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JadynandDmytro Struk 5078c2f719 Redis connector for Semantic Memory (#1178 )

### Motivation and Context
Redis supports cosine similarity search by the
[RediSearch](https://redis.io/docs/stack/search) module.

### Description
Add a new Semantic Memory Connector leveraging Redis with RediSearch
module. Update the syntax example to demonstrate how it is used.

Co-authored-by: Dmytro Struk <[email protected]>

2023-06-09 16:15:05 +00:00

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Semantic Kernel syntax examples

This project contains a collection of semi-random examples about various scenarios using SK components.

The examples are ordered by number, starting with very basic examples.

Most of the examples will require secrets and credentials, to access OpenAI, Azure OpenAI, Bing and other resources. We suggest using .NET Secret Manager to avoid the risk of leaking secrets into the repository, branches and pull requests. You can also use environment variables if you prefer.

To set your secrets with Secret Manager:

cd samples/dotnet/kernel-syntax-examples

dotnet user-secrets set "BING_API_KEY" "..."
dotnet user-secrets set "OPENAI_API_KEY" "..."
dotnet user-secrets set "AZURE_OPENAI_SERVICE_ID" "..."
dotnet user-secrets set "AZURE_OPENAI_DEPLOYMENT_NAME" "..."
dotnet user-secrets set "AZURE_OPENAI_CHAT_DEPLOYMENT_NAME" "..."
dotnet user-secrets set "AZURE_OPENAI_ENDPOINT" "https://... .openai.azure.com/"
dotnet user-secrets set "AZURE_OPENAI_KEY" "..."
dotnet user-secrets set "AZURE_OPENAI_EMBEDDINGS_DEPLOYMENT_NAME" "..."
dotnet user-secrets set "AZURE_OPENAI_EMBEDDINGS_ENDPOINT" "https://... .openai.azure.com/"
dotnet user-secrets set "AZURE_OPENAI_EMBEDDINGS_KEY" "..."
dotnet user-secrets set "ACS_ENDPOINT" "https://... .search.windows.net"
dotnet user-secrets set "ACS_API_KEY" "..."
dotnet user-secrets set "QDRANT_ENDPOINT" "..."
dotnet user-secrets set "QDRANT_PORT" "..."
dotnet user-secrets set "WEAVIATE_SCHEME" "..."
dotnet user-secrets set "WEAVIATE_ENDPOINT" "..."
dotnet user-secrets set "WEAVIATE_PORT" "..."
dotnet user-secrets set "WEAVIATE_APIKEY" "..."
dotnet user-secrets set "GITHUB_PERSONAL_ACCESS_TOKEN" "github_pat_..."
dotnet user-secrets set "POSTGRES_CONNECTIONSTRING" "..."
dotnet user-secrets set "REDIS_CONFIGURATION" "..."

To set your secrets with environment variables, use these names:

BING_API_KEY
OPENAI_API_KEY
AZURE_OPENAI_SERVICE_ID
AZURE_OPENAI_DEPLOYMENT_NAME
AZURE_OPENAI_ENDPOINT
AZURE_OPENAI_KEY
ACS_ENDPOINT
ACS_API_KEY
QDRANT_ENDPOINT
QDRANT_PORT
WEAVIATE_SCHEME
WEAVIATE_ENDPOINT
WEAVIATE_PORT
WEAVIATE_APIKEY
GITHUB_PERSONAL_ACCESS_TOKEN
POSTGRES_CONNECTIONSTRING
REDIS_CONFIGURATION
AZURE_OPENAI_EMBEDDINGS_DEPLOYMENT_NAME
AZURE_OPENAI_EMBEDDINGS_ENDPOINT
AZURE_OPENAI_EMBEDDINGS_KEY

2.3 KiB Raw Blame History

Semantic Kernel syntax examples

2.3 KiB

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