipes](/tools/lancedb-vectordb-recipes.md) | | --- | --- | --- | | Tagline | Your AI second brain. Self-hostable. | Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs | | Stars | 36,512 | 973 | | Forks | 2,386 | 171 | | Open issues | 133 | 4 | | Language | Python | Jupyter Notebook | | Adopt for | khoj is a self-hostable AI tool that functions as an assistant able to extract information from the web or user documents for deep research tasks. It supports various local and online language models (LLMs) like GPT, LLa | Vectordb-recipes offers resources and tutorials for building GenAI applications using LanceDB. It is particularly designed to help users get started quickly with minimal setup required. | | Persona | - | - | | Runtime | - | - | | License | khoj is distributed under the GNU Affero General Public License v3.0 (AGPL-3.0), which entails users must make source code available if they run modified versions of khoj on a network and allow others | Apache-2.0 | | Categories | AI Agents, Developer Tools, Model Training | AI Agents, Developer Tools, Evaluation & Observability, Model Training, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [khoj](/tools/khoj-ai-khoj.md) | [vectordb-recipes](/tools/lancedb-vectordb-recipes.md) | | --- | --- | --- | | Maintenance | Active (82%) | Slowing (36%) | | Days since push | 14d | 119d | | Open issues (now) | 133 | 4 | | Stars delta | +702 (30d) | +4 (30d) | | Open issues delta | +14 (30d) | 0 (30d) | | Full report | [trust report](/tools/khoj-ai-khoj/trust.md) | [trust report](/tools/lancedb-vectordb-recipes/trust.md) | ## Decision facts: khoj - **Hosting:** self hosted - **Pricing:** freemium - khoj provides free access to its core functionalities, but certain high-tier features might be subject to premium licensing. - **Adopt for:** khoj is a self-hostable AI tool that functions as an assistant able to extract information from the web or user documents for deep research tasks. It supports various local and online language models (LLMs) like GPT, LLa - **License detail:** khoj is distributed under the GNU Affero General Public License v3.0 (AGPL-3.0), which entails users must make source code available if they run modified versions of khoj on a network and allow others ## Decision facts: vectordb-recipes - **Adopt for:** Vectordb-recipes offers resources and tutorials for building GenAI applications using LanceDB. It is particularly designed to help users get started quickly with minimal setup required. ## Choose when ### Choose khoj if… - khoj is primarily Python; vectordb-recipes is Jupyter Notebook. - License: khoj is AGPL-3.0, vectordb-recipes is Apache-2.0. - Pricing: khoj provides free access to its core functionalities, but certain high-tier features might be subject to premium licensing.. - Tags unique to khoj: agent, assistant, chat, llm. - khoj ships Docker support for self-hosted deployment. - You're looking to build custom agents for specific tasks, making it ideal if you require a tool with high customization options. ### Choose vectordb-recipes if… - vectordb-recipes is primarily Jupyter Notebook; khoj is Python. - License: vectordb-recipes is Apache-2.0, khoj is AGPL-3.0. - Tags unique to vectordb-recipes: agents, deep-learning, embeddings, fine-tuning. - Also covers Evaluation & Observability, Vector Databases. - - When you need a comprehensive set of examples, starter code and tutorials specifically optimized for LanceDB, an open-source vector database that integrates seamlessly into the Python data ecosystem ## When NOT to use khoj - When you need real-time responses where latency needs to be minimized, since self-hosting might introduce delays. - If you prefer cloud-based solutions for maintenance and scaling purposes without managing your own servers, khoj may not be the best option. ## When NOT to use vectordb-recipes - - When seeking support for a specific competitor's vector database (like Pinecone or Weaviate), as Vectordb-recipes focuses solely on LanceDB’s ecosystem - - If you have strict requirements for custom database tuning that only vendor-specific proprietary databases can offer, as Vectordb-recipes’ focus is on leveraging the out-of-the-box advantages of an - critical_facts_for_deployment_or_use_case_specifics: [ ## Common questions ### What is the difference between khoj and vectordb-recipes? khoj: Your AI second brain. Self-hostable.. vectordb-recipes: Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs. See the comparison table for live GitHub stats and shared categories. ### When should I choose khoj over vectordb-recipes? Choose khoj over vectordb-recipes when khoj is primarily Python; vectordb-recipes is Jupyter Notebook; License: khoj is AGPL-3.0, vectordb-recipes is Apache-2.0; Pricing: khoj provides free access to its core functionalities, but certain high-tier features might be subject to premium licensing.; Tags unique to khoj: agent, assistant, chat, llm; khoj ships Docker support for self-hosted deployment; You're looking to build custom agents for specific tasks, making it ideal if you require a tool with high customization options. ### When should I choose vectordb-recipes over khoj? Choose vectordb-recipes over khoj when vectordb-recipes is primarily Jupyter Notebook; khoj is Python; License: vectordb-recipes is Apache-2.0, khoj is AGPL-3.0; Tags unique to vectordb-recipes: agents, deep-learning, embeddings, fine-tuning; Also covers Evaluation & Observability, Vector Databases; - When you need a comprehensive set of examples, starter code and tutorials specifically optimized for LanceDB, an open-source vector database that integrates seamlessly into the Python data ecosystem. ### When should I avoid khoj? When you need real-time responses where latency needs to be minimized, since self-hosting might introduce delays. If you prefer cloud-based solutions for maintenance and scaling purposes without managing your own servers, khoj may not be the best option. ### When should I avoid vectordb-recipes? - When seeking support for a specific competitor's vector database (like Pinecone or Weaviate), as Vectordb-recipes focuses solely on LanceDB’s ecosystem - If you have strict requirements for custom database tuning that only vendor-specific proprietary databases can offer, as Vectordb-recipes’ focus is on leveraging the out-of-the-box advantages of an critical_facts_for_deployment_or_use_case_specifics: [ ### Is khoj or vectordb-recipes more popular on GitHub? khoj has more GitHub stars (36,512 vs 973). Stars measure visibility, not whether either tool fits your constraints. ### Are khoj and vectordb-recipes open source? Yes - both are open-source projects on GitHub (khoj: AGPL-3.0, vectordb-recipes: Apache-2.0). ### Where can I find alternatives to khoj or vectordb-recipes? GraphCanon lists graph-backed alternatives at [khoj alternatives](/tools/khoj-ai-khoj/alternatives) and [vectordb-recipes alternatives](/tools/lancedb-vectordb-recipes/alternatives) ([khoj markdown twin](/tools/khoj-ai-khoj/alternatives.md), [vectordb-recipes markdown twin](/tools/lancedb-vectordb-recipes/alternatives.md)), 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](/compare/khoj-ai-khoj-vs-lancedb-vectordb-recipes.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, khoj or vectordb-recipes? khoj: Active. vectordb-recipes: 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 khoj and vectordb-recipes? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [khoj trust report](/tools/khoj-ai-khoj/trust); [vectordb-recipes trust report](/tools/lancedb-vectordb-recipes/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=khoj-ai-khoj`](/api/graphcanon/graph?tool=khoj-ai-khoj) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_