classmethod validate(value: Any) → Model¶
Examples using OpenAIEmbeddings¶
OpenAI
AzureOpenAI
RePhraseQueryRetriever
Cohere Reranker
kNN
DocArray Retriever
SVM
Pinecone Hybrid Search
LOTR (Merger Retriever)
Xata chat memory
Confident
Azure OpenAI
Document Comparison
Vectorstore
LanceDB
Weaviate
Xata
Redis
PGVector
Rockset
Dingo
Zilliz
SingleStoreDB
Typesense
Atlas
Activeloop Deep Lake
Neo4j Vector Index
Chroma
Alibaba Cloud OpenSearch
StarRocks
scikit-learn
DocArray HnswSearch
MyScale
ClickHouse
Qdrant
Tigris
Supabase (Postgres)
OpenSearch
Pinecone
Azure Cognitive Search
Cassandra
USearch
Milvus
Elasticsearch
DocArray InMemorySearch
Postgres Embedding
Faiss
Epsilla
AnalyticDB
Hologres
MongoDB Atlas
Meilisearch
Loading documents from a YouTube url
Psychic
Docugami
LLM Caching integrations
Set env var OPENAI_API_KEY or load from a .env file:
Set env var OPENAI_API_KEY or load from a .env file
Question Answering
Perform context-aware text splitting
Conversational Retrieval Agent
Retrieve from vector stores directly
Retrieve as you generate with FLARE
Improve document indexing with HyDE
Analysis of Twitter the-algorithm source code with LangChain, GPT4 and Activeloop’s Deep Lake
Use LangChain, GPT and Activeloop’s Deep Lake to work with code base
Structure answers with OpenAI functions
QA using Activeloop’s DeepLake
Agents
AutoGPT
BabyAGI User Guide