Klee vs. TopK Comparison


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About Local and secure AI on your desktop, ensuring comprehensive insights with complete data security and privacy. Experience unparalleled efficiency, privacy, and intelligence with our cutting-edge macOS-native app and advanced AI features. RAG can utilize data from a local knowledge base to supplement the large language model (LLM). This means you can keep sensitive data on-premises while leveraging it to enhance the model‘s response capabilities. To implement RAG locally, you first need to segment documents into smaller chunks and then encode these chunks into vectors, storing them in a vector database. These vectorized data will be used for subsequent retrieval processes. When a user query is received, the system retrieves the most relevant chunks from the local knowledge base and inputs these chunks along with the original query into the LLM to generate the final response. We promise lifetime free access for individual users.	About TopK is a serverless, cloud-native, document database built for powering search applications. It features native support for both vector search (vectors are simply another data type) and keyword search (BM25-style) in a single, unified system. With its powerful query expression language, TopK enables you to build reliable search applications (semantic search, RAG, multi-modal, you name it) without juggling multiple databases or services. Our unified retrieval engine will evolve to support document transformation (automatically generate embeddings), query understanding (parse metadata filters from user query), and adaptive ranking (provide more relevant results by sending “relevance feedback” back to TopK) under one unified roof.
Platforms Supported Windows Not Supported Mac Supported Linux Not Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Enterprises and individuals requiring a tool to search, integrate, and display their local files and knowledge base	Audience AI-driven applications, RAG, search engines
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos No images available
Pricing No information available. Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported
Company Information Klee kleedesktop.com	Company Information TopK Founded: 2024 United States www.topk.io
Alternatives Azure AI Search Microsoft	Alternatives Superlinked
Vectorize	Oracle AI Vector Search Oracle
Superlinked	txtai NeuML
troveGEN Intellara Technologies	Pinecone
RAGFlow View All	Couchbase View All
Categories AI Tools Supported Artificial Intelligence Supported Retrieval-Augmented Generation (RAG) Supported	Categories Document Databases Supported Retrieval-Augmented Generation (RAG) Supported Semantic Search Supported Vector Databases Supported

Integrations Codestral Supported Codestral Mamba Supported Hugging Face Supported LangChain Supported Llama Supported Llama 2 Supported Llama 3 Supported Llama 3.1 Supported Mathstral Supported Ministral 3B Supported Ministral 8B Supported Mistral AI Supported Mistral Large Supported Mistral NeMo Supported Mistral Small Supported Mixtral 8x7B Supported Pixtral Large Supported Python Not Supported Swift Supported Show More Integrations View All 25 Integrations	Integrations Codestral Not Supported Codestral Mamba Not Supported Hugging Face Not Supported LangChain Not Supported Llama Not Supported Llama 2 Not Supported Llama 3 Not Supported Llama 3.1 Not Supported Mathstral Not Supported Ministral 3B Not Supported Ministral 8B Not Supported Mistral AI Not Supported Mistral Large Not Supported Mistral NeMo Not Supported Mistral Small Not Supported Mixtral 8x7B Not Supported Pixtral Large Not Supported Python Supported Swift Not Supported Show More Integrations View All 1 Integration
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