Summary of Reddit Comments on "Langflow"

DataStax Astra and Pinecone

DataStax Astra: A database with Vector Search capabilities. Can be used without a credit card. Offers $25 USD monthly allowance.
Pinecone: Another option as a vector database.

Multiple File Uploads: Difficulties in uploading multiple files, lack of clear instructions, and unintuitive process.
Text Block Size Limitation: System constraint of 8000 characters for text blocks causing crashes when exceeding the limit.
Database Crashes: Extended time spent dealing with repeated database crashes impacting productivity.

Maximal Marginal Relevance (MMR) Search: Prevents document duplication in search results.
Comprehensive Search Results: Using MMR for diverse and relevant results.
Efficient Data Handling: Utilize filters, summarize session history, and manage chat context within token limits.
Eliminating Duplicate Results: Optimize vector store settings to reduce duplicates.
Optimizing Vector Database Configuration: Experiment with database features and different embeddings.
Effective Prompts: Craft concise yet context-rich prompts for OpenAI's Contextual Understanding.

Use Astra DB Vector Store component in Langflow with MMR Search type to prevent duplicate results.
Make changes in Content Format and parameters for Confluence Loader to retrieve all data ingested with Milvus VectorStore component.