RAG on PostgreSQL returns irrelevant or missing context
LLM apps2 posts from 2 people2d active+11 post in the last 7 days, 0 the 7 days before (steady)Unverified
Posts per day
The posts behind it
2, newest first[BUG] MySQL and PostgreSQL RAG loaders pass percent-encoded credentials to the driver### Description `MySQLLoader` and `PostgresLoader` in `crewai_tools/rag/loaders/` read the user and the password from `db_uri` with `urlparse`. `urlparse` does not decode percent-encoding, and the loaders pass `parsed.username` and `parsed.password` to `pymysql.connect` and...crewAIInc/crewAI · devYRPauliOpen ↗Pushing PostgreSQL to 50M vectors: Hybrid RRF, HNSW indexes, and Row-Level Security in Knowledge Fabric...ON chunks FOR ALL USING (tenant_id = current_setting('app.tenant_id', true)); If a query fails to set `app.tenant_id`, the database returns zero rows. Cross-tenant leakage is physically impossible.. 4. Declarative Partitioning for 50M+ Chunks: By partitioning the `chunks` table...r/PostgreSQL · u/Asleep-History9366Open ↗
Companies and products named
About this problem
Evidence
2 posts from 2 people in 2 places, about 1 a week over 40 days. Mostly on r/PostgreSQL, crewAIInc/crewAI. Tools named alongside: Pinecone, pgvector, Elasticsearch, GitHub.
Frustration Frustration 3 of 3· Seen on Reddit, GitHub issues
How it was grouped
Posts that state a pain and match the "rag-retrieval" rule about PostgreSQL. First post Sep 6, 2026, latest Oct 15, 2026. Unverified: fewer than 3 posts, or one person or place only. Method
The same problem elsewhere
RAG retrieval returns irrelevant or missing contextRAG on GitHub returns irrelevant or missing contextRAG on LangChain returns irrelevant or missing contextRAG on Anthropic returns irrelevant or missing contextRAG on vLLM returns irrelevant or missing contextRAG on Claude returns irrelevant or missing contextRAG on PyTorch returns irrelevant or missing contextRAG on Open WebUI returns irrelevant or missing contextRAG on Ollama returns irrelevant or missing contextRAG on Claude Code returns irrelevant or missing contextRAG on SQL Server returns irrelevant or missing contextRAG on LlamaIndex returns irrelevant or missing context
Other PostgreSQL problems
PostgreSQL upgrades break working setupsPostgreSQL error messages are crypticPostgreSQL queries run too slowly and are hard to tuneTrouble with PostgreSQL databasePostgreSQL permissions are confusing and error-pronePostgreSQL connectors and syncs are fragilePostgreSQL feels slow and laggyPostgreSQL outages and slowdowns disrupt workTrouble with PostgreSQL triggerPostgreSQL rate limits and usage caps block workMigrating to or off PostgreSQL is slow and riskyPostgreSQL backfills are slow and risky
History
RAG on PostgreSQL returns irrelevant or missing context (2 posts)