LanceDB
REST API
Initializing search
lancedb/lancedb
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Quick start
Concepts
Guides
Managing Embeddings
Integrations
Examples
Studies
API reference
LanceDB Cloud
LanceDB
lancedb/lancedb
Home
Home
LanceDB
ππΌββοΈ Quick start
π Concepts
π Concepts
Vector search
Indexing
Indexing
IVFPQ
HNSW
Storage
Data management
π¨ Guides
π¨ Guides
Working with tables
Building a vector index
Vector Search
Full-text search
Building a scalar index
Hybrid search
Hybrid search
Overview
Comparing Rerankers
Airbnb financial data example
Reranking
Reranking
Quickstart
Cohere Reranker
Linear Combination Reranker
Reciprocal Rank Fusion Reranker
Cross Encoder Reranker
ColBERT Reranker
Jina Reranker
OpenAI Reranker
AnswerDotAi Rerankers
Building Custom Rerankers
Example
Filtering
Versioning & Reproducibility
Configuring Storage
Migration Guide
Tuning retrieval performance
Tuning retrieval performance
Choosing right query type
Reranking
Embedding fine-tuning
𧬠Managing embeddings
𧬠Managing embeddings
Overview
Embedding functions
Available models
Available models
Overview
Text Embedding Functions
Text Embedding Functions
Sentence Transformers
Huggingface Embedding Models
Ollama Embeddings
OpenAI Embeddings
Instructor Embeddings
Gemini Embeddings
Cohere Embeddings
Jina Embeddings
AWS Bedrock Text Embedding Functions
IBM watsonx.ai Embeddings
Multimodal Embedding Functions
Multimodal Embedding Functions
OpenClip embeddings
Imagebind embeddings
Jina Embeddings
User-defined embedding functions
Example: Multi-lingual semantic search
Example: MultiModal CLIP Embeddings
π Integrations
π Integrations
Tools and data formats
Pandas and PyArrow
Polars
DuckDB
LangChain
LangChain
LangChain π
LangChain demo
LangChain JS/TS π
LlamaIndex π¦
LlamaIndex π¦
LlamaIndex docs
LlamaIndex demo
Pydantic
Voxel51
PromptTools
dlt
π― Examples
π― Examples
Overview
π Python
π Python
Overview
Build From Scratch
Multimodal
Rag
Vector Search
Chatbot
Evaluation
AI Agent
Recommender System
Miscellaneous
Miscellaneous
Serverless QA Bot with S3 and Lambda
Serverless QA Bot with Modal
πΎ JavaScript
πΎ JavaScript
Overview
Serverless Website Chatbot
YouTube Transcript Search
TransformersJS Embedding Search
π¦ Rust
π¦ Rust
Overview
Studies
Studies
βImprove retrievers with hybrid search and reranking
π FAQs
βοΈ API reference
βοΈ API reference
π Python
πΎ JavaScript (vectordb)
πΎ JavaScript (lancedb)
π¦ Rust
βοΈ LanceDB Cloud
βοΈ LanceDB Cloud
Overview
API reference
API reference
π Python
πΎ JavaScript
REST API
Quick start
Concepts
Concepts
Vector search
Indexing
Indexing
IVFPQ
HNSW
Storage
Data management
Guides
Guides
Working with tables
Building an ANN index
Vector Search
Full-text search
Building a scalar index
Hybrid search
Hybrid search
Overview
Comparing Rerankers
Example - Airbnb financial data search
Reranking
Reranking
Quickstart
Cohere Reranker
Linear Combination Reranker
Reciprocal Rank Fusion Reranker
Cross Encoder Reranker
ColBERT Reranker
Jina Reranker
OpenAI Reranker
AnswerDotAi Rerankers
Building Custom Rerankers
Example - Improve Retrievers using Rerankers & Hybrid search
Filtering
Versioning & Reproducibility
Configuring Storage
Migration Guide
Tuning retrieval performance
Tuning retrieval performance
Choosing right query type
Reranking
Embedding fine-tuning
Managing Embeddings
Managing Embeddings
Overview
Embedding functions
Available models
Available models
Overview
Text Embedding Functions
Text Embedding Functions
Sentence Transformers
Huggingface Embedding Models
Ollama Embeddings
OpenAI Embeddings
Instructor Embeddings
Gemini Embeddings
Cohere Embeddings
Jina Embeddings
AWS Bedrock Text Embedding Functions
IBM watsonx.ai Embeddings
Multimodal Embedding Functions
Multimodal Embedding Functions
OpenClip embeddings
Imagebind embeddings
Jina Embeddings
User-defined embedding functions
Example - Multi-lingual semantic search
Example - MultiModal CLIP Embeddings
Integrations
Integrations
Overview
Pandas and PyArrow
Polars
DuckDB
LangChain π¦οΈπβ
LangChain.js π¦οΈπβ
LlamaIndex π¦β
Pydantic
Voxel51
PromptTools
dlt
Examples
Examples
Example projects and recipes
π Python
π Python
Overview
Build From Scratch
Multimodal
Rag
Vector Search
Chatbot
Evaluation
AI Agent
Recommender System
Miscellaneous
Miscellaneous
Serverless QA Bot with S3 and Lambda
Serverless QA Bot with Modal
πΎ JavaScript
πΎ JavaScript
Overview
Serverless Website Chatbot
YouTube Transcript Search
TransformersJS Embedding Search
π¦ Rust
π¦ Rust
Overview
Studies
Studies
Overview
βImprove retrievers with hybrid search and reranking
API reference
API reference
Overview
Python
Javascript (vectordb)
Javascript (lancedb)
Rust
LanceDB Cloud
LanceDB Cloud
Overview
API reference
API reference
π Python
πΎ JavaScript
REST API
REST API
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